From 9a5aaf99b751f3cf0c7a627ee14ece0d32a2bd03 Mon Sep 17 00:00:00 2001
From: somew1nd <wfq559@outlook.com>
Date: Tue, 18 Aug 2026 13:56:14 -0700
Subject: [PATCH] feat: introduce MCP server, cross-platform runtime, and
 Showcase UI reorganization

- Showcase UI Reorganization:
  * Move web UI dashboard from root directory into apps/showcase_ui/ for cleaner project structure
  * Add 'artemis ui' CLI command (artemis/interfaces/cli/commands/ui.py) and launcher scripts for the interactive showcase console
- Standalone MCP Server & Notifiers (mcp_server/):
  * Implement dedicated MCP server package with mobile automation tools (device_state, inspect_trace, task_manager, task_runner)
  * Add multi-channel notifiers (AgentAPI, Desktop notifications, Webhooks, File output, and Composite routing)
  * Introduce background task runner and trace store for autonomous mobile execution monitoring
- Cross-Platform Runtime & Toolchain Support:
  * Add artemis/platform/ with OS-specific implementations for Linux, macOS (Darwin), and Windows
  * Add artemis/runtime/supervisor.py for resilient process and agent runtime supervision
  * Add artemis/toolchain/ with dependency resolution and SDK descriptors
  * Add cross-platform launcher scripts (start.sh, start.bat) and installer scripts (scripts/install_deps.*)
- Core Enhancements & Diagnostics:
  * Enhance coordinate normalization, OCR API fallback, and perception pipeline
  * Add credential validation (credentials_validator.py) and system diagnostics
  * Update bilingual documentation (README.md, README_CN.md) and architecture diagrams
- Test Suite Expansion:
  * Add integration tests for cloud gateway, remote ADB, and Artemis login
  * Add unit tests covering core diagnostics, platform detection, toolchain, credentials validator, optional OCR, and MCP tools
---
 .dockerignore                                 |    16 -
 .env.example                                  |    31 +-
 .gcloudignore                                 |    17 -
 .gitignore                                    |   156 +-
 CONTRIBUTING.md                               |   105 +-
 Dockerfile                                    |    59 +-
 LICENSE                                       |     8 +-
 Makefile                                      |    45 +-
 README.md                                     |   542 +-
 README_CN.md                                  |   251 +
 apps/README.md                                |    26 -
 apps/__init__.py                              |     3 +-
 apps/admin_console/README.md                  |    51 -
 apps/admin_console/core/config.py             |     8 +-
 apps/admin_console/core/state.py              |    94 +-
 apps/admin_console/database/connection.py     |    21 +-
 .../database/repositories/__init__.py         |     2 +-
 .../repositories/session_repository.py        |     7 -
 .../database/repositories/step_repository.py  |    29 +-
 apps/admin_console/index.html                 |   144 +-
 apps/admin_console/replay_manager.py          |     2 +-
 apps/admin_console/routers/media.py           |     3 +-
 apps/admin_console/routers/system.py          |   348 +
 apps/admin_console/routers/tasks.py           |   124 +-
 apps/admin_console/schemas/task_schema.py     |     4 +
 apps/admin_console/server.py                  |    55 +-
 .../services/device_stream_service.py         |    10 +-
 apps/admin_console/services/ipc_service.py    |    15 +-
 apps/admin_console/services/model_service.py  |     9 +-
 .../services/task_preset_catalog.py           |   514 +
 .../services/task_queue_service.py            |   319 +-
 apps/showcase_ui/README.md                    |    31 +
 angular.json => apps/showcase_ui/angular.json |     8 +-
 .../showcase_ui/package-lock.json             | 12775 ++++++++--------
 package.json => apps/showcase_ui/package.json |    17 +-
 .../showcase_ui/proxy.conf.json               |     0
 apps/showcase_ui/public/favicon.ico           |   Bin 0 -> 52713 bytes
 apps/showcase_ui/public/logo.png              |   Bin 0 -> 226746 bytes
 apps/showcase_ui/public/logo.svg              |    56 +
 .../showcase_ui/src}/app/app.component.html   |     1 +
 .../showcase_ui/src}/app/app.component.scss   |     0
 .../src}/app/app.component.spec.ts            |     9 +-
 .../showcase_ui/src}/app/app.component.ts     |     3 +-
 .../showcase_ui/src}/app/app.config.ts        |     0
 .../showcase_ui/src}/app/app.routes.ts        |     7 +-
 .../agent-stream/agent-stream.component.html  |   216 +-
 .../agent-stream/agent-stream.component.scss  |   830 +-
 .../agent-stream/agent-stream.component.ts    |   242 +-
 .../chat-interface.component.html             |    77 +-
 .../chat-interface.component.scss             |   362 +-
 .../chat-interface.component.ts               |    69 +-
 .../floating-video-player.component.html      |     0
 .../floating-video-player.component.scss      |   125 +-
 .../floating-video-player.component.ts        |     0
 .../legacy-agent-stream.component.html        |     0
 .../legacy-agent-stream.component.scss        |     0
 .../legacy-agent-stream.component.ts          |     2 +-
 .../nav-switcher/nav-switcher.component.scss  |   110 +
 .../nav-switcher/nav-switcher.component.ts    |    50 +
 .../src/app/core/data/smart-tasks.data.ts     |   334 +
 .../src}/app/core/models/markdown.model.ts    |     0
 .../src}/app/core/models/session.model.ts     |     2 +-
 .../src}/app/core/models/stream.model.ts      |    19 +
 .../src/app/core/models/system.model.ts       |    81 +
 .../services/task-recommendation.service.ts   |   111 +
 .../src/app/pages/home/home.component.html    |  1751 +++
 .../src/app/pages/home/home.component.scss    |  4357 ++++++
 .../src/app/pages/home/home.component.ts      |   766 +
 .../legacy-workspace.component.html           |     0
 .../legacy-workspace.component.scss           |     0
 .../legacy-workspace.component.ts             |     0
 .../pages/workspace/workspace.component.html  |   189 +
 .../pages/workspace/workspace.component.scss  |   865 ++
 .../pages/workspace/workspace.component.ts    |   284 +
 .../src}/app/services/agent.service.ts        |   256 +-
 .../src/app/services/system.service.ts        |   482 +
 .../app/utils/action-formatter.util.spec.ts   |   112 +
 .../src}/app/utils/action-formatter.util.ts   |   342 +-
 .../src}/app/utils/image-overlay.util.ts      |   220 +-
 .../src}/app/utils/markdown-parser.util.ts    |   152 +-
 .../src}/app/utils/stream-aggregator.util.ts  |    87 +-
 .../src}/app/utils/tool-formatter.util.ts     |   185 +-
 {src => apps/showcase_ui/src}/index.html      |    10 +-
 {src => apps/showcase_ui/src}/main.ts         |     0
 {src => apps/showcase_ui/src}/styles.scss     |    19 +-
 .../showcase_ui/tsconfig.app.json             |     0
 .../showcase_ui/tsconfig.json                 |     0
 .../showcase_ui/tsconfig.spec.json            |     0
 artemis/agents/checker/checker.json           |     2 +-
 artemis/agents/checker/checker.py             |    31 +-
 artemis/agents/diagnoser/diagnoser.json       |     1 +
 artemis/agents/explorer/constants.py          |     4 +-
 artemis/agents/explorer/explorer.py           |    60 +-
 artemis/agents/flash/runner.py                |     9 +-
 .../agents/image_processor/image_processor.md |     2 +-
 artemis/agents/operator/operator.json         |     4 +-
 artemis/agents/operator/operator.py           |   120 +-
 artemis/agents/outputter/outputter.py         |    40 +-
 artemis/agents/planner/planner.json           |    16 +-
 artemis/agents/summarizer/summarizer.md       |     9 +-
 artemis/agents/validator/tool_declarations.py |   138 +-
 artemis/agents/validator/validator.py         |     3 +-
 .../agents/video_analyzer/video_analyzer.md   |     2 +-
 .../agents/video_analyzer/video_analyzer.py   |    12 +-
 artemis/config/agent.py                       |     3 +-
 artemis/config/core/__init__.py               |    24 +
 artemis/config/core/engine.py                 |   118 +
 artemis/config/core/interpolator.py           |    78 +
 artemis/config/llm.py                         |     4 +-
 artemis/config/paths.py                       |    31 +-
 artemis/config/settings.py                    |   162 +-
 artemis/constants.py                          |     2 +-
 artemis/context.py                            |     2 +-
 artemis/controllers/unified_controller.py     |     5 +-
 artemis/core/diagnostics/__init__.py          |    62 +
 artemis/core/diagnostics/emulator_manager.py  |   480 +
 artemis/core/diagnostics/engine.py            |   228 +
 artemis/core/diagnostics/probes/adb_probe.py  |   449 +
 artemis/core/diagnostics/probes/base.py       |    45 +
 .../diagnostics/probes/credentials_probe.py   |   296 +
 .../core/diagnostics/probes/runtime_probe.py  |   169 +
 .../diagnostics/probes/toolchain_probe.py     |   139 +
 artemis/core/diagnostics/schema.py            |   114 +
 artemis/data_engine/engine.py                 |    25 +-
 artemis/drivers/android/adb_driver.py         |    29 +-
 artemis/drivers/base.py                       |     6 +-
 artemis/engine/graph_runner.py                |     3 +-
 artemis/engine/reactive_runner.py             |     3 +-
 artemis/graph/graph.py                        |   147 +-
 artemis/graph/perception.py                   |    46 +-
 artemis/interfaces/cli/commands/bench.py      |   157 -
 artemis/interfaces/cli/commands/doctor.py     |    68 +-
 artemis/interfaces/cli/commands/mcp.py        |   116 +-
 artemis/interfaces/cli/commands/server.py     |    13 +-
 artemis/interfaces/cli/commands/ui.py         |   114 +
 artemis/interfaces/cli/main.py                |     6 +-
 artemis/llm/router.py                         |     4 +-
 artemis/mcp/__init__.py                       |    20 +
 artemis/mcp/adb_server.py                     |    10 +-
 artemis/mcp/xml_search_server.py              |    13 +-
 artemis/platform/__init__.py                  |    61 +
 artemis/platform/base.py                      |   104 +
 artemis/platform/darwin.py                    |   150 +
 artemis/platform/linux.py                     |   173 +
 artemis/platform/windows.py                   |   190 +
 artemis/runtime/__init__.py                   |    22 +
 artemis/runtime/supervisor.py                 |    94 +
 artemis/sdk/agent.py                          |     8 +-
 .../examples/video_transcription_example.py   |     7 +-
 artemis/sdk/types/agent.py                    |     7 +-
 artemis/services/llm.py                       |     4 +-
 artemis/toolchain/__init__.py                 |    34 +
 artemis/toolchain/descriptors.py              |    86 +
 artemis/toolchain/resolver.py                 |   178 +
 artemis/tools/actions/device_actions.py       |    31 +-
 artemis/tools/base.py                         |    25 +-
 artemis/tools/index.py                        |     2 +
 artemis/tools/mobile/exec_tools.py            |    86 +-
 artemis/tools/mobile/ocr.py                   |     6 +-
 artemis/tools/tool_wrapper.py                 |     1 +
 artemis/tools/types.py                        |     2 +-
 artemis/utils/coordinates.py                  |   259 +-
 artemis/utils/credentials_validator.py        |   194 +
 artemis/utils/ocr_api.py                      |    39 +-
 artemis/utils/visualization.py                |   103 +-
 config/artemis.jsonc                          |    10 +-
 .../androidworld_benchmark_comparison.png     |   Bin 0 -> 215259 bytes
 docs/assets/artemis-architecture-pipeline.png |   Bin 0 -> 1731228 bytes
 docs/assets/artemis-banner-en.png             |   Bin 0 -> 193960 bytes
 docs/assets/artemis-banner.png                |   Bin 0 -> 193960 bytes
 docs/assets/artemis-ui-showcase-en.png        |   Bin 0 -> 237761 bytes
 docs/assets/artemis-ui-showcase.png           |   Bin 0 -> 244057 bytes
 docs/assets/demo.gif                          |   Bin 0 -> 6096271 bytes
 docs/assets/generate_banner.py                |   802 +
 docs/assets/generate_ui_showcase.py           |   542 +
 docs/assets/logo/logo.png                     |   Bin 0 -> 226746 bytes
 docs/assets/logo/logo.svg                     |    56 +
 docs/assets/logo/logo_silhouette.svg          |    56 +
 docs/assets/ui_raw.png                        |   Bin 0 -> 129054 bytes
 mcp_server/README.md                          |    68 +
 mcp_server/__init__.py                        |    20 +
 mcp_server/__main__.py                        |    20 +
 mcp_server/background/__init__.py             |    15 +
 mcp_server/background/task_runner.py          |   321 +
 mcp_server/base.py                            |    29 +
 mcp_server/notifiers/__init__.py              |    66 +
 mcp_server/notifiers/agentapi.py              |   170 +
 mcp_server/notifiers/base.py                  |    45 +
 mcp_server/notifiers/composite.py             |    78 +
 mcp_server/notifiers/desktop.py               |    92 +
 mcp_server/notifiers/file.py                  |    69 +
 mcp_server/notifiers/webhook.py               |    87 +
 mcp_server/rules.md                           |    48 +
 mcp_server/server.py                          |    69 +
 mcp_server/tools/__init__.py                  |    27 +
 mcp_server/tools/device_state.py              |   104 +
 mcp_server/tools/inspect_trace.py             |   465 +
 mcp_server/tools/task_manager.py              |   335 +
 mcp_server/tools/task_runner.py               |   205 +
 mcp_server/utils/__init__.py                  |    15 +
 mcp_server/utils/device_utils.py              |   172 +
 mcp_server/utils/env_utils.py                 |    61 +
 mcp_server/utils/trace_store.py               |   108 +
 public/favicon.ico                            |   Bin 15086 -> 0 bytes
 public/logo.svg                               |    45 -
 pyproject.toml                                |    29 +-
 pyrightconfig.json                            |     3 -
 scripts/install_deps.ps1                      |   162 +
 scripts/install_deps.sh                       |   285 +
 scripts/run_ui.py                             |   140 +
 scripts/start.ps1                             |   106 +
 setup.py                                      |    32 +-
 .../pages/workspace/workspace.component.html  |    42 -
 .../pages/workspace/workspace.component.scss  |   123 -
 .../pages/workspace/workspace.component.ts    |    69 -
 start.bat                                     |    35 +
 start.sh                                      |   117 +
 tests/integration/test_artemis_login.py       |    81 +
 tests/integration/test_cloud_gateway.py       |   126 +
 tests/integration/test_remote_adb.py          |   167 +
 tests/tools/inputs/recording.mp4              |   Bin 0 -> 7069455 bytes
 tests/tools/inputs/screenshot.jpg             |   Bin 0 -> 160392 bytes
 .../test_video_analyzer_tools.py              |     2 +-
 .../test_system_emulator_endpoints.py         |    54 +
 .../admin_console/test_task_queue_service.py  |   323 +
 tests/unit/agents/test_explorer.py            |    26 +-
 .../agents/test_failure_analyzer_tools.py     |     2 +-
 tests/unit/agents/test_operator.py            |     6 +-
 .../agents/test_plan_mutation_guardrails.py   |    87 +
 tests/unit/agents/test_video_analyzer.py      |     6 +-
 tests/unit/core/test_config_engine.py         |    42 +
 tests/unit/core/test_diagnostics.py           |   187 +
 tests/unit/core/test_platform.py              |    78 +
 tests/unit/core/test_toolchain.py             |    48 +
 .../test_latency_optimizations_deep.py        |    10 +-
 tests/unit/mcp/test_backward_compatibility.py |    63 +
 tests/unit/mcp/test_mcp_tools.py              |   113 +
 tests/unit/mcp/test_notifiers.py              |   131 +
 tests/unit/mcp/test_trace_store.py            |    77 +
 tests/unit/test_cli.py                        |    17 +-
 tests/unit/test_config_package.py             |    41 +
 tests/unit/test_context.py                    |     1 -
 tests/unit/test_credentials_validator.py      |    80 +
 tests/unit/test_gemini_role.py                |    16 +-
 tests/unit/test_planner.py                    |    42 +-
 tests/unit/tools/test_swipe_tool.py           |    73 +-
 tests/unit/utils/test_coordinates_sequence.py |   105 +
 tests/unit/utils/test_optional_ocr.py         |   198 +
 uv.lock                                       |  4878 ++++++
 249 files changed, 37226 insertions(+), 9339 deletions(-)
 delete mode 100644 .dockerignore
 delete mode 100644 .gcloudignore
 create mode 100644 README_CN.md
 delete mode 100644 apps/README.md
 delete mode 100644 apps/admin_console/README.md
 create mode 100644 apps/admin_console/routers/system.py
 create mode 100644 apps/admin_console/services/task_preset_catalog.py
 create mode 100644 apps/showcase_ui/README.md
 rename angular.json => apps/showcase_ui/angular.json (93%)
 rename package-lock.json => apps/showcase_ui/package-lock.json (64%)
 rename package.json => apps/showcase_ui/package.json (67%)
 rename proxy.conf.json => apps/showcase_ui/proxy.conf.json (100%)
 create mode 100644 apps/showcase_ui/public/favicon.ico
 create mode 100644 apps/showcase_ui/public/logo.png
 create mode 100644 apps/showcase_ui/public/logo.svg
 rename {src => apps/showcase_ui/src}/app/app.component.html (94%)
 rename {src => apps/showcase_ui/src}/app/app.component.scss (100%)
 rename {src => apps/showcase_ui/src}/app/app.component.spec.ts (82%)
 rename {src => apps/showcase_ui/src}/app/app.component.ts (86%)
 rename {src => apps/showcase_ui/src}/app/app.config.ts (100%)
 rename {src => apps/showcase_ui/src}/app/app.routes.ts (77%)
 rename {src => apps/showcase_ui/src}/app/components/agent-stream/agent-stream.component.html (78%)
 rename {src => apps/showcase_ui/src}/app/components/agent-stream/agent-stream.component.scss (79%)
 rename {src => apps/showcase_ui/src}/app/components/agent-stream/agent-stream.component.ts (79%)
 rename {src => apps/showcase_ui/src}/app/components/chat-interface/chat-interface.component.html (85%)
 rename {src => apps/showcase_ui/src}/app/components/chat-interface/chat-interface.component.scss (79%)
 rename {src => apps/showcase_ui/src}/app/components/chat-interface/chat-interface.component.ts (80%)
 rename {src => apps/showcase_ui/src}/app/components/floating-video-player/floating-video-player.component.html (100%)
 rename {src => apps/showcase_ui/src}/app/components/floating-video-player/floating-video-player.component.scss (76%)
 rename {src => apps/showcase_ui/src}/app/components/floating-video-player/floating-video-player.component.ts (100%)
 rename {src => apps/showcase_ui/src}/app/components/legacy-agent-stream/legacy-agent-stream.component.html (100%)
 rename {src => apps/showcase_ui/src}/app/components/legacy-agent-stream/legacy-agent-stream.component.scss (100%)
 rename {src => apps/showcase_ui/src}/app/components/legacy-agent-stream/legacy-agent-stream.component.ts (97%)
 create mode 100644 apps/showcase_ui/src/app/components/nav-switcher/nav-switcher.component.scss
 create mode 100644 apps/showcase_ui/src/app/components/nav-switcher/nav-switcher.component.ts
 create mode 100644 apps/showcase_ui/src/app/core/data/smart-tasks.data.ts
 rename {src => apps/showcase_ui/src}/app/core/models/markdown.model.ts (100%)
 rename {src => apps/showcase_ui/src}/app/core/models/session.model.ts (98%)
 rename {src => apps/showcase_ui/src}/app/core/models/stream.model.ts (80%)
 create mode 100644 apps/showcase_ui/src/app/core/models/system.model.ts
 create mode 100644 apps/showcase_ui/src/app/core/services/task-recommendation.service.ts
 create mode 100644 apps/showcase_ui/src/app/pages/home/home.component.html
 create mode 100644 apps/showcase_ui/src/app/pages/home/home.component.scss
 create mode 100644 apps/showcase_ui/src/app/pages/home/home.component.ts
 rename {src => apps/showcase_ui/src}/app/pages/legacy-workspace/legacy-workspace.component.html (100%)
 rename {src => apps/showcase_ui/src}/app/pages/legacy-workspace/legacy-workspace.component.scss (100%)
 rename {src => apps/showcase_ui/src}/app/pages/legacy-workspace/legacy-workspace.component.ts (100%)
 create mode 100644 apps/showcase_ui/src/app/pages/workspace/workspace.component.html
 create mode 100644 apps/showcase_ui/src/app/pages/workspace/workspace.component.scss
 create mode 100644 apps/showcase_ui/src/app/pages/workspace/workspace.component.ts
 rename {src => apps/showcase_ui/src}/app/services/agent.service.ts (70%)
 create mode 100644 apps/showcase_ui/src/app/services/system.service.ts
 create mode 100644 apps/showcase_ui/src/app/utils/action-formatter.util.spec.ts
 rename {src => apps/showcase_ui/src}/app/utils/action-formatter.util.ts (54%)
 rename {src => apps/showcase_ui/src}/app/utils/image-overlay.util.ts (69%)
 rename {src => apps/showcase_ui/src}/app/utils/markdown-parser.util.ts (64%)
 rename {src => apps/showcase_ui/src}/app/utils/stream-aggregator.util.ts (85%)
 rename {src => apps/showcase_ui/src}/app/utils/tool-formatter.util.ts (81%)
 rename {src => apps/showcase_ui/src}/index.html (50%)
 rename {src => apps/showcase_ui/src}/main.ts (100%)
 rename {src => apps/showcase_ui/src}/styles.scss (62%)
 rename tsconfig.app.json => apps/showcase_ui/tsconfig.app.json (100%)
 rename tsconfig.json => apps/showcase_ui/tsconfig.json (100%)
 rename tsconfig.spec.json => apps/showcase_ui/tsconfig.spec.json (100%)
 create mode 100644 artemis/config/core/__init__.py
 create mode 100644 artemis/config/core/engine.py
 create mode 100644 artemis/config/core/interpolator.py
 create mode 100644 artemis/core/diagnostics/__init__.py
 create mode 100644 artemis/core/diagnostics/emulator_manager.py
 create mode 100644 artemis/core/diagnostics/engine.py
 create mode 100644 artemis/core/diagnostics/probes/adb_probe.py
 create mode 100644 artemis/core/diagnostics/probes/base.py
 create mode 100644 artemis/core/diagnostics/probes/credentials_probe.py
 create mode 100644 artemis/core/diagnostics/probes/runtime_probe.py
 create mode 100644 artemis/core/diagnostics/probes/toolchain_probe.py
 create mode 100644 artemis/core/diagnostics/schema.py
 delete mode 100644 artemis/interfaces/cli/commands/bench.py
 create mode 100644 artemis/interfaces/cli/commands/ui.py
 create mode 100644 artemis/mcp/__init__.py
 create mode 100644 artemis/platform/__init__.py
 create mode 100644 artemis/platform/base.py
 create mode 100644 artemis/platform/darwin.py
 create mode 100644 artemis/platform/linux.py
 create mode 100644 artemis/platform/windows.py
 create mode 100644 artemis/runtime/__init__.py
 create mode 100644 artemis/runtime/supervisor.py
 create mode 100644 artemis/toolchain/__init__.py
 create mode 100644 artemis/toolchain/descriptors.py
 create mode 100644 artemis/toolchain/resolver.py
 create mode 100644 artemis/utils/credentials_validator.py
 create mode 100644 docs/assets/androidworld_benchmark_comparison.png
 create mode 100644 docs/assets/artemis-architecture-pipeline.png
 create mode 100644 docs/assets/artemis-banner-en.png
 create mode 100644 docs/assets/artemis-banner.png
 create mode 100644 docs/assets/artemis-ui-showcase-en.png
 create mode 100644 docs/assets/artemis-ui-showcase.png
 create mode 100644 docs/assets/demo.gif
 create mode 100644 docs/assets/generate_banner.py
 create mode 100644 docs/assets/generate_ui_showcase.py
 create mode 100644 docs/assets/logo/logo.png
 create mode 100644 docs/assets/logo/logo.svg
 create mode 100644 docs/assets/logo/logo_silhouette.svg
 create mode 100644 docs/assets/ui_raw.png
 create mode 100644 mcp_server/README.md
 create mode 100644 mcp_server/__init__.py
 create mode 100644 mcp_server/__main__.py
 create mode 100644 mcp_server/background/__init__.py
 create mode 100644 mcp_server/background/task_runner.py
 create mode 100644 mcp_server/base.py
 create mode 100644 mcp_server/notifiers/__init__.py
 create mode 100644 mcp_server/notifiers/agentapi.py
 create mode 100644 mcp_server/notifiers/base.py
 create mode 100644 mcp_server/notifiers/composite.py
 create mode 100644 mcp_server/notifiers/desktop.py
 create mode 100644 mcp_server/notifiers/file.py
 create mode 100644 mcp_server/notifiers/webhook.py
 create mode 100644 mcp_server/rules.md
 create mode 100644 mcp_server/server.py
 create mode 100644 mcp_server/tools/__init__.py
 create mode 100644 mcp_server/tools/device_state.py
 create mode 100644 mcp_server/tools/inspect_trace.py
 create mode 100644 mcp_server/tools/task_manager.py
 create mode 100644 mcp_server/tools/task_runner.py
 create mode 100644 mcp_server/utils/__init__.py
 create mode 100644 mcp_server/utils/device_utils.py
 create mode 100644 mcp_server/utils/env_utils.py
 create mode 100644 mcp_server/utils/trace_store.py
 delete mode 100644 public/favicon.ico
 delete mode 100644 public/logo.svg
 delete mode 100644 pyrightconfig.json
 create mode 100644 scripts/install_deps.ps1
 create mode 100755 scripts/install_deps.sh
 create mode 100755 scripts/run_ui.py
 create mode 100644 scripts/start.ps1
 delete mode 100644 src/app/pages/workspace/workspace.component.html
 delete mode 100644 src/app/pages/workspace/workspace.component.scss
 delete mode 100644 src/app/pages/workspace/workspace.component.ts
 create mode 100644 start.bat
 create mode 100755 start.sh
 create mode 100644 tests/integration/test_artemis_login.py
 create mode 100644 tests/integration/test_cloud_gateway.py
 create mode 100644 tests/integration/test_remote_adb.py
 create mode 100644 tests/tools/inputs/recording.mp4
 create mode 100644 tests/tools/inputs/screenshot.jpg
 create mode 100644 tests/unit/admin_console/test_system_emulator_endpoints.py
 create mode 100644 tests/unit/admin_console/test_task_queue_service.py
 create mode 100644 tests/unit/agents/test_plan_mutation_guardrails.py
 create mode 100644 tests/unit/core/test_config_engine.py
 create mode 100644 tests/unit/core/test_diagnostics.py
 create mode 100644 tests/unit/core/test_platform.py
 create mode 100644 tests/unit/core/test_toolchain.py
 create mode 100644 tests/unit/mcp/test_backward_compatibility.py
 create mode 100644 tests/unit/mcp/test_mcp_tools.py
 create mode 100644 tests/unit/mcp/test_notifiers.py
 create mode 100644 tests/unit/mcp/test_trace_store.py
 create mode 100644 tests/unit/test_credentials_validator.py
 create mode 100644 tests/unit/utils/test_coordinates_sequence.py
 create mode 100644 tests/unit/utils/test_optional_ocr.py
 create mode 100644 uv.lock

diff --git a/.dockerignore b/.dockerignore
deleted file mode 100644
index 2616529..0000000
--- a/.dockerignore
+++ /dev/null
@@ -1,16 +0,0 @@
-.git
-.venv
-__pycache__
-*.pyc
-traces/
-latte-traces/
-debug/replay/
-debug_pub/replay/
-*.mp4
-*.jpg
-*.png
-pytest_temp/
-/scratch/
-android_world*
-/dist/
-node_modules/
diff --git a/.env.example b/.env.example
index 4544544..27a9fc5 100644
--- a/.env.example
+++ b/.env.example
@@ -1,19 +1,24 @@
 # ==============================================================================
-# ☕ Latte Environment Configuration
+# Artemis Environment Configuration Template
 # ==============================================================================
+# Copy this file to .env and fill in your API credentials:
+# cp .env.example .env
 
-# 1. Primary LLM Provider API Key (Required for Agent Planning & Reasoning)
-GEMINI_API_KEY=your_gemini_api_key_here
+# LLM Providers (Configure at least one)
+GEMINI_API_KEY=
+GOOGLE_API_KEY=
+OPENAI_API_KEY=
+ANTHROPIC_API_KEY=
+OPEN_ROUTER_API_KEY=
+XAI_API_KEY=
 
-# 2. Google Cloud Vision OCR API Key (Required for fast text perception & XML fusion)
-OCR_API_KEY=your_google_cloud_vision_api_key_here
+# Google Cloud Vision OCR (Optional - for advanced OCR processing)
+OCR_API_KEY=
 
-# Optional: Alternative LLM Providers
-# OPENAI_API_KEY=your_openai_api_key_here
-# ANTHROPIC_API_KEY=your_anthropic_api_key_here
-# OPEN_ROUTER_API_KEY=your_openrouter_api_key_here
-# XAI_API_KEY=your_xai_api_key_here
-
-# Optional: Target Android Device Serial (Leave commented for auto-detection)
-# ADB_DEVICE_SERIAL=emulator-5554
+# Android ADB Connectivity (Optional - defaults to 127.0.0.1:5037)
+ADB_HOST=127.0.0.1
+ADB_PORT=5037
+# ADB_DEVICE_SERIAL=
 
+# Artemis Execution Defaults (flash or pro)
+ARTEMIS_DEFAULT_PROFILE=flash
diff --git a/.gcloudignore b/.gcloudignore
deleted file mode 100644
index 4100e79..0000000
--- a/.gcloudignore
+++ /dev/null
@@ -1,17 +0,0 @@
-.gcloudignore
-.git
-.venv/
-__pycache__/
-*.pyc
-traces/
-latte-traces/
-debug/replay/
-debug_pub/replay/
-*.mp4
-*.jpg
-*.png
-pytest_temp/
-/scratch/
-android_world*
-/dist/
-!frontend/dist/**
diff --git a/.gitignore b/.gitignore
index b7580f5..ec4d3c2 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,109 +1,99 @@
-# ==============================================================================
-# ☕ Latte Framework - Master Git Ignore Configuration
-# ==============================================================================
-
-# --- 1. Environment Variables & Virtual Environments (Recursive) ---
-.env
-.env.*
-!.env.example
-uv.lock
-**/.venv/
-**/venv/
-**/ENV/
-**/env/
-**/.pyenv/
-.python-version
-
-# --- 2. Node & Web Frontend Dependencies / Artifacts (Recursive) ---
-**/node_modules/
-**/node_modules
-**/.angular/
-**/.angular/cache/
-npm-debug.log*
-yarn-debug.log*
-yarn-error.log*
-
-# --- 3. Python Caches, Bytecode & Build Artifacts (Recursive) ---
-**/__pycache__/
-**/*.py[cod]
-**/*$py.class
-**/*.so
-**/*.pyd
-**/*.c
-**/build/
-**/dist/
-**/*.egg-info/
-**/.eggs/
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
 develop-eggs/
+dist/
 downloads/
 eggs/
+.eggs/
 lib/
 lib64/
 parts/
 sdist/
 var/
 wheels/
+share/python-wheels/
+*.egg-info/
 .installed.cfg
 *.egg
 MANIFEST
 
-# --- 4. Testing, Coverage & Linters (Recursive) ---
-**/.pytest_cache/
-**/.ruff_cache/
-**/.mypy_cache/
-**/.pytype/
+# Virtual Environments
+.venv/
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Testing & Coverage
+.pytest_cache/
 .coverage
 .coverage.*
 .cache
-coverage.xml
 nosetests.xml
-htmlcov/
-pytest_temp/
-tests_tmp/
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.tox/
+.nox/
 tests/**/outputs/
+**/outputs/
 
-# --- 5. Runtime Logs, Spans, Replay & Traces (Recursive) ---
-traces/
-traces_test/
-latte-traces/
-data_engine.db*
-**/replay/outputs/
-**/replay/data/
-**/*.log
-**/*.log.*
-**/*.out
-**/*.tmp
-.latte_ipc_port
-.latte_paused
-.latte/
-.artemis_ipc_port
-.artemis_paused
-.artemis/
-*.bak
-live_screenshot*
-recording.mp4
-recording.mkv
-screenshot.jpg
-screen.png
+# Linters & Formatters
+.ruff_cache/
+.mypy_cache/
+.pyre/
+.pytype/
+.dmypy.json
+dmypy.json
 
-# --- 6. Workspace Scratch, Dumps & Temporary Experimentation ---
-scratch/
-artifacts/
-ignores/
-*.docx
-*gdoc.html
-*.bug.log
-
-# --- 7. AI Agent Workspace & IDE Metadata ---
-.agents/
-_agents/
-jetski/
-.jetski*
-.benchmarks/
-.idea/
+# IDEs & Editors
 .vscode/
+.idea/
 *.swp
 *.swo
 *~
+.project
+.pydevproject
+.settings/
+
+# Node & Frontend (Showcase UI)
+apps/showcase_ui/node_modules/
+apps/showcase_ui/.angular/
+apps/showcase_ui/.angular/cache/
+.npm/
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+# Artemis Runtime & Telemetry
+traces/
+scratch/
+.artemis_paused
+*.log
+data_engine.db
+data_engine.db-journal
+.ipc_port
+.ls_address
+
+# Environment & Secrets
+.env
+.env.*
+!.env.example
+*.pem
+*.key
+
+# OS Artifacts
 .DS_Store
+.DS_Store?
+._*
+.Spotlight-V100
+.Trashes
+ehthumbs.db
 Thumbs.db
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 9264d43..cc3709d 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,103 +1,18 @@
-# How to Contribute
+# Contributing to ARTEMIS
 
-We'd love to accept your patches and contributions to ARTEMIS! There are just a few small guidelines you need to follow.
+Thank you for your interest in contributing to **ARTEMIS**! We welcome and appreciate all forms of contributions—whether it's reporting bugs, proposing new features, improving documentation, or submitting code.
 
 ---
 
-## Contributor License Agreement (CLA)
+## 🤝 Ways to Contribute
 
-Contributions to this project must be accompanied by a Contributor License Agreement (CLA). You (or your employer) retain the copyright to your contribution; this simply gives us permission to use and redistribute your contributions as part of the project.
-
-- Head over to <https://cla.developers.google.com/> to check your current agreements on file or to sign a new one.
-- If you are an individual contributing original source code, you must sign the **Individual CLA**.
-- If you are contributing on behalf of a company or organization, a **Corporate CLA** must be executed by your employer.
-- You generally only need to submit a CLA once, so if you have already submitted one for another Google project, you do not need to sign it again.
+- **🐛 Report Bugs & Suggest Features**: If you find an issue or have an idea to improve ARTEMIS, please open an [Issue](https://github.com/google/artemis/issues).
+- **💡 Submit Pull Requests**:
+  1. Fork the repository and create your feature/fix branch (`git checkout -b feat/my-feature`).
+  2. Make your changes and verify with `make test` and `make lint`.
+  3. Open a Pull Request with a brief summary of your work.
+- **💬 Community & Discussion**: Join our [Discord Community](https://discord.gg/wF2FN4WHGY) to chat with maintainers, ask questions, or share feedback.
 
 ---
 
-## Community Guidelines
-
-This project adheres to [Google's Open Source Community Guidelines](https://opensource.google/conduct/). By participating, all contributors and maintainers are expected to uphold these principles and maintain a welcoming, inclusive, and professional environment.
-
----
-
-## Code Reviews
-
-All submissions, including submissions by project maintainers, require review. We use standard GitHub pull requests for this purpose:
-
-1. Consult [GitHub Help](https://docs.github.com/articles/about-pull-requests/) for information on using pull requests.
-2. Maintainers will review your changes, offer feedback, and approve when ready.
-3. Once approved and all CI checks pass, a project maintainer will merge your PR.
-
----
-
-## Development & Contribution Workflow
-
-### 1. Setting Up Your Development Environment
-
-- **Prerequisites**:
-  - Python **3.12+**
-  - Android SDK Platform Tools (`adb` available in `PATH`)
-  - [`uv`](https://docs.astral.sh/uv/) (recommended) or `pip`
-
-- **Clone & Install**:
-  ```bash
-  git clone https://github.com/<your-username>/artemis.git
-  cd artemis
-
-  # Install all dependencies and setup pre-commit hooks
-  make setup
-  ```
-  *(Alternatively: `uv sync --dev` and `uv run pre-commit install`)*
-
-### 2. Making Changes
-
-- Create a descriptive topic branch off `main`:
-  ```bash
-  git checkout -b feat/my-new-feature
-  # or
-  git checkout -b fix/issue-description
-  ```
-
-- Follow the project's coding and style conventions:
-  - **Absolute Imports**: Always use absolute imports (`from artemis.sdk import Agent`). Relative imports are disallowed.
-  - **Typing**: Use comprehensive type annotations on all public functions, classes, and methods.
-  - **Testing**: Add or update test cases under `tests/` for any modified or new behavior.
-
-### 3. Local Verification
-
-Before creating a pull request, ensure all linters, type checks, and tests pass:
-
-```bash
-# Format code (Ruff)
-make format
-
-# Lint code (Ruff)
-make lint
-
-# Run static type checker (Pyright)
-make typecheck
-
-# Run test suite (Pytest)
-make test
-```
-
-### 4. Submitting a Pull Request
-
-1. Push your branch to your fork:
-   ```bash
-   git push origin feat/my-new-feature
-   ```
-2. Open a Pull Request against the `main` branch of the ARTEMIS repository.
-3. Complete the PR template, describing:
-   - The motivation behind the change.
-   - Any related issue numbers (e.g., `Fixes #42`).
-   - How the change was tested (device, emulator, unit tests).
-4. Ensure the CLA check automatically passes on your PR.
-
----
-
-## Reporting Bugs and Feature Requests
-
-- **Bug Reports**: Open an issue describing the bug, including steps to reproduce, device/emulator specifications, Android version, logs, and screenshots if applicable.
-- **Feature Requests**: Open an issue detailing the use case, proposed API or workflow, and alternatives considered.
+Every contribution—big or small—helps make ARTEMIS better. Thank you for building with us!
diff --git a/Dockerfile b/Dockerfile
index 03c8762..ab0d272 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,3 +1,17 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
 FROM python:3.12-slim
 
 WORKDIR /app
@@ -10,52 +24,15 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
     adb \
     && rm -rf /var/lib/apt/lists/*
 
-# Copy application source code and apps
+# Copy application source code and configuration
 COPY artemis/ /app/artemis/
 COPY apps/ /app/apps/
+COPY mcp_server/ /app/mcp_server/
 COPY config/ /app/config/
 COPY pyproject.toml setup.py README.md LICENSE /app/
 
-# Install server and core dependencies
-RUN pip install --no-cache-dir \
-    uvicorn \
-    fastapi \
-    pydantic \
-    pydantic-settings \
-    python-dotenv \
-    sseclient-py \
-    websockets \
-    adbutils \
-    jinja2 \
-    colorama \
-    psutil \
-    httpx \
-    retry \
-    google-auth \
-    langchain \
-    langchain-core \
-    langchain-community \
-    langchain-google-genai \
-    langchain-google-vertexai \
-    langchain-mcp-adapters \
-    google-genai \
-    langgraph \
-    typer \
-    pillow \
-    packaging \
-    uiautomator2 \
-    opencv-python-headless \
-    uuid-utils \
-    posthog \
-    mcp \
-    inquirer \
-    rich \
-    requests \
-    imageio-ffmpeg \
-    langchain-openai
-
-# Install artemis package locally (no-deps to prevent pulling unnecessary heavy optional libraries)
-RUN pip install --no-cache-dir --no-deps -e /app
+# Install dependencies and artemis package
+RUN pip install --no-cache-dir -e /app
 
 ENV PYTHONUNBUFFERED=1
 ENV PYTHONPATH=/app
diff --git a/LICENSE b/LICENSE
index 7a4a3ea..ba26287 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,7 +1,7 @@
 
                                  Apache License
                            Version 2.0, January 2004
-                        http://www.apache.org/licenses/
+                        https://www.apache.org/licenses/
 
    TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
 
@@ -187,16 +187,16 @@
       same "printed page" as the copyright notice for easier
       identification within third-party archives.
 
-   Copyright [yyyy] [name of copyright owner]
+   Copyright 2026 Google LLC.
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.
    You may obtain a copy of the License at
 
-       http://www.apache.org/licenses/LICENSE-2.0
+       https://www.apache.org/licenses/LICENSE-2.0
 
    Unless required by applicable law or agreed to in writing, software
    distributed under the License is distributed on an "AS IS" BASIS,
    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
    See the License for the specific language governing permissions and
-   limitations under the License.
\ No newline at end of file
+   limitations under the License.
diff --git a/Makefile b/Makefile
index 2a1544b..8ccba9a 100644
--- a/Makefile
+++ b/Makefile
@@ -1,4 +1,18 @@
-.PHONY: help test install setup clean precommit-install precommit lint format typecheck
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+.PHONY: help test install install-deps setup start ui doctor clean precommit-install precommit lint format typecheck
 
 help: ## Show this help message
 	@echo 'Usage: make [target]'
@@ -6,14 +20,27 @@ help: ## Show this help message
 	@echo 'Available targets:'
 	@awk 'BEGIN {FS = ":.*?## "} /^[a-zA-Z_-]+:.*?## / {printf "  %-20s %s\n", $$1, $$2}' $(MAKEFILE_LIST)
 
+start: ## One-click start Artemis Showcase UI and auto-open browser
+	@bash start.sh
+
+ui: ## Launch the unified Showcase UI & Admin Console in browser
+	@uv run artemis ui --open
+
+doctor: ## Run system, device, and toolchain diagnostics
+	@uv run artemis doctor
+
 test: ## Run all tests
 	@echo "🧪 Running all tests..."
 	@uv run pytest -v
 
-install: ## Install dependencies
-	@echo "📦 Installing dependencies..."
+install: ## Install python dependencies via uv
+	@echo "📦 Installing python dependencies..."
 	@uv sync --dev
 
+install-deps: ## One-click install all system dependencies (ADB, FFmpeg, scrcpy, Python, uv)
+	@echo "⚡ Running one-click dependency installer..."
+	@bash scripts/install_deps.sh
+
 setup: ## Setup project (install dependencies + pre-commit hooks)
 	@echo "🚀 Setting up project..."
 	@$(MAKE) install
@@ -47,10 +74,12 @@ precommit: ## Run pre-commit hooks manually on all files
 	@echo "🔍 Running pre-commit checks..."
 	@uv run pre-commit run --all-files
 
-clean: ## Clean up generated files and caches
-	@echo "🧹 Cleaning up..."
-	@rm -rf .pytest_cache
-	@rm -rf .ruff_cache
-	@rm -rf **/__pycache__
+clean: ## Clean up generated files, caches, and traces
+	@echo "🧹 Cleaning up caches and temporary files..."
+	@rm -rf .pytest_cache .ruff_cache .artemis_paused traces scratch .venv apps/showcase_ui/.angular build dist
+	@find . -type d -name "outputs" -exec rm -rf {} + 2>/dev/null || true
+	@find . -type f -name ".artemis_paused" -delete 2>/dev/null || true
+	@find . -type d -name "__pycache__" -exec rm -rf {} + 2>/dev/null || true
 	@find . -type d -name "*.egg-info" -exec rm -rf {} + 2>/dev/null || true
+	@find . -type f -name "*.py[cod]" -delete 2>/dev/null || true
 	@echo "✅ Cleanup complete"
diff --git a/README.md b/README.md
index 5383380..5f968dc 100644
--- a/README.md
+++ b/README.md
@@ -1,398 +1,248 @@
-# ARTEMIS ☕📱
+<p align="center">
+  <img src="./docs/assets/artemis-banner.png" alt="ARTEMIS Banner" width="100%" />
+</p>
 
-**Autonomous Multimodal Android Agent & Mobile UI Automation Platform**
+<p align="center">
+  <strong>ARTEMIS: Autonomous AI Assistant for Mobile Automation</strong>
+</p>
 
-[![Python 3.12+](https://img.shields.io/badge/python-3.12+-blue.svg)](https://www.python.org/downloads/)
-[![License: Apache-2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](LICENSE)
-[![Framework: LangGraph](https://img.shields.io/badge/Orchestration-LangGraph-orange.svg)](https://github.com/langchain-ai/langgraph)
-[![Model: Google Gemini](https://img.shields.io/badge/Powered%20by-Google%20Gemini-4285F4.svg)](https://ai.google.dev/)
+<p align="center">
+  <em>⚡ Drive real phones from Cursor & Claude Code • Cross-App Automation • Zero-Maintenance UI Testing • Flash Mode as Fast as 3-5s</em>
+</p>
 
-ARTEMIS is a next-generation, production-grade autonomous agent and testing framework engineered for Android devices and emulators. Combining state-of-the-art multimodal Large Vision-Language Models (VLMs) with hierarchical closed-loop planning, resilient self-healing, and deep Android subsystem integration (ADB, UIAutomator2, accessibility trees), ARTEMIS enables autonomous UI navigation, robust automated testing, and intelligent device diagnostics.
+<p align="center">
+  <a href="./README.md"><b>English</b></a> •
+  <a href="./README_CN.md">中文文档</a> •
+  <a href="#quick-start">Quick Start</a> •
+  <a href="#mcp-setup">MCP for IDEs</a> •
+  <a href="#benchmarks">Benchmarks</a> •
+  <a href="https://discord.gg/wF2FN4WHGY">Discord Community</a>
+</p>
 
----
+<p align="center">
+  <a href="https://www.python.org/downloads/"><img src="https://img.shields.io/badge/Python-3.12+-3776AB.svg?logo=python&logoColor=white" alt="Python 3.12+"></a>
+  <a href="LICENSE"><img src="https://img.shields.io/badge/License-Apache%202.0-blue.svg" alt="License: Apache-2.0"></a>
+  <a href="https://modelcontextprotocol.io/"><img src="https://img.shields.io/badge/MCP-Native%20Server-8A2BE2.svg" alt="MCP Native"></a>
+  <a href="https://ai.google.dev/"><img src="https://img.shields.io/badge/Multimodal-Gemini%20%7C%20Claude%20%7C%20GPT--4o%20%7C%20Qwen--VL-4285F4.svg" alt="Multi-Model"></a>
+  <a href="https://github.com/google-research/android_world"><img src="https://img.shields.io/badge/AndroidWorld-99%25%2B%20SOTA-success.svg" alt="AndroidWorld SOTA"></a>
+</p>
 
-## 📑 Table of Contents
+<!-- Demo Showcase -->
+<p align="center">
+  <img src="./docs/assets/demo.gif" alt="Artemis in Action" width="88%" />
+  <br>
+  <em><b>Live Demo</b>: Setup driving routes and calculate total durations in Google Maps, then open YouTube to play a Coldplay song.</em>
+</p>
 
-- [Key Features](#-key-features)
-- [Architecture Overview](#-architecture-overview)
-- [Prerequisites](#-prerequisites)
-- [Installation & Setup](#-installation--setup)
-- [Quick Start](#-quick-start)
-  - [Command Line Interface (CLI)](#command-line-interface-cli)
-  - [Python SDK](#python-sdk)
-- [Execution Profiles: Flash vs. Pro](#-execution-profiles-flash-vs-pro)
-- [Model Context Protocol (MCP) Integration](#-model-context-protocol-mcp-integration)
-- [Configuration Guide](#-configuration-guide)
-  - [Using Non-Google LLMs](#using-non-google-llms)
-- [Trace Inspection & Observability](#-trace-inspection--observability)
-- [Development & Testing](#-development--testing)
-- [License](#-license)
+## ✨ Key Highlights
 
----
+* ⚡ **Lightning Fast**: First-of-its-kind **Optimistic Asynchronous Pipeline** decouples the foreground execution stream from heavy LLM reasoning;
+* 🔋 **Ultra-Long Autonomous Execution**: **Pro mode** runs stably for over 10 hours, while monitoring tasks support around-the-clock 24/7 execution;
+* 🔌 **Native Model Context Protocol (MCP)**: Empowers **Cursor, Claude Code, OpenClaw, Windsurf** with direct mobile device manipulation from within your chat prompts;
+* 💾 **Visual Console & Persistent Debugging**: Real-time Web UI screen projection, execution replay, and task management with natural language test generation and high-fidelity historical review;
+* 🏆 **Industry-Leading SOTA**: Achieved **99%+ task completion** on Google Research's **AndroidWorld** benchmark (100+ complex multi-step tasks).
 
-## ✨ Key Features
+<a id="quick-start"></a>
+## ⚡ Quick Start
 
-- **Dual-Engine Execution**:
-  - **ARTEMIS Flash**: High-speed, reactive single-agent loop for deterministic, low-latency tasks (< 35 steps).
-  - **ARTEMIS Pro**: Multi-agent closed-loop graph orchestration (Planner $\rightarrow$ Operator $\rightarrow$ Failure Analyzer $\rightarrow$ Summarizer) powered by LangGraph.
-- **Multimodal Perception**:
-  - Combined visual screenshot grounding, real-time OCR, accessibility hierarchy (XML) parsing, and dynamic video analysis.
-- **Resilient Locating Strategy ("Dynamic-First, Coordinate-Fallback")**:
-  - Prioritizes semantic IDs, XPath, and accessibility text matching to withstand UI layout drift; seamlessly falls back to calibrated absolute/relative coordinates.
-- **Autonomous Self-Healing**:
-  - Built-in failure analyzer and safety net detect blocked flows, system dialogs, app crashes, or unexpected states and auto-recover in real time.
-- **App Locking & Session Boundaries**:
-  - Restricts execution context to target application packages with automatic foreground recovery.
-- **Model Context Protocol (MCP) Native**:
-  - Exposes Android automation, state inspection, and trace querying as MCP tools for IDEs and AI orchestrators.
-- **Structured Pydantic Outputs**:
-  - Automatically parses agent observations and findings into validated Pydantic schemas.
-
----
-
-## 🏛 Architecture Overview
-
-ARTEMIS operates on a closed-loop multi-agent architecture:
-
-```
-                      ┌─────────────────────────────────┐
-                      │          User Goal / Task       │
-                      └────────────────┬────────────────┘
-                                       │
-                                       ▼
-                       ┌───────────────────────────────┐
-                       │       Planner Agent           │
-                       │ (Hierarchical Task Breakdown) │
-                       └───────────────┬───────────────┘
-                                       │
-                        ┌──────────────┴──────────────┐
-                        ▼                             ▼
-       ┌─────────────────────────────────┐   ┌───────────────────────────────┐
-       │         Operator Agent          │   │      Diagnostic Agents        │
-       │ (Screen VLM + XML Grounding)    │   │  (Log Reader, Video Analyzer, │
-       └────────────────┬────────────────┘   │   Object Detector, Explorer)  │
-                        │                    └───────────────────────────────┘
-                        ▼
-       ┌─────────────────────────────────┐
-       │   Execution & Device Control    │
-       │   (ADB / UIAutomator2 / Taps)   │
-       └────────────────┬────────────────┘
-                        │
-          [Action Success / State Change?]
-            │                         │
-          (Yes)                      (No / Blocked)
-            │                         │
-            ▼                         ▼
- ┌──────────────────────┐  ┌─────────────────────────────────────────┐
- │ Next Step / Complete │  │ Failure Analyzer & Safety Net           │
- └──────────┬───────────┘  │ (Popup dismissal, Retry, Self-healing)  │
-            │              └────────────────────┬────────────────────┘
-            ▼                                   │
- ┌──────────────────────┐                       │
- │  Summarizer / Output │◄──────────────────────┘
- │  (Reports, Traces)   │
- └──────────────────────┘
-```
-
----
-
-## 🔧 Prerequisites
-
-1. **Python**: Version `3.12` or higher.
-2. **Android SDK / ADB**:
-   - `adb` must be installed and accessible in your system `PATH`.
-   - Verify with `adb devices`.
-3. **Android Device or Emulator**:
-   - A physically connected Android device with **USB Debugging** enabled, or
-   - An active Android Emulator (AVD) running on your local machine.
-4. **Screen Recording & Video Tools** *(optional for `--with-video-recording-tools`)*:
-   - **`scrcpy`**: Required for live Android device screen video recording (`apt install scrcpy` / `brew install scrcpy`).
-   - **`ffmpeg`**: Required for video transcoding, trimming, and audio extraction (`apt install ffmpeg` / `brew install ffmpeg`).
-
----
-
-## 🚀 Installation & Setup
-
-### 1. Clone the Repository
+Ensure an Android device (with **USB Debugging** enabled) or emulator is connected.
 
 ```bash
-git clone https://github.com/google/artemis.git
-cd artemis
+# 1. Clone repo & navigate to directory
+git clone https://github.com/google/artemis.git && cd artemis
+
+# 2. One-click launch (automatically installs ADB, scrcpy, FFmpeg, uv runtime, and opens console)
+# 🍎 macOS & 🐧 Linux
+./start.sh
+
+# 🪟 Windows (CMD / PowerShell)
+start.bat
 ```
 
-### 2. Install Dependencies
+> 💡 **Tip**: Opens `http://localhost:8000` in your default browser with a device connection wizard, live screen mirroring, prompt sandbox, and execution replays. You can also run directly from CLI: `artemis run "Open Settings, find Battery and tell me current level" --profile flash`.
 
-Using [`uv`](https://docs.astral.sh/uv/) (recommended):
+<a id="mcp-setup"></a>
+<a id="mcp"></a>
+<details>
+<summary><b>🔌 MCP Setup for Cursor / Claude Code / Windsurf (Click to expand)</b></summary>
+
+<br>
+
+ARTEMIS includes a native **Model Context Protocol (MCP)** server. Connect your real phone directly into AI IDEs:
+
+### 1. Generate MCP Config
+
+Run the built-in generator to produce ready-to-use JSON configuration:
 
 ```bash
-# Install dependencies into a virtual environment
-uv sync --dev
+artemis mcp --generate-config cursor
+# Or generate configs for all IDEs:
+artemis mcp --generate-config all
 ```
 
-Or using standard `pip`:
+### 2. Copy Config to Your IDE
 
-```bash
-python3 -m venv .venv
-source .venv/bin/activate
-pip install -e ".[dev]"
+* **Cursor** (`.cursor/mcp.json` or Settings ➔ MCP Servers):
+```json
+{
+  "mcpServers": {
+    "artemis": {
+      "command": "python",
+      "args": ["-m", "mcp_server"],
+      "cwd": "/path/to/artemis",
+      "env": {
+        "PYTHONUNBUFFERED": "1"
+      }
+    }
+  }
+}
 ```
 
-### 3. Quick Setup (10 Seconds)
-
-Run the interactive setup wizard to configure your API key and connect your device:
-
-```bash
-artemis init
+* **Claude Desktop** (`claude_desktop_config.json`):
+```json
+{
+  "mcpServers": {
+    "artemis": {
+      "command": "python",
+      "args": ["-m", "mcp_server"],
+      "cwd": "/path/to/artemis"
+    }
+  }
+}
 ```
 
-Verify your environment and connected devices anytime with the doctor diagnostic tool:
+### 3. Prompt Your Phone in the IDE Chat
+In Cursor or Claude Code, simply prompt:
+> 💬 *"Build the latest changes into an APK, install it on the connected device, open the login screen with a test account, verify if there are any unexpected popups after login, and return screenshots of the final page."*
 
-```bash
-artemis doctor
-```
+</details>
 
-*(Alternatively, copy `.env.example` to `.env` and set `GEMINI_API_KEY` for LLM reasoning and `OCR_API_KEY` for Vision perception.)*
+<a id="python-sdk"></a>
+<details>
+<summary><b>🐍 Python SDK Integration (Click to expand)</b></summary>
 
----
+<br>
 
-## 💡 Quick Start
-
-### Command Line Interface (CLI)
-
-ARTEMIS installs a unified command-line tool `artemis`:
-
-```bash
-# 1. Environment & Device Diagnostics
-artemis doctor
-
-# 2. Interactive Setup Wizard
-artemis init
-
-# 3. Basic task execution (ARTEMIS Pro by default)
-artemis run "Open YouTube and search for Lo-Fi Hip Hop"
-
-# 4. Fast reactive profile (ARTEMIS Flash)
-artemis run "Open Settings and verify Airplane Mode is turned off" --profile flash
-
-# 5. Execute with trace recording and structured output
-artemis run "Open Maps, search for coffee shops, and extract the top 3 results" \
-  --test-name "coffee_search_test" \
-  --traces-path "./traces" \
-  --output-description '{"places": "list of shop names", "ratings": "list of rating scores"}'
-
-# 6. Enable dynamic video recording analysis
-artemis run "Play the latest video in the feed and verify playback" --with-video-recording-tools
-```
-
-### Python SDK
-
-Use the fluent SDK to integrate ARTEMIS into your test suites or automation workflows:
+Embed the mobile automation engine into your Python workflows in just a few lines:
 
 ```python
 import asyncio
-from pydantic import BaseModel, Field
-from artemis.sdk import Agent
-
-
-class VideoSearchResult(BaseModel):
-    query: str = Field(..., description="The search term used")
-    top_video_title: str = Field(..., description="Title of the first video result")
-    channel_name: str = Field(..., description="Channel name of the first video")
+from artemis.interfaces.sdk import ArtemisClient
 
 
 async def main():
-    # 1. Initialize the agent
-    agent = Agent()
-    await agent.init()
+    # Initialize client (choose "flash" for speed or "pro" for deep reasoning)
+    client = ArtemisClient(default_profile="flash")
 
-    try:
-        # 2. Build task specification
-        task = (
-            agent.new_task("Search for 'Pixel 9 Pro' and get the first video details")
-            .with_name("youtube_search_verification")
-            .with_locked_app_package("com.google.android.youtube")
-            .with_output_format(VideoSearchResult)
-            .with_max_steps(50)
-            .build()
-        )
+    # Run autonomous task
+    result = await client.run("Open calculator and compute (128 * 45) + 330")
 
-        # 3. Execute task
-        result: VideoSearchResult = await agent.run_task(request=task)
-
-        if result:
-            print("Search Results:")
-            print(f"- Query: {result.query}")
-            print(f"- First Video: {result.top_video_title}")
-            print(f"- Channel: {result.channel_name}")
-        else:
-            print("Task did not complete successfully.")
-
-    finally:
-        # 4. Clean up agent session & device connections
-        await agent.clean()
+    print(f"Status: {result.status}")
+    print(f"Turns taken: {result.turns}")
+    print(f"Trace ID: {result.trace_id}")
 
 
 if __name__ == "__main__":
     asyncio.run(main())
 ```
 
----
+</details>
+
+## 🕹️ Usage Modes
+
+<p align="center">
+  <img src="./docs/assets/artemis-ui-showcase-en.png" alt="Artemis Web Console" width="90%" />
+  <br />
+  <sub>💡 <b>Console Overview</b>: <b>① View Switcher</b> (Home / Workspace) · <b>② Model & Replay</b> (Flash/Pro status & video replay) · <b>③ Live Agent Stream</b> (Action perception, target coordinates & structured results) · <b>④ Prompt Dock</b> (Natural language dispatch) · <b>⑤ Task Queue & Dashboard</b> (Lifecycle & history)</sub>
+</p>
+
+* 🖥️ **Web Visual Console (`artemis ui`)**: Real-time screen projection and interactive panel, supporting natural language task dispatch, live reasoning telemetry, action trajectories, and execution replay;
+* 🔌 **Native MCP Protocol (IDE Integration)**: Operates as a standard MCP server seamlessly integrating with **Cursor, Claude Code, OpenClaw**, etc., directly invoking mobile device manipulation inside the IDE;
+* 💻 **Developer CLI (`artemis run`)**: Direct terminal execution for automated tasks, test cases, or AndroidWorld benchmarks with high-fidelity structured terminal output;
+* 🐍 **Python SDK**: Integrates as a standard Python library into existing automated testing frameworks or pipelines with strongly typed Pydantic structured outputs.
+
+## 📊 Head-to-Head Comparison
+
+| Scenario / Dimension | Traditional Automation | Generic Screen AI Agents | **ARTEMIS ☕** |
+| :--- | :--- | :--- | :--- |
+| **Natural Language Execution** | ❌ Rigid hard-coded scripts only | ⚠️ Sluggish (waits 20-30s per tap) | ⚡ **High Throughput**: As fast as 3–5s per step in Flash mode with fluid responses |
+| **UI Redesign Resilience** | ❌ Layout changes break XPath selectors | ⚠️ Coordinate guessing leads to drift | 🎯 **Semantic Grounding**: Blends text, icons & UI tree structure to adapt to UI changes |
+| **Popup Interception** | ❌ Blocked and crashed immediately | ❌ Loops endlessly on unfamiliar screens | 🩹 **Pre-Execution Self-Healing**: Verifies target state before clicking; dismisses popups |
+| **Dynamic & Video Tasks** | ❌ Blind static sleep only | ❌ Blind to dynamic video playback | ⏱️ **Real-Time Multimedia**: Live video stream analysis, countdown timers & speculative chaining |
+| **IDE & Tooling Integration** | ❌ Standalone test runner | ❌ Web-only with high integration friction | 🔌 **Native MCP Server**: Directly callable inside Cursor, Claude Desktop, etc. |
+
+<a id="benchmarks"></a>
+## 🏆 Benchmarks: AndroidWorld (SOTA 99%+)
+
+Evaluated on [AndroidWorld](https://github.com/google-research/android_world) — Google Research's gold-standard benchmark spanning 20+ real apps and 100+ complex multi-step tasks: **Artemis demonstrated exceptional robustness across the entire benchmark suite, achieving a 99%+ completion rate.**
+
+<p align="center">
+  <img src="./docs/assets/androidworld_benchmark_comparison.png" alt="AndroidWorld Benchmark Comparison" width="85%" />
+</p>
+
+## 🚀 How ARTEMIS is Architected
+
+* ⚡ **Optimistic Asynchronous Pipeline**: The front-facing loop responds in milliseconds, while memory pruning and assertion verification run concurrently in the background without blocking execution;
+* 🛡️ **Safety Net Pre-Execution Gate**: Dual-layer pre-check validates target availability milliseconds before action dispatch, instantly intercepting unexpected popups to eliminate blind clicks;
+* ⏱️ **Time-Sensitive Speculative Chaining**: Overcomes LLM inference latency for transient UI elements (e.g. video fullscreen) by predicting target coordinates and executing rapid chained taps.
+
+<details>
+<summary><b>🔍 Click to expand: Architecture Deep Dive & Pipeline Diagram</b></summary>
+
+<br>
+
+### 1. ⚡ Optimistic Asynchronous Pipeline
+* **Status Quo & Pain Points**: Conventional mobile agents rely on a **fully synchronous blocking model** — every single action must wait sequentially for the LLM to prune historical context, check milestone assertions, and audit long-term plans. This inflates per-step latency to 20–40 seconds, creating a sluggish user experience.
+* **Artemis's Architectural Solution**: Inspired by **Optimistic Concurrency Control (OCC) and Snapshot Isolation** in database systems, Artemis completely decouples the main execution loop from heavy auxiliary computation:
+  * **High-Throughput Main Loop**: The front-facing execution path is strictly narrowed to a high-speed "Perception → Decision → Safety Gate → Execution" pipeline;
+  * **Background Concurrent Tasks**: Context token pruning, milestone checkers (`Checker`), and planner validations (`Planner`) run dynamically in parallel without halting device interaction;
+  * **Snapshot Isolation & Rollback**: The agent optimistically charges forward. If background verification detects a deviation, Artemis instantly **rolls back via state snapshots (Rollback)** and injects self-healing feedback.
+
+<p align="center">
+  <img src="./docs/assets/artemis-architecture-pipeline.png" alt="Artemis Optimistic Async Pipeline Architecture" width="100%" />
+</p>
+
+### 2. 🛡️ Pre-Execution Safety Net & Time-Sensitive Speculative Chaining
+* **Status Quo & The Transient UI Dilemma**:
+  * Mobile applications feature numerous **time-sensitive transient UI controls** (e.g. video fullscreen: tapping the screen wakes up the floating overlay, followed immediately by tapping the fullscreen icon).
+  * Traditional agents tap the screen to reveal controls, take a new screenshot, and wait 3–15 seconds for LLM reasoning. By the time the click is dispatched, **the player controls have already auto-faded away** — causing the click to strike the underlying video, triggering an endless loop of accidental pausing and waking.
+* **Artemis's Architectural Solution**:
+  * **Speculative Chained Actions**: Upon recognizing time-sensitive dependencies, the agent dispatches compound chained actions (Wakeup → Millisecond Chained Tap) to hit the target within its transient visibility window;
+  * **Two Pillars Ensuring Reliable Chaining**:
+    1. **Historical UI Prior Prediction**: Predicts the target control's wake-up coordinates based on prior interaction history and app layout heuristics;
+    2. **Safety Net Pre-Execution Gate**: Milliseconds before the chained action lands, the Safety Net instantly verifies that the target control was successfully revealed at the expected coordinates. If the wakeup failed or an unexpected popup intercepted it, execution is **immediately blocked to prevent blind clicks**.
+
+</details>
 
 ## ⚡ Execution Profiles: Flash vs. Pro
 
-| Feature | ARTEMIS Flash (`--profile flash`) | ARTEMIS Pro (`--profile default`) |
+| Feature / Dimension | ⚡ **ARTEMIS Flash** (`--profile flash`) | 🧠 **ARTEMIS Pro** (`--profile pro`) |
 | :--- | :--- | :--- |
-| **Model Loop** | Single reactive agent (Observe-Think-Act) | Multi-node LangGraph orchestration |
-| **Best For** | Short, deterministic tasks (< 35 steps) | Deep, complex, multi-stage workflows |
-| **Step Latency** | ~3–5 seconds / step | ~15–30 seconds / turn (with planning & validation) |
-| **Planning** | Direct goal execution | Hierarchical multi-step plan decomposition |
-| **Diagnostics** | Basic error reporting | Deep diagnostics, log analysis & self-healing |
+| **Design Purpose** | **Lightweight & Fast**: Direct deterministic UI actions | **Deep Reasoning**: Multi-step planning & complex self-healing |
+| **Step Latency** | **3–5 seconds** / step | **15–30 seconds** / turn (includes planning & verification) |
+| **Task Duration** | Minute-level short tasks (typically ≤35 steps) | Runs stably for **10+ hours**; monitoring tasks support **24/7 execution** |
+| **Best Suited For** | Well-defined standard UI tasks | Complex cross-app workflows, failure self-healing, continuous monitoring |
+| **Self-Healing** | Local step retries | **Safety Net Gate** + dialog suppression + crash recovery + snapshot rollback |
+| **Media Analysis** | **Basic visual perception** + High-Speed OCR | Full `scrcpy`/`ffmpeg` video stream analysis + Logcat logs |
 
----
+## 🗺️ Roadmap
 
-## 🔌 Model Context Protocol (MCP) Integration
+- [x] **Optimistic Asynchronous Pipeline**: Ultra-lean main loop + background context compression & milestone checks.
+- [x] **Pre-Execution Safety Net**: Millisecond pre-check gate & speculative chained actions.
+- [x] **Time-Sensitive Media Tasks**: Fullscreen video and audio stream analysis with `scrcpy` & `ffmpeg`.
+- [x] **Native MCP Server**: Seamless integration with tools like Cursor and Claude Desktop.
+- [x] **Web Visual Console**: Live screen projection, interactive playground, and trajectory review.
+- [x] **AndroidWorld SOTA**: Achieved 99%+ task completion rate.
+- [ ] **Cross-Platform Extensions**: Exploring iOS and desktop Web perception and execution.
+- [ ] **On-Device Lightweight VLMs**: Zero-cloud local execution with lightweight edge vision models.
+- [ ] **Real-time Duplex Voice Mode**: Natural voice input with real-time interruption (barge-in) control.
 
-ARTEMIS includes built-in MCP servers and tools to allow AI IDEs (such as Claude Desktop, Cursor, and Gemini Jetski) to control Android devices directly:
+## 🤝 Community & Contributing
 
-| Tool Name | Description |
-| :--- | :--- |
-| `mobile_run_task` | Launches an autonomous background automation task on the connected device. |
-| `mobile_manage_task` | Inspects status, terminates tasks, or injects real-time steering instructions. |
-| `mobile_get_device_state` | Retrieves real-time screenshots or simplified accessibility UI trees. |
-| `mobile_inspect_trace` | Inspects step-by-step screenshots, visual action overlays, and execution logs. |
-
----
-
-## ⚙️ Configuration Guide
-
-All model configurations, thinking budgets, agent capabilities, and tool filtering are consolidated into a single self-explanatory configuration file: [`config/artemis.jsonc`](config/artemis.jsonc).
-
-```jsonc
-{
-  // 1. Global Default Model (Applied across all sub-agents unless overridden)
-  "default": {
-    "provider": "google",
-    "model": "gemini-3.6-flash",
-    "thinking_level": "medium",
-    "fallback": {
-      "provider": "google",
-      "model": "gemini-3.5-flash"
-    }
-  },
-
-  // 2. Built-in Presets
-  "presets": {
-    "gemini-flagship": { "provider": "google", "model": "gemini-3.6-flash" },
-    "openai-gpt4o": { "provider": "openai", "model": "gpt-4o" },
-    "cost-saving": { "provider": "google", "model": "gemini-3.5-flash-lite" },
-    "local-ollama": { "provider": "openai", "model": "llama3.2-vision" }
-  },
-
-  // 3. Agent & Sub-Agent Node Customizations (Optional overrides)
-  "nodes": {
-    // 🧠 Planner: High-level goal decomposition and strategic step planning
-    "planner": { "thinking_level": "medium" },
-
-    // 🎯 Operator: Screen perception, element interaction, and direct execution
-    "operator": { "thinking_level": "medium", "include_thoughts": true },
-
-    // 🛡️ Validator & Failure Analyzer: Self-healing and auto-recovery
-    "validator_failure_analyzer": { "thinking_level": "medium" }
-  },
-
-  // 4. Agent Capabilities & Tool Filtering
-  "agent": {
-    "explorer_versions": { "operator": "flash", "validator": "flash" },
-    "denylisted_tools": {
-      "explorer": ["ask_image_processor", "get_ocr_list", "inspect_region"]
-    }
-  }
-}
-```
-
-> [!TIP]
-> **Zero-Friction Global Change**: To switch the entire platform from Gemini to GPT-4o or Claude, simply edit the `"default"` block once in `config/artemis.jsonc`. All 15 sub-agents automatically inherit the new model!
-
-### Using Non-Google LLMs
-
-ARTEMIS supports multi-provider LLM backends via standard LangChain integrations (Google Gemini, OpenAI, OpenRouter, xAI / Grok, or Google Vertex AI).
-
-#### Supported Providers & API Key Setup
-
-| Provider | Provider Key | Environment Variable | Base URL Override | Example Models |
-| :--- | :--- | :--- | :--- | :--- |
-| **Google Gemini** | `google` *(default)* | `GEMINI_API_KEY` | N/A | `gemini-3.6-flash`, `gemini-3.5-flash` |
-| **Google Vision OCR** | `ocr` | `OCR_API_KEY` | N/A | Google Cloud Vision Text Detection |
-| **Google Vertex AI** | `vertexai` | Google ADC (`gcloud auth application-default login`) | N/A | `gemini-3.6-flash` |
-| **OpenAI** | `openai` | `OPENAI_API_KEY` | `OPENAI_BASE_URL` | `gpt-4o`, `gpt-4o-mini`, `o3` |
-| **OpenRouter** | `openrouter` | `OPEN_ROUTER_API_KEY` | N/A | `anthropic/claude-3.5-sonnet`, `meta-llama/llama-3.3-70b-instruct` |
-| **xAI (Grok)** | `xai` | `XAI_API_KEY` | N/A | `grok-2-vision-1212`, `grok-beta` |
-
-> [!NOTE]
-> ARTEMIS uses multimodal visual grounding (screenshots) for UI navigation. When assigning non-Google models to vision-dependent agents (such as `operator`), ensure the selected model supports image/vision inputs.
-
-#### Switching Provider in `config/artemis.jsonc`
-
-To use OpenAI or Claude globally, simply change the `default` section in [`config/artemis.jsonc`](config/artemis.jsonc):
-
-```jsonc
-{
-  "default": {
-    "provider": "openai",
-    "model": "gpt-4o",
-    "fallback": {
-      "provider": "openai",
-      "model": "gpt-4o-mini"
-    }
-  }
-}
-```
-
-#### Custom / Local OpenAI-Compatible Endpoints (Ollama, vLLM, LocalAI)
-
-To connect ARTEMIS to local or self-hosted LLM endpoints (e.g., Ollama or vLLM), set `OPENAI_BASE_URL` in `.env` and specify `openai` as the provider in your configuration:
-
-```bash
-# Route OpenAI provider calls to local Ollama / vLLM endpoint
-OPENAI_API_KEY=ollama  # dummy key if required by client
-OPENAI_BASE_URL=http://localhost:11434/v1
-```
-
----
-
-## 📊 Trace Inspection & Observability
-
-Every task execution can record rich execution artifacts stored in `./traces/<trace_id>/`:
-- **`notes/`**: High-level planner notes, step summaries, and generated reports (`output.md`).
-- **`screenshots/`**:
-  - `before_screenshot.jpg`: Initial screen observed by the agent.
-  - `action_overlay_screenshot.jpg`: Screen with visual tap markers (red circles) and swipe vectors (red arrows).
-- **`logs/`**: Raw framework, operator, and failure analyzer diagnostic logs.
-
----
-
-## 🛠 Development & Testing
-
-ARTEMIS provides standard `make` targets for development:
-
-```bash
-# Setup environment and pre-commit hooks
-make setup
-
-# Run test suite
-make test
-
-# Run code formatters (ruff)
-make format
-
-# Run linter checks
-make lint
-
-# Run static type checker (pyright)
-make typecheck
-```
-
----
+Contributions are warmly welcomed!
+* ⭐ **Star the repo** to follow updates and releases
+* 💬 Join the [Discord Community](https://discord.gg/wF2FN4WHGY) for technical discussions
+* 🐛 Open an [Issue](https://github.com/google/artemis/issues) or submit a [Pull Request](https://github.com/google/artemis/pulls)
 
 ## 📄 License
 
diff --git a/README_CN.md b/README_CN.md
new file mode 100644
index 0000000..cdc32c1
--- /dev/null
+++ b/README_CN.md
@@ -0,0 +1,251 @@
+<p align="center">
+  <img src="./docs/assets/artemis-banner.png" alt="ARTEMIS Banner" width="100%" />
+</p>
+
+<p align="center">
+  <strong>ARTEMIS: 全自动操控手机的 AI 个人助理</strong>
+</p>
+
+<p align="center">
+  <em>⚡ 让 Cursor / Claude Code 接管真机 • 跨 App 复杂自动化 • 零脚本维护 UI 测试 • Flash 模式单步最快 3-5 秒</em>
+</p>
+
+<p align="center">
+  <a href="./README.md">English</a> •
+  <a href="./README_CN.md"><b>中文文档</b></a> •
+  <a href="#quick-start">快速上手</a> •
+  <a href="#mcp-setup">MCP 接入 IDE</a> •
+  <a href="#benchmarks">基准评测</a> •
+  <a href="https://discord.gg/wF2FN4WHGY">Discord 社区</a>
+</p>
+
+<p align="center">
+  <a href="https://www.python.org/downloads/"><img src="https://img.shields.io/badge/Python-3.12+-3776AB.svg?logo=python&logoColor=white" alt="Python 3.12+"></a>
+  <a href="LICENSE"><img src="https://img.shields.io/badge/License-Apache%202.0-blue.svg" alt="License: Apache-2.0"></a>
+  <a href="https://modelcontextprotocol.io/"><img src="https://img.shields.io/badge/MCP-Native%20Server-8A2BE2.svg" alt="MCP Native"></a>
+  <a href="https://ai.google.dev/"><img src="https://img.shields.io/badge/Multimodal-Gemini%20%7C%20Claude%20%7C%20GPT--4o%20%7C%20Qwen--VL-4285F4.svg" alt="Multi-Model"></a>
+  <a href="https://github.com/google-research/android_world"><img src="https://img.shields.io/badge/AndroidWorld-99%25%2B%20SOTA-success.svg" alt="AndroidWorld SOTA"></a>
+</p>
+
+<!-- 演示效果图 -->
+<p align="center">
+  <img src="./docs/assets/demo.gif" alt="Artemis 演示效果" width="88%" />
+  <br>
+  <em><b>实机演示</b>：在 Google Maps 中设置驾车路线并计算总耗时，随后打开 YouTube 播放 Coldplay 的歌曲。</em>
+</p>
+
+## ✨ 核心亮点
+
+* ⚡ **极致响应速度**：首创**全链路乐观异步流水线 (Optimistic Async Pipeline)**，主干执行流与后台重度推理完全解耦；
+* 🔋 **超长程稳定运行**：**Pro 模式**可运行超 10 小时，监控任务甚至可以全天候运行；
+* 🔌 **原生 MCP (Model Context Protocol) 赋能**：让 **Cursor、Claude Code、OpenClaw、Windsurf** 直接长出“操作真机的双手”，在聊天窗口一句话完成真机测试与 Bug 复现；
+* 💾 **可视化控制台与持久化调试**：提供 Web UI 实时投屏、操作回放与任务持久化管理，支持通过自然语言生成测试用例，并对历史执行进行高保真可视化审查；
+* 🏆 **业界顶尖 SOTA**：在 Google Research **AndroidWorld** 基准评测（100+ 复杂长程任务）中取得 **99%+ 任务完成率**。
+
+<a id="quick-start"></a>
+<a id="快速上手"></a>
+## ⚡ 快速上手
+
+确保电脑已连接 Android 实体机（已开启 **USB 调试**）或 Android 模拟器。
+
+```bash
+# 1. 克隆代码仓库并进入目录
+git clone https://github.com/google/artemis.git && cd artemis
+
+# 2. 一键启动（自动检测并安装 ADB、scrcpy、FFmpeg、uv 运行时等全部依赖，并拉起控制台）
+# 🍎 macOS & 🐧 Linux
+./start.sh
+
+# 🪟 Windows (CMD / PowerShell)
+start.bat
+```
+
+> 💡 **提示**：启动后将自动在默认浏览器中打开 Web 控制台（`http://localhost:8000`），提供设备连接向导、实时投屏、任务演练与状态回放面板。你也可以通过命令行直接运行：`artemis run "打开系统设置，找到电池选项并告诉我当前电量" --profile flash`。
+
+<a id="mcp-setup"></a>
+<a id="mcp"></a>
+<details>
+<summary><b>🔌 接入 Cursor / Claude Code / Windsurf (MCP)（点击展开）</b></summary>
+
+<br>
+
+ARTEMIS 内置原生 **Model Context Protocol (MCP)** 服务。只需将以下配置加入你的 IDE 配置文件中，即可在编写代码时直接驱动真机：
+
+### 1. 生成或查看配置
+
+运行内置命令一键获取当前环境的完整配置 JSON：
+
+```bash
+artemis mcp --generate-config cursor
+# 或生成所有 IDE 配置：
+artemis mcp --generate-config all
+```
+
+### 2. 复制配置到 IDE
+
+* **Cursor** (`.cursor/mcp.json` 或 设置 ➔ MCP Servers)：
+```json
+{
+  "mcpServers": {
+    "artemis": {
+      "command": "python",
+      "args": ["-m", "mcp_server"],
+      "cwd": "/path/to/artemis",
+      "env": {
+        "PYTHONUNBUFFERED": "1"
+      }
+    }
+  }
+}
+```
+
+* **Claude Desktop** (`claude_desktop_config.json`)：
+```json
+{
+  "mcpServers": {
+    "artemis": {
+      "command": "python",
+      "args": ["-m", "mcp_server"],
+      "cwd": "/path/to/artemis"
+    }
+  }
+}
+```
+
+### 3. 在 IDE 中体验真机协同
+在 Cursor / Claude Code 对话框中直接输入：
+> 💬 *"请帮我把刚刚修改的代码编译成 APK 并安装到手机上，打开登录页面输入测试账号，验证登录后是否有异常弹窗，并把最终页面截图回传。"*
+
+</details>
+
+<a id="python-sdk"></a>
+<details>
+<summary><b>🐍 Python SDK 极简集成（点击展开）</b></summary>
+
+<br>
+
+只需几行代码，将移动端自动化智能体无缝嵌入你的 Python 脚本与 CI/CD 流水线中：
+
+```python
+import asyncio
+from artemis.interfaces.sdk import ArtemisClient
+
+
+async def main():
+    # 初始化客户端（支持 "flash" 极速模式 或 "pro" 深度推理模式）
+    client = ArtemisClient(default_profile="flash")
+
+    # 执行自然语言任务
+    result = await client.run("打开计算器，计算 (128 * 45) + 330 的结果")
+
+    print(f"执行状态: {result.status}")
+    print(f"消耗步数: {result.turns}")
+    print(f"Trace ID: {result.trace_id}")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
+```
+
+</details>
+
+## 🕹️ 使用方式
+
+<p align="center">
+  <img src="./docs/assets/artemis-ui-showcase.png" alt="Artemis 可视化控制台" width="90%" />
+  <br />
+  <sub>💡 <b>控制台功能布局</b>：<b>① 顶栏视图切换</b>（主页与工作区） · <b>② 运行模式与录屏回放</b>（Flash/Pro 状态与视频回放） · <b>③ 实时感知推理流</b>（动作分解、点击坐标与结构化总结） · <b>④ 自然语言下发胶囊</b>（自然语言驱动真机） · <b>⑤ 任务队列看板</b>（状态流转与历史回溯）</sub>
+</p>
+
+* 🖥️ **Web 可视化控制台 (`artemis ui`)**：集成设备实时投屏与交互面板，支持通过自然语言下发任务，实时观测推理过程、操作轨迹与状态回放；
+* 🔌 **MCP 协议集成 (IDE 联动)**：作为标准 MCP 服务器无缝接入 **Cursor、Claude Code、OpenClaw** 等环境，直接在 IDE 中调用移动端真机操作能力；
+* 💻 **命令行工具 (`artemis run`)**：支持通过 CLI 直接执行自动化任务、测试用例或 AndroidWorld 基准评测，提供高保真结构化终端输出；
+* 🐍 **Python SDK**：作为标准 Python 库集成至现有自动化测试框架或流水线，提供基于 Pydantic 的强类型结构化输出。
+
+## 📊 方案横向对比
+
+| 场景 / 维度 | 传统自动化框架 | 常见屏幕 Agent | **ARTEMIS ☕** |
+| :--- | :--- | :--- | :--- |
+| **自然语言指令支持** | ❌ 仅支持硬编码脚本，无语义理解 | ⚠️ 响应较慢，单步交互通常需 20-30 秒 | ⚡ **高效执行**：Flash 模式下单步最快约 3-5 秒，交互流畅 |
+| **UI 改版适应能力** | ❌ 元素变更易导致脚本执行中断 | ⚠️ 依赖绝对坐标，存在位置偏移风险 | 🎯 **多模态语义定位**：结合文本、图标与层次结构，自适应 UI 变化 |
+| **异常弹窗处理** | ❌ 弹窗遮挡易导致定位失败 | ❌ 面对未知弹窗易陷入无效循环 | 🩹 **执行前校验与自愈**：操作前确认目标状态，自动识别并处理干扰弹窗 |
+| **动态与视频场景** | ❌ 仅支持静态等待 (sleep)，无动态感知 | ❌ 无法识别视频与动态流媒体内容 | ⏱️ **流媒体分析**：支持视频流分析、倒计时识别与预测性连点 |
+| **开发环境集成** | ❌ 独立运行，难以直接与 AI IDE 联动 | ❌ 通常仅提供独立网页，集成成本高 | 🔌 **原生 MCP 支持**：可在 Cursor、Claude Desktop 等环境中直接调用 |
+
+<a id="benchmarks"></a>
+<a id="基准评测"></a>
+## 🏆 基准评测：AndroidWorld (SOTA 99%+)
+
+在 Google Research 发布的业界基准评测 [AndroidWorld](https://github.com/google-research/android_world)（涵盖 20+ 款常用应用与 100+ 项复杂多步长程任务）中：**Artemis 在全套长程任务评测中展现了高鲁棒性，取得了超过 99% 的任务完成率。**
+
+<p align="center">
+  <img src="./docs/assets/androidworld_benchmark_comparison.png" alt="AndroidWorld 评测基准对比" width="85%" />
+</p>
+
+## 🚀 ARTEMIS 是如何建构的
+
+* ⚡ **全链路乐观异步 (Optimistic Async)**：主交互循环毫秒级响应下发，记忆修剪与阶段断言全部在后台并发静默运行，告别死等；
+* 🛡️ **Safety Net 动作守门**：动作下发前毫秒级双重校验目标，突发弹窗即刻拦截自愈，绝不盲点空气；
+* ⏱️ **时效敏感预测性连点 (Speculative Chaining)**：针对视频全屏等瞬态交互，结合历史先验预测坐标并极速连点，彻底解决大模型延迟导致控件消失的问题。
+
+<details>
+<summary><b>🔍 点击展开：核心架构设计细节与流水线流程图</b></summary>
+
+<br>
+
+### 1. ⚡ 全链路乐观异步流水线 (Optimistic Asynchronous Pipeline)
+* **现有方案与问题**：传统移动端智能体普遍采用**全同步阻塞模型** —— 每一步交互都必须同步串行等待大模型完成历史上下文修剪、阶段性断言检查与长程规划审计。这导致主交互循环极度臃肿，单步延迟动辄 20–40 秒，交互体验迟缓；
+* **Artemis 的架构解法**：借鉴数据库的**乐观并发控制 (OCC) 与快照隔离**思想，将主干执行流与重度计算彻底解耦：
+  * **高吞吐前台主循环**：前台严格收敛为「感知 → 决策 → 守门 → 执行」极简流水线，单步响应压缩至秒级；
+  * **后台并发异步处理**：上下文修剪、里程碑断言校验（Checker）、全局规划审计（Planner）全部在后台并发静默运行，零阻塞前台；
+  * **快照隔离与无损回滚**：前台以前瞻视角乐观执行；一旦后台异步断言检测到状态偏离，系统基于快照机制**一键无损回滚 (Rollback)** 并注入纠偏反馈，兼得极低延迟与可靠自愈。
+
+<p align="center">
+  <img src="./docs/assets/artemis-architecture-pipeline.png" alt="Artemis 乐观异步流水线架构" width="100%" />
+</p>
+
+### 2. 🛡️ 动作守门机制 (Safety Net) 与时效敏感预测性连点 (Speculative Chaining)
+* **现有方案与时效困境**：
+  * 移动端存在大量**时效敏感型交互**（如视频全屏播放：必须先轻点屏幕唤醒浮层控件，再点击全屏按钮）。
+  * 传统智能体在点击屏幕唤醒控件后，重新截屏并等待大模型推理决策耗时数秒；而此时**播放器控件早已自动淡出隐藏**，导致后续点击直接打在视频画面上，陷入“唤醒 → 控件消失 → 误触暂停 → 再次唤醒”的死循环。
+* **Artemis 的架构解法**：
+  * **预测性链式连点 (Speculative Chaining)**：智能体在识别此类时序依赖后，直接下发复合连击指令（唤醒 → 毫秒级连击全屏），在控件有效窗口期内瞬时完成交互；
+  * **保障连点绝对可靠的两大支柱**：
+    1. **历史先验位置预测**：基于历史交互轨迹与应用 UI 先验知识，精准预判控件唤醒后的目标坐标；
+    2. **Safety Net 毫秒级拦截守门**：在连击动作落下的前一刻，瞬间核验目标控件是否已被成功唤醒并位于预判位置。若唤醒失败或遭遇意外弹窗遮挡，**立刻前置拦截熔断，杜绝盲点误触**。
+
+</details>
+
+## ⚡ 运行模式对比：Flash vs. Pro
+
+| 特性对比 | ⚡ **ARTEMIS Flash** (`--profile flash`) | 🧠 **ARTEMIS Pro** (`--profile pro`) |
+| :--- | :--- | :--- |
+| **设计定位** | **轻量极速**：面向常规确定性操作 | **深度规划**：面向长流程与复杂自愈 |
+| **单步延迟** | **3–5 秒** / 步 | **15–30 秒** / 轮 (包含深度推理与全局校验) |
+| **任务时长** | 分钟级短程任务（通常 ≤35 步） | 可稳定运行**超 10 小时**，监控任务可**全天候运行** |
+| **适用场景** | 目标明确的常规 UI 操作 | 复杂的跨 App 长流程、故障自愈、持续状态观察 |
+| **自愈机制** | 基础局部重试 | **Safety Net 校验** + 弹窗处理 + 崩溃恢复 + 快照回滚 |
+| **多媒体分析** | 基础视觉感知 + 高速 OCR | 完整 `scrcpy`/`ffmpeg` 视频流分析 + Logcat 日志采集 |
+
+## 🗺️ 路线图
+
+- [x] **全链路乐观异步流水线**：主流程轻量化，后台并发执行记忆压缩与断言校验。
+- [x] **Safety Net 执行前校验**：动作下发前双层核验与预测性链式执行。
+- [x] **时间敏感多媒体处理**：集成 `scrcpy` 与 `ffmpeg` 分析全屏视频与音频流。
+- [x] **原生 MCP 服务支持**：支持与 Cursor、Claude Desktop 等工具无缝集成。
+- [x] **Web 可视化控制台**：提供设备投屏、交互演练与轨迹回溯。
+- [x] **AndroidWorld SOTA**：达到 99%+ 的任务完成率。
+- [ ] **跨平台扩展**：探索 iOS 与 Web 端的定位与操作能力。
+- [ ] **端侧轻量化模型**：支持在设备本地离线运行的轻量级 Edge VLM 模型。
+- [ ] **实时语音双工交互**：支持自然语音输入与实时打断控制。
+
+## 🤝 社区与贡献
+
+欢迎通过以下方式参与项目建设：
+* ⭐ **Star 本项目**以关注最新进展与更新
+* 💬 加入 [Discord 社区](https://discord.gg/wF2FN4WHGY) 参与技术探讨与功能建议
+* 🐛 提交 [Issue](https://github.com/google/artemis/issues) 反馈 Bug，欢迎发起 [Pull Request](https://github.com/google/artemis/pulls) 贡献代码
+
+## 📄 开源许可证
+
+本项目基于 [Apache License 2.0](LICENSE) 协议开源。
diff --git a/apps/README.md b/apps/README.md
deleted file mode 100644
index 486c62f..0000000
--- a/apps/README.md
+++ /dev/null
@@ -1,26 +0,0 @@
-# 📱 Artemis Applications Ecosystem (`apps/`)
-
-This directory houses the two primary applications and user interfaces of the Artemis ecosystem.
-
----
-
-## 📂 Subsystems Overview
-
-```
-apps/
-├── 🛠️ admin_console/    # [Interface 1] Full-fidelity Trace Inspector & Task Control Console (FastAPI + Web)
-└── ✨ showcase_ui/      # [Interface 2] Aesthetic User Presentation & Interaction Workspace (Angular 19)
-```
-
----
-
-## 🔍 Detailed Comparison of the Two UIs
-
-| Dimension | 🛠️ Admin & Trace Console (`admin_console`) | ✨ Showcase & Workspace UI (`showcase_ui`) |
-| :--- | :--- | :--- |
-| **Primary Audience** | Developers, Test Engineers, System Admins | End Users, Customers, Product Demo Audiences |
-| **UI Paradigm** | High-density, full-fidelity tree logs, step-by-step inspector | Dynamic Aurora Glow, Glassmorphism, dual-pane stream |
-| **Core Capabilities** | • Full hierarchical Call Tree & LLM thinking inspection<br>• Pre/post action screenshots & visual overlay verification<br>• Video playback & step replay engine (`/api/replay`)<br>• Queue tasks & live state toggle | • Real-time Agent thought & action progress streaming<br>• Interactive natural language chat sidebar<br>• Aesthetic visual representation of mobile autonomy |
-| **Tech Stack** | Python (FastAPI) + Vanilla Responsive Web | TypeScript, Angular 19, SCSS |
-| **Start Command** | `uv run uvicorn apps.admin_console.server:app --port 8000 --reload` | `cd apps/showcase_ui && npm start` (Port 4200) |
-
diff --git a/apps/__init__.py b/apps/__init__.py
index 2a5c098..89afab8 100644
--- a/apps/__init__.py
+++ b/apps/__init__.py
@@ -12,5 +12,4 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-
-"""Artemis / Latte Applications Package."""
+"""Artemis Applications Package."""
diff --git a/apps/admin_console/README.md b/apps/admin_console/README.md
deleted file mode 100644
index fd63072..0000000
--- a/apps/admin_console/README.md
+++ /dev/null
@@ -1,51 +0,0 @@
-# 🛠️ Artemis Admin & Trace Console
-
-A comprehensive developer/administrator control plane and trace inspection console for the Latte/Artemis mobile automation system.
-
----
-
-## 🎯 Key Features
-
-1. **Full Trace Inspection (`/api/sessions`, `/api/steps`)**:
-   - Hierarchical Call Tree exploration (LLM thoughts, tool calls, agent motivations).
-   - Step-by-step pre/post screenshots and action overlays (tap circles, swipe paths).
-   - Streaming logs and video recording playback.
-2. **Task Control Center (`/api/run`)**:
-   - Directly launch autonomous tasks with custom goals and model profiles (Flash / Pro).
-   - Pause, resume, and manage FIFO task execution queues.
-3. **Step Replay & Debugging Engine (`/api/replay`)**:
-   - Replay individual steps with isolated inputs, state inspection, and live device execution.
-
----
-
-## 🚀 How to Start
-
-### Option 1: Using `uv` (Recommended)
-From the repository root:
-```bash
-uv run uvicorn apps.admin_console.server:app --host 0.0.0.0 --port 8000 --reload
-```
-Or directly using Python module:
-```bash
-uv run python -m apps.admin_console.server
-```
-
-### Option 2: From the `apps/admin_console` directory
-```bash
-cd apps/admin_console
-uv run uvicorn server:app --host 0.0.0.0 --port 8000 --reload
-```
-
-Once started, open your browser and navigate to:
-👉 **`http://localhost:8000`**
-
----
-
-## 🎥 Video Debugging Mode
-
-By default, `VideoAnalyzer` cleans up local temporary video files after execution. To retain video recordings for full playback in the console:
-
-```bash
-KEEP_VIDEOS=1 artemis run "your task goal"
-```
-Or set `ARTEMIS_DEBUG=1` in your environment.
diff --git a/apps/admin_console/core/config.py b/apps/admin_console/core/config.py
index 7f80a96..95385ba 100644
--- a/apps/admin_console/core/config.py
+++ b/apps/admin_console/core/config.py
@@ -63,6 +63,12 @@ except ImportError:
 REPLAY_BASE_DIR = TRACES_PATH / "replay"
 TEST_DATA_DIR = REPLAY_BASE_DIR / "data"
 TEST_OUTPUTS_DIR = REPLAY_BASE_DIR / "outputs"
-
 IMAGES_DIR = TRACES_PATH / "images"
 PAUSE_FILE = WORKSPACE_ROOT / ".artemis_paused"
+
+# Ensure all essential runtime directories exist automatically
+for _d in (TRACES_PATH, REPLAY_BASE_DIR, TEST_DATA_DIR, TEST_OUTPUTS_DIR, IMAGES_DIR):
+    try:
+        _d.mkdir(parents=True, exist_ok=True)
+    except Exception:
+        pass
diff --git a/apps/admin_console/core/state.py b/apps/admin_console/core/state.py
index d37dd67..e4e73e5 100644
--- a/apps/admin_console/core/state.py
+++ b/apps/admin_console/core/state.py
@@ -36,25 +36,96 @@ class ServerState:
         self.active_connections: dict[str, dict[str, Any]] = {}
         self.active_session_id: str | None = None
         self.was_stopped_manually: bool = False
+        self.cancelled_session_ids: set[str] = set()
 
-        # FIFO Task queue
-        self.task_queue: asyncio.Queue = asyncio.Queue()
-        self.queue_tasks: list[dict[str, Any]] = []
+        # Unified single source of truth for task queue
+        self.queue_items: list[dict[str, Any]] = []
+        self._wake_event: asyncio.Event | None = None
         self.worker_task: asyncio.Task | None = None
 
+    @property
+    def wake_event(self) -> asyncio.Event:
+        try:
+            loop = asyncio.get_running_loop()
+        except RuntimeError:
+            loop = None
+
+        if self._wake_event is None or (
+            loop
+            and getattr(self._wake_event, "_loop", None) is not None
+            and self._wake_event._loop != loop
+        ):
+            self._wake_event = asyncio.Event()
+        return self._wake_event
+
+    @property
+    def task_queue(self) -> list[dict[str, Any]]:
+        """Backward compatibility alias for queue_items."""
+        return self.queue_items
+
+    @property
+    def queue_tasks(self) -> list[dict[str, Any]]:
+        """Returns all currently pending tasks in the queue."""
+        return [t for t in self.queue_items if isinstance(t, dict) and t.get("status") == "pending"]
+
+    @queue_tasks.setter
+    def queue_tasks(self, val: list[dict[str, Any]]):
+        # Compatibility setter
+        self.queue_items = list(val)
+
     @property
     def queue_goals(self) -> list[str]:
         """Backward compatibility helper for queue goals."""
-        return [t.get("goal", "") for t in self.queue_tasks if isinstance(t, dict)]
+        return [t.get("goal", "") for t in self.queue_tasks]
 
     @queue_goals.setter
     def queue_goals(self, val: list[Any]):
-        # Allow setting if legacy code updates it
         pass
 
     @property
     def is_running(self) -> bool:
-        return self.current_process is not None and self.current_process.returncode is None
+        has_proc = False
+        if self.current_process is not None:
+            if self.current_process.returncode is not None:
+                has_proc = False
+                self.current_process = None
+            else:
+                pid = getattr(self.current_process, "pid", None)
+                if pid:
+                    try:
+                        import os
+
+                        os.kill(pid, 0)
+                        has_proc = True
+                    except (ProcessLookupError, PermissionError, OSError):
+                        has_proc = False
+                        self.current_process = None
+                else:
+                    has_proc = False
+                    self.current_process = None
+
+        has_running_item = any(
+            isinstance(t, dict) and t.get("status") == "running" for t in self.queue_items
+        )
+
+        has_live_connection = False
+        for sid, conn in list(self.active_connections.items()):
+            c_pid = conn.get("pid")
+            if c_pid:
+                try:
+                    import os
+
+                    os.kill(c_pid, 0)
+                    has_live_connection = True
+                except (ProcessLookupError, PermissionError, OSError):
+                    self.active_connections.pop(sid, None)
+
+        if not has_proc and not has_running_item and not has_live_connection:
+            self.active_session_id = None
+            self.current_process = None
+            return False
+
+        return True
 
     @property
     def is_paused(self) -> bool:
@@ -69,13 +140,10 @@ class ServerState:
             self.ipc_subscribers.remove(callback)
 
     def clear_queue(self):
-        while not self.task_queue.empty():
-            try:
-                self.task_queue.get_nowait()
-                self.task_queue.task_done()
-            except (asyncio.QueueEmpty, ValueError):
-                break
-        self.queue_tasks.clear()
+        """Clears all pending items from the task queue."""
+        self.queue_items = [t for t in self.queue_items if t.get("status") == "running"]
+        if self._wake_event:
+            self._wake_event.set()
 
 
 # Global shared instance
diff --git a/apps/admin_console/database/connection.py b/apps/admin_console/database/connection.py
index 5de31d3..a7f2530 100644
--- a/apps/admin_console/database/connection.py
+++ b/apps/admin_console/database/connection.py
@@ -15,7 +15,6 @@
 from contextlib import contextmanager
 from pathlib import Path
 import sqlite3
-from fastapi import HTTPException
 
 try:
     from admin_console.core.config import DB_PATH
@@ -23,13 +22,29 @@ except ImportError:
     from apps.admin_console.core.config import DB_PATH
 
 
+_initialized_dbs = set()
+
+
 def get_db(db_path: Path | None = None) -> sqlite3.Connection:
     """Returns a SQLite connection with timeout and Row row_factory."""
     path = db_path or DB_PATH
-    if not path.exists():
-        raise HTTPException(status_code=500, detail=f"Database not found at {path}")
+    path_key = str(path)
+    if path_key not in _initialized_dbs:
+        path.parent.mkdir(parents=True, exist_ok=True)
+        try:
+            from artemis.data_engine.storage import StorageManager
+
+            StorageManager(db_path=path, base_trace_dir=path.parent)
+            _initialized_dbs.add(path_key)
+        except Exception:
+            pass
     conn = sqlite3.connect(path, timeout=10.0)
     conn.row_factory = sqlite3.Row
+    try:
+        conn.execute("PRAGMA journal_mode=WAL")
+        conn.execute("PRAGMA busy_timeout=10000")
+    except Exception:
+        pass
     return conn
 
 
diff --git a/apps/admin_console/database/repositories/__init__.py b/apps/admin_console/database/repositories/__init__.py
index 30cb974..58d482e 100644
--- a/apps/admin_console/database/repositories/__init__.py
+++ b/apps/admin_console/database/repositories/__init__.py
@@ -10,4 +10,4 @@
 # distributed under the License is distributed on an "AS IS" BASIS,
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
-# limitations under the License.
\ No newline at end of file
+# limitations under the License.
diff --git a/apps/admin_console/database/repositories/session_repository.py b/apps/admin_console/database/repositories/session_repository.py
index 4b0b3cc..9821ea8 100644
--- a/apps/admin_console/database/repositories/session_repository.py
+++ b/apps/admin_console/database/repositories/session_repository.py
@@ -33,13 +33,6 @@ class SessionRepository:
             cursor.execute("SELECT * FROM sessions ORDER BY start_time DESC")
             return [dict(r) for r in cursor.fetchall()]
 
-    def get_session_by_id(self, session_id: str) -> dict[str, Any] | None:
-        with db_session(self.db_path) as conn:
-            cursor = conn.cursor()
-            cursor.execute("SELECT * FROM sessions WHERE session_id = ?", (str(session_id),))
-            row = cursor.fetchone()
-            return dict(row) if row else None
-
     def get_video_recordings_map(self) -> dict[str, str]:
         with db_session(self.db_path) as conn:
             cursor = conn.cursor()
diff --git a/apps/admin_console/database/repositories/step_repository.py b/apps/admin_console/database/repositories/step_repository.py
index 7070999..71d0d7b 100644
--- a/apps/admin_console/database/repositories/step_repository.py
+++ b/apps/admin_console/database/repositories/step_repository.py
@@ -13,6 +13,7 @@
 # limitations under the License.
 
 import json
+import re
 from typing import Any
 
 try:
@@ -183,9 +184,27 @@ class StepRepository:
             )
 
         args = payload_obj.get("args", payload_obj)
-        if isinstance(args, dict):
-            return {"args": self._clean_value(args)}
-        return {"args": self._clean_value(args)}
+        cleaned_args = (
+            self._clean_value(args) if isinstance(args, dict) else self._clean_value(args)
+        )
+        result_payload: dict[str, Any] = {"args": cleaned_args}
+
+        # Extract structured action execution results
+        res = payload_obj.get("result")
+        if isinstance(res, dict):
+            if res.get("post_image_name"):
+                result_payload["post_image_name"] = res["post_image_name"]
+            if res.get("pre_image_name"):
+                result_payload["pre_image_name"] = res["pre_image_name"]
+            if res.get("outcome"):
+                result_payload["outcome"] = res["outcome"]
+        elif res:
+            res_str = str(res)
+            match = re.search(r"([a-f0-9]{64})", res_str)
+            if match:
+                result_payload["post_image_name"] = match.group(1)
+
+        return result_payload
 
     def get_session_steps(self, session_id: str, client: str | None = None) -> list[dict[str, Any]]:
         with db_session(self.db_path) as conn:
@@ -221,7 +240,7 @@ class StepRepository:
                 if pre_img and step_dict.get("post_image_name") == pre_img:
                     step_dict["post_image_name"] = None
 
-                # Fetch generic tool traces for this step
+                # Fetch action and generic tool traces for this step
                 step_id = step_dict.get("step_id")
                 if step_id:
                     cursor.execute(
@@ -229,7 +248,7 @@ class StepRepository:
                         " t1.type, t1.name, t1.timestamp, t1.duration, t1.status,"
                         " t1.payload, t2.name as agent_name FROM traces t1 LEFT"
                         " JOIN traces t2 ON t1.parent_trace_id = t2.trace_id WHERE"
-                        " t1.step_id = ? AND (t1.type = 'tool' OR (t1.type ="
+                        " t1.step_id = ? AND (t1.type = 'tool' OR t1.type = 'action' OR (t1.type ="
                         " 'llm_call' AND t1.status = 'failed')) ORDER BY"
                         " t1.timestamp ASC",
                         (step_id,),
diff --git a/apps/admin_console/index.html b/apps/admin_console/index.html
index 69aad2d..aaac56e 100644
--- a/apps/admin_console/index.html
+++ b/apps/admin_console/index.html
@@ -20,6 +20,11 @@
     <meta charset="UTF-8">
     <meta name="viewport" content="width=device-width, initial-scale=1.0">
     <title>Artemis Debug UI</title>
+    <link rel="icon" type="image/png" sizes="192x192" href="/logo.png?v=2">
+    <link rel="icon" type="image/png" sizes="32x32" href="/logo.png?v=2">
+    <link rel="icon" type="image/svg+xml" href="/logo.svg?v=2">
+    <link rel="shortcut icon" href="/favicon.ico?v=2">
+    <link rel="apple-touch-icon" href="/logo.png?v=2">
     <style>
         pre.light-code {
             background: transparent !important;
@@ -385,21 +390,33 @@
             marker.style.top = `${pctY}%`;
             marker.style.transform = 'translate(-50%, -50%)';
             marker.style.zIndex = '10';
+            marker.style.pointerEvents = 'none';
             
+            const dotSize = sequenceIndex !== undefined ? 20 : 14;
             const dot = document.createElement('div');
-            dot.style.width = '14px';
-            dot.style.height = '14px';
+            dot.style.width = `${dotSize}px`;
+            dot.style.height = `${dotSize}px`;
             dot.style.borderRadius = '50%';
             dot.style.backgroundColor = '#ef4444';
             dot.style.border = '2px solid white';
             dot.style.boxShadow = '0 0 6px rgba(0,0,0,0.4)';
+            if (sequenceIndex !== undefined) {
+                dot.style.display = 'flex';
+                dot.style.alignItems = 'center';
+                dot.style.justifyContent = 'center';
+                dot.style.fontSize = '11px';
+                dot.style.fontWeight = 'bold';
+                dot.style.color = 'white';
+                dot.innerText = String(sequenceIndex);
+            }
             
+            const pulseSize = dotSize * 2;
             const pulse = document.createElement('div');
             pulse.style.position = 'absolute';
-            pulse.style.top = '-9px';
-            pulse.style.left = '-9px';
-            pulse.style.width = '28px';
-            pulse.style.height = '28px';
+            pulse.style.top = `-${dotSize / 2 + 2}px`;
+            pulse.style.left = `-${dotSize / 2 + 2}px`;
+            pulse.style.width = `${pulseSize}px`;
+            pulse.style.height = `${pulseSize}px`;
             pulse.style.borderRadius = '50%';
             pulse.style.border = '2px solid #ef4444';
             pulse.style.animation = 'pulse-animation 1.5s infinite ease-out';
@@ -409,14 +426,18 @@
             marker.appendChild(dot);
             
             const label = document.createElement('div');
-            label.innerText = actionType.toUpperCase();
+            if (sequenceIndex !== undefined) {
+                label.innerText = totalSequence && totalSequence > 1 ? `#${sequenceIndex} TAP` : actionType.toUpperCase();
+            } else {
+                label.innerText = actionType.toUpperCase();
+            }
             label.style.position = 'absolute';
-            label.style.top = '16px';
+            label.style.top = `${dotSize + 2}px`;
             label.style.left = '50%';
             label.style.transform = 'translateX(-50%)';
-            label.style.backgroundColor = 'rgba(15, 23, 42, 0.8)';
+            label.style.backgroundColor = 'rgba(15, 23, 42, 0.9)';
             label.style.color = 'white';
-            label.style.padding = '1px 5px';
+            label.style.padding = '1.5px 5px';
             label.style.borderRadius = '3px';
             label.style.fontSize = '8px';
             label.style.fontWeight = 'bold';
@@ -427,6 +448,66 @@
             overlay.appendChild(marker);
         }
 
+        function createSequenceConnector(x1, y1, x2, y2, overlay, isNormalized) {
+            let pctX1 = x1 / 10;
+            let pctY1 = y1 / 10;
+            let pctX2 = x2 / 10;
+            let pctY2 = y2 / 10;
+            
+            const container = overlay.parentElement;
+            const img = container ? container.querySelector('img') : null;
+            if (!isNormalized && img && img.naturalWidth && img.naturalHeight) {
+                if (x1 > 1000 || y1 > 1000 || x2 > 1000 || y2 > 1000 || (x1 > 100 && y1 > 100 && img.naturalWidth > 500)) {
+                    pctX1 = (x1 / img.naturalWidth) * 100;
+                    pctY1 = (y1 / img.naturalHeight) * 100;
+                    pctX2 = (x2 / img.naturalWidth) * 100;
+                    pctY2 = (y2 / img.naturalHeight) * 100;
+                }
+            }
+            
+            let svg = overlay.querySelector('svg');
+            if (!svg) {
+                svg = document.createElementNS('http://www.w3.org/2000/svg', 'svg');
+                svg.setAttribute('width', '100%');
+                svg.setAttribute('height', '100%');
+                svg.style.position = 'absolute';
+                svg.style.top = '0';
+                svg.style.left = '0';
+                svg.style.pointerEvents = 'none';
+                
+                const defs = document.createElementNS('http://www.w3.org/2000/svg', 'defs');
+                const marker = document.createElementNS('http://www.w3.org/2000/svg', 'marker');
+                marker.setAttribute('id', 'seq-arrow');
+                marker.setAttribute('viewBox', '0 0 10 10');
+                marker.setAttribute('refX', '5');
+                marker.setAttribute('refY', '5');
+                marker.setAttribute('markerWidth', '6');
+                marker.setAttribute('markerHeight', '6');
+                marker.setAttribute('orient', 'auto');
+                
+                const path = document.createElementNS('http://www.w3.org/2000/svg', 'path');
+                path.setAttribute('d', 'M 0 0 L 10 5 L 0 10 z');
+                path.setAttribute('fill', '#ef4444');
+                
+                marker.appendChild(path);
+                defs.appendChild(marker);
+                svg.appendChild(defs);
+                overlay.appendChild(svg);
+            }
+            
+            const line = document.createElementNS('http://www.w3.org/2000/svg', 'line');
+            line.setAttribute('x1', `${pctX1}%`);
+            line.setAttribute('y1', `${pctY1}%`);
+            line.setAttribute('x2', `${pctX2}%`);
+            line.setAttribute('y2', `${pctY2}%`);
+            line.setAttribute('stroke', '#ef4444');
+            line.setAttribute('stroke-width', '2.5');
+            line.setAttribute('marker-end', 'url(#seq-arrow)');
+            line.setAttribute('stroke-dasharray', '4,4');
+            
+            svg.appendChild(line);
+        }
+
         function createLineMarker(x1, y1, x2, y2, overlay, isNormalized) {
             let pctX1 = x1 / 10;
             let pctY1 = y1 / 10;
@@ -518,9 +599,37 @@
                     return;
                 }
 
+                // 1. Multi-point click sequence
+                const isSequenceAction = actionName.includes('sequence') || Boolean(act.sequence || args.sequence || act.normalized_sequence || args.normalized_sequence);
+                let rawSeq = act.normalized_sequence || args.normalized_sequence || act.sequence || args.sequence || act.targets || args.targets;
+                if (typeof rawSeq === 'string') {
+                    try { rawSeq = JSON.parse(rawSeq); } catch (e) {}
+                }
+                if (Array.isArray(rawSeq) && rawSeq.length > 0) {
+                    const validPoints = [];
+                    rawSeq.forEach(pt => {
+                        if (typeof pt === 'string') {
+                            try { pt = JSON.parse(pt); } catch (e) {}
+                        }
+                        if (Array.isArray(pt) && pt.length >= 2 && typeof pt[0] === 'number' && typeof pt[1] === 'number') {
+                            validPoints.push([pt[0], pt[1]]);
+                        }
+                    });
+                    if (validPoints.length > 0 && (isSequenceAction || validPoints.length > 1)) {
+                        const isNormSeq = Boolean(act.normalized_sequence || args.normalized_sequence) || validPoints.every(p => p[0] <= 1000 && p[1] <= 1000);
+                        for (let i = 0; i < validPoints.length - 1; i++) {
+                            createSequenceConnector(validPoints[i][0], validPoints[i][1], validPoints[i+1][0], validPoints[i+1][1], overlayElement, isNormSeq);
+                        }
+                        validPoints.forEach((pt, idx) => {
+                            createPointMarker(pt[0], pt[1], actionName, overlayElement, isNormSeq, idx + 1, validPoints.length);
+                        });
+                        return;
+                    }
+                }
+
                 const isSwipeLike = actionName.includes('swipe') || actionName.includes('scroll') || actionName.includes('drag') || actionName.includes('slide');
 
-                // 1. Separate start and end coordinates
+                // 2. Separate start and end coordinates
                 const normStart = act.normalized_start_coordinates || args.normalized_start_coordinates;
                 const normEnd = act.normalized_end_coordinates || args.normalized_end_coordinates;
                 const startCoords = normStart || act.start_coordinates || act.start_point || act.start || act.from || 
@@ -538,11 +647,11 @@
                     return;
                 }
 
-                // 2. 4-coordinate array
+                // 3. 4-coordinate array
                 const normCoords = act.normalized_coordinates || args.normalized_coordinates;
                 const isNorm = Boolean(normCoords);
                 const rawCoords = normCoords || act.coordinates || act.coords || act.target || 
-                                  args.target || args.coordinates || args.coords || args.sequence ||
+                                  args.target || args.coordinates || args.coords ||
                                   (isSwipeLike && Array.isArray(args.action) ? args.action : null) ||
                                   (isSwipeLike && Array.isArray(act.action) ? act.action : null) ||
                                   (isSwipeLike && Array.isArray(args.gesture) ? args.gesture : null) ||
@@ -557,17 +666,10 @@
                             createPointMarker(rawCoords[0], rawCoords[1], actionName, overlayElement, isNorm);
                             return;
                         }
-                    } else if (Array.isArray(rawCoords[0]) && rawCoords[0].length === 2) {
-                        rawCoords.forEach(pt => {
-                            if (Array.isArray(pt) && pt.length === 2 && typeof pt[0] === 'number') {
-                                createPointMarker(pt[0], pt[1], actionName, overlayElement, isNorm);
-                            }
-                        });
-                        return;
                     }
                 }
 
-                // 3. Directional swipe / scroll ONLY for swipe-like actions
+                // 4. Directional swipe / scroll ONLY for swipe-like actions
                 if (isSwipeLike) {
                     const rawDir = (typeof args.action === 'string' ? args.action : null) ||
                                    (typeof act.action === 'string' && act.action !== actionName ? act.action : null) ||
diff --git a/apps/admin_console/replay_manager.py b/apps/admin_console/replay_manager.py
index 36348d0..6202ea8 100644
--- a/apps/admin_console/replay_manager.py
+++ b/apps/admin_console/replay_manager.py
@@ -1493,7 +1493,7 @@ class ReplayManager:
             f" offset={start_offset:.3f}s, duration={duration:.3f}s"
         )
         try:
-            res = subprocess.run(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True)
+            res = subprocess.run(cmd, capture_output=True, text=True)
             if res.returncode != 0:
                 print(
                     f"Warning: ffmpeg failed with exit code {res.returncode}. stderr: {res.stderr}"
diff --git a/apps/admin_console/routers/media.py b/apps/admin_console/routers/media.py
index 62806b8..ae40caf 100644
--- a/apps/admin_console/routers/media.py
+++ b/apps/admin_console/routers/media.py
@@ -26,10 +26,9 @@ except ImportError:
 router = APIRouter(tags=["media"])
 
 
-@router.get("/", response_class=HTMLResponse)
 @router.get("/admin", response_class=HTMLResponse)
 @router.get("/debug", response_class=HTMLResponse)
-async def get_index():
+async def get_admin_index():
     admin_index = Path(__file__).resolve().parent.parent / "index.html"
     if admin_index.exists():
         return admin_index.read_text(encoding="utf-8")
diff --git a/apps/admin_console/routers/system.py b/apps/admin_console/routers/system.py
new file mode 100644
index 0000000..875dfd7
--- /dev/null
+++ b/apps/admin_console/routers/system.py
@@ -0,0 +1,348 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""System Readiness & Diagnostics Router for Artemis Admin Console."""
+
+from fastapi import APIRouter, HTTPException
+from pydantic import BaseModel, Field
+
+from artemis.core.diagnostics import readiness_engine
+from artemis.core.diagnostics.schema import SystemReadinessReport
+
+router = APIRouter(prefix="/api/system", tags=["system"])
+
+
+class SelectDeviceRequest(BaseModel):
+    """Payload to select an active target Android device."""
+
+    serial: str = Field(description="Serial number or identifier of the Android device to select")
+
+
+@router.get("/readiness", response_model=SystemReadinessReport)
+async def get_system_readiness() -> SystemReadinessReport:
+    """Execute all diagnostic probes and return a comprehensive system readiness report."""
+    return await readiness_engine.run_all()
+
+
+@router.post("/devices/select")
+async def select_active_device(request: SelectDeviceRequest):
+    """Select the active Android device or emulator for subsequent automated tasks."""
+    serial = request.serial.strip()
+    if not serial:
+        raise HTTPException(status_code=400, detail="Device serial cannot be empty.")
+
+    readiness_engine.set_active_device_serial(serial)
+    # Return updated readiness
+    report = await readiness_engine.run_all()
+    return {
+        "status": "success",
+        "selected_serial": serial,
+        "report": report,
+    }
+
+
+@router.post("/adb/restart")
+async def restart_adb_server():
+    """Restart local ADB server and return an updated readiness check."""
+    restart_result = await readiness_engine.restart_adb_server()
+    updated_report = await readiness_engine.run_all()
+    return {
+        "restart_result": restart_result,
+        "report": updated_report,
+    }
+
+
+class ConnectAdbRequest(BaseModel):
+    """Payload to connect to an Android device over Wi-Fi."""
+
+    host: str = Field(description="IP address of Android device")
+    port: int = Field(default=5555, description="Port number")
+
+
+@router.post("/adb/connect")
+async def connect_wireless_adb(request: ConnectAdbRequest):
+    """Connect to a device over Wi-Fi and return updated readiness."""
+    connect_result = await readiness_engine.connect_wireless_adb(request.host, request.port)
+    updated_report = await readiness_engine.run_all()
+    return {
+        "connect_result": connect_result,
+        "report": updated_report,
+    }
+
+
+class LaunchEmulatorRequest(BaseModel):
+    """Payload to launch a local Android Virtual Device (AVD)."""
+
+    avd_name: str = Field(
+        description="Name of the installed AVD emulator to launch (e.g. Android_2)"
+    )
+
+
+@router.post("/emulator/launch")
+async def launch_emulator(request: LaunchEmulatorRequest):
+    """Launch an Android emulator in the background and return initiation status."""
+    avd_name = request.avd_name.strip()
+    if not avd_name:
+        raise HTTPException(status_code=400, detail="AVD name cannot be empty.")
+
+    launch_res = await readiness_engine.launch_emulator(avd_name)
+    return launch_res
+
+
+@router.get("/emulator/status")
+async def get_emulator_status():
+    """Query real-time progress and logs of background emulator launch."""
+    return readiness_engine.get_emulator_status()
+
+
+@router.post("/emulator/stop")
+async def stop_emulator():
+    """Stop active emulator process."""
+    return await readiness_engine.stop_emulator()
+
+
+@router.post("/emulator/dismiss")
+async def dismiss_emulator():
+    """Dismiss emulator launch tracking state."""
+    return readiness_engine.dismiss_emulator()
+
+
+class UpdateCredentialsRequest(BaseModel):
+    """Payload to update and configure LLM or Vision OCR API credentials."""
+
+    provider: str = Field(
+        default="google",
+        description="Provider identifier (e.g. google, gemini, openai, anthropic, openrouter, ocr)",
+    )
+    api_key: str = Field(description="The secret API key string to configure")
+    persist_to_env: bool = Field(
+        default=True, description="Whether to persist the key to .env file"
+    )
+
+
+class ValidateCredentialsRequest(BaseModel):
+    """Payload to test and verify LLM or Vision OCR API credentials without saving."""
+
+    provider: str = Field(
+        default="google",
+        description="Provider identifier (e.g. google, gemini, openai, anthropic, openrouter, ocr)",
+    )
+    api_key: str = Field(description="The secret API key string to test")
+    base_url: str | None = Field(default=None, description="Optional custom base URL")
+
+
+@router.get("/credentials")
+async def get_credentials():
+    """Retrieve current configured API keys for management."""
+    from artemis.config import settings
+
+    gemini_k = settings.get_api_key("google")
+    openai_k = settings.get_api_key("openai")
+    anthropic_k = settings.get_api_key("anthropic")
+    openrouter_k = settings.get_api_key("openrouter")
+    ocr_k = settings.get_api_key("ocr")
+    return {
+        "google": gemini_k.get_secret_value() if gemini_k else None,
+        "gemini": gemini_k.get_secret_value() if gemini_k else None,
+        "openai": openai_k.get_secret_value() if openai_k else None,
+        "anthropic": anthropic_k.get_secret_value() if anthropic_k else None,
+        "openrouter": openrouter_k.get_secret_value() if openrouter_k else None,
+        "ocr": ocr_k.get_secret_value() if ocr_k else None,
+    }
+
+
+@router.post("/credentials/test")
+async def test_credentials(request: ValidateCredentialsRequest):
+    """Test and verify whether an API key is valid and usable with the corresponding provider endpoint."""
+    from artemis.utils.credentials_validator import validate_api_key
+
+    provider = request.provider.strip().lower()
+    key = request.api_key.strip()
+
+    if not key:
+        raise HTTPException(status_code=400, detail="API key cannot be empty.")
+
+    is_valid, message = await validate_api_key(
+        provider=provider,
+        api_key=key,
+        base_url=request.base_url,
+    )
+    if not is_valid:
+        raise HTTPException(status_code=400, detail=message)
+
+    return {
+        "valid": True,
+        "provider": provider,
+        "message": message,
+    }
+
+
+@router.post("/credentials")
+async def update_credentials(request: UpdateCredentialsRequest):
+    """Dynamically configure and persist LLM or Vision API key, returning updated readiness report."""
+    from artemis.utils.credentials_validator import validate_api_key
+
+    provider = request.provider.strip().lower()
+    key = request.api_key.strip()
+
+    # If a non-empty key is provided, verify it before saving
+    if key:
+        is_valid, validation_msg = await validate_api_key(provider=provider, api_key=key)
+        if not is_valid:
+            raise HTTPException(
+                status_code=400,
+                detail=f"API key verification failed: {validation_msg}",
+            )
+
+    try:
+        from artemis.config import settings
+
+        settings.set_api_key(provider, key, persist_to_env=request.persist_to_env)
+
+        # Re-run all diagnostic probes to build updated report
+        updated_report = await readiness_engine.run_all()
+        action_desc = (
+            "successfully verified, updated, and applied" if key else "successfully cleared"
+        )
+        return {
+            "status": "success",
+            "message": f"API key for {provider} {action_desc}.",
+            "provider": provider,
+            "report": updated_report,
+        }
+    except HTTPException:
+        raise
+    except Exception as exc:
+        raise HTTPException(status_code=500, detail=f"Failed to update credentials: {exc}")
+
+
+@router.get("/model-config-env")
+async def get_model_config_and_env():
+    """Retrieve the current active artemis.jsonc configuration and .env status for custom setup."""
+    import os
+    from artemis.config.paths import ROOT_DIR, get_config_path
+    from artemis.config import settings
+    from artemis.utils.file import load_jsonc
+
+    from artemis.config.settings import is_placeholder_key
+
+    # 1. Config file resolution
+    config_path = None
+    config_content = ""
+    parsed_config = {}
+    try:
+        config_path_obj = get_config_path("artemis.jsonc")
+        config_path = str(config_path_obj)
+        config_content = config_path_obj.read_text(encoding="utf-8")
+        with open(config_path_obj, encoding="utf-8") as f:
+            parsed_config = load_jsonc(f)
+    except Exception as e:
+        config_content = f"// Error reading config: {e}"
+
+    # 2. Env file resolution
+    env_path = ROOT_DIR / ".env"
+
+    # 3. Relevant Env Variables status
+    def get_real_env_value(key_name: str, provider: str) -> str | None:
+        k = settings.get_api_key(provider)
+        if k and not is_placeholder_key(k):
+            return k.get_secret_value()
+        val = os.environ.get(key_name)
+        if val and val.strip() and not is_placeholder_key(val):
+            return val.strip()
+        return None
+
+    def mask_key(k: str | None) -> str | None:
+        if not k:
+            return None
+        if len(k) <= 8:
+            return "****"
+        return f"{k[:4]}...{k[-4:]}"
+
+    gemini_real = get_real_env_value("GEMINI_API_KEY", "google") or get_real_env_value(
+        "GOOGLE_API_KEY", "google"
+    )
+    openai_real = get_real_env_value("OPENAI_API_KEY", "openai")
+    anthropic_real = get_real_env_value("ANTHROPIC_API_KEY", "anthropic")
+    openrouter_real = get_real_env_value("OPEN_ROUTER_API_KEY", "openrouter")
+    xai_real = get_real_env_value("XAI_API_KEY", "xai")
+    base_url_val = settings.OPENAI_BASE_URL or os.environ.get("OPENAI_BASE_URL")
+    if base_url_val and is_placeholder_key(base_url_val):
+        base_url_val = None
+    ocr_real = get_real_env_value("OCR_API_KEY", "ocr") or get_real_env_value(
+        "VISION_API_KEY", "ocr"
+    )
+
+    env_vars = [
+        {
+            "name": "GEMINI_API_KEY",
+            "provider": "google",
+            "is_set": bool(gemini_real),
+            "preview": mask_key(gemini_real),
+            "description": "Google Gemini multimodal vision API key (free tier available)",
+        },
+        {
+            "name": "OPENAI_API_KEY",
+            "provider": "openai",
+            "is_set": bool(openai_real),
+            "preview": mask_key(openai_real),
+            "description": "OpenAI API key (GPT-4o, GPT-4o-mini)",
+        },
+        {
+            "name": "ANTHROPIC_API_KEY",
+            "provider": "anthropic",
+            "is_set": bool(anthropic_real),
+            "preview": mask_key(anthropic_real),
+            "description": "Anthropic Claude API key (Claude 3.5 Sonnet, Claude 3.7)",
+        },
+        {
+            "name": "OPEN_ROUTER_API_KEY",
+            "provider": "openrouter",
+            "is_set": bool(openrouter_real),
+            "preview": mask_key(openrouter_real),
+            "description": "OpenRouter unified API gateway key",
+        },
+        {
+            "name": "XAI_API_KEY",
+            "provider": "xai",
+            "is_set": bool(xai_real),
+            "preview": mask_key(xai_real),
+            "description": "xAI Grok vision API key",
+        },
+        {
+            "name": "OPENAI_BASE_URL",
+            "provider": "custom",
+            "is_set": bool(base_url_val),
+            "preview": base_url_val,
+            "description": "Custom API endpoint (for local Ollama, vLLM, DeepSeek, or proxies)",
+        },
+        {
+            "name": "VISION_API_KEY",
+            "provider": "ocr",
+            "is_set": bool(ocr_real),
+            "preview": mask_key(ocr_real),
+            "description": "Google Cloud Vision OCR key for screen text detection (optional)",
+        },
+    ]
+
+    return {
+        "config_path": config_path or "config/artemis.jsonc",
+        "config_filename": "artemis.jsonc",
+        "config_content": config_content,
+        "default_model": parsed_config.get("default", {}),
+        "presets": parsed_config.get("presets", {}),
+        "env_path": str(env_path),
+        "env_filename": ".env",
+        "env_vars": env_vars,
+    }
diff --git a/apps/admin_console/routers/tasks.py b/apps/admin_console/routers/tasks.py
index a989ace..4b7e818 100644
--- a/apps/admin_console/routers/tasks.py
+++ b/apps/admin_console/routers/tasks.py
@@ -23,6 +23,7 @@ try:
     from admin_console.schemas.task_schema import RunRequest
     from admin_console.services.ipc_service import ipc_service
     from admin_console.services.model_service import model_service
+    from admin_console.services.task_preset_catalog import task_recommendation_engine
     from admin_console.services.task_queue_service import task_queue_service
 except ImportError:
     from apps.admin_console.core.state import state
@@ -30,12 +31,37 @@ except ImportError:
     from apps.admin_console.schemas.task_schema import RunRequest
     from apps.admin_console.services.ipc_service import ipc_service
     from apps.admin_console.services.model_service import model_service
+    from apps.admin_console.services.task_preset_catalog import task_recommendation_engine
     from apps.admin_console.services.task_queue_service import task_queue_service
 
 
 router = APIRouter(tags=["tasks"])
 
 
+@router.get("/api/tasks/presets")
+async def get_task_presets(
+    category: str = "recommended",
+    packages: str | None = None,
+    limit: int = 24,
+):
+    """Retrieve smart task recommendations optionally tailored to detected device packages."""
+    pkg_list = [p.strip() for p in packages.split(",") if p.strip()] if packages else None
+    return task_recommendation_engine.recommend_tasks(
+        installed_packages=pkg_list,
+        category=category,
+        limit=limit,
+    )
+
+
+@router.get("/api/tasks/catalog")
+async def get_task_catalog():
+    """Retrieve full catalog of predefined tasks and app package registry."""
+    return {
+        "tasks": [t.model_dump() for t in task_recommendation_engine.get_all_tasks()],
+        "app_registry": task_recommendation_engine.get_app_registry(),
+    }
+
+
 @router.post("/api/run")
 async def run_task(request: RunRequest):
     incoming_goals = []
@@ -51,7 +77,12 @@ async def run_task(request: RunRequest):
         )
 
     return await task_queue_service.enqueue_tasks(
-        incoming_goals, profile=request.profile or "flash"
+        incoming_goals,
+        profile=request.profile or "flash",
+        expected_output=request.expected_output,
+        enable_outputter=request.enable_outputter,
+        locked_app_package=request.locked_app_package,
+        app_path=request.app_path,
     )
 
 
@@ -73,15 +104,33 @@ async def resume_task():
 
 @router.get("/api/status")
 async def get_status():
+    # Watchdog check to ensure background worker is alive
+    task_queue_service.ensure_worker_running()
+
     latest_session = session_repo.get_latest_session()
     latest_session_id = latest_session.get("session_id") if latest_session else None
     bg_tasks = session_repo.get_background_tasks(latest_session_id) if latest_session_id else []
 
     is_running = state.is_running
-    running_sid = state.active_session_id or (
-        session_repo.get_running_session_id() if is_running else None
+    running_task = next(
+        (t for t in state.queue_items if isinstance(t, dict) and t.get("status") == "running"), None
+    )
+    if not running_task and is_running:
+        running_task = next(
+            (t for t in state.queue_items if isinstance(t, dict) and t.get("status") == "pending"),
+            None,
+        )
+
+    running_sid = (
+        state.active_session_id
+        or (running_task.get("session_id") if running_task else None)
+        or (session_repo.get_running_session_id() if is_running else None)
+    )
+    running_goal = state.current_goal or (running_task.get("goal") if running_task else None)
+
+    active_profile = state.current_profile or (
+        running_task.get("profile") if running_task else None
     )
-    active_profile = state.current_profile
     if not active_profile and (running_sid or latest_session_id):
         check_sid = running_sid or latest_session_id
         sess_row = session_repo.get_session_by_id(check_sid)
@@ -95,30 +144,17 @@ async def get_status():
     model_info = model_service.get_active_model_info(active_profile)
     queue_data = state.queue_tasks
 
-    if state.current_process:
-        if state.current_process.returncode is None:
-            is_paused = state.is_paused
-            return {
-                "status": "paused" if is_paused else "running",
-                "goal": state.current_goal,
-                "pid": state.current_process.pid,
-                "session_id": running_sid,
-                "background_tasks": bg_tasks,
-                "queue": queue_data,
-                "model_info": model_info,
-            }
-        else:
-            completed_status = {
-                "status": "completed",
-                "goal": state.current_goal,
-                "returncode": state.current_process.returncode,
-                "session_id": latest_session_id,
-                "background_tasks": bg_tasks,
-                "queue": queue_data,
-                "model_info": model_info,
-            }
-            state.current_process = None
-            return completed_status
+    if is_running:
+        is_paused = state.is_paused
+        return {
+            "status": "paused" if is_paused else "running",
+            "goal": running_goal,
+            "pid": state.current_process.pid if state.current_process else None,
+            "session_id": running_sid,
+            "background_tasks": bg_tasks,
+            "queue": queue_data,
+            "model_info": model_info,
+        }
 
     if latest_session_id and str(latest_session_id) in state.active_connections:
         conn_info = state.active_connections[str(latest_session_id)]
@@ -151,21 +187,27 @@ async def stream_events(session_id: str, client: str | None = None):
 
         def callback(event_type, data):
             try:
-                # Filter events by session_id when subscribed to a specific session
-                if session_id and session_id not in ("all", "active"):
-                    evt_session_id = None
-                    if isinstance(data, dict):
-                        evt_session_id = data.get("session_id")
+                # Global queue lifecycle events should always be delivered
+                if event_type not in (
+                    "session_started",
+                    "session_ended",
+                    "background_tasks_updated",
+                ):
+                    # Filter events by session_id when subscribed to a specific session
+                    if session_id and session_id not in ("all", "active"):
+                        evt_session_id = None
+                        if isinstance(data, dict):
+                            evt_session_id = data.get("session_id")
 
-                    if evt_session_id and str(evt_session_id) != str(session_id):
-                        return
+                        if evt_session_id and str(evt_session_id) != str(session_id):
+                            return
 
-                    if (
-                        not evt_session_id
-                        and state.active_session_id
-                        and str(state.active_session_id) != str(session_id)
-                    ):
-                        return
+                        if (
+                            not evt_session_id
+                            and state.active_session_id
+                            and str(state.active_session_id) != str(session_id)
+                        ):
+                            return
 
                 sanitized_data = ipc_service.sanitize_event_data(event_type, data)
                 loop = asyncio.get_running_loop()
diff --git a/apps/admin_console/schemas/task_schema.py b/apps/admin_console/schemas/task_schema.py
index 9b6d491..49c8033 100644
--- a/apps/admin_console/schemas/task_schema.py
+++ b/apps/admin_console/schemas/task_schema.py
@@ -19,6 +19,10 @@ class RunRequest(BaseModel):
     goal: str | None = None
     goals: list[str] | None = None
     profile: str | None = "flash"
+    expected_output: str | None = None
+    enable_outputter: bool | None = None
+    locked_app_package: str | None = None
+    app_path: str | None = None
 
 
 class ReplayRequest(BaseModel):
diff --git a/apps/admin_console/server.py b/apps/admin_console/server.py
index be39134..43c7fe2 100644
--- a/apps/admin_console/server.py
+++ b/apps/admin_console/server.py
@@ -42,6 +42,7 @@ for _p in (str(_workspace_root), str(_apps_dir), str(_admin_console_dir), str(_c
 
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
+from fastapi.responses import FileResponse, HTMLResponse
 
 try:
     from admin_console.core.config import (
@@ -59,7 +60,7 @@ try:
     from admin_console.database.repositories.session_repository import session_repo
     from admin_console.database.repositories.step_repository import step_repo
     from admin_console.database.repositories.trace_repository import trace_repo
-    from admin_console.routers import media, replay, sessions, steps, stream, tasks
+    from admin_console.routers import media, replay, sessions, steps, stream, system, tasks
     from admin_console.routers.replay import replay_manager
     from admin_console.services.ipc_service import ipc_service
     from admin_console.services.media_service import media_service
@@ -71,7 +72,7 @@ except ImportError:
     )
     from apps.admin_console.core.state import state
     from apps.admin_console.database.repositories.session_repository import session_repo
-    from apps.admin_console.routers import media, replay, sessions, steps, stream, tasks
+    from apps.admin_console.routers import media, replay, sessions, steps, stream, system, tasks
     from apps.admin_console.routers.replay import replay_manager
     from apps.admin_console.services.ipc_service import ipc_service
     from apps.admin_console.services.model_service import model_service
@@ -116,6 +117,7 @@ app.include_router(sessions.router)
 app.include_router(steps.router)
 app.include_router(tasks.router)
 app.include_router(replay.router)
+app.include_router(system.router)
 
 # Mount cloud gateway router for Frappe / Cloud integration if present
 try:
@@ -131,6 +133,55 @@ except ImportError:
         pass
 
 
+# ------------------------------------------------------------------------------
+# Showcase UI (Angular 19) Unified Single-Port SPA Static Hosting
+# ------------------------------------------------------------------------------
+_showcase_dist = _workspace_root / "apps" / "showcase_ui" / "dist" / "frontend" / "browser"
+if not _showcase_dist.exists():
+    _showcase_dist = _workspace_root / "apps" / "showcase_ui" / "dist"
+
+if _showcase_dist.is_dir() and (_showcase_dist / "index.html").exists():
+
+    @app.get("/{full_path:path}", include_in_schema=False)
+    async def serve_showcase_spa(full_path: str):
+        # Do not intercept API, media, or replay paths
+        if (
+            full_path.startswith("api/")
+            or full_path.startswith("images/")
+            or full_path.startswith("videos/")
+            or full_path.startswith("local_file")
+            or full_path == "docs"
+            or full_path == "openapi.json"
+            or full_path.startswith("redoc")
+        ):
+            from fastapi import HTTPException
+
+            raise HTTPException(status_code=404, detail="Endpoint not found")
+
+        # Admin / Debug Console routes
+        if full_path in ("admin", "debug"):
+            admin_index = _admin_console_dir / "index.html"
+            if admin_index.exists():
+                return HTMLResponse(admin_index.read_text(encoding="utf-8"))
+
+        # Exact static file match (js, css, images, fonts, favicon, logo)
+        target_file = _showcase_dist / full_path
+        if full_path and target_file.is_file():
+            return FileResponse(target_file)
+
+        # Default fallback to Angular SPA index.html
+        index_file = _showcase_dist / "index.html"
+        return HTMLResponse(index_file.read_text(encoding="utf-8"))
+else:
+
+    @app.get("/", response_class=HTMLResponse, include_in_schema=False)
+    async def fallback_root():
+        admin_index = _admin_console_dir / "index.html"
+        if admin_index.exists():
+            return HTMLResponse(admin_index.read_text(encoding="utf-8"))
+        return HTMLResponse("<h1>Artemis Console</h1>")
+
+
 # ------------------------------------------------------------------------------
 # Backward compatibility exports
 # ------------------------------------------------------------------------------
diff --git a/apps/admin_console/services/device_stream_service.py b/apps/admin_console/services/device_stream_service.py
index ad88041..6455a3e 100644
--- a/apps/admin_console/services/device_stream_service.py
+++ b/apps/admin_console/services/device_stream_service.py
@@ -24,6 +24,8 @@ import subprocess
 import time
 from collections.abc import AsyncGenerator
 
+from artemis.toolchain import find_adb
+
 logger = logging.getLogger("artemis.stream_service")
 
 
@@ -41,8 +43,9 @@ class DeviceStreamService:
     async def get_device_serial(self) -> str | None:
         """Find the currently connected active ADB device serial."""
         try:
+            adb_bin = find_adb()
             proc = await asyncio.create_subprocess_exec(
-                "adb",
+                adb_bin,
                 "devices",
                 stdout=subprocess.PIPE,
                 stderr=subprocess.PIPE,
@@ -64,10 +67,11 @@ class DeviceStreamService:
             try:
                 start_t = time.time()
                 serial = await self.get_device_serial()
+                adb_bin = find_adb()
                 cmd = (
-                    ["adb", "-s", serial, "exec-out", "screencap", "-p"]
+                    [adb_bin, "-s", serial, "exec-out", "screencap", "-p"]
                     if serial
-                    else ["adb", "exec-out", "screencap", "-p"]
+                    else [adb_bin, "exec-out", "screencap", "-p"]
                 )
                 proc = await asyncio.create_subprocess_exec(
                     *cmd,
diff --git a/apps/admin_console/services/ipc_service.py b/apps/admin_console/services/ipc_service.py
index 24618cd..a45b8e6 100644
--- a/apps/admin_console/services/ipc_service.py
+++ b/apps/admin_console/services/ipc_service.py
@@ -78,7 +78,7 @@ class IPCService:
                 except Exception:
                     pass
 
-            if tr_type == "tool" and isinstance(payload, dict):
+            if tr_type in ("tool", "action") and isinstance(payload, dict):
                 args = payload.get("args", payload)
                 data["payload"] = {"args": cls._clean_value(args)}
             elif tr_type == "llm_call" and isinstance(payload, dict):
@@ -144,8 +144,17 @@ class IPCService:
                     data = payload.get("data")
 
                     if event_type == "session_started" and data:
-                        state.active_session_id = data.get("session_id")
-                        current_session_id = data.get("session_id")
+                        incoming_sid = data.get("session_id")
+                        if incoming_sid and str(incoming_sid) in getattr(
+                            state, "cancelled_session_ids", set()
+                        ):
+                            print(
+                                f"[IPC] Ignoring session_started for cancelled session: {incoming_sid}"
+                            )
+                            continue
+
+                        state.active_session_id = incoming_sid
+                        current_session_id = incoming_sid
                         pid = data.get("pid")
                         goal = data.get("initial_goal")
                         device_info = data.get("device_info")
diff --git a/apps/admin_console/services/model_service.py b/apps/admin_console/services/model_service.py
index 405f6b9..b4d462f 100644
--- a/apps/admin_console/services/model_service.py
+++ b/apps/admin_console/services/model_service.py
@@ -26,18 +26,18 @@ class ModelService:
             if "pro" in p_lower:
                 return {
                     "name": "Pro",
-                    "id": "gemini-3.6-pro",
+                    "id": "gemini-3.7-pro",
                     "provider": "google",
                 }
             elif "flash" in p_lower:
                 return {
                     "name": "Flash",
-                    "id": "gemini-3.6-flash",
+                    "id": "gemini-3.7-flash",
                     "provider": "google",
                 }
 
         model_name = "Flash"
-        model_id = "gemini-3.6-flash"
+        model_id = "gemini-3.7-flash"
         provider = "google"
         try:
             from artemis.config import parse_llm_config
@@ -118,7 +118,8 @@ class ModelService:
 
                             m_str = str(p_obj.get("model") or p_obj.get("model_name") or "").lower()
                             if (
-                                "gemini-3.6-pro" in m_str
+                                "gemini-3.7-pro" in m_str
+                                or "gemini-3.6-pro" in m_str
                                 or "gemini-1.5-pro" in m_str
                                 or "gpt-4" in m_str
                                 or "claude" in m_str
diff --git a/apps/admin_console/services/task_preset_catalog.py b/apps/admin_console/services/task_preset_catalog.py
new file mode 100644
index 0000000..10f51e5
--- /dev/null
+++ b/apps/admin_console/services/task_preset_catalog.py
@@ -0,0 +1,514 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Preset Task Catalog & Dynamic Recommendation Engine for Artemis."""
+
+from typing import Any, Literal
+from pydantic import BaseModel, Field
+
+
+class AppInfo(BaseModel):
+    """Application metadata."""
+
+    name: str
+    icon: str
+    pkg: str
+    category: str = "general"
+
+
+class TaskPreset(BaseModel):
+    """Smart suggestion task definition."""
+
+    id: str
+    title: str
+    description: str
+    goal: str
+    profile: Literal["flash", "pro"]
+    category: Literal["flash", "pro", "cross_app", "monitor"]
+    tag: str
+    apps: list[AppInfo]
+    required_packages: list[str] = Field(default_factory=list)
+    match_mode: Literal["any", "all"] = "any"
+    priority: int = 50
+
+
+# ============================================================================
+# APP PACKAGE REGISTRY
+# ============================================================================
+
+APP_REGISTRY: dict[str, dict[str, str]] = {
+    # Google Suite & System
+    "com.google.android.apps.maps": {"name": "Maps", "icon": "explore", "category": "navigation"},
+    "com.google.android.gm": {"name": "Gmail", "icon": "mail", "category": "productivity"},
+    "com.android.chrome": {"name": "Chrome", "icon": "public", "category": "browser"},
+    "com.google.android.youtube": {
+        "name": "YouTube",
+        "icon": "smart_display",
+        "category": "entertainment",
+    },
+    "com.android.settings": {"name": "Settings", "icon": "settings", "category": "system"},
+    "com.google.android.deskclock": {"name": "Clock", "icon": "timer", "category": "utility"},
+    "com.android.deskclock": {"name": "Clock", "icon": "timer", "category": "utility"},
+    "com.google.android.calculator": {
+        "name": "Calculator",
+        "icon": "calculate",
+        "category": "utility",
+    },
+    "com.android.calculator2": {"name": "Calculator", "icon": "calculate", "category": "utility"},
+    "com.google.android.apps.photos": {
+        "name": "Photos",
+        "icon": "photo_library",
+        "category": "media",
+    },
+    "com.google.android.calendar": {
+        "name": "Calendar",
+        "icon": "calendar_month",
+        "category": "productivity",
+    },
+    "com.google.android.keep": {
+        "name": "Keep Notes",
+        "icon": "note_alt",
+        "category": "productivity",
+    },
+    "com.android.vending": {"name": "Play Store", "icon": "storefront", "category": "tools"},
+    "com.google.android.apps.messaging": {
+        "name": "Messages",
+        "icon": "chat",
+        "category": "communication",
+    },
+    # Popular Ecosystem Apps
+    "com.tencent.mm": {"name": "WeChat", "icon": "forum", "category": "social"},
+    "com.xingin.xhs": {"name": "Xiaohongshu", "icon": "auto_stories", "category": "social"},
+    "com.sankuai.meituan": {"name": "Meituan", "icon": "restaurant", "category": "lifestyle"},
+    "com.dianping.v1": {"name": "Dianping", "icon": "star", "category": "lifestyle"},
+    "tv.danmaku.bili": {"name": "Bilibili", "icon": "video_library", "category": "entertainment"},
+    "com.eg.android.AlipayGphone": {
+        "name": "Alipay",
+        "icon": "account_balance_wallet",
+        "category": "finance",
+    },
+    "com.netease.cloudmusic": {
+        "name": "NetEase Music",
+        "icon": "headphones",
+        "category": "entertainment",
+    },
+    "com.spotify.music": {"name": "Spotify", "icon": "music_note", "category": "entertainment"},
+}
+
+
+# ============================================================================
+# CURATED TASK PRESET LIBRARY (1-2 curated tasks per common app)
+# ============================================================================
+
+PRESET_TASK_CATALOG: list[TaskPreset] = [
+    # 1. Google Maps
+    TaskPreset(
+        id="maps_coffee",
+        title="Find Specialty Coffee",
+        description="Search nearby top-rated cafes in Google Maps",
+        goal="Open Google Maps, search for top-rated specialty coffee shops nearby, and view the top result details.",
+        profile="flash",
+        category="flash",
+        tag="Maps",
+        apps=[
+            AppInfo(
+                name="Maps",
+                icon="explore",
+                pkg="com.google.android.apps.maps",
+                category="navigation",
+            )
+        ],
+        required_packages=["com.google.android.apps.maps"],
+        priority=95,
+    ),
+    TaskPreset(
+        id="pro_commute_share",
+        title="Commute ETA & Message Draft",
+        description="Check transit time on Maps and draft arrival ETA in Messages",
+        goal="Open Google Maps to check commute time to the International Airport, calculate arrival time, then open Messages and draft an ETA text message.",
+        profile="pro",
+        category="cross_app",
+        tag="Maps + Messages",
+        apps=[
+            AppInfo(
+                name="Maps",
+                icon="explore",
+                pkg="com.google.android.apps.maps",
+                category="navigation",
+            ),
+            AppInfo(
+                name="Messages",
+                icon="chat",
+                pkg="com.google.android.apps.messaging",
+                category="communication",
+            ),
+        ],
+        required_packages=["com.google.android.apps.maps", "com.google.android.apps.messaging"],
+        match_mode="all",
+        priority=92,
+    ),
+    # 2. Gmail
+    TaskPreset(
+        id="gmail_receipts",
+        title="Search Order Receipts",
+        description="Find recent flight or delivery confirmation emails in Gmail",
+        goal="Open Gmail and search for recent flight or package delivery confirmation emails.",
+        profile="flash",
+        category="flash",
+        tag="Gmail",
+        apps=[
+            AppInfo(name="Gmail", icon="mail", pkg="com.google.android.gm", category="productivity")
+        ],
+        required_packages=["com.google.android.gm"],
+        priority=90,
+    ),
+    TaskPreset(
+        id="pro_email_to_calendar",
+        title="Email Itinerary to Calendar",
+        description="Extract flight or event dates from Gmail and schedule in Calendar",
+        goal="Open Gmail to find the latest event invitation or itinerary, extract dates and location, then open Google Calendar and create a corresponding calendar event.",
+        profile="pro",
+        category="cross_app",
+        tag="Gmail + Calendar",
+        apps=[
+            AppInfo(
+                name="Gmail", icon="mail", pkg="com.google.android.gm", category="productivity"
+            ),
+            AppInfo(
+                name="Calendar",
+                icon="calendar_month",
+                pkg="com.google.android.calendar",
+                category="productivity",
+            ),
+        ],
+        required_packages=["com.google.android.gm"],
+        priority=94,
+    ),
+    # 3. Chrome
+    TaskPreset(
+        id="chrome_research",
+        title="Search AI News Breakthroughs",
+        description="Search latest multimodal AI developments in Chrome browser",
+        goal="Open Chrome browser and search for latest breakthroughs in multimodal mobile AI agents.",
+        profile="flash",
+        category="flash",
+        tag="Chrome",
+        apps=[AppInfo(name="Chrome", icon="public", pkg="com.android.chrome", category="browser")],
+        required_packages=["com.android.chrome"],
+        priority=88,
+    ),
+    TaskPreset(
+        id="pro_research_keep",
+        title="Product Research & Notes Note",
+        description="Compare top 3 headphones on Chrome and record comparison in Keep",
+        goal="Open Chrome, research top 3 noise-cancelling headphones comparing price and battery life, then write a structured comparison summary note in Keep Notes.",
+        profile="pro",
+        category="pro",
+        tag="Chrome + Keep",
+        apps=[
+            AppInfo(name="Chrome", icon="public", pkg="com.android.chrome", category="browser"),
+            AppInfo(
+                name="Keep Notes",
+                icon="note_alt",
+                pkg="com.google.android.keep",
+                category="productivity",
+            ),
+        ],
+        required_packages=["com.android.chrome"],
+        priority=91,
+    ),
+    # 4. YouTube
+    TaskPreset(
+        id="youtube_lofi",
+        title="Play Lo-Fi Music Radio",
+        description="Search and play a Lo-Fi hip hop live stream on YouTube",
+        goal='Open YouTube, search for "Lofi hip hop beats relaxing radio" and tap on the live stream.',
+        profile="flash",
+        category="flash",
+        tag="YouTube",
+        apps=[
+            AppInfo(
+                name="YouTube",
+                icon="smart_display",
+                pkg="com.google.android.youtube",
+                category="entertainment",
+            )
+        ],
+        required_packages=["com.google.android.youtube"],
+        priority=85,
+    ),
+    # 5. Settings
+    TaskPreset(
+        id="settings_display_wifi",
+        title="Dark Mode & Wi-Fi Check",
+        description="Toggle dark theme and verify network connection in Settings",
+        goal="Open Settings app, navigate to Display settings, ensure Dark theme is enabled, and check Wi-Fi connection status.",
+        profile="flash",
+        category="flash",
+        tag="Settings",
+        apps=[
+            AppInfo(name="Settings", icon="settings", pkg="com.android.settings", category="system")
+        ],
+        required_packages=["com.android.settings"],
+        priority=87,
+    ),
+    TaskPreset(
+        id="pro_settings_qa",
+        title="Subsystem Health & Crash Probe",
+        description="Traverse Settings submenus to verify screens and check for crash dialogs",
+        goal="Explore Settings submenus (Network, Connected devices, Apps, Battery, Storage), verify each screen loads properly without ANR or crash dialogs, and summarize results.",
+        profile="pro",
+        category="monitor",
+        tag="Settings QA",
+        apps=[
+            AppInfo(name="Settings", icon="settings", pkg="com.android.settings", category="system")
+        ],
+        required_packages=["com.android.settings"],
+        priority=93,
+    ),
+    # 6. Clock
+    TaskPreset(
+        id="clock_timer",
+        title="25-Min Pomodoro Timer",
+        description="Start a 25-minute focus countdown timer in Clock app",
+        goal="Open Clock app, switch to Timer tab, set 25 minutes and start the countdown timer.",
+        profile="flash",
+        category="flash",
+        tag="Clock",
+        apps=[
+            AppInfo(
+                name="Clock", icon="timer", pkg="com.google.android.deskclock", category="utility"
+            )
+        ],
+        required_packages=["com.google.android.deskclock", "com.android.deskclock"],
+        priority=86,
+    ),
+    # 7. Calculator
+    TaskPreset(
+        id="calc_gratuity",
+        title="Split Bill & Calculate Tip",
+        description="Calculate 18% gratuity on $186.40 for 3 people in Calculator",
+        goal="Open Calculator and calculate 18% tip on a bill of $186.40, then divide by 3 people.",
+        profile="flash",
+        category="flash",
+        tag="Calculator",
+        apps=[
+            AppInfo(
+                name="Calculator",
+                icon="calculate",
+                pkg="com.google.android.calculator",
+                category="utility",
+            )
+        ],
+        required_packages=["com.google.android.calculator", "com.android.calculator2"],
+        priority=84,
+    ),
+    # 8. Photos
+    TaskPreset(
+        id="photos_inspect",
+        title="Inspect Recent Screenshot",
+        description="Open Google Photos and review the latest screenshot taken",
+        goal="Open Google Photos and view the most recent screenshot in the screenshots album.",
+        profile="flash",
+        category="flash",
+        tag="Photos",
+        apps=[
+            AppInfo(
+                name="Photos",
+                icon="photo_library",
+                pkg="com.google.android.apps.photos",
+                category="media",
+            )
+        ],
+        required_packages=["com.google.android.apps.photos"],
+        priority=82,
+    ),
+    # 9. WeChat (微信)
+    TaskPreset(
+        id="wechat_browse",
+        title="Check WeChat Messages",
+        description="Open WeChat and view top recent chat conversations",
+        goal="Open WeChat (微信) and view the top recent chat messages.",
+        profile="flash",
+        category="flash",
+        tag="WeChat",
+        apps=[AppInfo(name="WeChat", icon="forum", pkg="com.tencent.mm", category="social")],
+        required_packages=["com.tencent.mm"],
+        priority=89,
+    ),
+    TaskPreset(
+        id="pro_wechat_to_calendar",
+        title="WeChat Notice to Calendar",
+        description="Extract meeting notice from WeChat chat and add to Calendar",
+        goal="Open WeChat (微信), locate the latest meeting announcement or event message in the top chat, extract the time and topic, then open Calendar and schedule an event.",
+        profile="pro",
+        category="cross_app",
+        tag="WeChat + Calendar",
+        apps=[
+            AppInfo(name="WeChat", icon="forum", pkg="com.tencent.mm", category="social"),
+            AppInfo(
+                name="Calendar",
+                icon="calendar_month",
+                pkg="com.google.android.calendar",
+                category="productivity",
+            ),
+        ],
+        required_packages=["com.tencent.mm"],
+        priority=93,
+    ),
+    # 10. Xiaohongshu (小红书)
+    TaskPreset(
+        id="xhs_coffee_guide",
+        title="RED Cafe Guide Search",
+        description="Search trending specialty cafe reviews on Xiaohongshu",
+        goal="Open Xiaohongshu (小红书), search for top-rated specialty coffee shops, and view the top post.",
+        profile="flash",
+        category="flash",
+        tag="Xiaohongshu",
+        apps=[
+            AppInfo(
+                name="Xiaohongshu", icon="auto_stories", pkg="com.xingin.xhs", category="social"
+            )
+        ],
+        required_packages=["com.xingin.xhs"],
+        priority=87,
+    ),
+    # 11. Meituan / Dianping (美团 / 大众点评)
+    TaskPreset(
+        id="meituan_ramen_search",
+        title="Meituan Food Search",
+        description="Search top-rated Ramen nearby on Meituan or Dianping",
+        goal="Open Meituan (美团) or Dianping (大众点评), search for top-rated Ramen nearby, and view top restaurant rating.",
+        profile="flash",
+        category="flash",
+        tag="Meituan",
+        apps=[
+            AppInfo(
+                name="Meituan", icon="restaurant", pkg="com.sankuai.meituan", category="lifestyle"
+            )
+        ],
+        required_packages=["com.sankuai.meituan", "com.dianping.v1"],
+        priority=86,
+    ),
+    # 12. Bilibili (哔哩哔哩)
+    TaskPreset(
+        id="bilibili_stream",
+        title="Bilibili Tech Video",
+        description="Search and play an AI Agent tutorial video on Bilibili",
+        goal='Open Bilibili (哔哩哔哩), search for "AI Agent 架构实战", and play the top matching video.',
+        profile="flash",
+        category="flash",
+        tag="Bilibili",
+        apps=[
+            AppInfo(
+                name="Bilibili",
+                icon="video_library",
+                pkg="tv.danmaku.bili",
+                category="entertainment",
+            )
+        ],
+        required_packages=["tv.danmaku.bili"],
+        priority=85,
+    ),
+    # 13. Play Store
+    TaskPreset(
+        id="pro_playstore_review",
+        title="Play Store App Review Study",
+        description="Compare top task management apps and ratings on Google Play",
+        goal="Open Google Play Store, search for top rated task management apps, compare ratings and latest user reviews of the top 2 candidates, and record recommendations.",
+        profile="pro",
+        category="pro",
+        tag="Play Store",
+        apps=[
+            AppInfo(
+                name="Play Store", icon="storefront", pkg="com.android.vending", category="tools"
+            )
+        ],
+        required_packages=["com.android.vending"],
+        priority=88,
+    ),
+]
+
+
+# ============================================================================
+# RECOMMENDATION ENGINE
+# ============================================================================
+
+
+class TaskRecommendationEngine:
+    """Intelligent recommendation engine matching device capabilities."""
+
+    def __init__(self, catalog: list[TaskPreset] | None = None):
+        self.catalog = catalog or PRESET_TASK_CATALOG
+
+    def get_all_tasks(self) -> list[dict[str, Any]]:
+        return [task.model_dump() for task in self.catalog]
+
+    def recommend_tasks(
+        self, installed_packages: list[str] | set[str], category: str = "all", limit: int = 12
+    ) -> list[dict[str, Any]]:
+        pkgs_set = (
+            set(installed_packages) if isinstance(installed_packages, list) else installed_packages
+        )
+
+        scored_tasks: list[tuple[int, TaskPreset, bool]] = []
+
+        for task in self.catalog:
+            # Check package presence
+            is_matched = False
+            if pkgs_set:
+                if not task.required_packages:
+                    is_matched = True
+                elif task.match_mode == "all":
+                    is_matched = all(pkg in pkgs_set for pkg in task.required_packages)
+                else:
+                    is_matched = any(pkg in pkgs_set for pkg in task.required_packages)
+            else:
+                is_matched = False
+
+            # Calculate score
+            score = task.priority
+            if pkgs_set:
+                if is_matched:
+                    score += 100
+                    if len(task.required_packages) > 1 and task.match_mode == "all":
+                        score += 30
+                else:
+                    score -= 40
+
+            # Filter by category
+            if category == "flash" and task.profile != "flash":
+                continue
+            elif category == "pro" and task.profile != "pro":
+                continue
+            elif category == "cross_app" and task.category != "cross_app":
+                continue
+            elif category == "monitor" and task.category != "monitor":
+                continue
+
+            scored_tasks.append((score, task, is_matched))
+
+        # Sort descending by score
+        scored_tasks.sort(key=lambda item: item[0], reverse=True)
+
+        results: list[dict[str, Any]] = []
+        for _, task, matched in scored_tasks[:limit]:
+            d = task.model_dump()
+            d["is_device_matched"] = matched
+            results.append(d)
+
+        return results
+
+
+task_recommendation_engine = TaskRecommendationEngine()
diff --git a/apps/admin_console/services/task_queue_service.py b/apps/admin_console/services/task_queue_service.py
index 12c64e1..516108c 100644
--- a/apps/admin_console/services/task_queue_service.py
+++ b/apps/admin_console/services/task_queue_service.py
@@ -16,7 +16,6 @@ import asyncio
 from datetime import datetime
 import os
 import shutil
-import signal
 import sys
 import time
 from typing import Any
@@ -31,6 +30,7 @@ try:
     )
     from admin_console.core.state import state
     from admin_console.database.repositories.session_repository import session_repo
+    from artemis.runtime import process_supervisor
 except ImportError:
     from apps.admin_console.core.config import (
         PAUSE_FILE,
@@ -40,6 +40,7 @@ except ImportError:
     )
     from apps.admin_console.core.state import state
     from apps.admin_console.database.repositories.session_repository import session_repo
+    from artemis.runtime import process_supervisor
 
 
 class TaskQueueService:
@@ -48,51 +49,114 @@ class TaskQueueService:
     """
 
     @classmethod
-    async def queue_worker(cls):
-        while True:
-            goal = None
-            sess_id = None
+    def _broadcast_event(cls, event_type: str, data: Any):
+        """Broadcasts an event safely to all registered subscribers."""
+        for cb in list(state.ipc_subscribers):
             try:
-                item = await state.task_queue.get()
-                if isinstance(item, dict):
-                    goal = item.get("goal")
-                    profile = item.get("profile", "flash")
-                    sess_id = item.get("session_id")
-                else:
-                    goal = item
-                    profile = "flash"
-                    sess_id = None
+                cb(event_type, data)
+            except Exception:
+                pass
+
+    @classmethod
+    def _get_next_pending_task(cls) -> dict[str, Any] | None:
+        """Finds and returns the first pending task from queue_items."""
+        for item in state.queue_items:
+            if isinstance(item, dict) and item.get("status") == "pending":
+                return item
+        return None
+
+    @classmethod
+    def _remove_task(cls, session_id: str | None):
+        """Removes a task from queue_items by session_id."""
+        if not session_id:
+            return
+        state.queue_items = [
+            t
+            for t in state.queue_items
+            if not (isinstance(t, dict) and t.get("session_id") == session_id)
+        ]
+
+    @classmethod
+    def ensure_worker_running(cls):
+        """Guarantees that the background queue worker task is active and running."""
+        try:
+            loop = asyncio.get_running_loop()
+            if state.worker_task is None or state.worker_task.done():
+                state.worker_task = loop.create_task(cls.queue_worker())
+                try:
+                    state.wake_event.set()
+                except Exception:
+                    pass
+        except RuntimeError:
+            pass
+
+    @classmethod
+    async def queue_worker(cls):
+        """Persistent, self-healing background worker loop processing tasks in FIFO order."""
+        print("[QueueWorker] Background worker loop initialized and running.")
+        while True:
+            task_item = None
+            sess_id = None
+            goal = None
+            profile = "flash"
+            try:
+                if state.is_running:
+                    await asyncio.sleep(0.2)
+                    continue
+
+                # 1. Fetch the next pending task
+                task_item = cls._get_next_pending_task()
+                if task_item is None:
+                    await asyncio.sleep(0.3)
+                    continue
+
+                # 2. Extract and initialize task execution metadata
+                sess_id = task_item.get("session_id")
+                if sess_id and str(sess_id) in getattr(state, "cancelled_session_ids", set()):
+                    cls._remove_task(sess_id)
+                    continue
+
+                goal = task_item.get("goal")
+                profile = task_item.get("profile", "flash")
+                expected_output = task_item.get("expected_output")
+                enable_outputter = task_item.get("enable_outputter")
+                locked_app = task_item.get("locked_app_package") or task_item.get("locked_app")
+                app_path = task_item.get("app_path")
+                task_item["status"] = "running"
+                task_item["start_time"] = time.time()
 
                 state.current_goal = goal
                 state.current_profile = profile
-                if sess_id:
-                    state.active_session_id = sess_id
+                state.active_session_id = sess_id
+                state.was_stopped_manually = False
 
-                # Remove from state.queue_tasks
-                state.queue_tasks = [
-                    t
-                    for t in state.queue_tasks
-                    if not (
-                        isinstance(t, dict)
-                        and (t.get("session_id") == sess_id or t.get("goal") == goal)
-                    )
-                ]
+                # Broadcast session_started so all connected clients know the task has started
+                cls._broadcast_event(
+                    "session_started",
+                    {
+                        "session_id": sess_id,
+                        "initial_goal": goal,
+                        "profile": profile,
+                    },
+                )
 
                 test_name = f"web_{int(time.time())}"
                 env = os.environ.copy()
                 pythonpath_parts = [
                     str(WORKSPACE_ROOT),
-                    str(WORKSPACE_ROOT / "apps/admin_console"),
-                    str(WORKSPACE_ROOT / "apps/cloud_service"),
+                    str(WORKSPACE_ROOT / "apps" / "admin_console"),
+                    str(WORKSPACE_ROOT / "apps" / "cloud_service"),
                     env.get("PYTHONPATH", ""),
                 ]
+                env["PYTHONPATH"] = os.pathsep.join([p for p in pythonpath_parts if p])
+                env["PYTHONUTF8"] = "1"
+                env["PYTHONUNBUFFERED"] = "1"
                 if state.ipc_port is not None:
                     env["ARTEMIS_IPC_PORT"] = str(state.ipc_port)
                 if sess_id:
                     env["ARTEMIS_SESSION_ID"] = str(sess_id)
 
-                print(f"[QueueWorker] Starting task: {goal} with profile: {profile}")
-                state.current_process = await asyncio.create_subprocess_exec(
+                cmd = [
                     sys.executable,
                     "-m",
                     "artemis.main",
@@ -101,48 +165,98 @@ class TaskQueueService:
                     profile,
                     "--test-name",
                     test_name,
+                ]
+                if expected_output:
+                    cmd.extend(["--output-description", str(expected_output)])
+                if enable_outputter is not None:
+                    cmd.append("--enable-outputter" if enable_outputter else "--disable-outputter")
+                if locked_app:
+                    cmd.extend(["--locked-app", str(locked_app)])
+                if app_path:
+                    cmd.extend(["--app-path", str(app_path)])
+
+                print(
+                    f"[QueueWorker] Starting task [{sess_id}]: '{goal}' (profile: {profile}, outputter: {bool(expected_output or enable_outputter)})"
+                )
+                proc = await asyncio.create_subprocess_exec(
+                    *cmd,
                     cwd=str(WORKSPACE_ROOT),
                     env=env,
                 )
-                await state.current_process.wait()
-                print(
-                    f"[QueueWorker] Task finished with code "
-                    f"{state.current_process.returncode}: {goal}"
-                )
+                state.current_process = proc
+                task_item["pid"] = proc.pid
 
-                # Fallback status update
-                if state.active_session_id:
-                    curr_status = session_repo.get_session_status(state.active_session_id)
-                    if curr_status == "running":
-                        if state.was_stopped_manually:
-                            new_status = "cancelled"
-                        else:
-                            new_status = (
-                                "completed" if state.current_process.returncode == 0 else "failed"
-                            )
-                        session_repo.update_session_status(
-                            state.active_session_id, new_status, time.time()
-                        )
-                        print(
-                            f"[QueueWorker] Fallback: Updated session "
-                            f"{state.active_session_id} status to {new_status}"
-                        )
-                    state.active_session_id = None
+                if sess_id and (
+                    str(sess_id) in getattr(state, "cancelled_session_ids", set())
+                    or state.was_stopped_manually
+                ):
+                    print(
+                        f"[QueueWorker] Task [{sess_id}] was cancelled during launch. Terminating."
+                    )
+                    try:
+                        proc.kill()
+                    except Exception:
+                        pass
 
-                state.current_profile = None
-                state.was_stopped_manually = False
+                # 3. Await subprocess completion
+                returncode = await proc.wait()
+                print(f"[QueueWorker] Task [{sess_id}] exited with returncode {returncode}")
+
+                # 4. Perform fallback database status update and notification
+                if sess_id:
+                    if state.was_stopped_manually:
+                        new_status = "cancelled"
+                    elif returncode == 0:
+                        new_status = "completed"
+                    else:
+                        new_status = "failed"
+                    session_repo.update_session_status(sess_id, new_status, time.time())
+                    state.active_connections.pop(sess_id, None)
+                    print(f"[QueueWorker] Updated session {sess_id} status to '{new_status}'")
+                    cls._broadcast_event(
+                        "session_ended",
+                        {
+                            "session_id": sess_id,
+                            "status": new_status,
+                            "was_stopped_manually": state.was_stopped_manually,
+                        },
+                    )
 
             except asyncio.CancelledError:
-                print("[QueueWorker] Background worker task was cancelled.")
+                print("[QueueWorker] Task received cancellation signal.")
+                if state.current_process and state.current_process.returncode is None:
+                    try:
+                        state.current_process.kill()
+                    except Exception:
+                        pass
                 break
             except Exception as e:
-                print(f"[QueueWorker] Error executing task: {e}")
+                print(f"[QueueWorker] Unexpected error executing task: {e}")
+                await asyncio.sleep(0.5)
             finally:
-                if goal is not None:
-                    state.task_queue.task_done()
+                # 5. Clean up completed task from queue and reset execution state
+                if sess_id:
+                    cls._remove_task(sess_id)
+                state.current_process = None
+                state.active_session_id = None
+                state.current_goal = None
+                state.current_profile = None
+                state.was_stopped_manually = False
+                state.wake_event.set()
 
     @classmethod
-    async def enqueue_tasks(cls, goals: list[str], profile: str = "flash") -> dict[str, Any]:
+    async def enqueue_tasks(
+        cls,
+        goals: list[str],
+        profile: str = "flash",
+        expected_output: str | None = None,
+        enable_outputter: bool | None = None,
+        locked_app_package: str | None = None,
+        app_path: str | None = None,
+    ) -> dict[str, Any]:
+        """Enqueues one or more goals and wakes up the background worker."""
+        cls.ensure_worker_running()
+
         enqueued_tasks = []
         now = time.time()
         for i, goal in enumerate(goals):
@@ -151,14 +265,20 @@ class TaskQueueService:
                 "session_id": sess_id,
                 "goal": goal,
                 "profile": profile or "flash",
+                "expected_output": expected_output,
+                "enable_outputter": enable_outputter,
+                "locked_app_package": locked_app_package,
+                "app_path": app_path,
                 "status": "pending",
                 "created_at": now + i * 0.001,
                 "start_time": now + i * 0.001,
             }
-            await state.task_queue.put(task_item)
-            state.queue_tasks.append(task_item)
+            state.queue_items.append(task_item)
             enqueued_tasks.append(task_item)
 
+        # Wake worker immediately
+        state.wake_event.set()
+
         return {
             "status": "queued" if state.is_running else "started",
             "tasks": enqueued_tasks,
@@ -168,36 +288,105 @@ class TaskQueueService:
 
     @classmethod
     def stop_tasks(cls, clear_all: bool = False) -> bool:
+        """Stops the currently executing task and optionally clears pending tasks."""
         stopped = False
+        stopped_session_id = state.active_session_id
+
+        if not stopped_session_id:
+            running_item = next(
+                (
+                    t
+                    for t in state.queue_items
+                    if isinstance(t, dict) and t.get("status") == "running"
+                ),
+                None,
+            )
+            if running_item:
+                stopped_session_id = running_item.get("session_id")
+            elif state.queue_items and not clear_all:
+                stopped_session_id = state.queue_items[0].get("session_id")
+
+        if stopped_session_id:
+            getattr(state, "cancelled_session_ids", set()).add(str(stopped_session_id))
+        for t in state.queue_items:
+            if isinstance(t, dict) and t.get("status") == "running" and t.get("session_id"):
+                getattr(state, "cancelled_session_ids", set()).add(str(t["session_id"]))
+
         if clear_all:
             state.clear_queue()
+            stopped = True
 
         state.was_stopped_manually = True
-        if state.is_running and state.current_process:
+        if state.current_process:
+            pid = getattr(state.current_process, "pid", None)
+            if pid:
+                try:
+                    process_supervisor.terminate_tree(pid)
+                except Exception:
+                    pass
             try:
                 state.current_process.kill()
-                stopped = True
             except Exception:
                 pass
+            stopped = True
 
         for _, conn_info in list(state.active_connections.items()):
             pid = conn_info.get("pid")
             if pid:
                 try:
-                    os.kill(pid, signal.SIGINT)
+                    process_supervisor.terminate_tree(pid)
                     stopped = True
                 except Exception as e:
                     print(f"Failed to kill external process {pid}: {e}")
 
+        # Always reset process and active states cleanly
+        state.current_process = None
+        state.active_connections.clear()
         session_repo.mark_all_running_cancelled()
 
+        # Broadcast session_ended event so all SSE streams and subscribers update immediately
+        if stopped_session_id:
+            cls._broadcast_event(
+                "session_ended",
+                {
+                    "session_id": stopped_session_id,
+                    "status": "cancelled",
+                    "was_stopped_manually": True,
+                },
+            )
+            stopped = True
+
+        state.active_session_id = None
+        state.current_goal = None
+        state.current_profile = None
+
+        # Ensure any running or stopped task is removed from queue_items so worker_loop is unblocked
+        if clear_all:
+            state.queue_items = []
+        else:
+            state.queue_items = [
+                t
+                for t in state.queue_items
+                if not (
+                    isinstance(t, dict)
+                    and (
+                        t.get("status") == "running"
+                        or (stopped_session_id and t.get("session_id") == stopped_session_id)
+                    )
+                )
+            ]
+
         if PAUSE_FILE.exists():
             try:
                 PAUSE_FILE.unlink()
             except Exception:
                 pass
 
-        return stopped
+        # Wake up worker to process the next pending task or transition cleanly
+        cls.ensure_worker_running()
+        state.wake_event.set()
+
+        return stopped or True
 
     @classmethod
     def resume_task(cls) -> bool:
diff --git a/apps/showcase_ui/README.md b/apps/showcase_ui/README.md
new file mode 100644
index 0000000..09bad98
--- /dev/null
+++ b/apps/showcase_ui/README.md
@@ -0,0 +1,31 @@
+# ✨ Artemis Showcase & User Workspace UI
+
+A modern, highly aesthetic presentation and interaction frontend built with **Angular 19** and **SCSS** for showcasing the Artemis mobile autonomous agent.
+
+## 🎨 Visual Design Highlights
+
+* **Aurora Glow Dynamics**: Ambient background lighting with smooth gradients.
+* **Glassmorphism Aesthetic**: Translucent frosted-glass panels with subtle borders.
+* **Real-time Dual-Pane Workspace**:
+  - **Left Pane (`app-agent-stream`)**: Live streaming of Agent thought steps, plan breakdowns, tool actions, and status.
+  - **Right Pane (`app-chat-interface`)**: Natural language chat input sidebar with interactive feedback and status pills.
+
+## 🚀 How to Run
+
+### Prerequisites
+- Node.js (>= 18)
+- Backend API running on `http://localhost:8000` (via `apps/admin_console` or `artemis ui`)
+
+### Development Server
+```bash
+cd apps/showcase_ui
+npm install
+npm start
+```
+This runs `ng serve --proxy-config proxy.conf.json` on **`http://localhost:4200/`**.
+
+### Production Build
+```bash
+npm run build
+```
+Build artifacts will be emitted to `dist/`, which can be served statically by `apps.admin_console` or `artemis ui`.
diff --git a/angular.json b/apps/showcase_ui/angular.json
similarity index 93%
rename from angular.json
rename to apps/showcase_ui/angular.json
index b3c839f..3f3e4a9 100644
--- a/angular.json
+++ b/apps/showcase_ui/angular.json
@@ -45,13 +45,13 @@
               "budgets": [
                 {
                   "type": "initial",
-                  "maximumWarning": "500kB",
-                  "maximumError": "1MB"
+                  "maximumWarning": "2MB",
+                  "maximumError": "4MB"
                 },
                 {
                   "type": "anyComponentStyle",
-                  "maximumWarning": "50kB",
-                  "maximumError": "100kB"
+                  "maximumWarning": "200kB",
+                  "maximumError": "400kB"
                 }
               ],
               "outputHashing": "all"
diff --git a/package-lock.json b/apps/showcase_ui/package-lock.json
similarity index 64%
rename from package-lock.json
rename to apps/showcase_ui/package-lock.json
index b1afc42..c0ba5f2 100644
--- a/package-lock.json
+++ b/apps/showcase_ui/package-lock.json
@@ -1,28 +1,27 @@
 {
-  "name": "frontend",
+  "name": "artemis-showcase-ui",
   "version": "1.0.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
-      "name": "frontend",
+      "name": "artemis-showcase-ui",
       "version": "1.0.0",
       "dependencies": {
-        "@angular/common": "^22.1.2",
-        "@angular/compiler": "^22.1.2",
-        "@angular/core": "^22.1.2",
+        "@angular/common": "^19.2.0",
+        "@angular/compiler": "^19.2.0",
+        "@angular/core": "^19.2.0",
         "@angular/forms": "^19.2.0",
         "@angular/platform-browser": "^19.2.0",
         "@angular/platform-browser-dynamic": "^19.2.0",
         "@angular/router": "^19.2.0",
-        "node": "^26.5.1",
         "rxjs": "~7.8.0",
         "tslib": "^2.3.0",
         "zone.js": "~0.15.0"
       },
       "devDependencies": {
-        "@angular-devkit/build-angular": "^22.1.4",
-        "@angular/cli": "^22.1.4",
+        "@angular-devkit/build-angular": "^19.2.0",
+        "@angular/cli": "^19.2.0",
         "@angular/compiler-cli": "^19.2.0",
         "@types/jasmine": "~5.1.0",
         "jasmine-core": "~5.6.0",
@@ -49,146 +48,122 @@
       }
     },
     "node_modules/@angular-devkit/architect": {
-      "version": "0.2201.4",
-      "resolved": "https://registry.npmjs.org/@angular-devkit/architect/-/architect-0.2201.4.tgz",
-      "integrity": "sha512-a2J9hdBYFobhMx9G0KwCdo6+LrWIOOyIeijrA/QSZiPOjg8dAprhMh7BEQkF3eT6R1q7wDGP+IElVR9LsBlXQw==",
+      "version": "0.1902.27",
+      "resolved": "https://registry.npmjs.org/@angular-devkit/architect/-/architect-0.1902.27.tgz",
+      "integrity": "sha512-I2YW4Zn1818toEGKPPcbv8qqglegNnWT4A4GM28LPRg4rOYwPkZzy3PAB7EIJEwZIDQgz2I+Oy0pc56BWcFVUw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@angular-devkit/core": "22.1.4",
-        "rxjs": "7.8.2"
-      },
-      "bin": {
-        "architect": "bin/cli.js"
+        "@angular-devkit/core": "19.2.27",
+        "rxjs": "7.8.1"
       },
       "engines": {
-        "node": "^22.22.3 || ^24.15.0 || >=26.0.0",
+        "node": "^18.19.1 || ^20.11.1 || >=22.0.0",
         "npm": "^6.11.0 || ^7.5.6 || >=8.0.0",
         "yarn": ">= 1.13.0"
       }
     },
-    "node_modules/@angular-devkit/architect/node_modules/@angular-devkit/core": {
-      "version": "22.1.4",
-      "resolved": "https://registry.npmjs.org/@angular-devkit/core/-/core-22.1.4.tgz",
-      "integrity": "sha512-40jG/6chng9fQuWtpg1kadPO17sRTurNh0aav6Uxebn65PfNpTpvhPIYVIcRgv4tCKdMd++YH95A8SiaIOwqig==",
+    "node_modules/@angular-devkit/architect/node_modules/rxjs": {
+      "version": "7.8.1",
+      "resolved": "https://registry.npmjs.org/rxjs/-/rxjs-7.8.1.tgz",
+      "integrity": "sha512-AA3TVj+0A2iuIoQkWEK/tqFjBq2j+6PO6Y0zJcvzLAFhEFIO3HL0vls9hWLncZbAAbK0mar7oZ4V079I/qPMxg==",
       "dev": true,
-      "license": "MIT",
+      "license": "Apache-2.0",
       "dependencies": {
-        "ajv": "8.20.0",
-        "ajv-formats": "3.0.1",
-        "jsonc-parser": "3.3.1",
-        "picomatch": "4.0.5",
-        "rxjs": "7.8.2",
-        "source-map": "0.7.6"
-      },
-      "engines": {
-        "node": "^22.22.3 || ^24.15.0 || >=26.0.0",
-        "npm": "^6.11.0 || ^7.5.6 || >=8.0.0",
-        "yarn": ">= 1.13.0"
-      },
-      "peerDependencies": {
-        "chokidar": "^5.0.0"
-      },
-      "peerDependenciesMeta": {
-        "chokidar": {
-          "optional": true
-        }
+        "tslib": "^2.1.0"
       }
     },
     "node_modules/@angular-devkit/build-angular": {
-      "version": "22.1.4",
-      "resolved": "https://registry.npmjs.org/@angular-devkit/build-angular/-/build-angular-22.1.4.tgz",
-      "integrity": "sha512-BLQ9wl+0tWE/NqRlogm9QG0lqI5dAVEp48M7K5NV/c72vtPwz+b6eihIAhEG94Gg8T74HXI7szzEKcwL3uhpcw==",
-      "deprecated": "Angular's Webpack support is deprecated. Use the esbuild and Vite-based \"@angular/build\" package instead.",
+      "version": "19.2.27",
+      "resolved": "https://registry.npmjs.org/@angular-devkit/build-angular/-/build-angular-19.2.27.tgz",
+      "integrity": "sha512-63dLzZeRAZiDOWegZHDG1L3Su4m7tfh2n4uV4fXhJYQeyblAQIrmz/dsyjn2cwR021neDbteLCn7MeysKj47/g==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
         "@ampproject/remapping": "2.3.0",
-        "@angular-devkit/architect": "0.2201.4",
-        "@angular-devkit/build-webpack": "0.2201.4",
-        "@angular-devkit/core": "22.1.4",
-        "@angular/build": "22.1.4",
-        "@babel/core": "8.0.1",
-        "@babel/generator": "8.0.0",
-        "@babel/helper-annotate-as-pure": "8.0.0",
+        "@angular-devkit/architect": "0.1902.27",
+        "@angular-devkit/build-webpack": "0.1902.27",
+        "@angular-devkit/core": "19.2.27",
+        "@angular/build": "19.2.27",
+        "@babel/core": "7.26.10",
+        "@babel/generator": "7.26.10",
+        "@babel/helper-annotate-as-pure": "7.25.9",
         "@babel/helper-split-export-declaration": "7.24.7",
-        "@babel/plugin-transform-async-generator-functions": "8.0.1",
-        "@babel/plugin-transform-async-to-generator": "8.0.1",
-        "@babel/plugin-transform-runtime": "8.0.1",
-        "@babel/preset-env": "8.0.2",
-        "@babel/runtime": "8.0.0",
-        "@discoveryjs/json-ext": "1.1.0",
-        "@ngtools/webpack": "22.1.4",
+        "@babel/plugin-transform-async-generator-functions": "7.26.8",
+        "@babel/plugin-transform-async-to-generator": "7.25.9",
+        "@babel/plugin-transform-runtime": "7.26.10",
+        "@babel/preset-env": "7.26.9",
+        "@babel/runtime": "7.26.10",
+        "@discoveryjs/json-ext": "0.6.3",
+        "@ngtools/webpack": "19.2.27",
+        "@vitejs/plugin-basic-ssl": "1.2.0",
         "ansi-colors": "4.1.3",
-        "autoprefixer": "10.5.4",
-        "babel-loader": "10.1.1",
-        "browserslist": "^4.26.0",
-        "copy-webpack-plugin": "14.0.0",
-        "css-loader": "7.1.4",
-        "esbuild-wasm": "0.28.2",
-        "http-proxy-middleware": "4.2.0",
+        "autoprefixer": "10.4.20",
+        "babel-loader": "9.2.1",
+        "browserslist": "^4.21.5",
+        "copy-webpack-plugin": "12.0.2",
+        "css-loader": "7.1.2",
+        "esbuild-wasm": "0.28.0",
+        "fast-glob": "3.3.3",
+        "http-proxy-middleware": "3.0.5",
         "istanbul-lib-instrument": "6.0.3",
         "jsonc-parser": "3.3.1",
         "karma-source-map-support": "1.4.0",
-        "less": "4.6.7",
-        "less-loader": "13.0.0",
+        "less": "4.2.2",
+        "less-loader": "12.2.0",
         "license-webpack-plugin": "4.0.2",
         "loader-utils": "3.3.1",
-        "mini-css-extract-plugin": "2.10.2",
-        "open": "11.0.0",
-        "ora": "9.4.1",
-        "picomatch": "4.0.5",
-        "piscina": "5.2.0",
-        "postcss": "8.5.25",
-        "postcss-loader": "8.2.1",
+        "mini-css-extract-plugin": "2.9.2",
+        "open": "10.1.0",
+        "ora": "5.4.1",
+        "picomatch": "4.0.4",
+        "piscina": "4.8.0",
+        "postcss": "8.5.12",
+        "postcss-loader": "8.1.1",
         "resolve-url-loader": "5.0.0",
-        "rxjs": "7.8.2",
-        "sass": "1.101.0",
-        "sass-loader": "17.0.0",
-        "semver": "7.8.5",
+        "rxjs": "7.8.1",
+        "sass": "1.85.0",
+        "sass-loader": "16.0.5",
+        "semver": "7.7.1",
         "source-map-loader": "5.0.0",
         "source-map-support": "0.5.21",
-        "terser": "5.49.0",
-        "tinyglobby": "0.2.17",
+        "terser": "5.39.0",
+        "tree-kill": "1.2.2",
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-        "strip-ansi": "^7.1.2"
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+        "is-fullwidth-code-point": "^3.0.0",
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+      "license": "MIT"
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+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi/node_modules/strip-ansi": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "ansi-regex": "^5.0.1"
+      },
+      "engines": {
+        "node": ">=8"
       }
     },
     "node_modules/wrappy": {
@@ -16097,23 +15789,6 @@
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-      "version": "0.3.1",
-      "resolved": "https://registry.npmjs.org/wsl-utils/-/wsl-utils-0.3.1.tgz",
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-      "dev": true,
-      "license": "MIT",
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-        "is-wsl": "^3.1.0",
-        "powershell-utils": "^0.1.0"
-      },
-      "engines": {
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-      },
-      "funding": {
-        "url": "https://github.com/sponsors/sindresorhus"
-      }
-    },
     "node_modules/y18n": {
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
@@ -16216,22 +15891,22 @@
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       "dev": true,
       "license": "MIT",
       "engines": {
-        "node": ">=10"
+        "node": ">=12.20"
       },
       "funding": {
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
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+    "node_modules/yoctocolors-cjs": {
+      "version": "2.1.3",
+      "resolved": "https://registry.npmjs.org/yoctocolors-cjs/-/yoctocolors-cjs-2.1.3.tgz",
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@@ -16241,26 +15916,6 @@
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-      "dev": true,
-      "license": "MIT",
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-      "dev": true,
-      "license": "ISC",
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diff --git a/package.json b/apps/showcase_ui/package.json
similarity index 67%
rename from package.json
rename to apps/showcase_ui/package.json
index d49e5dd..c70aa1e 100644
--- a/package.json
+++ b/apps/showcase_ui/package.json
@@ -1,7 +1,6 @@
 {
-  "name": "latte-showcase-ui",
+  "name": "artemis-showcase-ui",
   "version": "1.0.0",
-
   "scripts": {
     "ng": "ng",
     "start": "ng serve --proxy-config proxy.conf.json",
@@ -11,21 +10,20 @@
   },
   "private": true,
   "dependencies": {
-    "@angular/common": "^22.1.2",
-    "@angular/compiler": "^22.1.2",
-    "@angular/core": "^22.1.2",
+    "@angular/common": "^19.2.0",
+    "@angular/compiler": "^19.2.0",
+    "@angular/core": "^19.2.0",
     "@angular/forms": "^19.2.0",
     "@angular/platform-browser": "^19.2.0",
     "@angular/platform-browser-dynamic": "^19.2.0",
     "@angular/router": "^19.2.0",
-    "node": "^26.5.1",
     "rxjs": "~7.8.0",
     "tslib": "^2.3.0",
     "zone.js": "~0.15.0"
   },
   "devDependencies": {
-    "@angular-devkit/build-angular": "^22.1.4",
-    "@angular/cli": "^22.1.4",
+    "@angular-devkit/build-angular": "^19.2.0",
+    "@angular/cli": "^19.2.0",
     "@angular/compiler-cli": "^19.2.0",
     "@types/jasmine": "~5.1.0",
     "jasmine-core": "~5.6.0",
@@ -35,5 +33,6 @@
     "karma-jasmine": "~5.1.0",
     "karma-jasmine-html-reporter": "~2.1.0",
     "typescript": "~5.7.2"
-  }
+  },
+  "packageManager": "pnpm@11.22.0+sha512.1ff870c4c6133dfd88fb2afc46dd13d47f09c9794b438c6fdb47ca98caf3bc16381ee0be93a091b8e3824cf01f889f46d7d9e20910fb0be1ab0fb5baa80dd621"
 }
diff --git a/proxy.conf.json b/apps/showcase_ui/proxy.conf.json
similarity index 100%
rename from proxy.conf.json
rename to apps/showcase_ui/proxy.conf.json
diff --git a/apps/showcase_ui/public/favicon.ico b/apps/showcase_ui/public/favicon.ico
new file mode 100644
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literal 0
HcmV?d00001

diff --git a/apps/showcase_ui/public/logo.svg b/apps/showcase_ui/public/logo.svg
new file mode 100644
index 0000000..97def98
--- /dev/null
+++ b/apps/showcase_ui/public/logo.svg
@@ -0,0 +1,56 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 240 240" width="240" height="240">
+  <defs>
+    <!-- Radial Glows for Mesh effect -->
+    <radialGradient id="redGlow" cx="50%" cy="50%" r="50%">
+      <stop offset="0%" stop-color="#EA4335" stop-opacity="1" />
+      <stop offset="40%" stop-color="#EA4335" stop-opacity="0.95" />
+      <stop offset="100%" stop-color="#EA4335" stop-opacity="0" />
+    </radialGradient>
+    <radialGradient id="yellowGlow" cx="50%" cy="50%" r="50%">
+      <stop offset="0%" stop-color="#FBBC05" stop-opacity="1" />
+      <stop offset="40%" stop-color="#FBBC05" stop-opacity="0.95" />
+      <stop offset="100%" stop-color="#FBBC05" stop-opacity="0" />
+    </radialGradient>
+    <radialGradient id="greenGlow" cx="50%" cy="50%" r="50%">
+      <stop offset="0%" stop-color="#34A853" stop-opacity="1" />
+      <stop offset="40%" stop-color="#34A853" stop-opacity="0.95" />
+      <stop offset="100%" stop-color="#34A853" stop-opacity="0" />
+    </radialGradient>
+
+    <!-- Robot Silhouette Mask -->
+    <mask id="robotMeshMask">
+      <rect width="240" height="240" fill="black" />
+      
+      <!-- Antennae -->
+      <path d="M 90 60 Q 75 35 65 28" stroke="white" stroke-width="10" stroke-linecap="round" />
+      <circle cx="62" cy="24" r="10" fill="white" />
+      <path d="M 150 60 Q 165 35 175 28" stroke="white" stroke-width="10" stroke-linecap="round" />
+      <circle cx="178" cy="24" r="10" fill="white" />
+
+      <!-- Ears -->
+      <rect x="28" y="100" width="16" height="48" rx="8" fill="white" />
+      <rect x="196" y="100" width="16" height="48" rx="8" fill="white" />
+
+      <!-- Head -->
+      <rect x="44" y="58" width="152" height="132" rx="40" fill="white" />
+
+      <!-- Visor Cutout -->
+      <rect x="64" y="88" width="112" height="52" rx="22" fill="black" />
+
+      <!-- Eyes (Inside Visor) -->
+      <path d="M 82 118 Q 92 106 102 118" stroke="white" stroke-width="6" stroke-linecap="round" fill="none" />
+      <path d="M 138 118 Q 148 106 158 118" stroke="white" stroke-width="6" stroke-linecap="round" fill="none" />
+
+      <!-- Smile Cutout -->
+      <path d="M 104 158 Q 120 172 136 158" stroke="black" stroke-width="6" stroke-linecap="round" fill="none" />
+    </mask>
+  </defs>
+
+  <!-- Mesh Gradient applied to Mask -->
+  <g mask="url(#robotMeshMask)">
+    <rect width="240" height="240" fill="#4285F4" />
+    <circle cx="160" cy="50" r="100" fill="url(#redGlow)" />
+    <circle cx="60" cy="120" r="95" fill="url(#yellowGlow)" />
+    <circle cx="110" cy="200" r="95" fill="url(#greenGlow)" />
+  </g>
+</svg>
\ No newline at end of file
diff --git a/src/app/app.component.html b/apps/showcase_ui/src/app/app.component.html
similarity index 94%
rename from src/app/app.component.html
rename to apps/showcase_ui/src/app/app.component.html
index fe0d387..c4d9d04 100644
--- a/src/app/app.component.html
+++ b/apps/showcase_ui/src/app/app.component.html
@@ -14,4 +14,5 @@
  limitations under the License.
 -->
 
+<app-nav-switcher></app-nav-switcher>
 <router-outlet></router-outlet>
diff --git a/src/app/app.component.scss b/apps/showcase_ui/src/app/app.component.scss
similarity index 100%
rename from src/app/app.component.scss
rename to apps/showcase_ui/src/app/app.component.scss
diff --git a/src/app/app.component.spec.ts b/apps/showcase_ui/src/app/app.component.spec.ts
similarity index 82%
rename from src/app/app.component.spec.ts
rename to apps/showcase_ui/src/app/app.component.spec.ts
index fd475ac..aad49e1 100644
--- a/src/app/app.component.spec.ts
+++ b/apps/showcase_ui/src/app/app.component.spec.ts
@@ -15,12 +15,15 @@
  */
 
 import { TestBed } from '@angular/core/testing';
+import { provideRouter } from '@angular/router';
+import { provideHttpClient } from '@angular/common/http';
 import { AppComponent } from './app.component';
 
 describe('AppComponent', () => {
   beforeEach(async () => {
     await TestBed.configureTestingModule({
       imports: [AppComponent],
+      providers: [provideRouter([]), provideHttpClient()]
     }).compileComponents();
   });
 
@@ -36,10 +39,4 @@ describe('AppComponent', () => {
     expect(app.title).toEqual('frontend');
   });
 
-  it('should render title', () => {
-    const fixture = TestBed.createComponent(AppComponent);
-    fixture.detectChanges();
-    const compiled = fixture.nativeElement as HTMLElement;
-    expect(compiled.querySelector('h1')?.textContent).toContain('Hello, frontend');
-  });
 });
diff --git a/src/app/app.component.ts b/apps/showcase_ui/src/app/app.component.ts
similarity index 86%
rename from src/app/app.component.ts
rename to apps/showcase_ui/src/app/app.component.ts
index be21dbd..b85de25 100644
--- a/src/app/app.component.ts
+++ b/apps/showcase_ui/src/app/app.component.ts
@@ -16,10 +16,11 @@
 
 import { Component } from '@angular/core';
 import { RouterOutlet } from '@angular/router';
+import { NavSwitcherComponent } from './components/nav-switcher/nav-switcher.component';
 
 @Component({
   selector: 'app-root',
-  imports: [RouterOutlet],
+  imports: [RouterOutlet, NavSwitcherComponent],
   templateUrl: './app.component.html',
   styleUrl: './app.component.scss'
 })
diff --git a/src/app/app.config.ts b/apps/showcase_ui/src/app/app.config.ts
similarity index 100%
rename from src/app/app.config.ts
rename to apps/showcase_ui/src/app/app.config.ts
diff --git a/src/app/app.routes.ts b/apps/showcase_ui/src/app/app.routes.ts
similarity index 77%
rename from src/app/app.routes.ts
rename to apps/showcase_ui/src/app/app.routes.ts
index c9c932a..3c163ec 100644
--- a/src/app/app.routes.ts
+++ b/apps/showcase_ui/src/app/app.routes.ts
@@ -15,10 +15,13 @@
  */
 
 import { Routes } from '@angular/router';
+import { HomeComponent } from './pages/home/home.component';
 import { WorkspaceComponent } from './pages/workspace/workspace.component';
 import { LegacyWorkspaceComponent } from './pages/legacy-workspace/legacy-workspace.component';
 
 export const routes: Routes = [
-  { path: '', component: WorkspaceComponent },
-  { path: 'check', component: LegacyWorkspaceComponent }
+  { path: '', component: HomeComponent },
+  { path: 'workspace', component: WorkspaceComponent },
+  { path: 'check', component: LegacyWorkspaceComponent },
+  { path: '**', redirectTo: '' }
 ];
diff --git a/src/app/components/agent-stream/agent-stream.component.html b/apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.html
similarity index 78%
rename from src/app/components/agent-stream/agent-stream.component.html
rename to apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.html
index 6a67d44..11854d8 100644
--- a/src/app/components/agent-stream/agent-stream.component.html
+++ b/apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.html
@@ -1,11 +1,29 @@
+<!--
+ Copyright 2026 Google LLC
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+     http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.
+-->
+
 <div class="agent-stream-container">
-  <!-- VS Code Style Navigation Header -->
+  <!-- VS Code Style Navigation Header (for responsive small screens) -->
   <header class="vscode-nav-header">
     <div class="vscode-tab-container">
       <button 
         class="vscode-tab-btn" 
         [class.active]="isTaskDropdownOpen()" 
         (click)="toggleTaskDropdown($event)"
+        title="Task Queue"
+        aria-label="Task Queue"
       >
         <span class="material-symbols-outlined tab-icon">list_alt</span>
         <span class="tab-label">Task Queue</span>
@@ -14,6 +32,8 @@
         class="vscode-tab-btn" 
         [class.active]="isNotesDropdownOpen()" 
         (click)="toggleNotesDropdown($event)"
+        title="Notes & Plans"
+        aria-label="Notes & Plans"
       >
         <span class="material-symbols-outlined tab-icon">description</span>
         <span class="tab-label">Notes & Plans</span>
@@ -22,6 +42,10 @@
 
 <!-- Dropdown Popover Panel for Task Queue -->
     <div class="vscode-dropdown-menu task-dropdown" *ngIf="isTaskDropdownOpen()">
+      <div class="popover-title-header">
+        <span class="material-symbols-outlined">list_alt</span>
+        <span>Task Queue</span>
+      </div>
       <div class="dropdown-section-label">
         <span class="material-symbols-outlined icon-bolt">bolt</span>
         <span>Active Queue ({{ activeQueue().length }})</span>
@@ -43,7 +67,19 @@
             <span class="status-dot" *ngIf="getTaskStatus(session) === 'running'"></span>
             {{ getTaskStatus(session) | uppercase }}
           </span>
-          <span class="item-time">{{ session.start_time * 1000 | date:'shortTime' }}</span>
+          <div class="item-header-actions">
+            <span class="item-time">{{ session.start_time * 1000 | date:'shortTime' }}</span>
+            <button 
+              *ngIf="getTaskStatus(session) !== 'running'"
+              type="button"
+              class="btn-delete-card" 
+              (click)="deleteTask(session.session_id, $event)" 
+              title="Delete this task"
+              aria-label="Delete this task"
+            >
+              <span class="material-symbols-outlined">delete</span>
+            </button>
+          </div>
         </div>
         <div class="item-goal" title="{{ session.initial_goal }}">
           {{ session.initial_goal || 'Unnamed Task' }}
@@ -76,7 +112,19 @@
               <span class="status-dot" *ngIf="getTaskStatus(session) === 'running'"></span>
               {{ getTaskStatus(session) | uppercase }}
             </span>
-            <span class="item-time">{{ session.start_time * 1000 | date:'shortTime' }}</span>
+            <div class="item-header-actions">
+              <span class="item-time">{{ session.start_time * 1000 | date:'shortTime' }}</span>
+              <button 
+                *ngIf="getTaskStatus(session) !== 'running'"
+                type="button"
+                class="btn-delete-card" 
+                (click)="deleteTask(session.session_id, $event)" 
+                title="Delete this task"
+                aria-label="Delete this task"
+              >
+                <span class="material-symbols-outlined">delete</span>
+              </button>
+            </div>
           </div>
           <div class="item-goal" title="{{ session.initial_goal }}">
             {{ session.initial_goal || 'Unnamed Task' }}
@@ -91,6 +139,10 @@
 
     <!-- Dropdown Popover Panel for Notes & Plans -->
     <div class="vscode-dropdown-menu notes-dropdown" *ngIf="isNotesDropdownOpen()">
+      <div class="popover-title-header">
+        <span class="material-symbols-outlined">description</span>
+        <span>Notes & Plans</span>
+      </div>
       <!-- Notes Selector / Pills (Shown if there are note files) -->
       <div class="notes-selector-container" *ngIf="noteKeys().length > 1">
         <div class="notes-selector-list">
@@ -232,7 +284,7 @@
   </div>
 
   <!-- Event Logs Section -->
-  <main class="stream-logs-content">
+  <main class="stream-logs-content" (scroll)="onStreamScroll($event)">
 
     <div *ngIf="consolidatedBlocks().length === 0 && !showPlanningLoader()" class="empty-state">
       <div class="empty-icon"><span class="material-symbols-outlined">sensors</span></div>
@@ -300,6 +352,69 @@
                 <!-- Tool Call / Action section (Unified Chronological Loop matching Debug UI execution order) -->
                 <div class="step-actions-container" *ngIf="(block.data.generic_tools && block.data.generic_tools.length > 0) || block.data.action_taken">
                   <ng-container *ngFor="let item of getSortedStepEvents(block.data); let itemIdx = index; trackBy: trackStepEvent">
+                    <!-- Task Submission / Report Card (when item is report_task_status action or tool) -->
+                    <div class="step-android-action-card task-report-card"
+                         [class.is-completed]="getReportStatusValue(item.data) === 'completed' || getReportStatusValue(item.data) === 'success'"
+                         [class.is-failed]="getReportStatusValue(item.data) === 'failed'"
+                         [class.is-expanded]="isActionExpanded('action-' + block.id + '-' + itemIdx)"
+                         *ngIf="isReportStatusAction(item.data)">
+                      <div class="action-card-header" (click)="toggleActionExpanded('action-' + block.id + '-' + itemIdx, $event)">
+                        <span class="material-symbols-outlined action-icon report-icon" [class.is-failed]="getReportStatusValue(item.data) === 'failed'">
+                          {{ getReportStatusValue(item.data) === 'failed' ? 'cancel' : 'task_alt' }}
+                        </span>
+                        <span class="action-title">
+                          {{ getReportStatusValue(item.data) === 'failed' ? 'Task Execution Failed' : 'Task Completed' }}
+                        </span>
+                        <span class="action-status-badge" [class.is-failed]="getReportStatusValue(item.data) === 'failed'" [class.is-completed]="getReportStatusValue(item.data) !== 'failed'">
+                          <span class="material-symbols-outlined status-icon">
+                            {{ getReportStatusValue(item.data) === 'failed' ? 'error' : 'check_circle' }}
+                          </span>
+                          {{ getReportStatusValue(item.data) === 'failed' ? 'Failed' : 'Completed' }}
+                        </span>
+                        <span class="action-expand-icon material-symbols-outlined">
+                          {{ isActionExpanded('action-' + block.id + '-' + itemIdx) ? 'expand_less' : 'expand_more' }}
+                        </span>
+                      </div>
+
+                      <!-- Compact preview body (when collapsed, matches standard action card) -->
+                      <div class="action-card-body" *ngIf="!isActionExpanded('action-' + block.id + '-' + itemIdx) && getReportStatusExplanation(item.data)">
+                        <div class="action-detail-row">
+                          <span class="detail-label">Summary:</span>
+                          <span class="detail-value">"{{ getReportStatusExplanation(item.data) }}"</span>
+                        </div>
+                      </div>
+
+                      <!-- Detailed expanded view (when clicked, matches standard action card structure) -->
+                      <div class="action-card-expanded-details" *ngIf="isActionExpanded('action-' + block.id + '-' + itemIdx)" (click)="$event.stopPropagation()">
+                        <div class="expanded-grid">
+                          <div class="grid-item full-width" *ngIf="getReportStatusExplanation(item.data) as expText">
+                            <span class="grid-label">Report & Findings</span>
+                            <span class="grid-value report-markdown-body" [innerHTML]="renderMarkdown(expText)"></span>
+                          </div>
+                        </div>
+
+                        <!-- Final Verified Screenshot -->
+                        <div class="expanded-screenshots-container" *ngIf="getStepPreImageUrl(block.data, item.data) || getStepPostImageUrl(block.data, item.data)">
+                          <div class="screenshot-column" *ngIf="getStepPreImageUrl(block.data, item.data)">
+                            <span class="screenshot-label">Final Verified State</span>
+                            <div class="image-wrapper" (click)="openImageModal(getStepPreImageUrl(block.data, item.data)!, item.data, $event)">
+                              <div class="img-relative-box">
+                                <img [src]="getStepPreImageUrl(block.data, item.data)" alt="Final Screen Screenshot" />
+                              </div>
+                            </div>
+                          </div>
+                          <div class="screenshot-column" *ngIf="getStepPostImageUrl(block.data, item.data)">
+                            <span class="screenshot-label">Post Verification</span>
+                            <div class="image-wrapper" (click)="openImageModal(getStepPostImageUrl(block.data, item.data)!, null, $event)">
+                              <div class="img-relative-box">
+                                <img [src]="getStepPostImageUrl(block.data, item.data)" alt="Post Screenshot" />
+                              </div>
+                            </div>
+                          </div>
+                        </div>
+                      </div>
+                    </div>
+
                     <!-- Android Action Card (when item is an action) -->
                     <div class="step-android-action-card" 
                          [class.is-running]="isItemRunning(item, block)"
@@ -311,7 +426,7 @@
                         <span class="action-title">{{ getActionTitle(item.data) }}</span>
                         <span class="action-status-badge is-failed" *ngIf="isActionFailed(item.data, block.data)">
                           <span class="material-symbols-outlined status-icon">error</span>
-                          {{ getActionErrorMessage(item.data, block.data) }}
+                          Failed
                         </span>
                         <span class="action-expand-icon material-symbols-outlined">
                           {{ isActionExpanded('action-' + block.id + '-' + itemIdx) ? 'expand_less' : 'expand_more' }}
@@ -330,7 +445,7 @@
                         </div>
                         <div class="action-detail-row" *ngIf="getActionCoords(item.data)">
                           <span class="detail-label">Coordinates:</span>
-                          <span class="detail-value coordinate-badge">[{{ getActionCoords(item.data) }}]</span>
+                          <span class="detail-value coordinate-badge">{{ getActionCoords(item.data) }}</span>
                         </div>
                       </div>
 
@@ -347,7 +462,7 @@
                           </div>
                           <div class="grid-item" *ngIf="getActionCoords(item.data)">
                             <span class="grid-label">Coordinates</span>
-                            <span class="grid-value code-pill">[{{ getActionCoords(item.data) }}]</span>
+                            <span class="grid-value code-pill">{{ getActionCoords(item.data) }}</span>
                           </div>
                           <div class="grid-item" *ngIf="getActionBounds(item.data)">
                             <span class="grid-label">Target Bounds</span>
@@ -403,7 +518,7 @@
                       <div class="step-android-action-card tool-action-card is-failed" *ngIf="item.data.type === 'llm_call' && item.data.status === 'failed'">
                         <div class="action-card-header">
                           <span class="material-symbols-outlined action-icon is-failed">error</span>
-                          <span class="action-title">Gemini AI Failed</span>
+                          <span class="action-title">LLM Request Failed</span>
                           <span class="action-status-badge is-failed">
                             <span class="material-symbols-outlined status-icon">warning</span>
                             Failed
@@ -422,7 +537,7 @@
                            [class.is-running]="isItemRunning(item, block)"
                            [class.is-note-tool]="isNoteTool(item.data)"
                            [class.is-video-tool]="isVideoTool(item.data)"
-                           *ngIf="shouldShowTool(item.data, block.data) && !isFailureAnalyzerActionTool(item.data)">
+                           *ngIf="shouldShowTool(item.data, block.data) && !isDeviceActionTool(item.data)">
                         <div class="tool-call-label">
                           <span class="stream-status-dot" [class.streaming]="isItemRunning(item, block)"></span>
                           <div class="tool-call-text">
@@ -440,14 +555,14 @@
                               </span>
                             </ng-container>
 
-                            <!-- Video Analyzer Pill -->
+                            <!-- Video Tool Pill -->
                             <ng-container *ngIf="isVideoTool(item.data) && getVideoToolTarget(item.data) as videoTarget">
                               <span 
                                 class="tool-key-pill video-pill" 
                                 (click)="onVideoToolClick(item.data)"
                                 title="Click to open video player"
                               >
-                                <span class="material-symbols-outlined pill-icon">video_camera_back</span>
+                                <span class="material-symbols-outlined pill-icon">videocam</span>
                                 {{ videoTarget }}
                               </span>
                             </ng-container>
@@ -455,19 +570,20 @@
                         </div>
                       </div>
 
-                      <!-- Action Card format (ONLY for FailureAnalyzer non-note tools) -->
+                      <!-- Action Card format (For Device Actions & ADB Commands) -->
                       <div class="step-android-action-card tool-action-card" 
                            [class.is-running]="isItemRunning(item, block)"
                            [class.has-no-details]="isAdbCommandTool(item.data) ? !getAdbCommandLine(item.data) : (!getToolTargetText(item.data) && !getToolInputText(item.data) && !getToolCoords(item.data) && !getToolAnalysisText(item.data) && !getToolGenericDetails(item.data) && getToolExtraParams(item.data).length === 0)"
                            [class.is-failed]="isToolFailed(item.data)"
                            [class.is-expanded]="isActionExpanded('tool-' + block.id + '-' + itemIdx)"
-                           *ngIf="shouldShowTool(item.data, block.data) && isFailureAnalyzerActionTool(item.data)">
+                           *ngIf="shouldShowTool(item.data, block.data) && isDeviceActionTool(item.data)">
                         <div class="action-card-header" (click)="toggleActionExpanded('tool-' + block.id + '-' + itemIdx, $event)">
                           <span class="material-symbols-outlined action-icon" [class.is-failed]="isToolFailed(item.data)">{{ getToolIcon(item.data) }}</span>
                           <span class="action-title">{{ getToolTitle(item.data) }}</span>
+                          <span class="action-agent-badge" [class.is-outputter]="getToolAgentName(item.data) === 'Outputter'" *ngIf="getToolAgentName(item.data)">{{ getToolAgentName(item.data) }}</span>
                           <span class="action-status-badge is-failed" *ngIf="isToolFailed(item.data)">
                             <span class="material-symbols-outlined status-icon">error</span>
-                            {{ getToolErrorMessage(item.data) }}
+                            Failed
                           </span>
                           <span class="action-expand-icon material-symbols-outlined">
                             {{ isActionExpanded('tool-' + block.id + '-' + itemIdx) ? 'expand_less' : 'expand_more' }}
@@ -504,7 +620,7 @@
                             </div>
                             <div class="action-detail-row" *ngIf="getToolCoords(item.data)">
                               <span class="detail-label">Coordinates:</span>
-                              <span class="detail-value coordinate-badge">[{{ getToolCoords(item.data) }}]</span>
+                              <span class="detail-value coordinate-badge">{{ getToolCoords(item.data) }}</span>
                             </div>
                             <div class="action-detail-row" *ngIf="getToolAnalysisText(item.data)">
                               <span class="detail-label">Analysis:</span>
@@ -546,7 +662,7 @@
                               </div>
                               <div class="grid-item" *ngIf="getToolCoords(item.data)">
                                 <span class="grid-label">Coordinates</span>
-                                <span class="grid-value code-pill">[{{ getToolCoords(item.data) }}]</span>
+                                <span class="grid-value code-pill">{{ getToolCoords(item.data) }}</span>
                               </div>
                               <div class="grid-item" *ngIf="getToolAnalysisText(item.data)">
                                 <span class="grid-label">Analysis</span>
@@ -600,38 +716,60 @@
         </div>
       </div>
 
+      <!-- Outputter Post-Execution Synthesis Card (Rendered ONCE at the end of stream) -->
+      <div class="outputter-synthesis-stream-card" *ngIf="outputterReport() as outReport">
+        <div class="synthesis-card-header">
+          <div class="header-left">
+            <span class="material-symbols-outlined icon-sparkle">assignment_turned_in</span>
+            <span class="main-title">Task Report</span>
+          </div>
+          <div class="header-right">
+            <button type="button" class="btn-open-note" (click)="openOutputterNote($event)">
+              <span class="material-symbols-outlined">visibility</span>
+              <span>View in Notes</span>
+            </button>
+          </div>
+        </div>
+        <div class="synthesis-card-preview">
+          <div class="parsed-note-container" *ngIf="getParsedNote(outReport) as parsedOut">
+            <h3 class="parsed-note-title" *ngIf="parsedOut.title">{{ parsedOut.title }}</h3>
+            <div class="parsed-milestones" *ngIf="parsedOut.milestones.length > 0">
+              <div class="milestone-item" *ngFor="let m of parsedOut.milestones" [class]="'status-' + m.type">
+                <span class="material-symbols-outlined status-icon">
+                  {{ m.type === 'checked' ? 'check_circle' : (m.type === 'progress' ? 'pending' : 'radio_button_unchecked') }}
+                </span>
+                <span class="milestone-text">
+                  <ng-container *ngFor="let seg of m.segments">
+                    <strong *ngIf="seg.bold">{{ seg.text }}</strong>
+                    <code *ngIf="seg.code">{{ seg.text }}</code>
+                    <span *ngIf="!seg.bold && !seg.code">{{ seg.text }}</span>
+                  </ng-container>
+                </span>
+              </div>
+            </div>
+            <div class="parsed-other-lines" *ngIf="parsedOut.otherLines.length > 0">
+              <p class="other-line" *ngFor="let line of parsedOut.otherLines" [class]="'line-' + line.type">
+                <ng-container *ngFor="let seg of line.segments">
+                  <strong *ngIf="seg.bold">{{ seg.text }}</strong>
+                  <code *ngIf="seg.code">{{ seg.text }}</code>
+                  <span *ngIf="!seg.bold && !seg.code">{{ seg.text }}</span>
+                </ng-container>
+              </p>
+            </div>
+          </div>
+        </div>
+      </div>
+
       <!-- Planning Loader -->
       <div class="planning-loader-container" *ngIf="showPlanningLoader()">
         <div class="planning-loader">
           <span class="material-symbols-outlined spin-animation">progress_activity</span>
-          <span class="loader-text">Planning next steps...</span>
+          <span class="loader-text">{{ currentPlanningText() }}</span>
         </div>
       </div>
     </div>
   </main>
 
-  <!-- Floating Action Buttons for Task Execution (Icon-only) -->
-  <div class="fab-actions-container">
-    <button 
-      *ngIf="agentService.isPaused()"
-      class="fab-btn fab-resume-task" 
-      (click)="agentService.resumeTask()" 
-      title="Resume task"
-      aria-label="Resume Task"
-    >
-      <span class="material-symbols-outlined">play_arrow</span>
-    </button>
-    <button 
-      *ngIf="agentService.isRunningTask() && !agentService.isPaused()"
-      class="fab-btn fab-stop-task" 
-      (click)="agentService.stopTask()" 
-      title="Stop running task"
-      aria-label="Stop Task"
-    >
-      <span class="material-symbols-outlined">stop</span>
-    </button>
-  </div>
-
   <!-- Fullscreen Image Zoom Lightbox Modal -->
   <div class="image-modal-backdrop" *ngIf="selectedZoomImage()" (click)="closeImageModal($event)">
     <div class="image-modal-content" (click)="$event.stopPropagation()">
diff --git a/src/app/components/agent-stream/agent-stream.component.scss b/apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.scss
similarity index 79%
rename from src/app/components/agent-stream/agent-stream.component.scss
rename to apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.scss
index 80bb246..c598619 100644
--- a/src/app/components/agent-stream/agent-stream.component.scss
+++ b/apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.scss
@@ -1,3 +1,19 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 $border-color: rgba(0, 0, 0, 0.08);
 $text-primary: #1f1f1f;
 $text-secondary: #1f1f1f;
@@ -21,80 +37,20 @@ $uniform-gap: 8px;
   box-sizing: border-box;
   position: relative;
 
-  /* Floating Action Buttons Container */
-  .fab-actions-container {
-    position: absolute;
-    bottom: 20px;
-    right: 24px;
-    display: flex;
-    align-items: center;
-    gap: 10px;
-    z-index: 50;
 
-    .fab-btn {
-      width: 42px;
-      height: 42px;
-      border-radius: 50%;
-      color: #ffffff;
-      border: none;
-      display: flex;
-      align-items: center;
-      justify-content: center;
-      cursor: pointer;
-      z-index: 50;
-      transition: all 0.2s cubic-bezier(0.16, 1, 0.3, 1);
-      outline: none;
-
-      .material-symbols-outlined {
-        font-size: 22px;
-        color: #ffffff;
-        line-height: 1;
-      }
-
-      &.fab-stop-task {
-        background: #ef4444;
-        box-shadow: 0 4px 14px rgba(239, 68, 68, 0.4), 0 2px 6px rgba(0, 0, 0, 0.1);
-
-        &:hover {
-          background: #dc2626;
-          transform: translateY(-2px) scale(1.05);
-          box-shadow: 0 6px 20px rgba(239, 68, 68, 0.5), 0 3px 8px rgba(0, 0, 0, 0.15);
-        }
-
-        &:active {
-          transform: translateY(0) scale(0.96);
-          box-shadow: 0 2px 8px rgba(239, 68, 68, 0.3);
-        }
-      }
-
-      &.fab-resume-task {
-        background: #2563eb;
-        box-shadow: 0 4px 14px rgba(37, 99, 235, 0.4), 0 2px 6px rgba(0, 0, 0, 0.1);
-
-        &:hover {
-          background: #1d4ed8;
-          transform: translateY(-2px) scale(1.05);
-          box-shadow: 0 6px 20px rgba(37, 99, 235, 0.5), 0 3px 8px rgba(0, 0, 0, 0.15);
-        }
-
-        &:active {
-          transform: translateY(0) scale(0.96);
-          box-shadow: 0 2px 8px rgba(37, 99, 235, 0.3);
-        }
-      }
-    }
-  }
 
   /* Light VS Code / IDE Style Top Action Bar */
   /* Light VS Code / IDE Style Top Action Bar */
   .vscode-nav-header {
     position: relative;
-    height: 48px;
+    height: 60px;
     background: #ffffff;
     border-bottom: 1px solid rgba(0, 0, 0, 0.08);
     display: flex;
     align-items: center;
-    padding: 0 12px;
+    justify-content: flex-end;
+    padding: 0 16px;
+    box-sizing: border-box;
     user-select: none;
     box-shadow: none;
     z-index: 10;
@@ -105,13 +61,18 @@ $uniform-gap: 8px;
 
     .vscode-tab-container {
       display: flex;
-      background: #f1f5f9;
-      border-radius: 20px;
-      padding: 3px;
-      gap: 2px;
-      align-items: center;
+      height: 36px;
       box-sizing: border-box;
+      background: rgba(241, 245, 249, 0.72);
+      backdrop-filter: blur(16px) saturate(180%);
+      -webkit-backdrop-filter: blur(16px) saturate(180%);
+      border: 1px solid rgba(226, 232, 240, 0.85);
+      border-radius: 18px;
+      padding: 3px;
+      gap: 3px;
+      align-items: center;
       flex-shrink: 0;
+      box-shadow: 0 2px 8px -1px rgba(15, 23, 42, 0.04), inset 0 1px 1px rgba(255, 255, 255, 0.8);
     }
 
     .vscode-tab-btn {
@@ -119,20 +80,35 @@ $uniform-gap: 8px;
       align-items: center;
       justify-content: center;
       gap: 6px;
-      padding: 6px 14px;
+      height: 30px;
+      padding: 0 14px;
+      box-sizing: border-box;
       border: none;
       background: transparent;
-      border-radius: 16px;
-      font-size: 13.5px;
+      border-radius: 15px;
+      font-size: 13px;
       font-weight: 600;
       color: #64748b;
-      font-family: 'Google Sans', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+      font-family: 'Google Sans', 'Google Sans Text', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+      text-decoration: none;
       cursor: pointer;
       position: relative;
-      transition: all 0.2s ease;
+      line-height: 1;
+      transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
       outline: none;
       white-space: nowrap;
 
+      @media (max-width: 1150px) {
+        padding: 0 9px;
+        gap: 0;
+      }
+
+      .tab-label {
+        @media (max-width: 1150px) {
+          display: none !important;
+        }
+      }
+
       .tab-icon {
         font-size: 16px;
         color: inherit;
@@ -162,13 +138,14 @@ $uniform-gap: 8px;
       }
 
       &:hover:not(.active) {
-        color: #334155;
+        color: #0f172a;
+        background: rgba(255, 255, 255, 0.6);
       }
 
       &.active {
         background: #ffffff;
         color: #2563eb;
-        box-shadow: 0 1px 3px rgba(0, 0, 0, 0.08);
+        box-shadow: 0 2px 8px rgba(0, 0, 0, 0.06), 0 1px 2px rgba(0, 0, 0, 0.02);
 
         .tab-icon {
           color: #2563eb;
@@ -243,32 +220,46 @@ $uniform-gap: 8px;
     /* Floating Dropdown Popover Menu */
     .vscode-dropdown-menu {
       position: absolute;
-      top: 38px;
-      left: 8px;
+      top: 48px;
+      right: 12px;
+      left: auto;
       width: 360px;
-      max-width: calc(100vw - 16px);
+      max-width: calc(100vw - 24px);
       max-height: 480px;
       background: #ffffff;
       border: 1px solid #cbd5e1;
-      border-radius: 8px;
+      border-radius: 12px;
       box-shadow: 0 12px 32px rgba(0, 0, 0, 0.14), 0 4px 12px rgba(0, 0, 0, 0.05);
       z-index: 100;
       overflow-y: auto;
-      padding: 12px;
+      padding: 14px;
       display: flex;
       flex-direction: column;
       gap: 10px;
       animation: dropdownFadeIn 0.15s cubic-bezier(0.16, 1, 0.3, 1);
 
+      .popover-title-header {
+        display: flex;
+        align-items: center;
+        gap: 8px;
+        padding-bottom: 8px;
+        border-bottom: 1px solid #e2e8f0;
+        font-size: 14px;
+        font-weight: 700;
+        color: #0f172a;
+
+        .material-symbols-outlined {
+          font-size: 18px;
+          color: #2563eb;
+        }
+      }
+
       &.notes-dropdown {
-        left: 8px;
+        right: 12px;
+        left: auto;
         width: 380px;
         max-height: 520px;
 
-        @media (min-width: 420px) {
-          left: 125px;
-        }
-
         .notes-selector-container {
           display: flex;
           flex-direction: column;
@@ -394,6 +385,7 @@ $uniform-gap: 8px;
               display: flex;
               flex-direction: column;
               gap: 5px;
+              padding-left: 26px;
 
               .substep-row {
                 display: flex;
@@ -555,6 +547,17 @@ $uniform-gap: 8px;
           background: #f1f5f9;
           border-color: #cbd5e1;
           transform: translateY(-1px);
+
+          .item-header .item-header-actions {
+            &:has(.btn-delete-card) .item-time {
+              opacity: 0;
+            }
+
+            .btn-delete-card {
+              opacity: 1;
+              pointer-events: auto;
+            }
+          }
         }
 
         &.selected {
@@ -631,15 +634,61 @@ $uniform-gap: 8px;
                 background-color: #ef4444;
               }
             }
+            &.cancelled {
+              background: #fafafa;
+              color: #d97706;
+              border-color: #fef3c7;
+              &::before {
+                background-color: #f59e0b;
+              }
+            }
 
             .status-dot {
               display: none;
             }
           }
 
-          .item-time {
-            font-size: 11px;
-            color: #64748b;
+          .item-header-actions {
+            display: flex;
+            align-items: center;
+            position: relative;
+
+            .item-time {
+              font-size: 11px;
+              color: #64748b;
+              transition: opacity 0.15s ease;
+            }
+
+            .btn-delete-card {
+              position: absolute;
+              right: 0;
+              top: 50%;
+              transform: translateY(-50%);
+              width: 18px;
+              height: 18px;
+              padding: 0;
+              border: none;
+              background: transparent;
+              border-radius: 3px;
+              color: #94a3b8;
+              cursor: pointer;
+              display: inline-flex;
+              align-items: center;
+              justify-content: center;
+              opacity: 0;
+              pointer-events: none;
+              transition: all 0.15s ease;
+
+              .material-symbols-outlined {
+                font-size: 13px;
+                line-height: 1;
+              }
+
+              &:hover {
+                color: #ef4444;
+                background: #fee2e2;
+              }
+            }
           }
         }
 
@@ -731,8 +780,9 @@ $uniform-gap: 8px;
   /* Floating Top-Right Action Toolbar (Model Info + Screen Recording Button) */
   .stream-floating-toolbar {
     position: absolute;
-    top: 14px;
+    top: 12px;
     right: 20px;
+    height: 36px;
     display: inline-flex;
     align-items: center;
     gap: 8px;
@@ -740,7 +790,7 @@ $uniform-gap: 8px;
     pointer-events: auto;
 
     @media (max-width: 1150px) {
-      top: 56px;
+      top: 72px;
     }
 
     /* Model Info Chip: Informational Tag / Metadata (Not clickable) */
@@ -748,70 +798,43 @@ $uniform-gap: 8px;
       display: inline-flex;
       align-items: center;
       gap: 5px;
-      padding: 4px 10px;
-      background: rgba(248, 250, 252, 0.92);
-      backdrop-filter: blur(10px);
-      border: 1px solid #cbd5e1;
-      border-radius: 14px;
+      height: 30px;
+      padding: 0 11px;
+      box-sizing: border-box;
+      background: rgba(255, 255, 255, 0.72);
+      backdrop-filter: blur(16px) saturate(180%);
+      -webkit-backdrop-filter: blur(16px) saturate(180%);
+      border: 1px solid rgba(226, 232, 240, 0.85);
+      border-radius: 15px;
       cursor: default;
       user-select: none;
-      box-shadow: 0 1px 2px rgba(0, 0, 0, 0.04);
+      box-shadow: 0 2px 6px -1px rgba(15, 23, 42, 0.05), inset 0 1px 1px rgba(255, 255, 255, 0.9);
       font-family: 'Google Sans', 'Google Sans Text', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+      transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
 
       .model-icon {
         font-size: 15px;
+        width: 15px;
+        height: 15px;
+        display: inline-flex;
+        align-items: center;
+        justify-content: center;
         color: #64748b;
       }
 
       .model-label {
-        font-size: 11.5px;
+        font-size: 12px;
         font-weight: 500;
         color: #64748b;
+        line-height: 1;
       }
 
       .model-name {
         font-size: 12px;
         font-weight: 700;
-        color: #334155;
+        color: #1e293b;
         letter-spacing: 0.1px;
-      }
-
-      &.is-flash {
-        background: rgba(254, 243, 199, 0.85);
-        border-color: rgba(245, 158, 11, 0.4);
-        box-shadow: 0 1px 3px rgba(245, 158, 11, 0.08);
-
-        .model-icon {
-          color: #d97706;
-          font-variation-settings: 'FILL' 1;
-        }
-
-        .model-label {
-          color: #b45309;
-        }
-
-        .model-name {
-          color: #92400e;
-        }
-      }
-
-      &.is-pro {
-        background: rgba(243, 232, 255, 0.85);
-        border-color: rgba(168, 85, 247, 0.35);
-        box-shadow: 0 1px 3px rgba(168, 85, 247, 0.08);
-
-        .model-icon {
-          color: #9333ea;
-          font-variation-settings: 'FILL' 1;
-        }
-
-        .model-label {
-          color: #7e22ce;
-        }
-
-        .model-name {
-          color: #6b21a8;
-        }
+        line-height: 1;
       }
     }
 
@@ -819,13 +842,16 @@ $uniform-gap: 8px;
     .btn-screen-recording {
       display: inline-flex;
       align-items: center;
-      gap: 6px;
-      padding: 5px 13px;
-      background: rgba(255, 255, 255, 0.95);
-      backdrop-filter: blur(12px);
-      border: 1px solid #cbd5e1;
-      border-radius: 16px;
-      box-shadow: 0 1px 4px rgba(0, 0, 0, 0.06), 0 1px 2px rgba(0, 0, 0, 0.04);
+      gap: 5px;
+      height: 30px;
+      padding: 0 12px;
+      box-sizing: border-box;
+      background: rgba(255, 255, 255, 0.72);
+      backdrop-filter: blur(16px) saturate(180%);
+      -webkit-backdrop-filter: blur(16px) saturate(180%);
+      border: 1px solid rgba(226, 232, 240, 0.85);
+      border-radius: 15px;
+      box-shadow: 0 2px 6px -1px rgba(15, 23, 42, 0.05), inset 0 1px 1px rgba(255, 255, 255, 0.9);
       cursor: pointer;
       transition: all 0.2s cubic-bezier(0.16, 1, 0.3, 1);
       user-select: none;
@@ -833,42 +859,38 @@ $uniform-gap: 8px;
       font-family: 'Google Sans', 'Google Sans Text', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
 
       .video-icon {
-        font-size: 16px;
+        font-size: 15px;
+        width: 15px;
+        height: 15px;
+        display: inline-flex;
+        align-items: center;
+        justify-content: center;
         color: #64748b;
         transition: transform 0.2s ease, color 0.2s ease;
-
-        &.play-icon {
-          color: #0284c7;
-        }
       }
 
       .btn-text {
         font-size: 12px;
         font-weight: 600;
-        color: #0f172a;
+        color: #475569;
         letter-spacing: 0.1px;
+        line-height: 1;
+        transition: color 0.15s ease;
       }
 
       .video-pulse-dot {
-        width: 7px;
-        height: 7px;
+        width: 6px;
+        height: 6px;
         border-radius: 50%;
-
-        &.green {
-          background: #10b981;
-          box-shadow: 0 0 6px #10b981;
-        }
-
-        &.red {
-          background: #ef4444;
-          box-shadow: 0 0 6px #ef4444;
-          animation: pulseRed 1.5s infinite;
-        }
+        background: #ef4444;
+        box-shadow: 0 0 6px #ef4444;
+        animation: pulseRed 1.5s infinite;
       }
 
       &.recording {
-        background: #fef2f2;
-        border-color: #fca5a5;
+        background: rgba(254, 242, 242, 0.9);
+        border-color: rgba(248, 113, 113, 0.6);
+        box-shadow: 0 2px 6px -1px rgba(220, 38, 38, 0.15), inset 0 1px 1px rgba(255, 255, 255, 0.9);
 
         .video-icon {
           color: #dc2626;
@@ -879,44 +901,31 @@ $uniform-gap: 8px;
         }
       }
 
-      &.has-video {
-        background: #f0f9ff;
-        border-color: #7dd3fc;
+      &:hover:not(.active) {
+        background: rgba(255, 255, 255, 0.88);
+        border-color: rgba(203, 213, 225, 0.95);
+        box-shadow: 0 4px 12px -2px rgba(15, 23, 42, 0.08), inset 0 1px 1px rgba(255, 255, 255, 1);
+        color: #0f172a;
 
         .video-icon {
-          color: #0284c7;
+          color: #1a73e8;
+          transform: scale(1.08);
         }
 
         .btn-text {
-          color: #0369a1;
-        }
-      }
-
-      &:hover {
-        background: #f0f9ff;
-        border-color: #0284c7;
-        box-shadow: 0 3px 12px rgba(2, 132, 199, 0.18), 0 1px 3px rgba(0, 0, 0, 0.06);
-        transform: translateY(-1px);
-
-        .video-icon {
-          transform: scale(1.1);
-          color: #0284c7;
-        }
-
-        .btn-text {
-          color: #0369a1;
+          color: #0f172a;
         }
       }
 
       &:active {
         transform: translateY(0);
-        box-shadow: 0 1px 3px rgba(2, 132, 199, 0.15);
+        box-shadow: 0 1px 3px rgba(15, 23, 42, 0.08);
       }
 
       &.active {
-        background: #0284c7;
-        border-color: #0284c7;
-        box-shadow: 0 3px 12px rgba(2, 132, 199, 0.3);
+        background: rgba(26, 115, 232, 0.95);
+        border-color: rgba(26, 115, 232, 0.95);
+        box-shadow: 0 2px 8px rgba(26, 115, 232, 0.35);
 
         .video-icon, .btn-text {
           color: #ffffff;
@@ -933,11 +942,58 @@ $uniform-gap: 8px;
   .stream-logs-content {
     flex: 1;
     overflow-y: auto;
-    padding: 16px;
+    padding: 72px 24px 100px 24px;
     position: relative;
     display: flex;
     flex-direction: column;
 
+    .floating-model-badge {
+      position: sticky;
+      top: 0px;
+      float: right;
+      margin-top: -2px;
+      margin-right: 4px;
+      display: inline-flex;
+      align-items: center;
+      gap: 4px;
+      padding: 3px 9px;
+      background: rgba(255, 255, 255, 0.92);
+      backdrop-filter: blur(12px);
+      border: 1px solid rgba(99, 102, 241, 0.2);
+      border-radius: 12px;
+      box-shadow: 0 1px 4px rgba(99, 102, 241, 0.08), 0 1px 2px rgba(0, 0, 0, 0.04);
+      z-index: 35;
+      cursor: default;
+      transition: all 0.2s ease;
+      user-select: none;
+
+      &:hover {
+        background: rgba(255, 255, 255, 1);
+        border-color: rgba(99, 102, 241, 0.4);
+        box-shadow: 0 2px 8px rgba(99, 102, 241, 0.15);
+        transform: translateY(-1px);
+
+        .model-icon {
+          color: #4f46e5;
+          transform: rotate(15deg) scale(1.05);
+        }
+      }
+
+      .model-icon {
+        font-size: 13px;
+        color: #6366f1;
+        transition: all 0.3s ease;
+      }
+
+      .model-name {
+        font-size: 11px;
+        font-weight: 600;
+        color: #334155;
+        letter-spacing: normal;
+        font-family: 'Google Sans', 'Google Sans Text', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif;
+      }
+    }
+
     &::-webkit-scrollbar {
       width: 6px;
     }
@@ -1018,34 +1074,37 @@ $uniform-gap: 8px;
 
       .planning-loader-container {
         display: flex;
-        justify-content: flex-start;
-        margin-top: 8px;
-        margin-bottom: 8px;
-        padding-left: 0;
+        align-items: center;
+        margin-top: 10px;
+        margin-bottom: 10px;
+        padding-left: 2px;
 
         .planning-loader {
           display: inline-flex;
           align-items: center;
-          gap: 6px;
-          background: #eff6ff;
-          border: 1px solid #bfdbfe;
-          border-radius: 16px;
-          padding: 4px 10px;
-          font-size: 11.5px;
+          gap: 8px;
+          color: #475569;
+          font-size: 13px;
           font-weight: 500;
-          color: #1d4ed8;
-          box-shadow: 0 1px 3px rgba(37, 99, 235, 0.08);
+          user-select: none;
 
           .spin-animation {
-            font-size: 14px;
-            animation: spin-loader 1.2s linear infinite;
-            color: #1d4ed8;
+            font-size: 16px;
+            width: 16px;
+            height: 16px;
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            animation: spin-loader 1s linear infinite;
+            color: #2563eb;
+            flex-shrink: 0;
           }
 
           .loader-text {
-            color: #1d4ed8;
-            font-size: 11.5px;
-            font-weight: 600;
+            color: #475569;
+            font-size: 13px;
+            font-weight: 500;
+            line-height: 1.4;
           }
         }
       }
@@ -1167,6 +1226,7 @@ $uniform-gap: 8px;
                   );
                   background-size: 200% 100%;
                   -webkit-background-clip: text;
+                  background-clip: text;
                   -webkit-text-fill-color: transparent;
                   animation: subtle-color-flow 2.8s linear infinite;
                   font-weight: 500;
@@ -1460,14 +1520,71 @@ $uniform-gap: 8px;
                 margin: 4px 0;
               }
 
-              h1, h2, h3, h4, h5, h6 {
-                font-size: 12.5px;
+              h1 {
+                font-size: 14px;
+                font-weight: 700;
+                color: #0f172a;
+                margin-top: 12px;
+                margin-bottom: 6px;
+              }
+
+              h2 {
+                font-size: 13.5px;
+                font-weight: 700;
+                color: #0f172a;
+                margin-top: 10px;
+                margin-bottom: 5px;
+              }
+
+              h3 {
+                font-size: 13px;
                 font-weight: 600;
-                color: #1f1f1f;
+                color: #1e293b;
                 margin-top: 8px;
                 margin-bottom: 4px;
               }
 
+              h4, h5, h6 {
+                font-size: 12.5px;
+                font-weight: 600;
+                color: #334155;
+                margin-top: 6px;
+                margin-bottom: 3px;
+              }
+
+              em {
+                font-style: italic;
+                color: inherit;
+              }
+
+              blockquote {
+                margin: 6px 0;
+                padding: 4px 10px;
+                border-left: 3px solid #cbd5e1;
+                color: #475569;
+                background: rgba(241, 245, 249, 0.5);
+                border-radius: 0 4px 4px 0;
+              }
+
+              .code-block {
+                margin: 6px 0;
+                padding: 8px 12px;
+                background: #f8fafc;
+                border: 1px solid #e2e8f0;
+                border-radius: 6px;
+                overflow-x: auto;
+                font-family: 'Fira Code', 'Roboto Mono', Consolas, monospace;
+                font-size: 11.5px;
+                line-height: 1.5;
+                color: #1e293b;
+              }
+
+              .md-hr {
+                border: none;
+                border-top: 1px solid #e2e8f0;
+                margin: 10px 0;
+              }
+
               .inline-code {
                 font-family: 'Fira Code', 'Roboto Mono', Consolas, monospace;
                 font-size: 11px;
@@ -1606,6 +1723,7 @@ $uniform-gap: 8px;
                 );
                 background-size: 200% 100%;
                 -webkit-background-clip: text;
+                background-clip: text;
                 -webkit-text-fill-color: transparent;
                 animation: subtle-color-flow 2.8s linear infinite;
                 font-weight: 500;
@@ -1817,6 +1935,7 @@ $uniform-gap: 8px;
                     );
                     background-size: 200% 100%;
                     -webkit-background-clip: text;
+                    background-clip: text;
                     -webkit-text-fill-color: transparent;
                     animation: subtle-color-flow 2.8s linear infinite;
                     font-weight: 500;
@@ -2016,6 +2135,7 @@ $uniform-gap: 8px;
                     );
                     background-size: 200% 100%;
                     -webkit-background-clip: text;
+                    background-clip: text;
                     -webkit-text-fill-color: transparent;
                     animation: subtle-color-flow 2.8s linear infinite;
                   }
@@ -2043,18 +2163,98 @@ $uniform-gap: 8px;
                  }
                }
 
-               &.is-failed {
-                 background: #fff5f5;
-                 border-color: #fca5a5;
+                &.is-failed {
+                  background: #f8fafc;
+                  border-color: #fca5a5;
 
-                 &:hover {
-                   border-color: #f87171;
-                 }
+                  &:hover {
+                    border-color: #f87171;
+                  }
 
-                 &.is-expanded {
-                   background: #fff8f8;
-                 }
-               }
+                  &.is-expanded {
+                    background: #ffffff;
+                    border-color: #f87171;
+                  }
+                }
+
+               &.task-report-card {
+                  background: #f0fdf4;
+                  border: 1px solid #bbf7d0;
+
+                  &.is-completed {
+                    background: #f0fdf4;
+                    border-color: #86efac;
+
+                    .report-icon {
+                      color: #16a34a;
+                      font-variation-settings: 'FILL' 1;
+                    }
+
+                    .action-title {
+                      color: #14532d;
+                      font-weight: 700;
+                    }
+
+                    .action-status-badge.is-completed {
+                      background: #dcfce7;
+                      color: #15803d;
+                      border: 1px solid #bbf7d0;
+                    }
+                  }
+
+                  &.is-failed {
+                    background: #fef2f2;
+                    border-color: #fecaca;
+
+                    .report-icon {
+                      color: #dc2626;
+                      font-variation-settings: 'FILL' 1;
+                    }
+
+                    .action-title {
+                      color: #7f1d1d;
+                      font-weight: 700;
+                    }
+
+                    .action-status-badge.is-failed {
+                      background: #fee2e2;
+                      color: #b91c1c;
+                      border: 1px solid #fca5a5;
+                    }
+                  }
+
+                  .report-markdown-body {
+                    font-size: 12px;
+                    line-height: 1.5;
+                    color: #1f2937;
+                    font-weight: 400;
+                    user-select: text;
+                    word-break: break-word;
+
+                    p {
+                      margin: 3px 0;
+                    }
+
+                    strong {
+                      font-weight: 600;
+                      color: #0f172a;
+                    }
+
+                    ul, ol {
+                      margin: 3px 0;
+                      padding-left: 18px;
+                    }
+
+                    code {
+                      font-family: 'Fira Code', monospace;
+                      background: #e2e8f0;
+                      color: #1f2937;
+                      padding: 1px 4px;
+                      border-radius: 4px;
+                      font-size: 11px;
+                    }
+                  }
+                }
 
                &.has-no-details {
                  padding: 8px 12px;
@@ -2079,7 +2279,7 @@ $uniform-gap: 8px;
                    color: #64748b;
 
                    &.is-failed {
-                     color: #dc2626;
+                     color: #ef4444;
                    }
                  }
 
@@ -2091,27 +2291,50 @@ $uniform-gap: 8px;
                    flex-grow: 1;
                  }
 
+                 .action-agent-badge {
+                   display: inline-flex;
+                   align-items: center;
+                   font-size: 10px;
+                   font-weight: 600;
+                   padding: 1px 6px;
+                   border-radius: 4px;
+                   background: #f0fdf4;
+                   color: #166534;
+                   border: 1px solid #bbf7d0;
+                   letter-spacing: 0.2px;
+                   margin-right: 6px;
+                   white-space: nowrap;
+
+                   &.is-outputter {
+                     background: linear-gradient(135deg, rgba(245, 243, 255, 0.95) 0%, rgba(238, 242, 255, 0.95) 100%);
+                     color: #6d28d9;
+                     border-color: #c4b5fd;
+                   }
+                 }
+
                  .action-status-badge {
                    display: inline-flex;
                    align-items: center;
                    gap: 3px;
                    font-size: 11px;
                    font-weight: 600;
-                   padding: 2px 6px;
+                   padding: 1px 6px;
                    border-radius: 4px;
                    margin-left: auto;
-                   max-width: 140px;
                    white-space: nowrap;
-                   overflow: hidden;
-                   text-overflow: ellipsis;
 
                    .status-icon {
                      font-size: 13px;
                    }
 
                    &.is-failed {
-                     background: #fee2e2;
-                     color: #991b1b;
+                     background: #fef2f2;
+                     color: #dc2626;
+                     border: 1px solid #fee2e2;
+
+                     .status-icon {
+                       color: #ef4444;
+                     }
                    }
                  }
 
@@ -2253,13 +2476,16 @@ $uniform-gap: 8px;
 
                   .expanded-screenshots-container {
                     display: flex;
-                    flex-wrap: wrap;
+                    flex-direction: row;
+                    flex-wrap: nowrap;
                     gap: 12px;
                     margin-top: 4px;
                     justify-content: flex-start;
+                    width: 100%;
 
                     .screenshot-column {
-                      flex: 1 1 180px;
+                      flex: 1 1 0;
+                      min-width: 0;
                       max-width: 320px;
                       display: flex;
                       flex-direction: column;
@@ -2273,6 +2499,7 @@ $uniform-gap: 8px;
                         color: #64748b;
                         letter-spacing: normal;
                         text-transform: none;
+                        
                       }
 
                       .image-wrapper {
@@ -2662,5 +2889,146 @@ $uniform-gap: 8px;
   }
 }
 
+/* Outputter Post-Execution Synthesis Card */
+.outputter-synthesis-stream-card {
+  margin: 16px 0 12px 0;
+  border-radius: 12px;
+  border: 1px solid rgba(196, 181, 253, 0.85);
+  background: linear-gradient(135deg, rgba(245, 243, 255, 0.95) 0%, rgba(250, 245, 255, 0.98) 100%);
+  box-shadow: 0 4px 16px rgba(124, 58, 237, 0.08), 0 1px 3px rgba(0, 0, 0, 0.03);
+  overflow: hidden;
+  animation: fadeInModal 0.25s ease-out;
+
+  .synthesis-card-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 12px 16px;
+    background: rgba(237, 233, 254, 0.6);
+    border-bottom: 1px solid rgba(196, 181, 253, 0.7);
+    gap: 12px;
+    flex-wrap: wrap;
+
+    .header-left {
+      display: flex;
+      align-items: center;
+      gap: 10px;
+
+      .icon-sparkle {
+        font-size: 22px;
+        color: #7c3aed;
+      }
+
+      .main-title {
+        font-size: 14px;
+        font-weight: 700;
+        color: #4338ca;
+      }
+    }
+
+    .header-right {
+      .btn-open-note {
+        display: inline-flex;
+        align-items: center;
+        gap: 5px;
+        padding: 5px 12px;
+        background: linear-gradient(135deg, #6366f1 0%, #7c3aed 100%);
+        color: #ffffff;
+        border: none;
+        border-radius: 8px;
+        font-size: 12px;
+        font-weight: 600;
+        cursor: pointer;
+        transition: all 0.15s ease;
+        box-shadow: 0 2px 6px rgba(99, 102, 241, 0.25);
+
+        .material-symbols-outlined {
+          font-size: 15px;
+        }
+
+        &:hover {
+          background: linear-gradient(135deg, #4f46e5 0%, #6d28d9 100%);
+          box-shadow: 0 4px 10px rgba(99, 102, 241, 0.35);
+          transform: translateY(-1px);
+        }
+      }
+    }
+  }
+
+  .synthesis-card-preview {
+    padding: 14px 16px;
+
+    .parsed-note-container {
+      display: flex;
+      flex-direction: column;
+      gap: 10px;
+
+      .parsed-note-title {
+        font-size: 14px;
+        font-weight: 700;
+        color: #1e1b4b;
+        margin: 0;
+      }
+
+      .parsed-milestones {
+        display: flex;
+        flex-direction: column;
+        gap: 6px;
+
+        .milestone-item {
+          display: flex;
+          align-items: flex-start;
+          gap: 8px;
+          font-size: 12.5px;
+          line-height: 1.45;
+          color: #374151;
+
+          .status-icon {
+            font-size: 16px;
+            color: #7c3aed;
+            margin-top: 1px;
+            flex-shrink: 0;
+          }
+
+          &.status-checked .status-icon {
+            color: #10b981;
+          }
+
+          &.status-progress .status-icon {
+            color: #f59e0b;
+          }
+        }
+      }
+
+      .parsed-other-lines {
+        display: flex;
+        flex-direction: column;
+        gap: 4px;
+
+        .other-line {
+          margin: 0;
+          font-size: 12.5px;
+          line-height: 1.5;
+          color: #4b5563;
+
+          strong {
+            color: #1e1b4b;
+          }
+
+          code {
+            font-family: 'JetBrains Mono', monospace;
+            background: rgba(255, 255, 255, 0.9);
+            border: 1px solid #e5e7eb;
+            padding: 1px 4px;
+            border-radius: 4px;
+            color: #6d28d9;
+            font-size: 11.5px;
+          }
+        }
+      }
+    }
+  }
+}
+
 
 
diff --git a/src/app/components/agent-stream/agent-stream.component.ts b/apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.ts
similarity index 79%
rename from src/app/components/agent-stream/agent-stream.component.ts
rename to apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.ts
index 3c3d134..1cc042f 100644
--- a/src/app/components/agent-stream/agent-stream.component.ts
+++ b/apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.ts
@@ -14,15 +14,35 @@
  * limitations under the License.
  */
 
-import { Component, signal, computed, effect, inject, untracked } from '@angular/core';
+import { Component, signal, computed, effect, inject, untracked, DestroyRef, AfterViewInit } from '@angular/core';
 import { CommonModule } from '@angular/common';
 import { FormsModule } from '@angular/forms';
+import { RouterLink } from '@angular/router';
 import { HttpClient } from '@angular/common/http';
 import { AgentService } from '../../services/agent.service';
 import { Session } from '../../core/models/session.model';
 import { MarkdownSegment, MarkdownLine, NoteMilestone, ParsedNote } from '../../core/models/markdown.model';
 import { StepBlock, PhaseBlock, StepEvent, ActionParam, CheckerResult } from '../../core/models/stream.model';
 
+export const PLANNING_LOADER_PHRASES: string[] = [
+  'Planning next step...',
+  'Analyzing screen coordinates...',
+  'Consulting neural network...',
+  'Formulating tactical action plan...',
+  'Deciphering UI state & elements...',
+  'Synthesizing decision pathways...',
+  'Calibrating next move...',
+  'Aligning logical vectors...',
+  'Evaluating optimal sub-goals...',
+  'Gathering sensory inputs...',
+  'Computing next interaction...',
+  'Optimizing execution strategy...',
+  'Simulating probable outcomes...',
+  'Summoning AI intuition...',
+  'Brewing the next command...',
+  'Strategizing tactical moves...'
+];
+
 import {
   parseNote,
   parseNoteLines,
@@ -46,7 +66,10 @@ import {
   getActionErrorMessage,
   extractActionExtraParams,
   getStepPreImageUrl,
-  getStepPostImageUrl
+  getStepPostImageUrl,
+  isReportStatusAction,
+  getReportStatusValue,
+  getReportStatusExplanation
 } from '../../utils/action-formatter.util';
 
 import {
@@ -54,7 +77,9 @@ import {
   isNoteTool,
   isVideoTool,
   getVideoToolTarget,
+  isDeviceActionTool,
   isFailureAnalyzerActionTool,
+  getToolAgentName,
   shouldShowTool,
   getUniqueGenericTools,
   getToolKey,
@@ -100,9 +125,19 @@ export type { MarkdownSegment, MarkdownLine, NoteMilestone, ParsedNote };
   templateUrl: './agent-stream.component.html',
   styleUrl: './agent-stream.component.scss'
 })
-export class AgentStreamComponent {
+export class AgentStreamComponent implements AfterViewInit {
   public agentService = inject(AgentService);
   private http = inject(HttpClient);
+  private destroyRef = inject(DestroyRef);
+
+  // Auto-scroll state tracking
+  public isUserAtBottom = true;
+  private resizeObserver: ResizeObserver | null = null;
+
+  // Dynamic Planning Loader Game-style Phrases
+  public currentPlanningText = signal<string>(PLANNING_LOADER_PHRASES[0]);
+  private planningIntervalId: any = null;
+  private currentPhraseIndex = 0;
 
   // Top Nav Dropdown States
   public isTaskDropdownOpen = signal<boolean>(false);
@@ -120,8 +155,9 @@ export class AgentStreamComponent {
   public typedTextsSignal = signal<Record<string, string>>({});
   private typingTimers = new Map<string, any>();
 
-  // Set to track expanded state of action cards
+  // Set to track expanded and collapsed state of action cards
   public expandedActionCards = signal<Set<string>>(new Set<string>());
+  public collapsedActionCards = signal<Set<string>>(new Set<string>());
 
   // Performance caches for parameter and event extractions
   private actionParamsCache = new WeakMap<any, ActionParam[]>();
@@ -146,7 +182,7 @@ export class AgentStreamComponent {
   public historyTasks = computed(() => {
     return this.agentService.sessions().filter((s) => {
       const status = this.getTaskStatus(s);
-      return status === 'completed' || status === 'failed';
+      return status === 'completed' || status === 'failed' || status === 'cancelled';
     });
   });
 
@@ -161,6 +197,12 @@ export class AgentStreamComponent {
     return Object.keys(this.agentService.currentNotes()).filter(key => key.toLowerCase().endsWith('.md'));
   });
 
+
+  public outputterReport = computed(() => {
+    const notes = this.agentService.currentNotes();
+    return notes['output.md'] || null;
+  });
+
   public parsedNote = computed<ParsedNote>(() => {
     return this.getParsedNote(this.currentNoteContent());
   });
@@ -230,12 +272,8 @@ export class AgentStreamComponent {
 
       setTimeout(() => {
         const container = document.querySelector('.stream-logs-content');
-        if (container) {
-          const threshold = 150;
-          const isNearBottom = container.scrollHeight - container.scrollTop - container.clientHeight <= threshold;
-          if (isNearBottom) {
-            container.scrollTop = container.scrollHeight;
-          }
+        if (container && this.isUserAtBottom) {
+          container.scrollTop = container.scrollHeight;
         }
       }, 50);
     });
@@ -316,6 +354,7 @@ export class AgentStreamComponent {
         this.typedTextsSignal.set({});
         this.scheduledCollapses.clear();
         this.collapsedStreams.set(new Set<string>());
+        this.isUserAtBottom = true;
         
         setTimeout(() => {
           const container = document.querySelector('.stream-logs-content');
@@ -325,6 +364,58 @@ export class AgentStreamComponent {
         }, 100);
       });
     });
+
+    // Periodically rotate loading text like game loading screen hints
+    effect(() => {
+      const isLoading = this.showPlanningLoader();
+      if (isLoading) {
+        if (!this.planningIntervalId) {
+          this.currentPhraseIndex = Math.floor(Math.random() * PLANNING_LOADER_PHRASES.length);
+          this.currentPlanningText.set(PLANNING_LOADER_PHRASES[this.currentPhraseIndex]);
+
+          this.planningIntervalId = setInterval(() => {
+            this.currentPhraseIndex = (this.currentPhraseIndex + 1) % PLANNING_LOADER_PHRASES.length;
+            this.currentPlanningText.set(PLANNING_LOADER_PHRASES[this.currentPhraseIndex]);
+          }, 2800);
+        }
+      } else {
+        if (this.planningIntervalId) {
+          clearInterval(this.planningIntervalId);
+          this.planningIntervalId = null;
+        }
+      }
+    });
+
+    this.destroyRef.onDestroy(() => {
+      if (this.planningIntervalId) {
+        clearInterval(this.planningIntervalId);
+        this.planningIntervalId = null;
+      }
+      if (this.resizeObserver) {
+        this.resizeObserver.disconnect();
+        this.resizeObserver = null;
+      }
+    });
+  }
+
+  public ngAfterViewInit(): void {
+    const container = document.querySelector('.stream-logs-content');
+    if (container && typeof ResizeObserver !== 'undefined') {
+      this.resizeObserver = new ResizeObserver(() => {
+        if (this.isUserAtBottom) {
+          container.scrollTop = container.scrollHeight;
+        }
+      });
+      this.resizeObserver.observe(container);
+    }
+  }
+
+  public onStreamScroll(event: Event): void {
+    const container = event.target as HTMLElement;
+    if (!container) return;
+    const threshold = 150;
+    const distanceToBottom = container.scrollHeight - container.scrollTop - container.clientHeight;
+    this.isUserAtBottom = distanceToBottom <= threshold;
   }
 
   // Top Nav Action Methods
@@ -338,24 +429,31 @@ export class AgentStreamComponent {
 
   public toggleNotesDropdown(event: Event): void {
     event.stopPropagation();
-    this.isNotesDropdownOpen.update(v => !v);
+    this.isNotesDropdownOpen.update((v) => !v);
     if (this.isNotesDropdownOpen()) {
       this.isTaskDropdownOpen.set(false);
     }
   }
 
+  public openOutputterNote(event?: Event): void {
+    if (event) event.stopPropagation();
+    this.agentService.selectedNoteKey.set('output.md');
+    this.isNotesDropdownOpen.set(true);
+    this.isTaskDropdownOpen.set(false);
+  }
+
   public closeAllDropdowns(): void {
     this.isTaskDropdownOpen.set(false);
     this.isNotesDropdownOpen.set(false);
   }
 
-  public getTaskStatus(session: Session): 'running' | 'completed' | 'pending' | 'failed' {
-    if (session.session_id === this.agentService.runningSessionId()) {
+  public getTaskStatus(session: Session): 'running' | 'completed' | 'pending' | 'failed' | 'cancelled' {
+    if (session.session_id === this.agentService.runningSessionId() && this.agentService.agentStatus() === 'running') {
       return 'running';
     }
     if (session.status) {
       const s = session.status.toLowerCase();
-      if (s === 'running' || s === 'completed' || s === 'pending' || s === 'failed') {
+      if (s === 'running' || s === 'completed' || s === 'pending' || s === 'failed' || s === 'cancelled') {
         return s as any;
       }
     }
@@ -364,10 +462,22 @@ export class AgentStreamComponent {
 
   public selectTask(sessionId: string, event?: Event): void {
     if (event) event.stopPropagation();
-    this.agentService.selectSession(sessionId);
+    this.agentService.selectSession(sessionId, true);
     this.isTaskDropdownOpen.set(false);
   }
 
+  public deleteTask(sessionId: string, event?: Event): void {
+    if (event) event.stopPropagation();
+    if (!confirm(`Are you sure you want to delete this task? This cannot be undone.`)) {
+      return;
+    }
+    this.agentService.deleteSession(sessionId).subscribe({
+      error: (err) => {
+        console.error(`Failed to delete session ${sessionId}:`, err);
+      }
+    });
+  }
+
   public selectNote(key: string, event?: Event): void {
     if (event) event.stopPropagation();
     this.agentService.selectedNoteKey.set(key);
@@ -499,23 +609,40 @@ export class AgentStreamComponent {
     return getActionErrorMessage(action, stepData);
   }
 
-  public isActionExpanded(cardId: string): boolean {
-    return this.expandedActionCards().has(cardId);
+  public isActionExpanded(cardId: string, defaultExpanded: boolean = false): boolean {
+    if (this.collapsedActionCards().has(cardId)) return false;
+    if (this.expandedActionCards().has(cardId)) return true;
+    return defaultExpanded;
   }
 
-  public toggleActionExpanded(cardId: string, event?: Event): void {
+  public toggleActionExpanded(cardId: string, event?: Event, defaultExpanded: boolean = false): void {
     if (event) {
       event.stopPropagation();
     }
-    this.expandedActionCards.update(set => {
-      const newSet = new Set(set);
-      if (newSet.has(cardId)) {
+    const isCurrentlyExpanded = this.isActionExpanded(cardId, defaultExpanded);
+    if (isCurrentlyExpanded) {
+      this.expandedActionCards.update(set => {
+        const newSet = new Set(set);
         newSet.delete(cardId);
-      } else {
+        return newSet;
+      });
+      this.collapsedActionCards.update(set => {
+        const newSet = new Set(set);
         newSet.add(cardId);
-      }
-      return newSet;
-    });
+        return newSet;
+      });
+    } else {
+      this.collapsedActionCards.update(set => {
+        const newSet = new Set(set);
+        newSet.delete(cardId);
+        return newSet;
+      });
+      this.expandedActionCards.update(set => {
+        const newSet = new Set(set);
+        newSet.add(cardId);
+        return newSet;
+      });
+    }
   }
 
   public getActionBounds(action: any): string {
@@ -629,8 +756,16 @@ export class AgentStreamComponent {
     }
   }
 
+  public isDeviceActionTool(tool: any): boolean {
+    return isDeviceActionTool(tool);
+  }
+
   public isFailureAnalyzerActionTool(tool: any): boolean {
-    return isFailureAnalyzerActionTool(tool);
+    return isDeviceActionTool(tool);
+  }
+
+  public getToolAgentName(tool: any): string | null {
+    return getToolAgentName(tool);
   }
 
   public shouldShowTool(tool: any, stepData?: any): boolean {
@@ -662,11 +797,23 @@ export class AgentStreamComponent {
     if (!block) return false;
     const hasNative = Boolean(this.getNativeThinking(block));
     const hasRaw = Boolean(this.getRawThinking(block));
-    const hasVisibleTools = Boolean(block.data?.generic_tools) && block.data.generic_tools.some((t: any) => this.shouldShowTool(t, block.data) || (t.type === 'llm_call' && t.status === 'failed'));
-    const hasAndroidActions = Boolean(block.data?.action_taken) && this.isAndroidAction(block.data.action_taken);
+    const hasVisibleTools = Boolean(block.data?.generic_tools) && block.data.generic_tools.some((t: any) => this.shouldShowTool(t, block.data) || (t.type === 'llm_call' && t.status === 'failed') || this.isReportStatusAction(t));
+    const hasAndroidActions = Boolean(block.data?.action_taken) && (this.isAndroidAction(block.data.action_taken) || this.isReportStatusAction(block.data.action_taken));
     return hasNative || hasRaw || hasVisibleTools || hasAndroidActions;
   }
 
+  public isReportStatusAction(action: any): boolean {
+    return isReportStatusAction(action);
+  }
+
+  public getReportStatusValue(action: any): string {
+    return getReportStatusValue(action);
+  }
+
+  public getReportStatusExplanation(action: any): string {
+    return getReportStatusExplanation(action);
+  }
+
   public isHumanThinking(text: string | null): boolean {
     return isHumanThinking(text);
   }
@@ -779,7 +926,7 @@ export class AgentStreamComponent {
     const selectElement = event.target as HTMLSelectElement;
     const sessionId = selectElement.value;
     if (sessionId) {
-      this.agentService.selectSession(sessionId);
+      this.agentService.selectSession(sessionId, true);
     }
   }
 
@@ -927,20 +1074,19 @@ export class AgentStreamComponent {
 
   public isItemRunning(item: any, block: any): boolean {
     if (!item || !item.data) return false;
+    if (!this.isCurrentSessionActive()) return false;
+    if (item.data.status === 'success' || item.data.status === 'failed' || item.data.status === 'cancelled') return false;
+    if (this.isReportStatusAction(item.data) || this.isReportStatusAction(item.data?.action_taken)) return false;
     if (item.data.status === 'running') return true;
-    if (item.data.status === 'success' || item.data.status === 'failed') return false;
-    if (item.data.action === 'report_task_status' || item.data?.action_taken?.action === 'report_task_status') return false;
 
     // Check if session is currently running and this is the active trailing item
-    if (this.isCurrentSessionActive()) {
-      const blocks = this.consolidatedBlocks();
-      const lastBlock = blocks.length > 0 ? blocks[blocks.length - 1] : null;
-      if (lastBlock && (lastBlock.id === block?.id || !block?.data?.isCompleted)) {
-        const events = this.getSortedStepEvents(block.data);
-        const lastEvent = events.length > 0 ? events[events.length - 1] : null;
-        if (lastEvent && (lastEvent.data?.trace_id === item.data?.trace_id || lastEvent === item)) {
-          return true;
-        }
+    const blocks = this.consolidatedBlocks();
+    const lastBlock = blocks.length > 0 ? blocks[blocks.length - 1] : null;
+    if (lastBlock && (lastBlock.id === block?.id || !block?.data?.isCompleted)) {
+      const events = this.getSortedStepEvents(block.data);
+      const lastEvent = events.length > 0 ? events[events.length - 1] : null;
+      if (lastEvent && (lastEvent.data?.trace_id === item.data?.trace_id || lastEvent === item)) {
+        return true;
       }
     }
     return false;
@@ -948,13 +1094,11 @@ export class AgentStreamComponent {
 
   public isBlockRunning(block: any): boolean {
     if (!block || !block.data) return false;
-    if (block.data.action_taken?.action === 'report_task_status' || block.data?.status === 'completed' || block.data?.status === 'failed') return false;
-    if (block.data.isCompleted === false && this.isCurrentSessionActive()) return true;
-    if (this.isCurrentSessionActive()) {
-      const blocks = this.consolidatedBlocks();
-      const lastBlock = blocks.length > 0 ? blocks[blocks.length - 1] : null;
-      return lastBlock?.id === block.id;
-    }
-    return false;
+    if (!this.isCurrentSessionActive()) return false;
+    if (this.isReportStatusAction(block.data.action_taken) || block.data?.status === 'completed' || block.data?.status === 'failed' || block.data?.status === 'cancelled') return false;
+    if (block.data.isCompleted === false) return true;
+    const blocks = this.consolidatedBlocks();
+    const lastBlock = blocks.length > 0 ? blocks[blocks.length - 1] : null;
+    return lastBlock?.id === block.id;
   }
 }
diff --git a/src/app/components/chat-interface/chat-interface.component.html b/apps/showcase_ui/src/app/components/chat-interface/chat-interface.component.html
similarity index 85%
rename from src/app/components/chat-interface/chat-interface.component.html
rename to apps/showcase_ui/src/app/components/chat-interface/chat-interface.component.html
index 434e9f1..9f1535d 100644
--- a/src/app/components/chat-interface/chat-interface.component.html
+++ b/apps/showcase_ui/src/app/components/chat-interface/chat-interface.component.html
@@ -17,8 +17,6 @@
 <div class="chat-interface-container">
   <!-- Task Queue & History Header -->
   <header class="chat-header">
-    <div class="header-left"></div>
-
     <!-- Tab Selector Header inside row -->
     <div class="tab-selector-bar">
       <button 
@@ -78,7 +76,20 @@
             <span class="status-dot" *ngIf="getTaskStatus(session) === 'running'"></span>
             {{ getTaskStatus(session) | uppercase }}
           </span>
-          <span class="task-time">{{ session.start_time * 1000 | date:'shortTime' }}</span>
+          <div class="task-card-header-actions">
+            <span class="task-time">{{ session.start_time * 1000 | date:'shortTime' }}</span>
+            <button 
+              *ngIf="getTaskStatus(session) !== 'running'"
+              type="button"
+              class="btn-delete-card" 
+              (click)="deleteTask(session.session_id, $event)" 
+              title="Delete this task"
+              aria-label="Delete this task"
+              [disabled]="isSubmitting"
+            >
+              <span class="material-symbols-outlined">delete</span>
+            </button>
+          </div>
         </div>
 
         <div class="task-goal" title="{{ session.initial_goal }}">
@@ -114,7 +125,20 @@
                 <span class="status-dot" *ngIf="getTaskStatus(session) === 'running'"></span>
                 {{ getTaskStatus(session) | uppercase }}
               </span>
-              <span class="task-time">{{ session.start_time * 1000 | date:'shortTime' }}</span>
+              <div class="task-card-header-actions">
+                <span class="task-time">{{ session.start_time * 1000 | date:'shortTime' }}</span>
+                <button 
+                  *ngIf="getTaskStatus(session) !== 'running'"
+                  type="button"
+                  class="btn-delete-card" 
+                  (click)="deleteTask(session.session_id, $event)" 
+                  title="Delete this task"
+                  aria-label="Delete this task"
+                  [disabled]="isSubmitting"
+                >
+                  <span class="material-symbols-outlined">delete</span>
+                </button>
+              </div>
             </div>
 
             <div class="task-goal" title="{{ session.initial_goal }}">
@@ -237,48 +261,5 @@
       </div>
     </ng-container>
   </main>
-
-  <!-- Task Submission Area (Only shown in Tasks tab) - Temporarily disabled/hidden
-  <footer class="chat-input-panel" *ngIf="agentService.activeTab() === 'tasks'">
-    <div class="error-banner" *ngIf="errorMessage">
-      <span class="material-symbols-outlined error-icon">warning</span> {{ errorMessage }}
-    </div>
-
-    <div class="input-row">
-      <textarea 
-        [(ngModel)]="taskInput" 
-        (keydown.enter)="$event.preventDefault(); submitTask()" 
-        placeholder="Enter goal (e.g. add contact name Jerry)..." 
-        class="chat-input"
-        rows="1"
-        [disabled]="isSubmitting"
-      ></textarea>
-      <button 
-        *ngIf="agentService.agentStatus() === 'running' || activeQueue().length > 0"
-        (click)="stopTasks(false)" 
-        [disabled]="isSubmitting"
-        class="btn-stop"
-        [title]="activeQueue().length > 1 ? 'Stop currently running task only' : 'Stop currently running task'"
-      >
-        {{ activeQueue().length > 1 ? 'Stop Current' : 'Stop' }}
-      </button>
-      <button 
-        *ngIf="activeQueue().length > 1"
-        (click)="stopTasks(true)" 
-        [disabled]="isSubmitting"
-        class="btn-stop-secondary"
-        title="Stop currently running task and clear queue"
-      >
-        Stop All
-      </button>
-      <button 
-        (click)="submitTask()" 
-        [disabled]="isSubmitting || !taskInput.trim()" 
-        class="btn-send"
-      >
-        {{ isSubmitting ? '...' : 'Run' }}
-      </button>
-    </div>
-  </footer>
-  -->
 </div>
+
diff --git a/src/app/components/chat-interface/chat-interface.component.scss b/apps/showcase_ui/src/app/components/chat-interface/chat-interface.component.scss
similarity index 79%
rename from src/app/components/chat-interface/chat-interface.component.scss
rename to apps/showcase_ui/src/app/components/chat-interface/chat-interface.component.scss
index 6a6e542..a8f06b3 100644
--- a/src/app/components/chat-interface/chat-interface.component.scss
+++ b/apps/showcase_ui/src/app/components/chat-interface/chat-interface.component.scss
@@ -46,36 +46,59 @@ $text-muted: #a1a1aa;
     background: #ffffff;
     box-sizing: border-box;
 
-    .header-left {
+    .tab-selector-bar {
       display: flex;
+      height: 36px;
+      box-sizing: border-box;
+      background: rgba(241, 245, 249, 0.72);
+      backdrop-filter: blur(16px) saturate(180%);
+      -webkit-backdrop-filter: blur(16px) saturate(180%);
+      border: 1px solid rgba(226, 232, 240, 0.85);
+      border-radius: 18px;
+      padding: 3px;
+      gap: 3px;
       align-items: center;
-      gap: 12px;
-      flex: 1 1 0;
-      min-width: 0;
+      flex-shrink: 0;
+      box-shadow: 0 2px 8px -1px rgba(15, 23, 42, 0.04), inset 0 1px 1px rgba(255, 255, 255, 0.8);
 
-      .avatar {
-        width: 32px;
-        height: 32px;
-        background: #f3f4f6;
-        border-radius: 50%;
-        display: flex;
+      .tab-selector-btn {
+        display: inline-flex;
         align-items: center;
         justify-content: center;
-        box-shadow: 0 2px 4px rgba(0,0,0,0.03);
+        gap: 6px;
+        height: 30px;
+        padding: 0 14px;
+        box-sizing: border-box;
+        border: none;
+        background: transparent;
+        border-radius: 15px;
+        font-size: 13px;
+        font-weight: 600;
+        color: #64748b;
+        cursor: pointer;
+        line-height: 1;
+        transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+        white-space: nowrap;
 
-        .material-symbols-outlined {
-          font-size: 18px;
-          color: #4b5563;
-        }
-      }
-
-      .chat-title {
-        h3 {
-          margin: 0;
+        .tab-icon {
           font-size: 16px;
+          width: 16px;
+          height: 16px;
+          display: inline-flex;
+          align-items: center;
+          justify-content: center;
+        }
+
+        &:hover:not(.active) {
+          color: #0f172a;
+          background: rgba(255, 255, 255, 0.7);
+        }
+
+        &.active {
+          background: #ffffff;
+          color: #2563eb;
           font-weight: 700;
-          color: $text-primary;
-          white-space: nowrap;
+          box-shadow: 0 2px 6px rgba(0, 0, 0, 0.06), 0 1px 2px rgba(0, 0, 0, 0.02);
         }
       }
     }
@@ -89,20 +112,22 @@ $text-muted: #a1a1aa;
       flex-shrink: 0;
 
       .btn-resume-task {
-        padding: 6px 12px;
-        background: #2563eb;
-        border: 1px solid #2563eb;
+        padding: 6px 14px;
+        background: linear-gradient(135deg, rgba(37, 99, 235, 0.92), rgba(26, 115, 232, 0.85));
+        backdrop-filter: blur(14px) saturate(180%);
+        -webkit-backdrop-filter: blur(14px) saturate(180%);
+        border: 1px solid rgba(255, 255, 255, 0.35);
         border-radius: 16px;
-        font-size: 14px;
+        font-size: 13.5px;
         font-weight: 600;
         color: #ffffff;
         cursor: pointer;
         display: flex;
         align-items: center;
-        gap: 4px;
-        transition: all 0.2s;
+        gap: 5px;
+        transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
         margin-right: 8px;
-        box-shadow: 0 2px 4px rgba(37, 99, 235, 0.2);
+        box-shadow: 0 4px 14px rgba(37, 99, 235, 0.3), inset 0 1px 1px rgba(255, 255, 255, 0.45);
 
         .material-symbols-outlined {
           font-size: 16px;
@@ -110,9 +135,14 @@ $text-muted: #a1a1aa;
         }
 
         &:hover {
-          background: #1d4ed8;
-          border-color: #1d4ed8;
-          box-shadow: 0 4px 8px rgba(37, 99, 235, 0.3);
+          background: linear-gradient(135deg, rgba(37, 99, 235, 1), rgba(26, 115, 232, 0.95));
+          border-color: rgba(255, 255, 255, 0.6);
+          box-shadow: 0 6px 18px rgba(37, 99, 235, 0.42), inset 0 1px 1px rgba(255, 255, 255, 0.6);
+          transform: translateY(-0.5px);
+        }
+
+        &:active {
+          transform: scale(0.97);
         }
       }
 
@@ -120,18 +150,22 @@ $text-muted: #a1a1aa;
         width: 32px;
         height: 32px;
         padding: 0;
-        background: transparent;
-        border: 1px solid #cbd5e1;
+        box-sizing: border-box;
+        background: rgba(255, 255, 255, 0.72);
+        backdrop-filter: blur(16px) saturate(180%);
+        -webkit-backdrop-filter: blur(16px) saturate(180%);
+        border: 1px solid rgba(203, 213, 225, 0.85);
         border-radius: 50%;
         color: #64748b;
         cursor: pointer;
         display: flex;
         align-items: center;
         justify-content: center;
-        transition: all 0.2s ease;
+        box-shadow: 0 2px 6px -1px rgba(15, 23, 42, 0.04), inset 0 1px 1px rgba(255, 255, 255, 0.9);
+        transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
 
         .material-symbols-outlined {
-          font-size: 18px;
+          font-size: 16px;
           color: inherit;
         }
 
@@ -139,6 +173,7 @@ $text-muted: #a1a1aa;
           background: #fef2f2;
           color: #ef4444;
           border-color: #fca5a5;
+          box-shadow: 0 3px 10px rgba(239, 68, 68, 0.15);
           transform: scale(1.05);
         }
 
@@ -153,7 +188,7 @@ $text-muted: #a1a1aa;
   .chat-messages {
     flex: 1;
     overflow-y: auto;
-    padding: 12px;
+    padding: 12px 12px 100px 12px;
     display: flex;
     flex-direction: column;
     gap: 8px;
@@ -259,6 +294,17 @@ $text-muted: #a1a1aa;
         transform: translateY(-1px);
         border-color: rgba(203, 213, 225, 1);
         box-shadow: 0 3px 8px rgba(148, 163, 184, 0.08);
+
+        .task-card-header .task-card-header-actions {
+          &:has(.btn-delete-card) .task-time {
+            opacity: 0;
+          }
+
+          .btn-delete-card {
+            opacity: 1;
+            pointer-events: auto;
+          }
+        }
       }
 
       &.selected {
@@ -336,15 +382,66 @@ $text-muted: #a1a1aa;
               background-color: #ef4444;
             }
           }
+          &.cancelled {
+            background: #fafafa;
+            color: #d97706;
+            border-color: #fef3c7;
+            &::before {
+              background-color: #f59e0b;
+            }
+          }
 
           .status-dot {
             display: none;
           }
         }
 
-        .task-time {
-          font-size: 11.5px;
-          color: #94a3b8;
+        .task-card-header-actions {
+          display: flex;
+          align-items: center;
+          position: relative;
+
+          .task-time {
+            font-size: 11.5px;
+            color: #94a3b8;
+            transition: opacity 0.15s ease;
+          }
+
+          .btn-delete-card {
+            position: absolute;
+            right: 0;
+            top: 50%;
+            transform: translateY(-50%);
+            width: 20px;
+            height: 20px;
+            padding: 0;
+            border: none;
+            background: transparent;
+            border-radius: 4px;
+            color: #94a3b8;
+            cursor: pointer;
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            opacity: 0;
+            pointer-events: none;
+            transition: all 0.15s ease;
+
+            .material-symbols-outlined {
+              font-size: 14px;
+              line-height: 1;
+            }
+
+            &:hover:not(:disabled) {
+              color: #ef4444;
+              background: #fee2e2;
+            }
+
+            &:disabled {
+              opacity: 0.3;
+              cursor: not-allowed;
+            }
+          }
         }
       }
 
@@ -396,192 +493,8 @@ $text-muted: #a1a1aa;
     }
   }
 
-  .chat-input-panel {
-    display: flex;
-    flex-direction: column;
-    gap: 8px;
-    padding: 16px;
-    border-top: 1px solid $border-color;
-    background: #ffffff;
 
-    .error-banner {
-      background: #fef2f2;
-      border: 1px solid #fca5a5;
-      color: #991b1b;
-      font-size: 12px;
-      padding: 8px 12px;
-      border-radius: 8px;
-      line-height: 1.4;
-      animation: bannerSlideIn 0.2s ease-out;
-      display: flex;
-      align-items: center;
-      gap: 6px;
 
-      .error-icon {
-        font-size: 16px;
-        color: #991b1b;
-      }
-    }
-
-    .input-row {
-      display: flex;
-      align-items: center;
-      gap: 10px;
-      width: 100%;
-
-      .chat-input {
-        flex: 1;
-        border: 1px solid #e2e8f0;
-        border-radius: 12px;
-        padding: 10px 14px;
-        font-size: 13.5px;
-        line-height: 1.4;
-        outline: none;
-        resize: none;
-        box-sizing: border-box;
-        max-height: 80px;
-        font-family: inherit;
-        color: #0f172a;
-        transition: all 0.2s;
-
-        &:focus {
-          border-color: #3b82f6;
-          box-shadow: 0 0 0 2px rgba(59, 130, 246, 0.1);
-        }
-
-        &:disabled {
-          background: #f8fafc;
-          color: #94a3b8;
-          cursor: not-allowed;
-        }
-      }
-
-      .btn-stop {
-        padding: 10px 16px;
-        background: #ef4444;
-        border: none;
-        border-radius: 12px;
-        font-size: 17px;
-        font-weight: 600;
-        color: #ffffff;
-        cursor: pointer;
-        transition: background 0.2s, transform 0.1s;
-        min-width: 65px;
-
-        &:hover:not(:disabled) {
-          background: #dc2626;
-        }
-
-        &:active:not(:disabled) {
-          transform: scale(0.97);
-        }
-
-        &:disabled {
-          background: #fca5a5;
-          color: #ffffff;
-          cursor: not-allowed;
-        }
-      }
-
-      .btn-stop-secondary {
-        padding: 10px 16px;
-        background: transparent;
-        border: 1.5px solid #ef4444;
-        border-radius: 12px;
-        font-size: 17px;
-        font-weight: 600;
-        color: #ef4444;
-        cursor: pointer;
-        transition: background 0.2s, transform 0.1s;
-        min-width: 65px;
-
-        &:hover:not(:disabled) {
-          background: #fef2f2;
-        }
-
-        &:active:not(:disabled) {
-          transform: scale(0.97);
-        }
-
-        &:disabled {
-          border-color: #fca5a5;
-          color: #fca5a5;
-          cursor: not-allowed;
-        }
-      }
-
-      .btn-send {
-        padding: 10px 16px;
-        background: #0f172a;
-        border: none;
-        border-radius: 12px;
-        font-size: 17px;
-        font-weight: 600;
-        color: #ffffff;
-        cursor: pointer;
-        transition: background 0.2s, transform 0.1s;
-        min-width: 60px;
-
-        &:hover:not(:disabled) {
-          background: #1e293b;
-        }
-
-        &:active:not(:disabled) {
-          transform: scale(0.97);
-        }
-
-        &:disabled {
-          background: #e2e8f0;
-          color: #94a3b8;
-          cursor: not-allowed;
-          box-shadow: none;
-        }
-      }
-    }
-  }
-
-  // Tab selector bar inline capsule format inside header
-  .tab-selector-bar {
-    display: flex;
-    background: #f1f5f9;
-    border-radius: 20px;
-    padding: 3px;
-    gap: 2px;
-    align-items: center;
-    box-sizing: border-box;
-    flex-shrink: 0;
-
-    .tab-selector-btn {
-      display: inline-flex;
-      align-items: center;
-      justify-content: center;
-      gap: 6px;
-      padding: 6px 14px;
-      border: none;
-      background: transparent;
-      border-radius: 16px;
-      font-size: 13.5px;
-      font-weight: 600;
-      color: #64748b;
-      cursor: pointer;
-      transition: all 0.2s ease;
-      white-space: nowrap;
-
-      .tab-icon {
-        font-size: 16px;
-      }
-
-      &:hover {
-        color: #334155;
-      }
-
-      &.active {
-        background: #ffffff;
-        color: #2563eb;
-        box-shadow: 0 1px 3px rgba(0, 0, 0, 0.08);
-      }
-    }
-  }
 
   // Notes tab content
   .notes-tab-content {
@@ -795,6 +708,7 @@ $text-muted: #a1a1aa;
           display: flex;
           flex-direction: column;
           gap: 10px;
+          padding-left: 28px;
 
           .substep-row {
             display: flex;
diff --git a/src/app/components/chat-interface/chat-interface.component.ts b/apps/showcase_ui/src/app/components/chat-interface/chat-interface.component.ts
similarity index 80%
rename from src/app/components/chat-interface/chat-interface.component.ts
rename to apps/showcase_ui/src/app/components/chat-interface/chat-interface.component.ts
index 592b529..72e7ebc 100644
--- a/src/app/components/chat-interface/chat-interface.component.ts
+++ b/apps/showcase_ui/src/app/components/chat-interface/chat-interface.component.ts
@@ -58,12 +58,12 @@ export class ChatInterfaceComponent {
   });
 
   /**
-   * Filtered computed list of historical/completed tasks (completed or failed)
+   * Filtered computed list of historical/completed tasks (completed, failed, or cancelled)
    */
   public historyTasks = computed(() => {
     return this.agentService.sessions().filter((s) => {
       const status = this.getTaskStatus(s);
-      return status === 'completed' || status === 'failed';
+      return status === 'completed' || status === 'failed' || status === 'cancelled';
     });
   });
 
@@ -79,6 +79,7 @@ export class ChatInterfaceComponent {
     this.isSubmitting = true;
     this.errorMessage = null;
 
+    this.agentService.clearUserPinnedSession();
     this.http.post<any>('/api/run', { goal }).subscribe({
       next: (res) => {
         this.taskInput = '';
@@ -86,7 +87,13 @@ export class ChatInterfaceComponent {
         if (res && res.tasks && res.tasks.length > 0) {
           const firstTask = res.tasks[0];
           if (firstTask && firstTask.session_id) {
-            this.agentService.selectSession(firstTask.session_id);
+            // Only auto-select immediately if no task is currently executing/running
+            const isCurrentlyRunning =
+              this.agentService.agentStatus() === 'running' ||
+              this.agentService.sessions().some((s) => s.status === 'running');
+            if (!isCurrentlyRunning) {
+              this.agentService.selectSession(firstTask.session_id, false);
+            }
           }
         }
         // Fetch status to refresh sessions list and select new session
@@ -110,18 +117,10 @@ export class ChatInterfaceComponent {
   public stopTasks(stopAll: boolean = false): void {
     this.isSubmitting = true;
     this.errorMessage = null;
-    this.http.post<any>(`/api/stop?all=${stopAll}`, {}).subscribe({
-      next: () => {
-        this.isSubmitting = false;
-        // Refresh status and sessions list
-        this.agentService.fetchStatus();
-      },
-      error: (err) => {
-        console.error('Failed to stop tasks:', err);
-        this.isSubmitting = false;
-        this.errorMessage = err.error?.detail || 'Failed to stop tasks.';
-      }
-    });
+    this.agentService.stopTask(stopAll);
+    setTimeout(() => {
+      this.isSubmitting = false;
+    }, 400);
   }
 
   /**
@@ -133,16 +132,11 @@ export class ChatInterfaceComponent {
     }
     this.isSubmitting = true;
     this.errorMessage = null;
-    this.http.post<any>('/api/cleanup', {}).subscribe({
+    this.agentService.clearAllHistory().subscribe({
       next: () => {
         this.isSubmitting = false;
-        // Reset current session selection
-        this.agentService.selectSession('');
-        // Refresh status and sessions
-        this.agentService.fetchStatus();
-        this.agentService.fetchSessions();
       },
-      error: (err) => {
+      error: (err: any) => {
         console.error('Failed to clear history:', err);
         this.isSubmitting = false;
         this.errorMessage = err.error?.detail || 'Failed to clear history.';
@@ -150,20 +144,41 @@ export class ChatInterfaceComponent {
     });
   }
 
+  /**
+   * Delete an individual task / session
+   */
+  public deleteTask(sessionId: string, event: MouseEvent): void {
+    event.stopPropagation();
+    if (!confirm(`Are you sure you want to delete this task? This cannot be undone.`)) {
+      return;
+    }
+    this.isSubmitting = true;
+    this.errorMessage = null;
+    this.agentService.deleteSession(sessionId).subscribe({
+      next: () => {
+        this.isSubmitting = false;
+      },
+      error: (err: any) => {
+        console.error(`Failed to delete task ${sessionId}:`, err);
+        this.isSubmitting = false;
+        this.errorMessage = err.error?.detail || 'Failed to delete task.';
+      }
+    });
+  }
+
   /**
    * Determine the current task execution status
    */
-  public getTaskStatus(session: Session): 'running' | 'completed' | 'pending' | 'failed' {
-    if (session.session_id === this.agentService.runningSessionId()) {
+  public getTaskStatus(session: Session): 'running' | 'completed' | 'pending' | 'failed' | 'cancelled' {
+    if (session.session_id === this.agentService.runningSessionId() && this.agentService.agentStatus() === 'running') {
       return 'running';
     }
     if (session.status) {
       const s = session.status.toLowerCase();
-      if (s === 'running' || s === 'completed' || s === 'pending' || s === 'failed') {
+      if (s === 'running' || s === 'completed' || s === 'pending' || s === 'failed' || s === 'cancelled') {
         return s as any;
       }
     }
-    // Fallback: If it's a historical session and not currently running, it's completed
     return 'completed';
   }
 
@@ -171,7 +186,7 @@ export class ChatInterfaceComponent {
    * Select a session in the UI to monitor its steps
    */
   public selectTask(sessionId: string): void {
-    this.agentService.selectSession(sessionId);
+    this.agentService.selectSession(sessionId, true);
   }
 
   // Notes Computed Properties
diff --git a/src/app/components/floating-video-player/floating-video-player.component.html b/apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.html
similarity index 100%
rename from src/app/components/floating-video-player/floating-video-player.component.html
rename to apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.html
diff --git a/src/app/components/floating-video-player/floating-video-player.component.scss b/apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.scss
similarity index 76%
rename from src/app/components/floating-video-player/floating-video-player.component.scss
rename to apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.scss
index 85f6f79..bd15f33 100644
--- a/src/app/components/floating-video-player/floating-video-player.component.scss
+++ b/apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.scss
@@ -31,10 +31,12 @@
   position: fixed;
   width: 360px;
   max-width: calc(100vw - 32px);
-  background: #ffffff;
-  border: 1px solid #cbd5e1;
-  border-radius: 12px;
-  box-shadow: 0 16px 40px -8px rgba(15, 23, 42, 0.22), 0 0 0 1px rgba(0, 0, 0, 0.05);
+  background: rgba(255, 255, 255, 0.84);
+  backdrop-filter: blur(24px) saturate(180%);
+  -webkit-backdrop-filter: blur(24px) saturate(180%);
+  border: 1px solid rgba(255, 255, 255, 0.85);
+  border-radius: 16px;
+  box-shadow: 0 20px 50px -10px rgba(15, 23, 42, 0.22), 0 0 0 1px rgba(226, 232, 240, 0.6), inset 0 1px 1px rgba(255, 255, 255, 0.9);
   z-index: 1050;
   overflow: hidden;
   display: flex;
@@ -77,8 +79,9 @@
   /* --- Window Header (Draggable Handle) --- */
   .window-header {
     height: 44px;
-    background: #ffffff;
-    border-bottom: 1px solid #e2e8f0;
+    background: rgba(255, 255, 255, 0.75);
+    backdrop-filter: blur(16px);
+    border-bottom: 1px solid rgba(226, 232, 240, 0.75);
     display: flex;
     align-items: center;
     justify-content: space-between;
@@ -117,10 +120,11 @@
       .mode-switcher-group {
         display: flex;
         align-items: center;
-        background: #f1f5f9;
-        border: 1px solid #cbd5e1;
-        border-radius: 6px;
-        padding: 1.5px;
+        background: rgba(241, 245, 249, 0.65);
+        backdrop-filter: blur(12px);
+        border: 1px solid rgba(226, 232, 240, 0.8);
+        border-radius: 8px;
+        padding: 2px;
         margin-left: 4px;
         flex-shrink: 0;
 
@@ -131,7 +135,7 @@
           font-size: 10px;
           font-weight: 700;
           padding: 2px 7px;
-          border-radius: 4px;
+          border-radius: 6px;
           cursor: pointer;
           transition: all 0.15s ease;
           display: flex;
@@ -148,7 +152,7 @@
 
           &:hover:not(:disabled) {
             color: #0f172a;
-            background: #e2e8f0;
+            background: rgba(255, 255, 255, 0.6);
           }
 
           &.active {
@@ -172,12 +176,15 @@
       gap: 4px;
       flex-shrink: 0;
 
-        .speed-pill-group {
+      .speed-pill-group {
         display: flex;
         align-items: center;
-        background: #e2e8f0;
-        border: 1px solid #cbd5e1;
-        border-radius: 6px;
+        background: rgba(241, 245, 249, 0.65);
+        backdrop-filter: blur(12px);
+        border: 1px solid rgba(226, 232, 240, 0.8);
+        border-radius: 8px;
+        padding: 2px;
+        margin-right: 4px;
         padding: 2px;
         margin-right: 4px;
 
@@ -207,8 +214,10 @@
       }
 
       .header-btn {
-        background: #f1f5f9;
-        border: 1px solid #cbd5e1;
+        background: rgba(241, 245, 249, 0.75);
+        backdrop-filter: blur(12px);
+        -webkit-backdrop-filter: blur(12px);
+        border: 1px solid rgba(226, 232, 240, 0.85);
         color: #1e293b;
         cursor: pointer;
         display: flex;
@@ -216,19 +225,27 @@
         justify-content: center;
         width: 28px;
         height: 28px;
-        border-radius: 6px;
-        transition: all 0.15s ease;
+        border-radius: 7px;
+        box-shadow: 0 1px 3px rgba(15, 23, 42, 0.04), inset 0 1px 1px rgba(255, 255, 255, 0.8);
+        transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
 
         &:hover {
-          background: #e2e8f0;
+          background: rgba(255, 255, 255, 0.95);
           color: #0f172a;
-          border-color: #94a3b8;
+          border-color: rgba(203, 213, 225, 0.95);
+          transform: translateY(-0.5px);
+          box-shadow: 0 2px 6px rgba(15, 23, 42, 0.08);
         }
 
         &.close-btn:hover {
-          background: #fee2e2;
+          background: rgba(254, 226, 226, 0.95);
           color: #dc2626;
-          border-color: #fca5a5;
+          border-color: rgba(252, 165, 165, 0.9);
+          box-shadow: 0 2px 6px rgba(220, 38, 38, 0.15);
+        }
+
+        &:active {
+          transform: scale(0.96);
         }
 
         .material-symbols-outlined {
@@ -375,14 +392,16 @@
     }
 
     .video-controls-footer {
-      background: #ffffff;
-      border-top: 1px solid #f1f5f9;
+      background: rgba(255, 255, 255, 0.84);
+      backdrop-filter: blur(20px) saturate(180%);
+      -webkit-backdrop-filter: blur(20px) saturate(180%);
+      border-top: 1px solid rgba(226, 232, 240, 0.75);
       padding: 12px 14px;
       display: flex;
       flex-direction: column;
       gap: 10px;
       flex-shrink: 0;
-      box-shadow: 0 -2px 8px rgba(0, 0, 0, 0.04);
+      box-shadow: 0 -4px 16px rgba(15, 23, 42, 0.04), inset 0 1px 1px rgba(255, 255, 255, 0.9);
 
       .scrubber-bar-container {
         position: relative;
@@ -408,7 +427,7 @@
           left: 0;
           right: 0;
           height: 5px;
-          background: #e2e8f0;
+          background: rgba(226, 232, 240, 0.85);
           border-radius: 3px;
         }
 
@@ -416,10 +435,10 @@
           position: absolute;
           left: 0;
           height: 5px;
-          background: #0284c7;
+          background: linear-gradient(90deg, #0284c7, #2563eb);
           border-radius: 3px;
           pointer-events: none;
-          box-shadow: 0 0 6px rgba(2, 132, 199, 0.4);
+          box-shadow: 0 0 8px rgba(2, 132, 199, 0.4);
         }
       }
 
@@ -435,43 +454,59 @@
         }
 
         .ctrl-btn {
-          background: #f8fafc;
-          border: 1px solid #cbd5e1;
+          background: rgba(241, 245, 249, 0.75);
+          backdrop-filter: blur(12px);
+          -webkit-backdrop-filter: blur(12px);
+          border: 1px solid rgba(226, 232, 240, 0.85);
+          box-shadow: 0 1px 3px rgba(15, 23, 42, 0.04), inset 0 1px 1px rgba(255, 255, 255, 0.85);
           color: #0f172a;
           width: 32px;
           height: 32px;
-          border-radius: 6px;
+          border-radius: 8px;
           display: flex;
           align-items: center;
           justify-content: center;
           cursor: pointer;
-          transition: all 0.15s ease;
+          transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
 
           &:hover {
-            background: #e2e8f0;
-            border-color: #94a3b8;
-            color: #0f172a;
-            transform: scale(1.05);
+            background: rgba(255, 255, 255, 0.95);
+            border-color: rgba(191, 219, 254, 0.9);
+            color: #0284c7;
+            transform: translateY(-0.5px);
+            box-shadow: 0 3px 8px rgba(15, 23, 42, 0.08);
+          }
+
+          &:active {
+            transform: scale(0.96);
           }
 
           &.active {
             color: #0284c7;
-            background: #e0f2fe;
-            border-color: #38bdf8;
+            background: rgba(224, 242, 254, 0.85);
+            border-color: rgba(56, 189, 248, 0.8);
+            box-shadow: 0 2px 6px rgba(2, 132, 199, 0.15);
           }
 
           &.play-btn {
-            background: #0284c7;
-            border: 1px solid #0284c7;
+            background: linear-gradient(135deg, rgba(2, 132, 199, 0.92), rgba(37, 99, 235, 0.88));
+            backdrop-filter: blur(14px) saturate(180%);
+            -webkit-backdrop-filter: blur(14px) saturate(180%);
+            border: 1px solid rgba(255, 255, 255, 0.35);
             color: #ffffff;
             width: 36px;
             height: 36px;
             border-radius: 50%;
-            box-shadow: 0 2px 8px rgba(2, 132, 199, 0.35);
+            box-shadow: 0 4px 14px rgba(2, 132, 199, 0.35), inset 0 1px 1px rgba(255, 255, 255, 0.5);
 
             &:hover {
-              background: #0369a1;
-              box-shadow: 0 3px 12px rgba(2, 132, 199, 0.5);
+              background: linear-gradient(135deg, rgba(2, 132, 199, 1), rgba(37, 99, 235, 0.95));
+              box-shadow: 0 6px 18px rgba(2, 132, 199, 0.45), inset 0 1px 1px rgba(255, 255, 255, 0.6);
+              transform: translateY(-1px) scale(1.04);
+            }
+
+            &:active {
+              transform: scale(0.96);
             }
 
             .material-symbols-outlined {
diff --git a/src/app/components/floating-video-player/floating-video-player.component.ts b/apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.ts
similarity index 100%
rename from src/app/components/floating-video-player/floating-video-player.component.ts
rename to apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.ts
diff --git a/src/app/components/legacy-agent-stream/legacy-agent-stream.component.html b/apps/showcase_ui/src/app/components/legacy-agent-stream/legacy-agent-stream.component.html
similarity index 100%
rename from src/app/components/legacy-agent-stream/legacy-agent-stream.component.html
rename to apps/showcase_ui/src/app/components/legacy-agent-stream/legacy-agent-stream.component.html
diff --git a/src/app/components/legacy-agent-stream/legacy-agent-stream.component.scss b/apps/showcase_ui/src/app/components/legacy-agent-stream/legacy-agent-stream.component.scss
similarity index 100%
rename from src/app/components/legacy-agent-stream/legacy-agent-stream.component.scss
rename to apps/showcase_ui/src/app/components/legacy-agent-stream/legacy-agent-stream.component.scss
diff --git a/src/app/components/legacy-agent-stream/legacy-agent-stream.component.ts b/apps/showcase_ui/src/app/components/legacy-agent-stream/legacy-agent-stream.component.ts
similarity index 97%
rename from src/app/components/legacy-agent-stream/legacy-agent-stream.component.ts
rename to apps/showcase_ui/src/app/components/legacy-agent-stream/legacy-agent-stream.component.ts
index ce14958..bcc83d5 100644
--- a/src/app/components/legacy-agent-stream/legacy-agent-stream.component.ts
+++ b/apps/showcase_ui/src/app/components/legacy-agent-stream/legacy-agent-stream.component.ts
@@ -36,7 +36,7 @@ export class LegacyAgentStreamComponent {
     const selectElement = event.target as HTMLSelectElement;
     const sessionId = selectElement.value;
     if (sessionId) {
-      this.agentService.selectSession(sessionId);
+      this.agentService.selectSession(sessionId, true);
     }
   }
 
diff --git a/apps/showcase_ui/src/app/components/nav-switcher/nav-switcher.component.scss b/apps/showcase_ui/src/app/components/nav-switcher/nav-switcher.component.scss
new file mode 100644
index 0000000..f138e03
--- /dev/null
+++ b/apps/showcase_ui/src/app/components/nav-switcher/nav-switcher.component.scss
@@ -0,0 +1,110 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+.floating-nav-switcher {
+  position: fixed;
+  top: 12px;
+  left: 24px;
+  z-index: 1100;
+  height: 36px;
+  box-sizing: border-box;
+  display: inline-flex;
+  align-items: center;
+  background: rgba(255, 255, 255, 0.72);
+  backdrop-filter: blur(16px) saturate(180%);
+  -webkit-backdrop-filter: blur(16px) saturate(180%);
+  border: 1px solid rgba(226, 232, 240, 0.85);
+  border-radius: 18px;
+  padding: 3px;
+  gap: 3px;
+  box-shadow: 0 2px 8px -1px rgba(15, 23, 42, 0.06), 0 1px 2px rgba(0, 0, 0, 0.02), inset 0 1px 1px rgba(255, 255, 255, 0.9);
+  user-select: none;
+  font-family: 'Google Sans', 'Google Sans Text', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+  transition: all 0.25s cubic-bezier(0.4, 0, 0.2, 1);
+
+  &:hover {
+    background: rgba(255, 255, 255, 0.85);
+    box-shadow: 0 4px 14px -2px rgba(15, 23, 42, 0.1), 0 2px 4px rgba(0, 0, 0, 0.03), inset 0 1px 1px rgba(255, 255, 255, 1);
+    border-color: rgba(203, 213, 225, 0.9);
+  }
+
+  .nav-tab-btn {
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    gap: 6px;
+    height: 30px;
+    padding: 0 14px;
+    box-sizing: border-box;
+    border-radius: 15px;
+    font-size: 13px;
+    font-weight: 600;
+    color: #475569;
+    text-decoration: none;
+    cursor: pointer;
+    line-height: 1;
+    transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+    outline: none;
+    white-space: nowrap;
+
+    .tab-icon {
+      font-size: 16px;
+      width: 16px;
+      height: 16px;
+      display: inline-flex;
+      align-items: center;
+      justify-content: center;
+      color: #64748b;
+      transition: color 0.15s ease, transform 0.15s ease;
+    }
+
+    .tab-label {
+      color: #475569;
+      transition: color 0.15s ease;
+    }
+
+    &:hover:not(.active) {
+      background: rgba(255, 255, 255, 0.7);
+      color: #0f172a;
+
+      .tab-icon {
+        color: #1a73e8;
+      }
+      .tab-label {
+        color: #0f172a;
+      }
+    }
+
+    &.active {
+      background: rgba(26, 115, 232, 0.95) !important;
+      backdrop-filter: blur(12px);
+      -webkit-backdrop-filter: blur(12px);
+      color: #ffffff !important;
+      font-weight: 700;
+      box-shadow: 0 2px 8px rgba(26, 115, 232, 0.35), inset 0 1px 1px rgba(255, 255, 255, 0.35);
+
+      .tab-icon,
+      .tab-label,
+      span {
+        color: #ffffff !important;
+      }
+    }
+
+    &:active {
+      transform: scale(0.97);
+    }
+  }
+}
diff --git a/apps/showcase_ui/src/app/components/nav-switcher/nav-switcher.component.ts b/apps/showcase_ui/src/app/components/nav-switcher/nav-switcher.component.ts
new file mode 100644
index 0000000..15f2904
--- /dev/null
+++ b/apps/showcase_ui/src/app/components/nav-switcher/nav-switcher.component.ts
@@ -0,0 +1,50 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import { Component } from '@angular/core';
+import { CommonModule } from '@angular/common';
+import { RouterLink, RouterLinkActive } from '@angular/router';
+
+@Component({
+  selector: 'app-nav-switcher',
+  standalone: true,
+  imports: [CommonModule, RouterLink, RouterLinkActive],
+  template: `
+    <nav class="floating-nav-switcher" aria-label="Main Navigation">
+      <a 
+        routerLink="/" 
+        routerLinkActive="active" 
+        [routerLinkActiveOptions]="{exact: true}"
+        class="nav-tab-btn"
+        title="Return to Home Launcher to start a new task"
+      >
+        <span class="material-symbols-outlined tab-icon">add_task</span>
+        <span class="tab-label">New / Home</span>
+      </a>
+      <a 
+        routerLink="/workspace" 
+        routerLinkActive="active" 
+        class="nav-tab-btn"
+        title="Open Workspace"
+      >
+        <span class="material-symbols-outlined tab-icon">space_dashboard</span>
+        <span class="tab-label">Workspace</span>
+      </a>
+    </nav>
+  `,
+  styleUrls: ['./nav-switcher.component.scss']
+})
+export class NavSwitcherComponent {}
diff --git a/apps/showcase_ui/src/app/core/data/smart-tasks.data.ts b/apps/showcase_ui/src/app/core/data/smart-tasks.data.ts
new file mode 100644
index 0000000..382074a
--- /dev/null
+++ b/apps/showcase_ui/src/app/core/data/smart-tasks.data.ts
@@ -0,0 +1,334 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+export interface AppReference {
+  name: string;
+  icon: string;
+  pkg?: string;
+  category?: string;
+}
+
+export type SuggestionCategory =
+  | 'all'
+  | 'flash'
+  | 'pro'
+  | 'cross_app'
+  | 'monitor';
+
+export interface SmartSuggestion {
+  id: string;
+  title: string;
+  description: string;
+  goal: string;
+  profile: 'flash' | 'pro';
+  category: 'flash' | 'pro' | 'cross_app' | 'monitor';
+  tag: string;
+  apps: AppReference[];
+  requiredPackages?: string[];
+  matchMode?: 'any' | 'all';
+  priority?: number;
+}
+
+/**
+ * Recognized Android App Package Registry
+ */
+export const APP_REGISTRY: Record<string, AppReference> = {
+  // Google Suite & System
+  'com.google.android.apps.maps': { name: 'Maps', icon: 'explore', pkg: 'com.google.android.apps.maps', category: 'navigation' },
+  'com.google.android.gm': { name: 'Gmail', icon: 'mail', pkg: 'com.google.android.gm', category: 'productivity' },
+  'com.android.chrome': { name: 'Chrome', icon: 'public', pkg: 'com.android.chrome', category: 'browser' },
+  'com.google.android.youtube': { name: 'YouTube', icon: 'smart_display', pkg: 'com.google.android.youtube', category: 'entertainment' },
+  'com.android.settings': { name: 'Settings', icon: 'settings', pkg: 'com.android.settings', category: 'system' },
+  'com.google.android.deskclock': { name: 'Clock', icon: 'timer', pkg: 'com.google.android.deskclock', category: 'utility' },
+  'com.android.deskclock': { name: 'Clock', icon: 'timer', pkg: 'com.android.deskclock', category: 'utility' },
+  'com.google.android.calculator': { name: 'Calculator', icon: 'calculate', pkg: 'com.google.android.calculator', category: 'utility' },
+  'com.android.calculator2': { name: 'Calculator', icon: 'calculate', pkg: 'com.android.calculator2', category: 'utility' },
+  'com.google.android.apps.photos': { name: 'Photos', icon: 'photo_library', pkg: 'com.google.android.apps.photos', category: 'media' },
+  'com.google.android.calendar': { name: 'Calendar', icon: 'calendar_month', pkg: 'com.google.android.calendar', category: 'productivity' },
+  'com.google.android.keep': { name: 'Keep Notes', icon: 'note_alt', pkg: 'com.google.android.keep', category: 'productivity' },
+  'com.android.vending': { name: 'Play Store', icon: 'storefront', pkg: 'com.android.vending', category: 'tools' },
+  'com.google.android.apps.messaging': { name: 'Messages', icon: 'chat', pkg: 'com.google.android.apps.messaging', category: 'communication' },
+
+  // Popular Ecosystem Apps
+  'com.tencent.mm': { name: 'WeChat', icon: 'forum', pkg: 'com.tencent.mm', category: 'social' },
+  'com.xingin.xhs': { name: 'Xiaohongshu', icon: 'auto_stories', pkg: 'com.xingin.xhs', category: 'social' },
+  'com.sankuai.meituan': { name: 'Meituan', icon: 'restaurant', pkg: 'com.sankuai.meituan', category: 'lifestyle' },
+  'com.dianping.v1': { name: 'Dianping', icon: 'star', pkg: 'com.dianping.v1', category: 'lifestyle' },
+  'tv.danmaku.bili': { name: 'Bilibili', icon: 'video_library', pkg: 'tv.danmaku.bili', category: 'entertainment' },
+  'com.eg.android.AlipayGphone': { name: 'Alipay', icon: 'account_balance_wallet', pkg: 'com.eg.android.AlipayGphone', category: 'finance' },
+  'com.netease.cloudmusic': { name: 'NetEase Music', icon: 'headphones', pkg: 'com.netease.cloudmusic', category: 'entertainment' },
+  'com.spotify.music': { name: 'Spotify', icon: 'music_note', pkg: 'com.spotify.music', category: 'entertainment' }
+};
+
+/**
+ * Curated, clean task preset library (1~2 representative tasks per common app)
+ */
+export const SMART_TASK_LIBRARY: SmartSuggestion[] = [
+  // 1. Google Maps
+  {
+    id: 'maps_coffee',
+    title: 'Find Specialty Coffee',
+    description: 'Search nearby top-rated cafes in Google Maps',
+    goal: 'Open Google Maps, search for top-rated specialty coffee shops nearby, and view the top result details.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'Maps',
+    apps: [{ name: 'Maps', icon: 'explore', pkg: 'com.google.android.apps.maps' }],
+    requiredPackages: ['com.google.android.apps.maps'],
+    priority: 95
+  },
+  {
+    id: 'pro_commute_share',
+    title: 'Commute ETA & Message Draft',
+    description: 'Check transit time on Maps and draft arrival ETA in Messages',
+    goal: 'Open Google Maps to check commute time to the International Airport, calculate arrival time, then open Messages and draft an ETA text message.',
+    profile: 'pro',
+    category: 'cross_app',
+    tag: 'Maps + Messages',
+    apps: [
+      { name: 'Maps', icon: 'explore', pkg: 'com.google.android.apps.maps' },
+      { name: 'Messages', icon: 'chat', pkg: 'com.google.android.apps.messaging' }
+    ],
+    requiredPackages: ['com.google.android.apps.maps', 'com.google.android.apps.messaging'],
+    matchMode: 'all',
+    priority: 92
+  },
+
+  // 2. Gmail
+  {
+    id: 'gmail_receipts',
+    title: 'Search Order Receipts',
+    description: 'Find recent flight or delivery confirmation emails in Gmail',
+    goal: 'Open Gmail and search for recent flight or package delivery confirmation emails.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'Gmail',
+    apps: [{ name: 'Gmail', icon: 'mail', pkg: 'com.google.android.gm' }],
+    requiredPackages: ['com.google.android.gm'],
+    priority: 90
+  },
+  {
+    id: 'pro_email_to_calendar',
+    title: 'Email Itinerary to Calendar',
+    description: 'Extract flight or event dates from Gmail and schedule in Calendar',
+    goal: 'Open Gmail to find the latest event invitation or itinerary, extract dates and location, then open Google Calendar and create a corresponding calendar event.',
+    profile: 'pro',
+    category: 'cross_app',
+    tag: 'Gmail + Calendar',
+    apps: [
+      { name: 'Gmail', icon: 'mail', pkg: 'com.google.android.gm' },
+      { name: 'Calendar', icon: 'calendar_month', pkg: 'com.google.android.calendar' }
+    ],
+    requiredPackages: ['com.google.android.gm'],
+    priority: 94
+  },
+
+  // 3. Chrome
+  {
+    id: 'chrome_research',
+    title: 'Search AI News Breakthroughs',
+    description: 'Search latest multimodal AI developments in Chrome browser',
+    goal: 'Open Chrome browser and search for latest breakthroughs in multimodal mobile AI agents.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'Chrome',
+    apps: [{ name: 'Chrome', icon: 'public', pkg: 'com.android.chrome' }],
+    requiredPackages: ['com.android.chrome'],
+    priority: 88
+  },
+  {
+    id: 'pro_research_keep',
+    title: 'Product Research & Notes Note',
+    description: 'Compare top 3 headphones on Chrome and record comparison in Keep',
+    goal: 'Open Chrome, research top 3 noise-cancelling headphones comparing price and battery life, then write a structured comparison summary note in Keep Notes.',
+    profile: 'pro',
+    category: 'pro',
+    tag: 'Chrome + Keep',
+    apps: [
+      { name: 'Chrome', icon: 'public', pkg: 'com.android.chrome' },
+      { name: 'Keep Notes', icon: 'note_alt', pkg: 'com.google.android.keep' }
+    ],
+    requiredPackages: ['com.android.chrome'],
+    priority: 91
+  },
+
+  // 4. YouTube
+  {
+    id: 'youtube_lofi',
+    title: 'Play Lo-Fi Music Radio',
+    description: 'Search and play a Lo-Fi hip hop live stream on YouTube',
+    goal: 'Open YouTube, search for "Lofi hip hop beats relaxing radio" and tap on the live stream.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'YouTube',
+    apps: [{ name: 'YouTube', icon: 'smart_display', pkg: 'com.google.android.youtube' }],
+    requiredPackages: ['com.google.android.youtube'],
+    priority: 85
+  },
+
+  // 5. Settings
+  {
+    id: 'settings_display_wifi',
+    title: 'Dark Mode & Wi-Fi Check',
+    description: 'Toggle dark theme and verify network connection in Settings',
+    goal: 'Open Settings app, navigate to Display settings, ensure Dark theme is enabled, and check Wi-Fi connection status.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'Settings',
+    apps: [{ name: 'Settings', icon: 'settings', pkg: 'com.android.settings' }],
+    requiredPackages: ['com.android.settings'],
+    priority: 87
+  },
+  {
+    id: 'pro_settings_qa',
+    title: 'Subsystem Health & Crash Probe',
+    description: 'Traverse Settings submenus to verify screens and check for crash dialogs',
+    goal: 'Explore Settings submenus (Network, Connected devices, Apps, Battery, Storage), verify each screen loads properly without ANR or crash dialogs, and summarize results.',
+    profile: 'pro',
+    category: 'monitor',
+    tag: 'Settings QA',
+    apps: [{ name: 'Settings', icon: 'settings', pkg: 'com.android.settings' }],
+    requiredPackages: ['com.android.settings'],
+    priority: 93
+  },
+
+  // 6. Clock
+  {
+    id: 'clock_timer',
+    title: '25-Min Pomodoro Timer',
+    description: 'Start a 25-minute focus countdown timer in Clock app',
+    goal: 'Open Clock app, switch to Timer tab, set 25 minutes and start the countdown timer.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'Clock',
+    apps: [{ name: 'Clock', icon: 'timer', pkg: 'com.google.android.deskclock' }],
+    requiredPackages: ['com.google.android.deskclock', 'com.android.deskclock'],
+    priority: 86
+  },
+
+  // 7. Calculator
+  {
+    id: 'calc_gratuity',
+    title: 'Split Bill & Calculate Tip',
+    description: 'Calculate 18% gratuity on $186.40 for 3 people in Calculator',
+    goal: 'Open Calculator and calculate 18% tip on a bill of $186.40, then divide by 3 people.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'Calculator',
+    apps: [{ name: 'Calculator', icon: 'calculate', pkg: 'com.google.android.calculator' }],
+    requiredPackages: ['com.google.android.calculator', 'com.android.calculator2'],
+    priority: 84
+  },
+
+  // 8. Photos
+  {
+    id: 'photos_inspect',
+    title: 'Inspect Recent Screenshot',
+    description: 'Open Google Photos and review the latest screenshot taken',
+    goal: 'Open Google Photos and view the most recent screenshot in the screenshots album.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'Photos',
+    apps: [{ name: 'Photos', icon: 'photo_library', pkg: 'com.google.android.apps.photos' }],
+    requiredPackages: ['com.google.android.apps.photos'],
+    priority: 82
+  },
+
+  // 9. WeChat (微信)
+  {
+    id: 'wechat_browse',
+    title: 'Check WeChat Messages',
+    description: 'Open WeChat and view top recent chat conversations',
+    goal: 'Open WeChat (微信) and view the top recent chat messages.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'WeChat',
+    apps: [{ name: 'WeChat', icon: 'forum', pkg: 'com.tencent.mm' }],
+    requiredPackages: ['com.tencent.mm'],
+    priority: 89
+  },
+  {
+    id: 'pro_wechat_to_calendar',
+    title: 'WeChat Notice to Calendar',
+    description: 'Extract meeting notice from WeChat chat and add to Calendar',
+    goal: 'Open WeChat (微信), locate the latest meeting announcement or event message in the top chat, extract the time and topic, then open Calendar and schedule an event.',
+    profile: 'pro',
+    category: 'cross_app',
+    tag: 'WeChat + Calendar',
+    apps: [
+      { name: 'WeChat', icon: 'forum', pkg: 'com.tencent.mm' },
+      { name: 'Calendar', icon: 'calendar_month', pkg: 'com.google.android.calendar' }
+    ],
+    requiredPackages: ['com.tencent.mm'],
+    priority: 93
+  },
+
+  // 10. Xiaohongshu (小红书)
+  {
+    id: 'xhs_coffee_guide',
+    title: 'RED Cafe Guide Search',
+    description: 'Search trending specialty cafe reviews on Xiaohongshu',
+    goal: 'Open Xiaohongshu (小红书), search for top-rated specialty coffee shops, and view the top post.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'Xiaohongshu',
+    apps: [{ name: 'Xiaohongshu', icon: 'auto_stories', pkg: 'com.xingin.xhs' }],
+    requiredPackages: ['com.xingin.xhs'],
+    priority: 87
+  },
+
+  // 11. Meituan / Dianping (美团 / 大众点评)
+  {
+    id: 'meituan_ramen_search',
+    title: 'Meituan Food Search',
+    description: 'Search top-rated Ramen nearby on Meituan or Dianping',
+    goal: 'Open Meituan (美团) or Dianping (大众点评), search for top-rated Ramen nearby, and view top restaurant rating.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'Meituan',
+    apps: [{ name: 'Meituan', icon: 'restaurant', pkg: 'com.sankuai.meituan' }],
+    requiredPackages: ['com.sankuai.meituan', 'com.dianping.v1'],
+    priority: 86
+  },
+
+  // 12. Bilibili (哔哩哔哩)
+  {
+    id: 'bilibili_stream',
+    title: 'Bilibili Tech Video',
+    description: 'Search and play an AI Agent tutorial video on Bilibili',
+    goal: 'Open Bilibili (哔哩哔哩), search for "AI Agent 架构实战", and play the top matching video.',
+    profile: 'flash',
+    category: 'flash',
+    tag: 'Bilibili',
+    apps: [{ name: 'Bilibili', icon: 'video_library', pkg: 'tv.danmaku.bili' }],
+    requiredPackages: ['tv.danmaku.bili'],
+    priority: 85
+  },
+
+  // 13. Play Store
+  {
+    id: 'pro_playstore_review',
+    title: 'Play Store App Review Study',
+    description: 'Compare top task management apps and ratings on Google Play',
+    goal: 'Open Google Play Store, search for top rated task management apps, compare ratings and latest user reviews of the top 2 candidates, and record recommendations.',
+    profile: 'pro',
+    category: 'pro',
+    tag: 'Play Store',
+    apps: [{ name: 'Play Store', icon: 'storefront', pkg: 'com.android.vending' }],
+    requiredPackages: ['com.android.vending'],
+    priority: 88
+  }
+];
diff --git a/src/app/core/models/markdown.model.ts b/apps/showcase_ui/src/app/core/models/markdown.model.ts
similarity index 100%
rename from src/app/core/models/markdown.model.ts
rename to apps/showcase_ui/src/app/core/models/markdown.model.ts
diff --git a/src/app/core/models/session.model.ts b/apps/showcase_ui/src/app/core/models/session.model.ts
similarity index 98%
rename from src/app/core/models/session.model.ts
rename to apps/showcase_ui/src/app/core/models/session.model.ts
index 19794ee..be72761 100644
--- a/src/app/core/models/session.model.ts
+++ b/apps/showcase_ui/src/app/core/models/session.model.ts
@@ -51,5 +51,5 @@ export interface AgentStatusResponse {
 
 export type AgentStatus = 'idle' | 'running' | 'completed' | 'offline' | string;
 
-export type TaskStatus = 'running' | 'completed' | 'pending' | 'failed';
+export type TaskStatus = 'running' | 'completed' | 'pending' | 'failed' | 'cancelled';
 
diff --git a/src/app/core/models/stream.model.ts b/apps/showcase_ui/src/app/core/models/stream.model.ts
similarity index 80%
rename from src/app/core/models/stream.model.ts
rename to apps/showcase_ui/src/app/core/models/stream.model.ts
index 27f4423..a709ce9 100644
--- a/src/app/core/models/stream.model.ts
+++ b/apps/showcase_ui/src/app/core/models/stream.model.ts
@@ -19,6 +19,25 @@ export interface ActionParam {
   value: string;
 }
 
+export interface ActionExecution {
+  id?: string;
+  trace_id?: string;
+  agent?: string;
+  agent_name?: string;
+  action: string;
+  name?: string;
+  args?: Record<string, any>;
+  params?: Record<string, any>;
+  payload?: any;
+  pre_image_name?: string | null;
+  post_image_name?: string | null;
+  status?: 'success' | 'failed' | 'error' | 'running' | string;
+  duration?: number;
+  duration_ms?: number;
+  error?: string | null;
+  timestamp?: number;
+}
+
 export interface StepEvent {
   type: 'action' | 'tool';
   data: any;
diff --git a/apps/showcase_ui/src/app/core/models/system.model.ts b/apps/showcase_ui/src/app/core/models/system.model.ts
new file mode 100644
index 0000000..1474ab3
--- /dev/null
+++ b/apps/showcase_ui/src/app/core/models/system.model.ts
@@ -0,0 +1,81 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+export type ProbeStatus = 'pass' | 'warn' | 'fail' | 'skipped';
+
+export type ProbeCategory = 'device' | 'auth' | 'toolchain' | 'runtime';
+
+export interface ProbeAction {
+  action_type: 'command' | 'hint' | 'link';
+  label: string;
+  payload: string;
+}
+
+export interface DeviceInfo {
+  serial: string;
+  state: string;
+  model: string | null;
+  product: string | null;
+  android_version: string | null;
+  screen_resolution: string | null;
+  is_emulator: boolean;
+  installed_packages?: string[];
+}
+
+export interface ProbeResult {
+  id: string;
+  category: ProbeCategory;
+  title: string;
+  status: ProbeStatus;
+  is_blocker: boolean;
+  summary: string;
+  description: string;
+  metadata: Record<string, any>;
+  actions: ProbeAction[];
+}
+
+export interface SystemReadinessReport {
+  overall_ready: boolean;
+  blocker_count: number;
+  passed_blocker_count: number;
+  probes: ProbeResult[];
+  active_device: DeviceInfo | null;
+  os_type?: 'linux' | 'darwin' | 'windows' | string;
+  timestamp: number;
+}
+
+export type EmulatorLaunchStage =
+  | 'idle'
+  | 'starting'
+  | 'waiting_for_adb'
+  | 'booting'
+  | 'ready'
+  | 'failed'
+  | 'stopped';
+
+export interface EmulatorLaunchState {
+  avd_name: string | null;
+  status: EmulatorLaunchStage;
+  pid: number | null;
+  serial: string | null;
+  stage_message: string;
+  progress_percent: number;
+  started_at: number | null;
+  elapsed_seconds: number;
+  error: string | null;
+  logs: string[];
+  can_retry: boolean;
+}
diff --git a/apps/showcase_ui/src/app/core/services/task-recommendation.service.ts b/apps/showcase_ui/src/app/core/services/task-recommendation.service.ts
new file mode 100644
index 0000000..2d22e2b
--- /dev/null
+++ b/apps/showcase_ui/src/app/core/services/task-recommendation.service.ts
@@ -0,0 +1,111 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import { Injectable } from '@angular/core';
+import {
+  AppReference,
+  SmartSuggestion,
+  SuggestionCategory,
+  APP_REGISTRY,
+  SMART_TASK_LIBRARY
+} from '../data/smart-tasks.data';
+
+@Injectable({
+  providedIn: 'root'
+})
+export class TaskRecommendationService {
+  public readonly allTasks: SmartSuggestion[] = SMART_TASK_LIBRARY;
+  public readonly appRegistry = APP_REGISTRY;
+
+  /**
+   * Check if task matches any package installed on device
+   */
+  public isSuggestionOnDevice(
+    suggestion: SmartSuggestion,
+    installedPackages: Set<string>
+  ): boolean {
+    if (installedPackages.size === 0) return false;
+    if (!suggestion.requiredPackages || suggestion.requiredPackages.length === 0) {
+      return true;
+    }
+
+    if (suggestion.matchMode === 'all') {
+      return suggestion.requiredPackages.every(pkg => installedPackages.has(pkg));
+    }
+    return suggestion.requiredPackages.some(pkg => installedPackages.has(pkg));
+  }
+
+  /**
+   * Intelligently rank and filter tasks:
+   * Prioritizes tasks matching apps detected on user's phone without exposing clutter.
+   */
+  public filterAndRankTasks(
+    installedPackages: Set<string>,
+    category: SuggestionCategory,
+    shuffleOffset: number = 0
+  ): SmartSuggestion[] {
+    const hasDevice = installedPackages.size > 0;
+
+    // 1. Score tasks: prioritize tasks whose apps are on the user's phone
+    const scored = this.allTasks.map(task => {
+      const isMatched = this.isSuggestionOnDevice(task, installedPackages);
+      let score = task.priority ?? 50;
+
+      if (hasDevice) {
+        if (isMatched) {
+          score += 100;
+          if (task.requiredPackages && task.requiredPackages.length > 1 && task.matchMode === 'all') {
+            score += 30; // bonus for full multi-app synergy match
+          }
+        } else {
+          score -= 40;
+        }
+      }
+
+      return { task, isMatched, score };
+    });
+
+    // 2. Filter by category
+    let filtered = scored.filter(item => {
+      if (category === 'flash') {
+        return item.task.profile === 'flash';
+      }
+      if (category === 'pro') {
+        return item.task.profile === 'pro';
+      }
+      if (category === 'cross_app') {
+        return item.task.category === 'cross_app';
+      }
+      if (category === 'monitor') {
+        return item.task.category === 'monitor';
+      }
+      return true; // 'all'
+    });
+
+    // 3. Sort by score descending (matched apps first)
+    filtered.sort((a, b) => b.score - a.score);
+
+    let result = filtered.map(f => f.task);
+
+    // 4. Apply shuffle rotation
+    if (shuffleOffset > 0 && result.length > 0) {
+      const shift = shuffleOffset % result.length;
+      result = [...result.slice(shift), ...result.slice(0, shift)];
+    }
+
+    return result;
+  }
+}
diff --git a/apps/showcase_ui/src/app/pages/home/home.component.html b/apps/showcase_ui/src/app/pages/home/home.component.html
new file mode 100644
index 0000000..79f3921
--- /dev/null
+++ b/apps/showcase_ui/src/app/pages/home/home.component.html
@@ -0,0 +1,1751 @@
+<!--
+ Copyright 2026 Google LLC
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+     http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.
+-->
+
+<div class="home-container" [class.system-ready]="isReady()" [class.system-pending]="!isReady()" [class.pro-theme-active]="selectedProfile() === 'pro'">
+  <!-- Dynamic Aurora Glow Background -->
+  <div class="aurora-background">
+    <div class="glow glow-1"></div>
+    <div class="glow glow-2"></div>
+    <div class="glow glow-3"></div>
+    <div class="glow glow-pending"></div>
+    <div class="glow glow-ready"></div>
+    <div class="glow glow-pro"></div>
+  </div>
+
+
+  <!-- Main Content Layout -->
+  <main class="home-content">
+    
+    <!-- Hero Intent Section (Modern Linear / Claude Style) -->
+    <section class="hero-section">
+      <h1 class="hero-title">
+        What would you like to do on your phone?
+      </h1>
+    </section>
+
+    <!-- Top View Mode Stepper / Tab Switcher (Frosted Glass Segmented Control matching top-left nav) -->
+    <div class="mode-tabs-container">
+      <div class="mode-tabs">
+        <button
+          type="button"
+          class="mode-tab-btn"
+          [class.active]="activeTab() === 'diagnostics'"
+          (click)="setTab('diagnostics')"
+        >
+          @if (isReady()) {
+            <span class="material-symbols-outlined tab-icon icon-ready">check_circle</span>
+          } @else {
+            <span class="material-symbols-outlined tab-icon">tune</span>
+          }
+          <span class="tab-label">System Setup & Prerequisites</span>
+        </button>
+
+        <button
+          type="button"
+          class="mode-tab-btn"
+          [class.active]="activeTab() === 'launcher'"
+          (click)="setTab('launcher')"
+        >
+          @if (!isReady()) {
+            <span class="material-symbols-outlined tab-icon icon-locked">lock</span>
+          } @else {
+            <span class="material-symbols-outlined tab-icon">rocket_launch</span>
+          }
+          <span class="tab-label">Launch Autonomous Task</span>
+        </button>
+      </div>
+    </div>
+
+    <!-- ========================================================================= -->
+    <!-- VIEW 1: SYSTEM SETUP & FOOLPROOF STEP-BY-STEP GUIDANCE                    -->
+    <!-- ========================================================================= -->
+    @if (activeTab() === 'diagnostics') {
+      <section class="setup-guide-view">
+
+<!-- =================================================================== -->
+<!-- STEP 1: ENVIRONMENT & SYSTEM DEPENDENCIES (FIRST & FOUNDATIONAL)    -->
+<!-- =================================================================== -->
+<div class="guide-card" [class.card-pass]="isEnvironmentReady()" [class.card-warn]="!isEnvironmentReady()">
+
+  <div class="guide-card-header">
+    <div class="step-badge" [class.step-pass]="isEnvironmentReady()">
+      @if (isEnvironmentReady()) {
+      <span class="material-symbols-outlined step-check-icon">check</span>
+      } @else {
+      <span>1</span>
+      }
+    </div>
+    <div class="step-info">
+      <div class="step-title-row">
+        <h3 class="step-title">System & Environment</h3>
+      </div>
+      <p class="step-desc">Core tools, Android debug bridge, and video recording runtime</p>
+    </div>
+
+    <button
+      type="button"
+      class="btn-header-action"
+      [disabled]="isRefreshingDiagnostics()"
+      (click)="refreshReadiness()"
+      title="Re-check all system dependencies"
+    >
+      <span class="material-symbols-outlined" [class.spinning]="isRefreshingDiagnostics()">refresh</span>
+      <span>{{ isRefreshingDiagnostics() ? 'Checking...' : 'Re-check' }}</span>
+    </button>
+  </div>
+
+  <div class="guide-card-body">
+    <!-- One-Click Dependency Installer Bar when any env dep is missing -->
+    @if (!isEnvironmentReady()) {
+    <div class="one-click-install-bar">
+      <div class="install-bar-left">
+        <div class="install-bar-icon-box">
+          <span class="material-symbols-outlined bolt-icon">bolt</span>
+        </div>
+        <div class="install-bar-text">
+          <div class="install-bar-title-row">
+            <div class="install-bar-title">Automated Dependency Setup</div>
+            <div class="os-selector-pills">
+              <button type="button" class="os-pill" [class.active]="effectiveOs() === 'linux'"
+                (click)="setSelectedOs('linux')">Linux</button>
+              <button type="button" class="os-pill" [class.active]="effectiveOs() === 'darwin'"
+                (click)="setSelectedOs('darwin')">macOS</button>
+              <button type="button" class="os-pill" [class.active]="effectiveOs() === 'windows'"
+                (click)="setSelectedOs('windows')">Windows</button>
+            </div>
+          </div>
+          <div class="install-bar-desc">Run in terminal to install ADB, FFmpeg, scrcpy, and project dependencies:</div>
+        </div>
+      </div>
+      <div class="code-box small-box">
+        <code>{{ oneClickSetupCmd() }}</code>
+        <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'one_click_deps'"
+          (click)="copyToClipboard(oneClickSetupCmd(), 'one_click_deps')">
+          <span class="material-symbols-outlined">{{ copiedId() === 'one_click_deps' ? 'check' : 'content_copy'
+            }}</span>
+          <span>{{ copiedId() === 'one_click_deps' ? 'Copied!' : 'Copy' }}</span>
+        </button>
+      </div>
+    </div>
+    }
+
+    <!-- 4-Card Environment Matrix Grid -->
+    <div class="env-matrix-grid">
+
+      <!-- 1. Python Runtime Probe Card -->
+      <div class="env-item-card" [class.item-pass]="pythonProbe()?.status === 'pass'"
+        [class.item-fail]="pythonProbe()?.status === 'fail'">
+        <div class="item-header">
+          <div class="item-icon-box">
+            <span class="material-symbols-outlined item-icon">terminal</span>
+          </div>
+          <div class="item-title-group">
+            <div class="item-name">Python Runtime</div>
+            <div class="item-subtitle">{{ pythonProbe()?.summary || 'Python 3.12+' }}</div>
+          </div>
+          <div class="item-status">
+            <span class="status-dot" [class.dot-pass]="pythonProbe()?.status === 'pass'" [class.dot-fail]="pythonProbe()?.status === 'fail'"></span>
+          </div>
+        </div>
+        @if (pythonProbe()?.status === 'fail') {
+        <div class="item-body">
+          <div class="item-action-box">
+            <div class="code-box small-box">
+              <span class="terminal-prefix">$</span>
+              <code class="code-text">uv python install 3.12</code>
+              <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'py_install'"
+                (click)="copyToClipboard('uv python install 3.12', 'py_install')">
+                <span class="material-symbols-outlined">{{ copiedId() === 'py_install' ? 'check' : 'content_copy'
+                  }}</span>
+                <span>{{ copiedId() === 'py_install' ? 'Copied!' : 'Copy' }}</span>
+              </button>
+            </div>
+          </div>
+        </div>
+        }
+      </div>
+
+      <!-- 2. Android ADB Platform-Tools Card -->
+      <div class="env-item-card" [class.item-pass]="adbProbe()?.metadata?.['installed']"
+        [class.item-fail]="adbProbe()?.status === 'fail'">
+        <div class="item-header">
+          <div class="item-icon-box">
+            <span class="material-symbols-outlined item-icon">construction</span>
+          </div>
+          <div class="item-title-group">
+            <div class="item-name">Android Platform-Tools</div>
+            <div class="item-subtitle">{{ adbProbe()?.metadata?.['installed'] ? 'ADB Installed' : 'ADB Missing' }}</div>
+          </div>
+          <div class="item-status">
+            <span class="status-dot" [class.dot-pass]="adbProbe()?.metadata?.['installed']" [class.dot-fail]="adbProbe()?.status === 'fail'"></span>
+          </div>
+        </div>
+        @if (adbProbe()?.status === 'fail') {
+        <div class="item-body">
+          <div class="item-action-box">
+            <div class="code-box small-box">
+              <span class="terminal-prefix">$</span>
+              <code class="code-text">{{ adbInstallCmd() }}</code>
+              <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'env_adb_cmd'"
+                (click)="copyToClipboard(adbInstallCmd(), 'env_adb_cmd')">
+                <span class="material-symbols-outlined">{{ copiedId() === 'env_adb_cmd' ? 'check' : 'content_copy'
+                  }}</span>
+                <span>{{ copiedId() === 'env_adb_cmd' ? 'Copied!' : 'Copy' }}</span>
+              </button>
+            </div>
+          </div>
+        </div>
+        }
+      </div>
+
+      <!-- 3. System Configuration Card -->
+      <div class="env-item-card" [class.item-pass]="configProbe()?.status === 'pass'"
+        [class.item-fail]="configProbe()?.status === 'fail'">
+        <div class="item-header">
+          <div class="item-icon-box">
+            <span class="material-symbols-outlined item-icon">tune</span>
+          </div>
+          <div class="item-title-group">
+            <div class="item-name">System Configuration</div>
+            <div class="item-subtitle">{{ configProbe()?.summary || 'Config Valid' }}</div>
+          </div>
+          <div class="item-status">
+            <span class="status-dot" [class.dot-pass]="configProbe()?.status === 'pass'" [class.dot-fail]="configProbe()?.status === 'fail'"></span>
+          </div>
+        </div>
+        @if (configProbe()?.status === 'fail') {
+        <div class="item-body">
+          <div class="item-action-box">
+            <div class="code-box small-box">
+              <span class="terminal-prefix">$</span>
+              <code class="code-text">artemis init</code>
+              <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'cfg_init'"
+                (click)="copyToClipboard('artemis init', 'cfg_init')">
+                <span class="material-symbols-outlined">{{ copiedId() === 'cfg_init' ? 'check' : 'content_copy'
+                  }}</span>
+                <span>{{ copiedId() === 'cfg_init' ? 'Copied!' : 'Copy' }}</span>
+              </button>
+            </div>
+          </div>
+        </div>
+        }
+      </div>
+
+      <!-- 4. Video Recording Toolchain Card (FFmpeg & scrcpy) -->
+      <div class="env-item-card" [class.item-pass]="toolchainProbe()?.status === 'pass'"
+        [class.item-fail]="toolchainProbe()?.status !== 'pass'">
+        <div class="item-header">
+          <div class="item-icon-box">
+            <span class="material-symbols-outlined item-icon">videocam</span>
+          </div>
+          <div class="item-title-group">
+            <div class="item-name">Video Toolchain</div>
+            <div class="item-subtitle">{{ toolchainProbe()?.summary || 'FFmpeg & scrcpy' }}</div>
+          </div>
+          <div class="item-status">
+            <span class="status-dot" [class.dot-pass]="toolchainProbe()?.status === 'pass'" [class.dot-fail]="toolchainProbe()?.status !== 'pass'"></span>
+          </div>
+        </div>
+        @if (toolchainProbe()?.status !== 'pass') {
+        <div class="item-body">
+          <div class="item-action-box">
+            <div class="code-box small-box">
+              <span class="terminal-prefix">$</span>
+              <code class="code-text">{{ toolchainInstallCmd() }}</code>
+              <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'install_toolchain'"
+                (click)="copyToClipboard(toolchainInstallCmd(), 'install_toolchain')">
+                <span class="material-symbols-outlined">{{ copiedId() === 'install_toolchain' ? 'check' : 'content_copy'
+                  }}</span>
+                <span>{{ copiedId() === 'install_toolchain' ? 'Copied!' : 'Copy' }}</span>
+              </button>
+            </div>
+          </div>
+        </div>
+        }
+      </div>
+
+    </div>
+  </div>
+</div>
+
+<!-- =================================================================== -->
+<!-- STEP 2: AI MODEL SETUP                                              -->
+<!-- =================================================================== -->
+<div class="guide-card" [class.card-pass]="isCredentialsReady()" [class.card-warn]="!isCredentialsReady()">
+
+  <div class="guide-card-header">
+    <div class="step-badge" [class.step-pass]="isCredentialsReady()">
+      @if (isCredentialsReady()) {
+      <span class="material-symbols-outlined step-check-icon">check</span>
+      } @else {
+      <span>2</span>
+      }
+    </div>
+    <div class="step-info">
+      <div class="step-title-row">
+        <h3 class="step-title">AI Model Setup</h3>
+      </div>
+      <p class="step-desc">Google Gemini or custom LLM providers (OpenAI, Claude, Ollama)</p>
+    </div>
+  </div>
+
+  <div class="guide-card-body">
+    <!-- 2 Big Visual Choice Cards -->
+    <div class="model-choice-cards-row">
+      <!-- Card 1: Gemini (Recommended) -->
+      <div class="choice-card" [class.selected]="modelSetupMode() === 'gemini'" (click)="setModelSetupMode('gemini')">
+        <div class="choice-card-top">
+          <div class="choice-radio">
+            <span class="radio-dot" [class.checked]="modelSetupMode() === 'gemini'"></span>
+          </div>
+          <div class="choice-icon-wrap">
+            <svg class="brand-svg gemini-svg" viewBox="0 0 24 24" fill="none">
+              <defs>
+                <linearGradient id="geminiChoiceGrad" x1="0%" y1="0%" x2="100%" y2="100%">
+                  <stop offset="0%" stop-color="#4285F4" />
+                  <stop offset="50%" stop-color="#9B72CB" />
+                  <stop offset="100%" stop-color="#D96570" />
+                </linearGradient>
+              </defs>
+              <path
+                d="M12 2C12 7.523 7.523 12 2 12C7.523 12 12 16.477 12 22C12 16.477 16.477 12 22 12C16.477 12 12 7.523 12 2Z"
+                fill="url(#geminiChoiceGrad)" />
+            </svg>
+          </div>
+          <div class="choice-text">
+            <div class="choice-title-row">
+              <span class="choice-title">Google Gemini</span>
+              <span class="tag-badge tag-rec">Recommended</span>
+            </div>
+            <p class="choice-desc">Fast multimodal reasoning with free API key from Google AI Studio.</p>
+          </div>
+        </div>
+      </div>
+
+      <!-- Card 2: Custom Configuration -->
+      <div class="choice-card" [class.selected]="modelSetupMode() === 'custom'" (click)="setModelSetupMode('custom')">
+        <div class="choice-card-top">
+          <div class="choice-radio">
+            <span class="radio-dot" [class.checked]="modelSetupMode() === 'custom'"></span>
+          </div>
+          <div class="choice-icon-wrap icon-gear">
+            <span class="material-symbols-outlined">tune</span>
+          </div>
+          <div class="choice-text">
+            <div class="choice-title-row">
+              <span class="choice-title">Custom Configuration</span>
+            </div>
+            <p class="choice-desc">Define models in <code>config/artemis.jsonc</code> & keys in <code>.env</code>
+              (OpenAI, Claude, Ollama).</p>
+          </div>
+        </div>
+      </div>
+    </div>
+
+    <!-- Dynamic Panel Based on Choice -->
+    @if (modelSetupMode() === 'gemini') {
+    <!-- 1. Gemini API Key Box -->
+    <div class="credentials-input-box">
+      <div class="input-box-header">
+        <div class="header-label">
+          <span class="material-symbols-outlined label-icon">vpn_key</span>
+          <span>Enter Gemini API Key:</span>
+        </div>
+        <a href="https://aistudio.google.com/app/apikey" target="_blank" rel="noopener noreferrer"
+          class="btn-header-link">
+          <span class="material-symbols-outlined">open_in_new</span>
+          <span>Get Free API Key (Google AI Studio)</span>
+        </a>
+      </div>
+
+      <div class="unified-key-row">
+        <div class="unified-key-wrapper">
+          <span class="material-symbols-outlined key-prefix-icon">key</span>
+          <input [type]="showGeminiKey() ? 'text' : 'password'" class="unified-key-input"
+            [class.is-masked]="!showGeminiKey()" [ngModel]="geminiKeyInput()"
+            (ngModelChange)="onGeminiKeyChange($event)" placeholder="Enter Gemini API Key (e.g. AIzaSy...)"
+            spellcheck="false" autocomplete="off" />
+
+          <!-- Visibility Toggle -->
+          <button type="button" class="btn-icon-action" [title]="showGeminiKey() ? 'Mask Key' : 'Show Plaintext'"
+            (click)="toggleGeminiKeyVisibility()">
+            <span class="material-symbols-outlined">
+              {{ showGeminiKey() ? 'visibility_off' : 'visibility' }}
+            </span>
+          </button>
+
+          <!-- Copy Button -->
+          @if (geminiKeyInput()) {
+          <button type="button" class="btn-icon-action" title="Copy API Key"
+            (click)="copyToClipboard(geminiKeyInput(), 'gemini_key_field')">
+            <span class="material-symbols-outlined" [class.text-emerald]="copiedId() === 'gemini_key_field'">
+              {{ copiedId() === 'gemini_key_field' ? 'check' : 'content_copy' }}
+            </span>
+          </button>
+          }
+        </div>
+
+        <!-- Save Button -->
+        <button type="button" class="btn-unified-save" [class.btn-dirty]="isGeminiModified()"
+          [disabled]="isSavingGeminiKey() || isTestingGeminiKey() || (!isGeminiModified() && !geminiKeyInput().trim())" (click)="saveGeminiKey()">
+          @if (isSavingGeminiKey()) {
+          <span class="material-symbols-outlined spin">sync</span>
+          <span>{{ geminiKeyInput().trim() ? 'Verifying & Saving...' : 'Clearing...' }}</span>
+          } @else {
+          <span class="material-symbols-outlined">{{ geminiKeyInput().trim() ? 'save' : 'delete_outline' }}</span>
+          <span>{{ !geminiKeyInput().trim() ? 'Clear Key' : (isGeminiModified() ? 'Save & Apply' : 'Save Key') }}</span>
+          }
+        </button>
+
+        <!-- Test Button -->
+        <button type="button" class="btn-unified-test" title="Test if Gemini API key is valid"
+          [disabled]="isTestingGeminiKey() || isSavingGeminiKey() || !geminiKeyInput().trim()" (click)="testGeminiKey()">
+          @if (isTestingGeminiKey()) {
+          <span class="material-symbols-outlined spin">sync</span>
+          <span>Testing...</span>
+          } @else {
+          <span class="material-symbols-outlined">network_check</span>
+          <span>Test Key</span>
+          }
+        </button>
+      </div>
+
+      @if (geminiSaveMessage()) {
+      <div class="feedback-msg success">
+        <span class="material-symbols-outlined">check_circle</span>
+        <span>{{ geminiSaveMessage() }}</span>
+      </div>
+      }
+      @if (geminiSaveError()) {
+      <div class="feedback-msg error">
+        <span class="material-symbols-outlined">error</span>
+        <span>{{ geminiSaveError() }}</span>
+      </div>
+      }
+    </div>
+
+    <!-- 2. OCR Enhancement Option for Gemini Mode -->
+    <div class="ocr-enhancement-card">
+      <div class="ocr-card-toggle-bar" (click)="toggleOcrConfig()">
+        <div class="toggle-bar-left">
+          <span class="material-symbols-outlined icon-ocr">document_scanner</span>
+          <div class="toggle-bar-titles">
+            <span class="ocr-main-title">Optional: Google Cloud Vision OCR</span>
+          </div>
+        </div>
+
+        <div class="toggle-bar-right">
+          @if (isOcrConfigured()) {
+            <span class="status-dot dot-pass" title="OCR Configured"></span>
+          }
+          <span class="material-symbols-outlined caret-icon">
+            {{ showOcrConfig() ? 'expand_less' : 'expand_more' }}
+          </span>
+        </div>
+      </div>
+      
+      @if (showOcrConfig()) {
+      <div class="ocr-content-body">
+        <p class="ocr-help-desc">
+          Provides screen text coordinate grounding to improve element detection and interaction accuracy on text-heavy apps.
+        </p>
+
+        <!-- Input Box -->
+        <div class="credentials-input-box ocr-box">
+          <div class="input-box-header">
+            <div class="header-label">
+              <span class="material-symbols-outlined label-icon">key</span>
+              <span>Cloud Vision API Key:</span>
+            </div>
+          </div>
+
+          <div class="unified-key-row">
+            <div class="unified-key-wrapper">
+              <span class="material-symbols-outlined key-prefix-icon">key</span>
+              <input [type]="showOcrKey() ? 'text' : 'password'" class="unified-key-input" [class.is-masked]="!showOcrKey()"
+                [ngModel]="ocrKeyInput()" (ngModelChange)="onOcrKeyChange($event)"
+                placeholder="Enter Vision OCR API Key (e.g. AIzaSy...)" spellcheck="false" autocomplete="off" />
+          
+              <!-- Visibility Toggle -->
+              <button type="button" class="btn-icon-action" [title]="showOcrKey() ? 'Mask Key' : 'Show Plaintext'"
+                (click)="toggleOcrKeyVisibility()">
+                <span class="material-symbols-outlined">
+                  {{ showOcrKey() ? 'visibility_off' : 'visibility' }}
+                </span>
+              </button>
+          
+              <!-- Copy Button -->
+              @if (ocrKeyInput()) {
+              <button type="button" class="btn-icon-action" title="Copy API Key"
+                (click)="copyToClipboard(ocrKeyInput(), 'ocr_key_field')">
+                <span class="material-symbols-outlined" [class.text-emerald]="copiedId() === 'ocr_key_field'">
+                  {{ copiedId() === 'ocr_key_field' ? 'check' : 'content_copy' }}
+                </span>
+              </button>
+              }
+            </div>
+            
+            <!-- Save Button -->
+            <button type="button" class="btn-unified-save" [class.btn-dirty]="isOcrModified()"
+              [disabled]="isSavingOcrKey() || isTestingOcrKey() || (!isOcrModified() && !ocrKeyInput().trim())" (click)="saveOcrKey()">
+              @if (isSavingOcrKey()) {
+              <span class="material-symbols-outlined spin">sync</span>
+              <span>{{ ocrKeyInput().trim() ? 'Verifying & Saving...' : 'Clearing...' }}</span>
+              } @else {
+              <span class="material-symbols-outlined">{{ ocrKeyInput().trim() ? 'save' : 'delete_outline' }}</span>
+              <span>{{ !ocrKeyInput().trim() ? 'Clear Key' : (isOcrModified() ? 'Save & Apply' : 'Save Key') }}</span>
+              }
+            </button>
+
+            <!-- Test Button -->
+            <button type="button" class="btn-unified-test" title="Test if Vision OCR key is valid"
+              [disabled]="isTestingOcrKey() || isSavingOcrKey() || !ocrKeyInput().trim()" (click)="testOcrKey()">
+              @if (isTestingOcrKey()) {
+              <span class="material-symbols-outlined spin">sync</span>
+              <span>Testing...</span>
+              } @else {
+              <span class="material-symbols-outlined">network_check</span>
+              <span>Test Key</span>
+              }
+            </button>
+          </div>
+          
+          @if (ocrSaveMessage()) {
+          <div class="feedback-msg success">
+            <span class="material-symbols-outlined">check_circle</span>
+            <span>{{ ocrSaveMessage() }}</span>
+          </div>
+          }
+          @if (ocrSaveError()) {
+          <div class="feedback-msg error">
+            <span class="material-symbols-outlined">error</span>
+            <span>{{ ocrSaveError() }}</span>
+          </div>
+          }
+        </div>
+      </div>
+      }
+    </div>
+    } @else {
+          <!-- CUSTOM CONFIGURATION & .ENV INSPECTOR (NO OCR HERE) -->
+          <div class="custom-config-inspector">
+
+      <!-- Section 1: Active Model Config (artemis.jsonc) -->
+      <div class="inspector-card">
+        <div class="inspector-card-header">
+          <div class="inspector-header-left">
+            <span class="material-symbols-outlined header-icon">tune</span>
+            <div class="inspector-header-titles">
+              <span class="inspector-title">Active Model Configuration</span>
+              <span class="inspector-subtitle">Defined in
+                <code>{{ modelConfigEnv()?.config_path || 'config/artemis.jsonc' }}</code></span>
+            </div>
+          </div>
+          <div class="inspector-header-actions">
+            <button type="button" class="btn-file-action" title="Copy file path"
+              (click)="copyToClipboard(modelConfigEnv()?.config_path || 'config/artemis.jsonc', 'config_path_btn')"
+            >
+              <span class="material-symbols-outlined" [class.text-emerald]="copiedId() === 'config_path_btn'">
+                {{ copiedId() === 'config_path_btn' ? 'check' : 'content_copy' }}
+              </span>
+              <span>Copy Path</span>
+              </button>
+              <button type="button" class="btn-file-action btn-toggle-code" (click)="toggleFullConfigFile()">
+                <span class="material-symbols-outlined">
+                  {{ showFullConfigFile() ? 'unfold_less' : 'code' }}
+                </span>
+                <span>{{ showFullConfigFile() ? 'Hide JSONC' : 'View JSONC' }}</span>
+            </button>
+          </div>
+          </div>
+          
+          <!-- Model Summary Row -->
+          <div class="inspector-summary-row">
+            <div class="summary-metric">
+              <span class="metric-label">Default Model</span>
+              <div class="metric-val-pill">
+                <span class="provider-dot"></span>
+                <span class="provider-name">{{ modelConfigEnv()?.default_model?.provider || 'google' }}</span>
+                <span class="model-divider">/</span>
+                <span class="model-name">{{ modelConfigEnv()?.default_model?.model || 'gemini-3.7-flash' }}</span>
+              </div>
+            </div>
+          
+            @if (modelConfigEnv()?.default_model?.fallback) {
+            <div class="summary-metric">
+              <span class="metric-label">Fallback Model</span>
+              <div class="metric-val-pill secondary">
+                <span>{{ modelConfigEnv()?.default_model?.fallback?.provider }}/{{
+                  modelConfigEnv()?.default_model?.fallback?.model }}</span>
+              </div>
+            </div>
+            }
+          
+          </div>
+          
+          <!-- Full JSONC Viewer -->
+          @if (showFullConfigFile()) {
+          <div class="jsonc-viewer-box">
+            <pre class="jsonc-code"><code>{{ modelConfigEnv()?.config_content }}</code></pre>
+          </div>
+          }
+          </div>
+
+      <!-- Section 2: Environment API Keys (.env) -->
+      <div class="inspector-card">
+        <div class="inspector-card-header">
+          <div class="inspector-header-left">
+            <span class="material-symbols-outlined header-icon">vpn_key</span>
+            <div class="inspector-header-titles">
+              <span class="inspector-title">Environment Variables & API Keys</span>
+              <span class="inspector-subtitle">Loaded from <code>{{ modelConfigEnv()?.env_path || '.env' }}</code></span>
+            </div>
+          </div>
+      
+          <button type="button" class="btn-file-action" title="Copy file path"
+            (click)="copyToClipboard(modelConfigEnv()?.env_path || '.env', 'env_path_btn')">
+          <span class="material-symbols-outlined" [class.text-emerald]="copiedId() === 'env_path_btn'">
+            {{ copiedId() === 'env_path_btn' ? 'check' : 'content_copy' }}
+          </span>
+          <span>Copy Path</span>
+          </button>
+        </div>
+        
+        <!-- Env Keys Table -->
+        <div class="env-keys-table">
+          @for (envItem of modelConfigEnv()?.env_vars || []; track envItem.name) {
+          <div class="env-key-row" [class.is-configured]="envItem.is_set">
+            <div class="env-name-col">
+              <code class="env-key-name">{{ envItem.name }}</code>
+            </div>
+            <div class="env-status-col">
+              @if (envItem.is_set) {
+              <span class="badge-env-pass">
+                <span class="material-symbols-outlined">check_circle</span>
+                <span>Configured</span>
+                @if (envItem.preview) {
+                <code class="key-preview">({{ envItem.preview }})</code>
+                }
+              </span>
+              } @else {
+              <span class="badge-env-unset">
+                <span class="material-symbols-outlined">radio_button_unchecked</span>
+                <span>Not Set</span>
+              </span>
+              }
+            </div>
+          </div>
+          }
+        </div>
+        </div>
+        
+        </div>
+    }
+    </div>
+    </div>
+
+        <!-- =================================================================== -->
+        <!-- STEP 3: ANDROID DEVICE & EMULATOR CONNECTION                        -->
+        <!-- =================================================================== -->
+        <div class="guide-card" [class.card-pass]="isDeviceReady()" [class.card-warn]="!isDeviceReady()">
+          
+          <div class="guide-card-header">
+            <div class="step-badge" [class.step-pass]="isDeviceReady()">
+              @if (isDeviceReady()) {
+              <span class="material-symbols-outlined step-check-icon">check</span>
+              } @else {
+              <span>3</span>
+              }
+            </div>
+            <div class="step-info">
+              <div class="step-title-row">
+                <h3 class="step-title">Android Device & Emulator Connection</h3>
+              </div>
+              <p class="step-desc">Physical Android phone or local Android Virtual Device (AVD)</p>
+            </div>
+
+            <button
+              type="button"
+              class="btn-restart-adb"
+              [disabled]="isRestartingAdb()"
+              (click)="restartAdbServer()"
+              title="Restart local ADB daemon"
+            >
+              @if (isRestartingAdb()) {
+              <span class="material-symbols-outlined spinning">sync</span>
+              <span>Restarting...</span>
+              } @else if (adbRestartFeedback()) {
+              <span class="material-symbols-outlined feedback-done">check</span>
+              <span class="feedback-text">{{ adbRestartFeedback() }}</span>
+              } @else {
+              <span class="material-symbols-outlined">sync</span>
+              <span>Restart ADB</span>
+              }
+            </button>
+          </div>
+
+          <div class="guide-card-body">
+
+            <!-- STATE A: CONNECTED & READY -->
+            @if (isDeviceReady()) {
+              <div class="connected-device-panel">
+                <div class="device-hero-card">
+                  <div class="device-avatar">
+                    <span class="material-symbols-outlined device-hero-icon">
+                      phone_android
+                    </span>
+                  </div>
+                  <div class="device-hero-details">
+                    <div class="device-hero-name">
+                      {{ activeDevice()?.model || activeDevice()?.serial }}
+                    </div>
+                    <div class="device-hero-meta">
+                      @if (activeDevice()?.is_emulator) {
+                        <span>Virtual Device</span>
+                        <span class="meta-dot">·</span>
+                      }
+                      <span>{{ activeDevice()?.serial }}</span>
+                      @if (activeDevice()?.screen_resolution) {
+                        <span class="meta-dot">·</span>
+                        <span>{{ activeDevice()?.screen_resolution }}</span>
+                      }
+                      @if (activeDevice()?.android_version) {
+                        <span class="meta-dot">·</span>
+                        <span>Android {{ activeDevice()?.android_version }}</span>
+                      }
+                    </div>
+                  </div>
+                  <div class="device-hero-status">
+                    <span class="status-dot dot-pass"></span>
+                    <span class="status-text">Connected</span>
+                  </div>
+                </div>
+
+                <!-- Multi-Device Switcher if multiple devices detected -->
+                @if (connectedDevices().length > 1) {
+                  <div class="multi-device-switcher">
+                    <span class="switcher-label">Select Active Device:</span>
+                    <div class="switcher-chips">
+                      @for (dev of connectedDevices(); track dev.serial) {
+                        <button
+                          type="button"
+                          class="device-chip-btn"
+                          [class.selected]="dev.serial === activeDevice()?.serial"
+                          (click)="selectTargetDevice(dev.serial)"
+                        >
+                          <span class="material-symbols-outlined chip-icon">
+                            phone_android
+                          </span>
+                          <span>{{ dev.model || dev.serial }}</span>
+                          @if (dev.serial === activeDevice()?.serial) {
+                            <span class="active-check">✓ Active</span>
+                          }
+                        </button>
+                      }
+                    </div>
+                  </div>
+                }
+              </div>
+            }
+
+            <!-- STATE B-1: EMULATOR LAUNCHING / DEVICE BOOTING LIVE TRACKER -->
+            @if (isEmulatorLaunching() || (!isDeviceReady() && adbProbe()?.summary === 'Device Booting')) {
+              <div class="emulator-boot-tracker-container">
+                <div class="emulator-boot-tracker-card">
+                  <div class="tracker-header">
+                    <div class="tracker-title-group">
+                      <div class="tracker-icon-box">
+                        <span class="material-symbols-outlined spinning-icon">sync</span>
+                      </div>
+                      <div class="tracker-titles">
+                        <div class="tracker-main-heading">
+                          <h4 class="tracker-title">
+                            Launching Android Emulator: <span class="avd-highlight">{{ emulatorLaunchState()?.avd_name || activeDevice()?.serial || 'Virtual Device' }}</span>
+                          </h4>
+                          <span class="stage-tag-badge">{{ emulatorLaunchState()?.status === 'booting' ? 'OS Booting' : 'Starting' }}</span>
+                        </div>
+                        <p class="tracker-subtitle">{{ emulatorLaunchState()?.stage_message || 'Initializing Android Virtual Device...' }}</p>
+                      </div>
+                    </div>
+                    <div class="tracker-actions">
+                      <button type="button" class="btn-toggle-logs" [class.active]="showLaunchLogs()" (click)="toggleLaunchLogs()">
+                        <span class="material-symbols-outlined">terminal</span>
+                        <span>{{ showLaunchLogs() ? 'Hide Logs' : 'View Boot Logs' }}</span>
+                      </button>
+                      <button type="button" class="btn-stop-emu" (click)="stopEmulator()" title="Terminate emulator process">
+                        <span class="material-symbols-outlined">cancel</span>
+                        <span>Stop</span>
+                      </button>
+                    </div>
+                  </div>
+
+                  <!-- Boot Stepper Progress Flow -->
+                  <div class="boot-stepper">
+                    <div class="step-item" [class.done]="emulatorLaunchState()?.progress_percent! >= 35" [class.active]="emulatorLaunchState()?.status === 'starting'">
+                      <div class="step-circle">
+                        @if (emulatorLaunchState()?.progress_percent! >= 35) {
+                          <span class="material-symbols-outlined check-icon">check</span>
+                        } @else {
+                          <span class="spinner-tiny"></span>
+                        }
+                      </div>
+                      <span class="step-label">1. Process Start</span>
+                    </div>
+
+                    <div class="step-line" [class.done]="emulatorLaunchState()?.progress_percent! >= 35"></div>
+
+                    <div class="step-item" [class.done]="emulatorLaunchState()?.progress_percent! >= 65" [class.active]="emulatorLaunchState()?.status === 'waiting_for_adb'">
+                      <div class="step-circle">
+                        @if (emulatorLaunchState()?.progress_percent! >= 65) {
+                          <span class="material-symbols-outlined check-icon">check</span>
+                        } @else if (emulatorLaunchState()?.status === 'waiting_for_adb') {
+                          <span class="spinner-tiny"></span>
+                        } @else {
+                          <span>2</span>
+                        }
+                      </div>
+                      <span class="step-label">2. ADB Handshake</span>
+                    </div>
+
+                    <div class="step-line" [class.done]="emulatorLaunchState()?.progress_percent! >= 65"></div>
+
+                    <div class="step-item" [class.done]="emulatorLaunchState()?.status === 'ready'" [class.active]="emulatorLaunchState()?.status === 'booting' || adbProbe()?.summary === 'Device Booting'">
+                      <div class="step-circle">
+                        @if (emulatorLaunchState()?.status === 'ready') {
+                          <span class="material-symbols-outlined check-icon">check</span>
+                        } @else if (emulatorLaunchState()?.status === 'booting' || adbProbe()?.summary === 'Device Booting') {
+                          <span class="spinner-tiny"></span>
+                        } @else {
+                          <span>3</span>
+                        }
+                      </div>
+                      <span class="step-label">3. Android OS Boot</span>
+                    </div>
+
+                    <div class="step-line" [class.done]="emulatorLaunchState()?.status === 'ready'"></div>
+
+                    <div class="step-item" [class.done]="emulatorLaunchState()?.status === 'ready'">
+                      <div class="step-circle">
+                        <span class="material-symbols-outlined check-icon">check_circle</span>
+                      </div>
+                      <span class="step-label">4. Ready</span>
+                    </div>
+                  </div>
+
+                  <!-- Animated Progress Bar -->
+                  <div class="progress-bar-container">
+                    <div class="progress-bar-track">
+                      <div class="progress-bar-fill" [style.width.%]="emulatorLaunchState()?.progress_percent || 25"></div>
+                    </div>
+                    <div class="progress-bar-meta">
+                      <span class="progress-percent">{{ emulatorLaunchState()?.progress_percent || 25 }}% Complete</span>
+                      <span class="progress-timer">
+                        <span class="material-symbols-outlined timer-icon">timer</span>
+                        Elapsed: {{ emulatorLaunchState()?.elapsed_seconds || 0 }}s
+                      </span>
+                    </div>
+                  </div>
+
+                  <!-- Helpful Status Notice -->
+                  <div class="boot-tip-banner">
+                    <span class="material-symbols-outlined tip-icon">info</span>
+                    <span>Android virtualization cold boot usually takes 20-45 seconds. Live progress is actively tracked above—please do not click launch repeatedly.</span>
+                  </div>
+
+                  <!-- Expandable Console Log Stream -->
+                  @if (showLaunchLogs()) {
+                    <div class="boot-logs-drawer">
+                      <div class="logs-header">
+                        <div class="logs-header-left">
+                          <span class="material-symbols-outlined">terminal</span>
+                          <span>Emulator Console Stream (stdout / stderr)</span>
+                        </div>
+                        <button type="button" class="btn-copy-logs" (click)="copyToClipboard(emulatorLaunchState()?.logs?.join('\n') || '', 'boot_logs')">
+                          <span class="material-symbols-outlined">{{ copiedId() === 'boot_logs' ? 'check' : 'content_copy' }}</span>
+                          <span>{{ copiedId() === 'boot_logs' ? 'Copied' : 'Copy Logs' }}</span>
+                        </button>
+                      </div>
+                      <pre class="logs-body">@if (emulatorLaunchState()?.logs?.length) {@for (log of emulatorLaunchState()?.logs; track log) {<div class="log-line">{{ log }}</div>}} @else {<div class="log-empty">Waiting for process output...</div>}</pre>
+                    </div>
+                  }
+                </div>
+              </div>
+            }
+
+            <!-- STATE B-2: EMULATOR LAUNCH FAILED DIAGNOSTIC CARD -->
+            @if (!isDeviceReady() && !isEmulatorLaunching() && emulatorLaunchState()?.status === 'failed') {
+              <div class="emulator-failed-container">
+                <div class="emulator-failed-card">
+                  <div class="failed-header">
+                    <div class="failed-header-left">
+                      <div class="failed-icon-box">
+                        <span class="material-symbols-outlined failed-icon">error</span>
+                      </div>
+                      <div class="failed-titles">
+                        <h4 class="failed-title">Emulator Launch Failed</h4>
+                        <p class="failed-desc">{{ emulatorLaunchState()?.error || 'The Android emulator process failed to start or crashed during initialization.' }}</p>
+                      </div>
+                    </div>
+                    <button type="button" class="btn-dismiss-failed" (click)="dismissEmulatorStatus()" title="Dismiss error">
+                      <span class="material-symbols-outlined">close</span>
+                    </button>
+                  </div>
+
+                  @if (emulatorLaunchState()?.logs?.length) {
+                    <div class="failed-logs-box">
+                      <div class="logs-header">
+                        <span>Process Output / Failure Logs:</span>
+                        <button type="button" class="btn-copy-logs" (click)="copyToClipboard(emulatorLaunchState()?.logs?.join('\n') || '', 'fail_logs')">
+                          <span class="material-symbols-outlined">{{ copiedId() === 'fail_logs' ? 'check' : 'content_copy' }}</span>
+                          <span>{{ copiedId() === 'fail_logs' ? 'Copied' : 'Copy Logs' }}</span>
+                        </button>
+                      </div>
+                      <pre class="failed-logs-pre">@for (log of emulatorLaunchState()?.logs; track log) {<div class="log-line">{{ log }}</div>}</pre>
+                    </div>
+                  }
+
+                  <div class="failed-actions-bar">
+                    @if (emulatorLaunchState()?.avd_name) {
+                      <button type="button" class="btn-retry-launch" (click)="launchAvdEmulator(emulatorLaunchState()!.avd_name!)">
+                        <span class="material-symbols-outlined">refresh</span>
+                        <span>Retry Launch ({{ emulatorLaunchState()?.avd_name }})</span>
+                      </button>
+                    }
+                    <button type="button" class="btn-restart-adb-sub" (click)="restartAdbServer()">
+                      <span class="material-symbols-outlined">sync</span>
+                      <span>Restart ADB Server</span>
+                    </button>
+                    <button type="button" class="btn-dismiss-flat" (click)="dismissEmulatorStatus()">
+                      <span>Dismiss</span>
+                    </button>
+                  </div>
+                </div>
+              </div>
+            }
+
+            <!-- STATE B-3: NO DEVICE DETECTED / READY TO CONNECT GUIDE -->
+            @if (!isDeviceReady() && !isEmulatorLaunching() && adbProbe()?.summary !== 'Device Booting' && adbProbe()?.summary !== 'Device Unauthorized' && adbProbe()?.status !== 'fail' && emulatorLaunchState()?.status !== 'failed') {
+              <div class="foolproof-guide-container">
+                <!-- Method Selection Nav Cards -->
+                <div class="connection-methods-nav">
+                  <button
+                    type="button"
+                    class="method-nav-card"
+                    [class.active]="activeAdbGuideTab() === 'emulator'"
+                    (click)="setAdbGuideTab('emulator')"
+                  >
+                    <div class="method-card-left">
+                      <div class="method-icon-box">
+                        <span class="material-symbols-outlined">smartphone</span>
+                      </div>
+                      <div class="method-info">
+                        <div class="method-title-row">
+                          <span class="method-title">Android Emulator</span>
+                          @if (installedAvds().length > 0) {
+                          <span class="method-badge-pill detected">{{ installedAvds().length }} DETECTED</span>
+                          } @else {
+                          <span class="method-badge-pill recommended">RECOMMENDED</span>
+                          }
+                        </div>
+                        <span class="method-desc">Launch local Android Virtual Device</span>
+                      </div>
+                    </div>
+                    <div class="method-card-right">
+                      <span class="radio-indicator" [class.checked]="activeAdbGuideTab() === 'emulator'"></span>
+                    </div>
+                  </button>
+
+                  <button
+                    type="button"
+                    class="method-nav-card"
+                    [class.active]="activeAdbGuideTab() === 'usb'"
+                    (click)="setAdbGuideTab('usb')"
+                  >
+                    <div class="method-card-left">
+                      <div class="method-icon-box">
+                        <span class="material-symbols-outlined">usb</span>
+                      </div>
+                      <div class="method-info">
+                        <div class="method-title-row">
+                          <span class="method-title">USB Cable</span>
+                          <span class="method-badge-pill neutral">4 STEPS</span>
+                        </div>
+                        <span class="method-desc">Connect physical phone via USB</span>
+                      </div>
+                      </div>
+                      <div class="method-card-right">
+                        <span class="radio-indicator" [class.checked]="activeAdbGuideTab() === 'usb'"></span>
+                      </div>
+                  </button>
+
+                  <button
+                    type="button"
+                    class="method-nav-card"
+                    [class.active]="activeAdbGuideTab() === 'wifi'"
+                    (click)="setAdbGuideTab('wifi')"
+                  >
+                    <div class="method-card-left">
+                      <div class="method-icon-box">
+                        <span class="material-symbols-outlined">wifi</span>
+                      </div>
+                      <div class="method-info">
+                        <div class="method-title-row">
+                          <span class="method-title">Wireless ADB</span>
+                          <span class="method-badge-pill info">WI-FI</span>
+                        </div>
+                        <span class="method-desc">Connect over local Wi-Fi</span>
+                      </div>
+                      </div>
+                      <div class="method-card-right">
+                        <span class="radio-indicator" [class.checked]="activeAdbGuideTab() === 'wifi'"></span>
+                      </div>
+                  </button>
+                </div>
+
+                <!-- Method 1: Emulator -->
+                @if (activeAdbGuideTab() === 'emulator') {
+                  <div class="method-details-panel">
+                    
+                    @if (installedAvds().length > 0) {
+                      <div class="avds-section">
+                        <div class="section-header-bar">
+                          <div class="section-title-group">
+                            <span class="material-symbols-outlined header-icon">devices</span>
+                            <span class="section-title">Installed Virtual Devices (AVD)</span>
+                            <span class="count-badge">{{ installedAvds().length }} Available</span>
+                          </div>
+                        </div>
+
+                        <div class="avds-list">
+                          @for (avd of installedAvds(); track avd) {
+                            <div class="avd-card-item">
+                              <div class="avd-item-main">
+                                <div class="avd-avatar">
+                                  <span class="material-symbols-outlined">smartphone</span>
+                                </div>
+                                <div class="avd-meta">
+                                  <div class="avd-heading">
+                                    <span class="avd-name">{{ avd }}</span>
+                                    <span class="avd-type-pill">Virtual Device</span>
+                                  </div>
+                                </div>
+                              </div>
+
+                              <div class="avd-item-actions">
+                                <button
+                                  type="button"
+                                  class="btn-avd-launch"
+                                  [class.launching]="launchingAvd() === avd || (isEmulatorLaunching() && emulatorLaunchState()?.avd_name === avd)"
+                                  [disabled]="isEmulatorLaunching()"
+                                  (click)="launchAvdEmulator(avd)"
+                                  [title]="isEmulatorLaunching() ? 'An emulator is currently launching...' : 'Launch ' + avd"
+                                >
+                                  @if (launchingAvd() === avd || (isEmulatorLaunching() && emulatorLaunchState()?.avd_name === avd)) {
+                                    <span class="spinner-icon"></span>
+                                    <span>{{ emulatorLaunchState()?.status === 'booting' ? 'Booting OS' : 'Starting' }} ({{ emulatorLaunchState()?.elapsed_seconds || 0 }}s)</span>
+                                  } @else {
+                                    <span class="material-symbols-outlined action-icon">play_arrow</span>
+                                    <span>Launch</span>
+                                  }
+                                </button>
+                              </div>
+                            </div>
+                          }
+                        </div>
+                      </div>
+                    } @else {
+                      <div class="emulator-setup-guide-container">
+                        <div class="empty-avd-banner">
+                          <div class="banner-left">
+                            <div class="empty-avd-icon-box">
+                              <span class="material-symbols-outlined">devices_off</span>
+                            </div>
+                            <div class="banner-titles">
+                              <div class="banner-title-row">
+                                <h4 class="empty-title">No Android Virtual Devices (AVD) Detected</h4>
+                                <div class="os-selector-pills">
+                                  <button type="button" class="os-pill" [class.active]="effectiveOs() === 'linux'"
+                                    (click)="setSelectedOs('linux')">Linux</button>
+                                  <button type="button" class="os-pill" [class.active]="effectiveOs() === 'darwin'"
+                                    (click)="setSelectedOs('darwin')">macOS</button>
+                                  <button type="button" class="os-pill" [class.active]="effectiveOs() === 'windows'"
+                                    (click)="setSelectedOs('windows')">Windows</button>
+                                </div>
+                              </div>
+                              <p class="empty-desc">Follow the step-by-step instructions below to install and start an emulator:</p>
+                            </div>
+                          </div>
+
+                          <div class="mode-switch-pills">
+                            <button
+                              type="button"
+                              class="pill-btn"
+                              [class.active]="emulatorSetupMode() === 'studio'"
+                              (click)="setEmulatorSetupMode('studio')"
+                            >
+                              <span class="material-symbols-outlined pill-icon">desktop_windows</span>
+                              <span>Android Studio (GUI)</span>
+                            </button>
+                            <button
+                              type="button"
+                              class="pill-btn"
+                              [class.active]="emulatorSetupMode() === 'cli'"
+                              (click)="setEmulatorSetupMode('cli')"
+                            >
+                              <span class="material-symbols-outlined pill-icon">terminal</span>
+                              <span>Command Line (CLI)</span>
+                            </button>
+                          </div>
+                        </div>
+
+                        <!-- Option 1: Android Studio Guide -->
+                        @if (emulatorSetupMode() === 'studio') {
+                          <div class="steps-flow-grid emu-flow-grid">
+                            <div class="flow-step-card">
+                              <div class="step-card-header">
+                                <span class="step-number-badge">1</span>
+                                <span class="material-symbols-outlined step-card-icon">download</span>
+                              </div>
+                              <div class="step-card-title">Install Android Studio</div>
+                              <div class="step-card-desc">
+                                Download for {{ effectiveOs() === 'darwin' ? 'macOS' : (effectiveOs() === 'windows' ? 'Windows' : 'Linux') }} from <a href="https://developer.android.com/studio" target="_blank" rel="noopener" class="guide-link">developer.android.com/studio</a> and install.
+                              </div>
+                            </div>
+
+                            <div class="flow-step-card">
+                              <div class="step-card-header">
+                                <span class="step-number-badge">2</span>
+                                <span class="material-symbols-outlined step-card-icon">developer_mode</span>
+                              </div>
+                              <div class="step-card-title">Open Device Manager</div>
+                              <div class="step-card-desc">
+                                On Studio welcome screen, open <strong>More Actions &gt; Virtual Device Manager</strong> (or <strong>Tools &gt; Device Manager</strong>).
+                              </div>
+                            </div>
+
+                            <div class="flow-step-card">
+                              <div class="step-card-header">
+                                <span class="step-number-badge">3</span>
+                                <span class="material-symbols-outlined step-card-icon">add_circle</span>
+                              </div>
+                              <div class="step-card-title">Create Virtual Device</div>
+                              <div class="step-card-desc">
+                                Click <strong>Create Device</strong>, choose <strong>Pixel 8</strong>, select <strong>Android 14 (API 34)</strong>, and click <strong>Finish</strong>.
+                              </div>
+                            </div>
+
+                            <div class="flow-step-card">
+                              <div class="step-card-header">
+                                <span class="step-number-badge">4</span>
+                                <span class="material-symbols-outlined step-card-icon">play_arrow</span>
+                              </div>
+                              <div class="step-card-title">Launch Emulator</div>
+                              <div class="step-card-desc">
+                                Click ▶ <strong>Play</strong> in Device Manager. Artemis will detect and connect to it automatically!
+                              </div>
+                            </div>
+                          </div>
+                        }
+
+                        <!-- Option 2: Command Line Guide -->
+                        @if (emulatorSetupMode() === 'cli') {
+                          <div class="cli-steps-list">
+                            <div class="cli-step-item">
+                              <div class="step-badge-num">1</div>
+                              <div class="step-content">
+                                <div class="step-title">{{ emuHypervisorTitle() }}</div>
+                                <p class="step-text">{{ emuHypervisorDesc() }}</p>
+                                <div class="code-box small-box">
+                                  <span class="terminal-prefix">{{ effectiveOs() === 'windows' ? 'PS>' : '$' }}</span>
+                                  <code class="code-text">{{ emuHypervisorCmd() }}</code>
+                                  <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'emu_kvm'"
+                                    (click)="copyToClipboard(emuHypervisorCmd(), 'emu_kvm')">
+                                    <span class="material-symbols-outlined">{{ copiedId() === 'emu_kvm' ? 'check' : 'content_copy' }}</span>
+                                    <span>{{ copiedId() === 'emu_kvm' ? 'Copied!' : 'Copy' }}</span>
+                                  </button>
+                                </div>
+                              </div>
+                            </div>
+
+                            <div class="cli-step-item">
+                              <div class="step-badge-num">2</div>
+                              <div class="step-content">
+                                <div class="step-title">Download Emulator & System Image (API 34)</div>
+                                <p class="step-text">Install Android 14 Google APIs system image using SDK Manager:</p>
+                                <div class="code-box small-box">
+                                  <span class="terminal-prefix">{{ effectiveOs() === 'windows' ? 'PS>' : '$' }}</span>
+                                  <code class="code-text">{{ emuSdkInstallCmd() }}</code>
+                                  <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'emu_sdk'"
+                                    (click)="copyToClipboard(emuSdkInstallCmd(), 'emu_sdk')">
+                                    <span class="material-symbols-outlined">{{ copiedId() === 'emu_sdk' ? 'check' : 'content_copy' }}</span>
+                                    <span>{{ copiedId() === 'emu_sdk' ? 'Copied!' : 'Copy' }}</span>
+                                  </button>
+                                </div>
+                              </div>
+                            </div>
+
+                            <div class="cli-step-item">
+                              <div class="step-badge-num">3</div>
+                              <div class="step-content">
+                                <div class="step-title">Create Virtual Device (Pixel 8 AVD)</div>
+                                <p class="step-text">Initialize a new Android Virtual Device named <code>Pixel_8_API_34</code>:</p>
+                                <div class="code-box small-box">
+                                  <span class="terminal-prefix">{{ effectiveOs() === 'windows' ? 'PS>' : '$' }}</span>
+                                  <code class="code-text">{{ emuCreateAvdCmd() }}</code>
+                                  <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'emu_create'"
+                                    (click)="copyToClipboard(emuCreateAvdCmd(), 'emu_create')">
+                                    <span class="material-symbols-outlined">{{ copiedId() === 'emu_create' ? 'check' : 'content_copy' }}</span>
+                                    <span>{{ copiedId() === 'emu_create' ? 'Copied!' : 'Copy' }}</span>
+                                  </button>
+                                </div>
+                              </div>
+                            </div>
+
+                            <div class="cli-step-item">
+                              <div class="step-badge-num">4</div>
+                              <div class="step-content">
+                                <div class="step-title">Start the Emulator</div>
+                                <p class="step-text">Launch the virtual device (or add <code>-no-window</code> for headless execution):</p>
+                                <div class="code-box small-box">
+                                  <span class="terminal-prefix">{{ effectiveOs() === 'windows' ? 'PS>' : '$' }}</span>
+                                  <code class="code-text">emulator -avd Pixel_8_API_34 -no-boot-anim</code>
+                                  <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'emu_run'"
+                                    (click)="copyToClipboard('emulator -avd Pixel_8_API_34 -no-boot-anim', 'emu_run')">
+                                    <span class="material-symbols-outlined">{{ copiedId() === 'emu_run' ? 'check' : 'content_copy' }}</span>
+                                    <span>{{ copiedId() === 'emu_run' ? 'Copied!' : 'Copy' }}</span>
+                                  </button>
+                                </div>
+                              </div>
+                            </div>
+                          </div>
+                        }
+                      </div>
+                    }
+
+                  </div>
+                }
+
+                <!-- Method 2: Physical Phone via USB -->
+                @if (activeAdbGuideTab() === 'usb') {
+                  <div class="method-details-panel">
+                    <div class="usb-guide-intro">
+                      <span class="material-symbols-outlined intro-icon">cable</span>
+                      <span>Connect your Android phone via USB cable and enable USB Debugging:</span>
+                    </div>
+
+                    <div class="steps-flow-grid">
+                      <div class="flow-step-card">
+                        <div class="step-card-header">
+                          <span class="step-number-badge">1</span>
+                          <span class="material-symbols-outlined step-card-icon">usb</span>
+                        </div>
+                        <div class="step-card-title">Connect USB Cable</div>
+                        <div class="step-card-desc">Plug your Android phone into this computer with a data cable.</div>
+                      </div>
+
+                      <div class="flow-step-card">
+                        <div class="step-card-header">
+                          <span class="step-number-badge">2</span>
+                          <span class="material-symbols-outlined step-card-icon">touch_app</span>
+                        </div>
+                        <div class="step-card-title">Enable Developer Options</div>
+                        <div class="step-card-desc">In phone <strong>Settings > About Phone</strong>, tap <strong>Build Number</strong> 7
+                          times.</div>
+                      </div>
+
+                      <div class="flow-step-card">
+                        <div class="step-card-header">
+                          <span class="step-number-badge">3</span>
+                          <span class="material-symbols-outlined step-card-icon">toggle_on</span>
+                        </div>
+                        <div class="step-card-title">Enable USB Debugging</div>
+                        <div class="step-card-desc">In <strong>Settings > Developer Options</strong>, turn <strong>USB Debugging</strong> ON.
+                        </div>
+                      </div>
+
+                      <div class="flow-step-card">
+                        <div class="step-card-header">
+                          <span class="step-number-badge">4</span>
+                          <span class="material-symbols-outlined step-card-icon">verified_user</span>
+                        </div>
+                        <div class="step-card-title">Authorize Computer</div>
+                        <div class="step-card-desc">Check <strong>"Always allow"</strong> and tap <strong>Allow</strong> on the phone prompt.
+                        </div>
+                      </div>
+                    </div>
+                  </div>
+                }
+
+                <!-- Method 3: Wireless ADB -->
+                @if (activeAdbGuideTab() === 'wifi') {
+                  <div class="method-details-panel">
+                    <div class="wifi-guide-intro">
+                      <span class="material-symbols-outlined intro-icon">wifi</span>
+                      <span>Connect your phone and computer on the same Wi-Fi network:</span>
+                    </div>
+                  
+                    <!-- Interactive Wi-Fi Connection Generator Box -->
+                    <div class="wifi-interactive-box">
+                      <div class="wifi-form-row">
+                        <div class="wifi-input-col ip-col">
+                          <label class="wifi-label">Device IP Address</label>
+                          <div class="wifi-input-wrap">
+                            <span class="material-symbols-outlined wrap-icon">router</span>
+                            <input type="text" class="wifi-input" [ngModel]="wifiHost()" (ngModelChange)="wifiHost.set($event)"
+                              placeholder="e.g. 192.168.1.108" spellcheck="false" />
+                          </div>
+                        </div>
+                  
+                        <div class="wifi-input-col port-col">
+                          <label class="wifi-label">Port</label>
+                          <div class="wifi-input-wrap">
+                            <span class="material-symbols-outlined wrap-icon">tag</span>
+                            <input type="text" class="wifi-input" [ngModel]="wifiPort()" (ngModelChange)="wifiPort.set($event)"
+                              placeholder="5555" spellcheck="false" />
+                          </div>
+                        </div>
+                  
+                        <div class="wifi-btn-col">
+                          <button type="button" class="btn-wifi-connect" [disabled]="isConnectingWifi() || !wifiHost().trim()"
+                            (click)="connectWifiDevice()">
+                            @if (isConnectingWifi()) {
+                            <span class="material-symbols-outlined spinning">sync</span>
+                            <span>Connecting...</span>
+                            } @else {
+                            <span class="material-symbols-outlined">bolt</span>
+                            <span>Connect</span>
+                            }
+                          </button>
+                        </div>
+                        </div>
+                        
+                        @if (wifiConnectMessage()) {
+                        <div class="wifi-status-alert success">
+                          <span class="material-symbols-outlined">check_circle</span>
+                          <span>{{ wifiConnectMessage() }}</span>
+                        </div>
+                        }
+                        @if (wifiConnectError()) {
+                        <div class="wifi-status-alert error">
+                          <span class="material-symbols-outlined">error</span>
+                          <span>{{ wifiConnectError() }}</span>
+                        </div>
+                        }
+                    </div>
+                  <div class="info-callout-box">
+                    <span class="material-symbols-outlined callout-icon">help_outline</span>
+                    <div class="callout-text">
+                      Find IP & port in phone <strong>Settings > Developer Options > Wireless Debugging</strong>.
+                      </div>
+                    </div>
+                  </div>
+                }
+
+              </div>
+            }
+
+            <!-- STATE C: UNAUTHORIZED DEVICE -->
+            @if (adbProbe()?.status === 'warn' && adbProbe()?.summary === 'Device Unauthorized') {
+              <div class="unauthorized-panel">
+                <div class="unauthorized-card">
+                  <span class="material-symbols-outlined alert-icon">screen_lock_portrait</span>
+                  <div class="unauth-details">
+                    <div class="unauth-title">USB Debugging Authorization Pending</div>
+                    <div class="unauth-desc">
+                      Your Android device was detected, but it requires authorization. Please unlock your phone screen and tap <strong>"Allow USB Debugging"</strong>.
+                    </div>
+                  </div>
+                  <button type="button" class="btn-retry-auth" (click)="restartAdbServer()">
+                    <span class="material-symbols-outlined">refresh</span>
+                    <span>Restart ADB & Check</span>
+                  </button>
+                </div>
+              </div>
+            }
+
+            <!-- STATE D: ADB MISSING -->
+            @if (adbProbe()?.status === 'fail') {
+              <div class="adb-missing-panel">
+                <div class="error-msg-box">
+                  <span class="material-symbols-outlined err-icon">error</span>
+                  <div>
+                    <strong>Android Platform Tools (adb) not found.</strong> Please install ADB on your operating system:
+                  </div>
+                </div>
+
+                <div class="install-commands-row">
+                  <div class="install-card" [class.highlight-os]="effectiveOs() === 'linux'">
+                    <div class="install-os">
+                      <span>Linux (Ubuntu / Debian)</span>
+                      @if (effectiveOs() === 'linux') {
+                      <span class="detected-badge">Detected</span>
+                      }
+                    </div>
+                    <div class="code-box small-box">
+                      <span class="terminal-prefix">$</span>
+                      <code class="code-text">sudo apt-get install -y adb</code>
+                      <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'linux_adb'"
+                        (click)="copyToClipboard('sudo apt-get install -y adb', 'linux_adb')">
+                        <span class="material-symbols-outlined">{{ copiedId() === 'linux_adb' ? 'check' : 'content_copy' }}</span>
+                        <span>{{ copiedId() === 'linux_adb' ? 'Copied!' : 'Copy' }}</span>
+                      </button>
+                    </div>
+                  </div>
+
+                  <div class="install-card" [class.highlight-os]="effectiveOs() === 'darwin'">
+                    <div class="install-os">
+                      <span>macOS (Homebrew)</span>
+                      @if (effectiveOs() === 'darwin') {
+                      <span class="detected-badge">Detected</span>
+                      }
+                    </div>
+                    <div class="code-box small-box">
+                      <span class="terminal-prefix">$</span>
+                      <code class="code-text">brew install android-platform-tools</code>
+                      <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'mac_adb'"
+                        (click)="copyToClipboard('brew install android-platform-tools', 'mac_adb')">
+                        <span class="material-symbols-outlined">{{ copiedId() === 'mac_adb' ? 'check' : 'content_copy' }}</span>
+                        <span>{{ copiedId() === 'mac_adb' ? 'Copied!' : 'Copy' }}</span>
+                      </button>
+                    </div>
+                  </div>
+
+                  <div class="install-card" [class.highlight-os]="effectiveOs() === 'windows'">
+                    <div class="install-os">
+                      <span>Windows (WinGet)</span>
+                      @if (effectiveOs() === 'windows') {
+                      <span class="detected-badge">Detected</span>
+                      }
+                    </div>
+                    <div class="code-box small-box">
+                      <span class="terminal-prefix">></span>
+                      <code class="code-text">winget install Google.PlatformTools</code>
+                      <button type="button" class="btn-copy-code" [class.copied]="copiedId() === 'win_adb'"
+                        (click)="copyToClipboard('winget install Google.PlatformTools', 'win_adb')">
+                        <span class="material-symbols-outlined">{{ copiedId() === 'win_adb' ? 'check' : 'content_copy' }}</span>
+                        <span>{{ copiedId() === 'win_adb' ? 'Copied!' : 'Copy' }}</span>
+                      </button>
+                    </div>
+                  </div>
+                </div>
+              </div>
+            }
+
+          </div>
+        </div>
+
+        <!-- Ready Banner Footer: Direct One-Click Launch -->
+        @if (isReady()) {
+          <div class="ready-banner-footer">
+            <div class="ready-banner-left">
+              <div class="step-badge step-pass">
+                <span class="material-symbols-outlined step-check-icon">check</span>
+              </div>
+              <div class="ready-text-group">
+                <h4 class="ready-title">System Ready for Autonomous Tasks</h4>
+                <p class="ready-desc">All dependencies, AI model credentials, and Android device are verified and ready to run.</p>
+              </div>
+            </div>
+            <button type="button" class="btn-proceed-launch" (click)="setTab('launcher')">
+              <span>Launch Autonomous Task</span>
+              <span class="material-symbols-outlined rocket-icon">rocket_launch</span>
+            </button>
+          </div>
+        }
+
+      </section>
+    }
+
+    <!-- ========================================================================= -->
+    <!-- VIEW 2: TASK EXECUTION LAUNCHER (UNIFIED SCULPTURED COMPOSER)            -->
+    <!-- ========================================================================= -->
+    @if (activeTab() === 'launcher') {
+      <section class="task-launcher-view">
+
+        <!-- Prerequisites Drop Alert if any blocker probe is not passing -->
+        @if (!isReady()) {
+          <div class="launcher-warning-bar" (click)="setTab('diagnostics')">
+            <span class="material-symbols-outlined warn-icon">warning</span>
+            <span>Prerequisites incomplete: runtime, credentials, or Android device is not ready. Click here to open Setup Guide.</span>
+            <span class="material-symbols-outlined arrow">arrow_forward</span>
+          </div>
+        }
+
+        <!-- Unified Intelligent Composer Surface (Apple / Linear / Claude Grade) -->
+        <div class="composer-card" [class.is-pro-active]="selectedProfile() === 'pro'">
+          
+          <!-- Smart Intent Recommendation Strip (if detected) -->
+          @if (showIntentSuggestion()) {
+            <div class="intent-suggestion-strip">
+              <div class="suggestion-left">
+                <span class="material-symbols-outlined sparkle-icon">auto_awesome</span>
+                <span class="suggestion-text">
+                  Continuous monitoring or complex task detected. Recommended: <strong>Pro Mode</strong>
+                </span>
+              </div>
+              <button type="button" class="btn-switch-pro" (click)="setProfile('pro')">
+                <span>Switch to Pro</span>
+                <span class="material-symbols-outlined btn-arrow">arrow_forward</span>
+              </button>
+            </div>
+          }
+
+          <!-- Borderless Seamless Textarea Input Area -->
+          <div class="composer-input-area">
+            <textarea
+              id="task-input-field"
+              class="composer-textarea"
+              rows="3"
+              [(ngModel)]="taskGoal"
+              [disabled]="isSubmitting()"
+              placeholder="Describe what you want to achieve on your phone (e.g. Open Gmail and search for latest emails)..."
+              (keydown.control.enter)="runTask()"
+              (keydown.meta.enter)="runTask()"
+            ></textarea>
+          </div>
+
+          <!-- Contextual Model Descriptor Strip (Clean & Unified for Flash & Pro) -->
+          <div class="composer-model-descriptor" [class.is-pro]="selectedProfile() === 'pro'">
+            <div class="descriptor-icon-wrap">
+              <span class="material-symbols-outlined">{{ selectedProfile() === 'flash' ? 'bolt' : 'psychology' }}</span>
+            </div>
+            <div class="descriptor-body">
+              @if (selectedProfile() === 'flash') {
+                <p class="desc-line">
+                  <span class="mode-name">Flash</span>
+                  <span class="bullet">·</span>
+                  <span>Token-efficient, rapid <strong>3–5s/step</strong> reactive decisions. Best for routine daily tasks within <strong>25 steps</strong>.</span>
+                  <span class="limitation-tag">(No long-term monitoring or video analysis)</span>
+                </p>
+              } @else {
+                <p class="desc-line">
+                  <span class="mode-name">Pro</span>
+                  <span class="bullet">·</span>
+                  <span>Our most powerful agent architecture. Handles <strong>100+ step</strong> workflows and direct phone state monitoring (<strong>20–40s</strong> / step).</span>
+                </p>
+              }
+            </div>
+          </div>
+
+          <!-- Error Banner if any -->
+          @if (errorMessage()) {
+            <div class="error-banner">
+              <span class="material-symbols-outlined error-icon">error</span>
+              <span>{{ errorMessage() }}</span>
+            </div>
+          }
+
+          <!-- Composer Bottom Action Bar -->
+          <div class="composer-action-bar">
+            <div class="bar-left">
+              <!-- Frosted Glass Model Toggle Capsule -->
+              <div class="model-toggle-capsule">
+                <button
+                  type="button"
+                  class="model-toggle-btn btn-flash"
+                  [class.active]="selectedProfile() === 'flash'"
+                  (click)="setProfile('flash')"
+                >
+                  <span class="material-symbols-outlined btn-icon">bolt</span>
+                  <span class="btn-text">Flash</span>
+                </button>
+                <button
+                  type="button"
+                  class="model-toggle-btn btn-pro"
+                  [class.active]="selectedProfile() === 'pro'"
+                  (click)="setProfile('pro')"
+                >
+                  <span class="material-symbols-outlined btn-icon">psychology</span>
+                  <span class="btn-text">Pro</span>
+                </button>
+              </div>
+            </div>
+
+            <div class="bar-right">
+              @if (taskGoal().length > 0) {
+                <span class="char-count">{{ taskGoal().length }} chars</span>
+              }
+
+              <!-- Run Button -->
+              <button
+                type="button"
+                class="btn-run-composer"
+                [class.btn-run-pro]="selectedProfile() === 'pro'"
+                [disabled]="!taskGoal().trim() || isSubmitting()"
+                (click)="runTask()"
+              >
+                @if (isSubmitting()) {
+                  <span class="spinner"></span><span>Starting...</span>
+                } @else {
+                  <span class="material-symbols-outlined run-icon">play_arrow</span><span>Run Task</span>
+                }
+              </button>
+            </div>
+          </div>
+        </div>
+
+        <!-- Pro Mode Standalone Expected Output Card (Clean & Minimalist) -->
+        @if (selectedProfile() === 'pro') {
+          <div class="pro-outputter-standalone-card">
+            <div class="outputter-card-header">
+              <span class="outputter-title">Expected Output</span>
+              <span class="outputter-optional-tag">(Optional)</span>
+            </div>
+
+            <div class="outputter-input-wrapper">
+              <input
+                type="text"
+                class="outputter-standalone-input"
+                [ngModel]="expectedOutput()"
+                (ngModelChange)="expectedOutput.set($event)"
+                placeholder="Specify expected output or schema (e.g. 'Extract SMS verification code as JSON' or 'Summary of discounts and total price')..."
+                spellcheck="false"
+              />
+              @if (expectedOutput().trim()) {
+                <button
+                  type="button"
+                  class="btn-clear-standalone"
+                  (click)="expectedOutput.set('')"
+                  title="Clear expected output"
+                >
+                  <span class="material-symbols-outlined">close</span>
+                </button>
+              }
+            </div>
+          </div>
+        }
+
+        <!-- Recommended Tasks Hub (Clean & Direct) -->
+        <div class="smart-suggestions-container">
+          <!-- Header Bar: Clean Category Tabs & Shuffle -->
+          <div class="suggestions-header-bar">
+            <div class="header-left">
+              <div class="section-label">
+                <span class="material-symbols-outlined section-icon">auto_awesome</span>
+                <span class="label-text">Recommended Tasks</span>
+              </div>
+
+              <!-- Filter Tabs -->
+              <div class="category-tabs-group">
+                <button
+                  type="button"
+                  class="cat-tab-btn"
+                  [class.active]="selectedCategory() === 'all'"
+                  (click)="setCategory('all')"
+                >
+                  <span>All</span>
+                </button>
+
+                <button
+                  type="button"
+                  class="cat-tab-btn cat-flash"
+                  [class.active]="selectedCategory() === 'flash'"
+                  (click)="setCategory('flash')"
+                >
+                  <span class="material-symbols-outlined tab-mini-icon">bolt</span>
+                  <span>Flash</span>
+                </button>
+
+                <button
+                  type="button"
+                  class="cat-tab-btn cat-pro"
+                  [class.active]="selectedCategory() === 'pro'"
+                  (click)="setCategory('pro')"
+                >
+                  <span class="material-symbols-outlined tab-mini-icon">psychology</span>
+                  <span>Pro</span>
+                </button>
+
+                <button
+                  type="button"
+                  class="cat-tab-btn"
+                  [class.active]="selectedCategory() === 'cross_app'"
+                  (click)="setCategory('cross_app')"
+                >
+                  <span class="material-symbols-outlined tab-mini-icon">sync_alt</span>
+                  <span>Multi-App</span>
+                </button>
+
+                <button
+                  type="button"
+                  class="cat-tab-btn"
+                  [class.active]="selectedCategory() === 'monitor'"
+                  (click)="setCategory('monitor')"
+                >
+                  <span class="material-symbols-outlined tab-mini-icon">monitoring</span>
+                  <span>Monitor</span>
+                </button>
+              </div>
+            </div>
+
+            <div class="header-right">
+              <button type="button" class="btn-shuffle-suggestions" (click)="shuffleSuggestions()" title="Discover more tasks">
+                <span class="material-symbols-outlined shuffle-icon">shuffle</span>
+                <span>Shuffle</span>
+              </button>
+            </div>
+          </div>
+
+          <!-- Suggestions Grid -->
+          <div class="suggestions-cards-grid">
+            @for (item of filteredSuggestions(); track item.id) {
+              <div
+                class="suggestion-card"
+                [class.is-pro-card]="item.profile === 'pro'"
+                [class.is-flash-card]="item.profile === 'flash'"
+                (click)="applySuggestion(item)"
+              >
+                <!-- Top Row: App Icon + Name + Mode Badge -->
+                <div class="card-top-row">
+                  <div class="app-icons-cluster">
+                    @for (app of item.apps; track app.name) {
+                      <div class="app-icon-badge" [title]="app.name">
+                        <span class="material-symbols-outlined">{{ app.icon }}</span>
+                      </div>
+                    }
+                    <span class="app-names-label">{{ getAppNamesDisplay(item.apps) }}</span>
+                  </div>
+
+                  <span class="mode-badge" [class.mode-pro]="item.profile === 'pro'" [class.mode-flash]="item.profile === 'flash'">
+                    {{ item.profile === 'pro' ? 'Pro' : 'Flash' }}
+                  </span>
+                </div>
+
+                <!-- Middle Content: Title + Description -->
+                <div class="card-body">
+                  <h4 class="card-title">{{ item.title }}</h4>
+                  <p class="card-desc">{{ item.description }}</p>
+                </div>
+
+                <!-- Bottom Footer Row: Tag & Action -->
+                <div class="card-footer-row">
+                  <span class="tag-pill">{{ item.tag }}</span>
+                  <div class="use-prompt-action">
+                    <span>Use</span>
+                    <span class="material-symbols-outlined action-arrow">arrow_forward</span>
+                  </div>
+                </div>
+              </div>
+            }
+          </div>
+        </div>
+
+
+      </section>
+    }
+
+  </main>
+</div>
diff --git a/apps/showcase_ui/src/app/pages/home/home.component.scss b/apps/showcase_ui/src/app/pages/home/home.component.scss
new file mode 100644
index 0000000..424a4df
--- /dev/null
+++ b/apps/showcase_ui/src/app/pages/home/home.component.scss
@@ -0,0 +1,4357 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+// =============================================================================
+// DESIGN SYSTEM TOKENS & TYPOGRAPHY (Aligned with Workspace Minimalism)
+// =============================================================================
+$font-sans: 'Google Sans Text', 'Google Sans', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif;
+$font-mono: 'JetBrains Mono', 'Fira Code', 'Roboto Mono', 'SFMono-Regular', Consolas, monospace;
+
+// Surfaces & Backgrounds
+$bg-base: #f8f9fa;
+$card-bg: #ffffff;
+$card-border: #e2e8f0;
+$card-border-hover: #cbd5e1;
+$card-shadow: 0 1px 3px rgba(0, 0, 0, 0.03), 0 4px 12px rgba(0, 0, 0, 0.02);
+
+// Brand & Semantic Colors
+$primary: #1a73e8;
+$primary-dark: #1557b0;
+$primary-light: #eff6ff;
+$primary-border: #bfdbfe;
+
+$emerald: #059669;
+$emerald-dark: #047857;
+$emerald-light: #ecfdf5;
+$emerald-border: #a7f3d0;
+
+$amber: #d97706;
+$amber-dark: #b45309;
+$amber-light: #fffbeb;
+$amber-border: #fde68a;
+
+$rose: #dc2626;
+$rose-dark: #b91c1c;
+$rose-light: #fef2f2;
+$rose-border: #fecaca;
+
+// Neutral Text Scale
+$text-main: #0f172a;
+$text-secondary: #475569;
+$text-muted: #64748b;
+$text-light: #94a3b8;
+
+// =============================================================================
+// FROSTED GLASS (GLASSMORPHISM) MIXINS
+// =============================================================================
+@mixin glass-surface($opacity: 0.72, $blur: 16px) {
+  background: rgba(255, 255, 255, $opacity);
+  backdrop-filter: blur($blur) saturate(180%);
+  -webkit-backdrop-filter: blur($blur) saturate(180%);
+}
+
+@mixin glass-primary-btn {
+  background: linear-gradient(135deg, rgba(26, 115, 232, 0.92) 0%, rgba(37, 99, 235, 0.85) 100%);
+  backdrop-filter: blur(16px) saturate(180%);
+  -webkit-backdrop-filter: blur(16px) saturate(180%);
+  border: 1px solid rgba(255, 255, 255, 0.28);
+  box-shadow: 0 4px 14px rgba(26, 115, 232, 0.32), inset 0 1px 1px rgba(255, 255, 255, 0.45);
+  color: #ffffff !important;
+  transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+
+  span, .material-symbols-outlined, .run-icon, .action-icon {
+    color: #ffffff !important;
+  }
+
+  &:hover:not(:disabled) {
+    background: linear-gradient(135deg, rgba(26, 115, 232, 1) 0%, rgba(37, 99, 235, 0.95) 100%);
+    box-shadow: 0 6px 20px rgba(26, 115, 232, 0.42), inset 0 1px 1px rgba(255, 255, 255, 0.6);
+    transform: translateY(-1px);
+  }
+
+  &:active:not(:disabled) {
+    transform: scale(0.97) translateY(0);
+    box-shadow: 0 2px 8px rgba(26, 115, 232, 0.35);
+  }
+
+  &:disabled {
+    background: rgba(148, 163, 184, 0.5);
+    backdrop-filter: blur(10px);
+    -webkit-backdrop-filter: blur(10px);
+    border: 1px solid rgba(255, 255, 255, 0.2);
+    box-shadow: none;
+    opacity: 0.65;
+    cursor: not-allowed;
+    transform: none;
+  }
+}
+
+@mixin glass-secondary-btn {
+  background: rgba(255, 255, 255, 0.72);
+  backdrop-filter: blur(14px) saturate(180%);
+  -webkit-backdrop-filter: blur(14px) saturate(180%);
+  border: 1px solid rgba(226, 232, 240, 0.88);
+  box-shadow: 0 2px 8px -1px rgba(15, 23, 42, 0.05), inset 0 1px 1px rgba(255, 255, 255, 0.95);
+  color: $text-secondary;
+  transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+
+  &:hover:not(:disabled) {
+    background: rgba(255, 255, 255, 0.92);
+    border-color: rgba(191, 219, 254, 0.95);
+    color: $primary;
+    box-shadow: 0 4px 12px -2px rgba(15, 23, 42, 0.08), inset 0 1px 1px rgba(255, 255, 255, 1);
+    transform: translateY(-0.5px);
+
+    .material-symbols-outlined:not(.feedback-done) {
+      color: $primary;
+    }
+  }
+
+  &:active:not(:disabled) {
+    transform: scale(0.97);
+  }
+
+  &:disabled {
+    opacity: 0.55;
+    cursor: not-allowed;
+    transform: none;
+  }
+}
+
+:host {
+  display: block;
+  min-height: 100vh;
+  width: 100%;
+  background-color: $bg-base;
+  font-family: $font-sans;
+  color: $text-main;
+  box-sizing: border-box;
+  -webkit-font-smoothing: antialiased;
+}
+
+*, *::before, *::after {
+  box-sizing: border-box;
+}
+
+.home-container {
+  position: relative;
+  min-height: 100vh;
+  display: flex;
+  flex-direction: column;
+  background-color: $bg-base;
+  overflow-x: hidden;
+
+  /* Dynamic Ambient Background with Intelligent Glow */
+  .aurora-background {
+    display: block;
+    position: fixed;
+    top: 0;
+    left: 0;
+    width: 100vw;
+    height: 100vh;
+    pointer-events: none;
+    z-index: 1;
+    overflow: hidden;
+    opacity: 0.9;
+    transition: opacity 0.8s ease;
+
+    .glow {
+      position: absolute;
+      border-radius: 50%;
+      filter: blur(90px);
+      transform: translate3d(0, 0, 0);
+      will-change: transform, opacity;
+      pointer-events: none;
+    }
+
+    .glow-1 {
+      top: -140px;
+      left: 10%;
+      width: 520px;
+      height: 520px;
+      background: radial-gradient(circle, rgba(59, 130, 246, 0.12) 0%, rgba(99, 102, 241, 0.04) 55%, transparent 75%);
+      animation: floatGlow1 22s ease-in-out infinite alternate;
+    }
+
+    .glow-2 {
+      top: -100px;
+      right: 12%;
+      width: 560px;
+      height: 560px;
+      background: radial-gradient(circle, rgba(147, 51, 234, 0.08) 0%, rgba(219, 39, 119, 0.03) 55%, transparent 75%);
+      animation: floatGlow2 26s ease-in-out infinite alternate;
+    }
+
+    .glow-3 {
+      top: 280px;
+      left: 30%;
+      width: 460px;
+      height: 460px;
+      background: radial-gradient(circle, rgba(6, 182, 212, 0.08) 0%, rgba(59, 130, 246, 0.03) 55%, transparent 75%);
+      animation: floatGlow3 20s ease-in-out infinite alternate;
+    }
+
+    .glow-pending {
+      top: -120px;
+      left: 15%;
+      right: 15%;
+      margin: 0 auto;
+      width: 720px;
+      height: 520px;
+      background: radial-gradient(circle, rgba(245, 158, 11, 0.09) 0%, rgba(217, 119, 6, 0.035) 45%, transparent 75%);
+      opacity: 0;
+      filter: blur(100px);
+      transition: opacity 0.8s cubic-bezier(0.4, 0, 0.2, 1);
+      animation: readyPulseGlow 9s ease-in-out infinite alternate;
+      pointer-events: none;
+    }
+
+    .glow-ready {
+      top: -120px;
+      left: 15%;
+      right: 15%;
+      margin: 0 auto;
+      width: 700px;
+      height: 520px;
+      background: radial-gradient(circle, rgba(16, 185, 129, 0.14) 0%, rgba(6, 182, 212, 0.08) 45%, transparent 75%);
+      opacity: 0;
+      filter: blur(100px);
+      transition: opacity 1s cubic-bezier(0.4, 0, 0.2, 1);
+      animation: readyPulseGlow 7s ease-in-out infinite alternate;
+      pointer-events: none;
+    }
+
+    .glow-pro {
+      top: -100px;
+      left: 20%;
+      right: 20%;
+      margin: 0 auto;
+      width: 680px;
+      height: 520px;
+      background: radial-gradient(circle, rgba(99, 102, 241, 0.18) 0%, rgba(147, 51, 234, 0.08) 45%, transparent 75%);
+      opacity: 0;
+      filter: blur(95px);
+      transition: opacity 0.8s cubic-bezier(0.4, 0, 0.2, 1);
+      pointer-events: none;
+    }
+  }
+
+  &.system-pending {
+    .aurora-background {
+      .glow-pending {
+        opacity: 1;
+      }
+      .glow-1 {
+        background: radial-gradient(circle, rgba(245, 158, 11, 0.07) 0%, rgba(99, 102, 241, 0.03) 55%, transparent 75%);
+      }
+    }
+  }
+
+  &.system-ready {
+    .aurora-background {
+      .glow-pending {
+        opacity: 0;
+      }
+      .glow-ready {
+        opacity: 1;
+      }
+      .glow-1 {
+        background: radial-gradient(circle, rgba(16, 185, 129, 0.10) 0%, rgba(59, 130, 246, 0.05) 55%, transparent 75%);
+      }
+    }
+  }
+
+  &.pro-theme-active {
+    .aurora-background {
+      .glow-pro {
+        opacity: 1;
+      }
+      .glow-ready {
+        opacity: 0.35;
+      }
+    }
+  }
+
+  /* ========================================================================= */
+  /* MAIN CONTENT LAYOUT                                                       */
+  /* ========================================================================= */
+  .home-content {
+    position: relative;
+    z-index: 5;
+    max-width: 960px;
+    width: 100%;
+    margin: 0 auto;
+    padding: 36px 24px 60px;
+    display: flex;
+    flex-direction: column;
+    gap: 18px;
+
+    /* Hero Section (Modern Linear / Claude Style) */
+    .hero-section {
+      text-align: center;
+      padding: 16px 0 6px;
+      margin: 0;
+
+      .hero-title {
+        font-family: 'Outfit', 'Google Sans', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+        font-size: 32px;
+        font-weight: 600;
+        letter-spacing: -0.035em;
+        line-height: 1.2;
+        color: #0f172a;
+        margin: 0;
+      }
+
+      .hero-subtitle {
+        font-size: 14.5px;
+        color: #64748b;
+        font-weight: 400;
+        margin: 8px 0 0;
+        letter-spacing: -0.01em;
+      }
+    }
+
+    /* Top Mode Stepper Tabs Switcher (Frosted Glass Segmented Control) */
+    /* Top Mode Stepper Tabs Switcher (Frosted Glass Segmented Control matching top-left nav) */
+    .mode-tabs-container {
+      display: flex;
+      justify-content: center;
+      margin-bottom: 6px;
+
+      .mode-tabs {
+        display: grid;
+        grid-template-columns: 1fr 1fr;
+        width: 100%;
+        max-width: 520px;
+        box-sizing: border-box;
+        background: rgba(255, 255, 255, 0.72);
+        backdrop-filter: blur(16px) saturate(180%);
+        -webkit-backdrop-filter: blur(16px) saturate(180%);
+        padding: 3px;
+        border-radius: 9999px;
+        border: 1px solid rgba(226, 232, 240, 0.85);
+        gap: 3px;
+        box-shadow: 0 2px 8px -1px rgba(15, 23, 42, 0.06), 0 1px 2px rgba(0, 0, 0, 0.02), inset 0 1px 1px rgba(255, 255, 255, 0.9);
+        user-select: none;
+        font-family: 'Google Sans', 'Google Sans Text', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+        transition: all 0.25s cubic-bezier(0.4, 0, 0.2, 1);
+
+        &:hover {
+          background: rgba(255, 255, 255, 0.85);
+          box-shadow: 0 4px 14px -2px rgba(15, 23, 42, 0.08), 0 2px 4px rgba(0, 0, 0, 0.02), inset 0 1px 1px rgba(255, 255, 255, 1);
+          border-color: rgba(203, 213, 225, 0.9);
+        }
+
+        .mode-tab-btn {
+          display: inline-flex;
+          align-items: center;
+          justify-content: center;
+          gap: 7px;
+          height: 32px;
+          padding: 0 14px;
+          box-sizing: border-box;
+          border: none;
+          background: transparent;
+          border-radius: 9999px;
+          cursor: pointer;
+          font-family: inherit;
+          font-size: 13px;
+          font-weight: 600;
+          color: #475569;
+          line-height: 1;
+          transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+          outline: none;
+          white-space: nowrap;
+
+          .tab-icon {
+            font-size: 16px;
+            width: 16px;
+            height: 16px;
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            color: #64748b;
+            transition: color 0.15s ease, transform 0.15s ease;
+
+            &.icon-ready {
+              color: #059669;
+            }
+
+            &.icon-locked {
+              color: #94a3b8;
+              font-size: 15px;
+            }
+          }
+
+          .tab-label {
+            color: #475569;
+            transition: color 0.15s ease;
+          }
+
+          &:hover:not(.active) {
+            background: rgba(255, 255, 255, 0.7);
+            color: #0f172a;
+
+            .tab-icon {
+              color: #1e293b;
+
+              &.icon-ready {
+                color: #059669;
+              }
+            }
+            .tab-label {
+              color: #0f172a;
+            }
+          }
+
+          &.active {
+            background: #ffffff !important;
+            color: #0f172a !important;
+            font-weight: 700;
+            box-shadow: 0 2px 8px -1px rgba(15, 23, 42, 0.08), 0 1px 2px rgba(0, 0, 0, 0.04), inset 0 1px 0 #ffffff;
+
+            .tab-icon {
+              color: #1a73e8;
+
+              &.icon-ready {
+                color: #059669;
+              }
+            }
+
+            .tab-label {
+              color: #0f172a !important;
+            }
+          }
+
+          &:active {
+            transform: scale(0.98);
+          }
+        }
+      }
+    }
+
+    /* ======================================================================= */
+    /* VIEW 1: PREREQUISITES & SYSTEM SETUP GUIDE                               */
+    /* ======================================================================= */
+    .setup-guide-view {
+      display: flex;
+      flex-direction: column;
+      gap: 16px;
+      animation: fadeIn 0.2s ease-out;
+
+      /* Unified Step Card Container */
+      .guide-card {
+        background: $card-bg;
+        border: 1px solid $card-border;
+        border-radius: 14px;
+        box-shadow: $card-shadow;
+        overflow: hidden;
+        transition: border-color 0.2s ease, box-shadow 0.2s ease;
+
+        &:hover {
+          border-color: $card-border-hover;
+        }
+
+        .guide-card-header {
+          display: flex;
+          align-items: center;
+          justify-content: space-between;
+          gap: 14px;
+          padding: 16px 20px;
+          border-bottom: 1px solid #f1f5f9;
+          background: #ffffff;
+
+          .step-badge {
+            width: 32px;
+            height: 32px;
+            border-radius: 8px;
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            font-size: 13.5px;
+            font-weight: 700;
+            background: #f1f5f9;
+            color: $text-secondary;
+            flex-shrink: 0;
+            transition: all 0.2s ease;
+
+            span, .step-check-icon {
+              font-size: 18px;
+              font-weight: 700;
+              color: inherit;
+            }
+
+            &.step-pass {
+              background: $emerald-light;
+              color: $emerald;
+            }
+          }
+
+          .step-info {
+            flex: 1;
+            min-width: 0;
+
+            .step-title-row {
+              display: flex;
+              align-items: center;
+              gap: 10px;
+              margin-bottom: 2px;
+              flex-wrap: wrap;
+
+              .step-title {
+                margin: 0;
+                font-size: 15px;
+                font-weight: 600;
+                color: $text-main;
+              }
+
+              .status-pill {
+                font-size: 11px;
+                font-weight: 600;
+                padding: 2px 8px;
+                border-radius: 12px;
+                line-height: 1.3;
+                height: 22px;
+                display: inline-flex;
+                align-items: center;
+
+                &.pill-pass {
+                  background: $emerald-light;
+                  color: $emerald;
+                  border: 1px solid $emerald-border;
+                }
+
+                &.pill-warn {
+                  background: $amber-light;
+                  color: $amber-dark;
+                  border: 1px solid $amber-border;
+                }
+
+                &.pill-fail {
+                  background: $rose-light;
+                  color: $rose-dark;
+                  border: 1px solid $rose-border;
+                }
+              }
+            }
+
+            .step-desc {
+              margin: 0;
+              font-size: 12.5px;
+              color: $text-secondary;
+              line-height: 1.4;
+            }
+          }
+
+          .btn-restart-adb,
+          .btn-header-action {
+            display: inline-flex;
+            align-items: center;
+            gap: 5px;
+            padding: 0 13px;
+            height: 32px;
+            @include glass-secondary-btn;
+            border-radius: 8px;
+            font-family: inherit;
+            font-size: 12px;
+            font-weight: 600;
+            cursor: pointer;
+            flex-shrink: 0;
+
+            .material-symbols-outlined {
+              font-size: 15px;
+              color: $text-muted;
+              transition: transform 0.2s ease, color 0.15s ease;
+            }
+
+            .feedback-done {
+              color: $emerald !important;
+              font-size: 16px;
+            }
+
+            .feedback-text {
+              color: $emerald;
+              font-weight: 600;
+            }
+
+            .spinning {
+              animation: spin 1s linear infinite;
+            }
+          }
+        }
+
+        .guide-card-body {
+          padding: 18px 20px;
+          display: flex;
+          flex-direction: column;
+          gap: 14px;
+        }
+      }
+
+      /* --------------------------------------------------------------------- */
+      /* STEP 1: ONE-CLICK INSTALLER & ENVIRONMENT MATRIX                      */
+      /* --------------------------------------------------------------------- */
+      .one-click-install-bar {
+        background: #f0f9ff;
+        border: 1px solid #bae6fd;
+        border-radius: 10px;
+        padding: 12px 16px;
+        display: flex;
+        align-items: center;
+        justify-content: space-between;
+        gap: 14px;
+
+        .install-bar-left {
+          display: flex;
+          align-items: center;
+          gap: 12px;
+          min-width: 0;
+
+          .install-bar-icon-box {
+            width: 32px;
+            height: 32px;
+            border-radius: 8px;
+            background: #0284c7;
+            color: #ffffff;
+            display: flex;
+            align-items: center;
+            justify-content: center;
+            flex-shrink: 0;
+
+            .bolt-icon {
+              font-size: 18px;
+            }
+          }
+
+          .install-bar-text {
+            display: flex;
+            flex-direction: column;
+            gap: 2px;
+            min-width: 0;
+
+            .install-bar-title-row {
+              display: flex;
+              align-items: center;
+              flex-wrap: wrap;
+
+              .install-bar-title {
+                font-size: 13px;
+                font-weight: 600;
+                color: $text-main;
+              }
+
+              .os-selector-pills {
+                display: inline-flex;
+                align-items: center;
+                background: rgba(255, 255, 255, 0.65);
+                backdrop-filter: blur(12px) saturate(180%);
+                -webkit-backdrop-filter: blur(12px) saturate(180%);
+                border: 1px solid rgba(226, 232, 240, 0.85);
+                border-radius: 8px;
+                padding: 2px;
+                gap: 2px;
+                box-shadow: 0 1px 3px rgba(15, 23, 42, 0.04), inset 0 1px 1px rgba(255, 255, 255, 0.8);
+
+                .os-pill {
+                  border: none;
+                  background: transparent;
+                  font-size: 11px;
+                  font-weight: 600;
+                  color: $text-secondary;
+                  padding: 3px 9px;
+                  border-radius: 6px;
+                  cursor: pointer;
+                  transition: all 0.15s ease;
+
+                  &:hover {
+                    color: $text-main;
+                    background: rgba(255, 255, 255, 0.5);
+                  }
+
+                  &.active {
+                    background: rgba(26, 115, 232, 0.92);
+                    backdrop-filter: blur(10px);
+                    -webkit-backdrop-filter: blur(10px);
+                    color: #ffffff !important;
+                    box-shadow: 0 2px 6px rgba(26, 115, 232, 0.3), inset 0 1px 1px rgba(255, 255, 255, 0.35);
+                  }
+                }
+              }
+            }
+
+            .install-bar-desc {
+              font-size: 12px;
+              color: $text-secondary;
+              line-height: 1.4;
+              margin-top: 2px;
+            }
+          }
+        }
+
+        .code-box {
+          margin: 0;
+          flex-shrink: 0;
+        }
+
+        @media (max-width: 860px) {
+          flex-direction: column;
+          align-items: stretch;
+        }
+      }
+
+      /* 4-Item 2x2 Symmetric Matrix Grid */
+      .env-matrix-grid {
+        display: grid;
+        grid-template-columns: repeat(2, 1fr);
+        gap: 12px;
+
+        @media (max-width: 640px) {
+          grid-template-columns: 1fr;
+        }
+
+        .env-item-card {
+          background: #ffffff;
+          border: 1px solid $card-border;
+          border-radius: 10px;
+          padding: 12px 14px;
+          display: flex;
+          flex-direction: column;
+          justify-content: center;
+          gap: 8px;
+          transition: border-color 0.18s ease, box-shadow 0.18s ease;
+          min-width: 0;
+
+          &:hover {
+            border-color: $card-border-hover;
+          }
+
+          .item-header {
+            display: flex;
+            align-items: center;
+            gap: 10px;
+            min-width: 0;
+
+            .item-icon-box {
+              width: 32px;
+              height: 32px;
+              border-radius: 8px;
+              background: #f8fafc;
+              border: 1px solid $card-border;
+              color: $text-secondary;
+              display: flex;
+              align-items: center;
+              justify-content: center;
+              flex-shrink: 0;
+              transition: all 0.15s ease;
+
+              .item-icon {
+                font-size: 17px;
+              }
+            }
+
+            .item-title-group {
+              display: flex;
+              flex-direction: column;
+              gap: 1px;
+              flex: 1;
+              min-width: 0;
+
+              .item-name {
+                font-size: 13px;
+                font-weight: 600;
+                color: $text-main;
+                white-space: nowrap;
+                overflow: hidden;
+                text-overflow: ellipsis;
+              }
+
+              .item-subtitle {
+                font-size: 11.5px;
+                color: $text-muted;
+                white-space: nowrap;
+                overflow: hidden;
+                text-overflow: ellipsis;
+              }
+            }
+
+            .item-status {
+              display: flex;
+              align-items: center;
+              margin-left: auto;
+              flex-shrink: 0;
+
+              .status-dot {
+                width: 7px;
+                height: 7px;
+                border-radius: 50%;
+
+                &.dot-pass {
+                  background: #10b981;
+                }
+
+                &.dot-fail {
+                  background: #ef4444;
+                }
+
+                &.dot-warn {
+                  background: #f59e0b;
+                }
+              }
+            }
+          }
+
+          .item-body {
+            display: flex;
+            flex-direction: column;
+            gap: 4px;
+            min-width: 0;
+
+            .item-action-box {
+              display: flex;
+              flex-direction: column;
+              gap: 4px;
+              min-width: 0;
+            }
+          }
+
+          &.item-fail {
+            background: #fff8f8;
+            border-color: $rose-border;
+
+            .item-icon-box {
+              background: $rose-light;
+              color: $rose;
+              border-color: $rose-border;
+            }
+          }
+        }
+      }
+
+      /* --------------------------------------------------------------------- */
+      /* STEP 2: AI MODEL & CREDENTIALS CONFIGURATION                         */
+      /* --------------------------------------------------------------------- */
+      .model-choice-cards-row {
+        display: grid;
+        grid-template-columns: repeat(auto-fit, minmax(260px, 1fr));
+        gap: 12px;
+
+        .choice-card {
+          border: 1px solid $card-border;
+          border-radius: 10px;
+          padding: 14px 16px;
+          background: #f8fafc;
+          cursor: pointer;
+          transition: all 0.18s ease;
+          user-select: none;
+
+          .choice-card-top {
+            display: flex;
+            align-items: flex-start;
+            gap: 12px;
+
+            .choice-radio {
+              margin-top: 2px;
+              flex-shrink: 0;
+
+              .radio-dot {
+                display: block;
+                width: 16px;
+                height: 16px;
+                border-radius: 50%;
+                border: 1.5px solid #cbd5e1;
+                background: #ffffff;
+                transition: all 0.15s ease;
+
+                &.checked {
+                  border-color: $primary;
+                  background: $primary;
+                  box-shadow: inset 0 0 0 3px #ffffff;
+                }
+              }
+            }
+
+            .choice-icon-wrap {
+              width: 34px;
+              height: 34px;
+              border-radius: 8px;
+              background: #ffffff;
+              border: 1px solid $card-border;
+              display: flex;
+              align-items: center;
+              justify-content: center;
+              flex-shrink: 0;
+
+              .brand-svg {
+                width: 18px;
+                height: 18px;
+              }
+
+              &.icon-gear {
+                color: $text-secondary;
+
+                .material-symbols-outlined {
+                  font-size: 18px;
+                }
+              }
+            }
+
+            .choice-text {
+              flex: 1;
+              min-width: 0;
+
+              .choice-title-row {
+                display: flex;
+                align-items: center;
+                gap: 8px;
+                flex-wrap: wrap;
+
+                .choice-title {
+                  font-size: 13.5px;
+                  font-weight: 600;
+                  color: $text-main;
+                }
+
+                .tag-badge {
+                  font-size: 10.5px;
+                  font-weight: 600;
+                  padding: 1px 7px;
+                  border-radius: 10px;
+                  line-height: 1.3;
+
+                  &.tag-rec {
+                    background: $primary-light;
+                    color: $primary;
+                    border: 1px solid $primary-border;
+                  }
+
+                  &.tag-ready {
+                    background: $emerald-light;
+                    color: $emerald;
+                    border: 1px solid $emerald-border;
+                  }
+                }
+              }
+
+              .choice-desc {
+                margin: 3px 0 0 0;
+                font-size: 12px;
+                color: $text-secondary;
+                line-height: 1.4;
+
+                code {
+                  font-family: $font-mono;
+                  background: #ffffff;
+                  border: 1px solid $card-border;
+                  padding: 1px 4px;
+                  border-radius: 4px;
+                  color: $primary-dark;
+                  font-size: 11px;
+                }
+              }
+            }
+          }
+
+          &:hover:not(.selected) {
+            border-color: $card-border-hover;
+            background: #ffffff;
+          }
+
+          &.selected {
+            border-color: $primary;
+            background: #ffffff;
+            box-shadow: 0 0 0 1px $primary;
+
+            .choice-icon-wrap {
+              border-color: $primary-border;
+
+              &.icon-gear {
+                color: $primary;
+              }
+            }
+          }
+        }
+      }
+
+      .credentials-input-box {
+        background: #f8fafc;
+        border: 1px solid $card-border;
+        border-radius: 10px;
+        padding: 14px 16px;
+        display: flex;
+        flex-direction: column;
+        gap: 10px;
+        animation: fadeIn 0.15s ease-out;
+
+        &.ocr-box {
+          background: #ffffff;
+          border: 1px solid $card-border;
+        }
+
+        .input-box-header {
+          display: flex;
+          align-items: center;
+          justify-content: space-between;
+          flex-wrap: wrap;
+          gap: 8px;
+
+          .header-label {
+            display: flex;
+            align-items: center;
+            gap: 6px;
+            font-size: 12.5px;
+            font-weight: 600;
+            color: $text-main;
+
+            .label-icon {
+              font-size: 16px;
+              color: $primary;
+            }
+          }
+
+          .btn-header-link {
+            display: inline-flex;
+            align-items: center;
+            gap: 4px;
+            font-size: 11.5px;
+            font-weight: 600;
+            color: $primary;
+            text-decoration: none;
+            padding: 3px 10px;
+            height: 26px;
+            background: rgba(239, 246, 255, 0.75);
+            backdrop-filter: blur(10px);
+            -webkit-backdrop-filter: blur(10px);
+            border: 1px solid rgba(191, 219, 254, 0.85);
+            border-radius: 6px;
+            box-shadow: 0 1px 3px rgba(37, 99, 235, 0.06), inset 0 1px 1px rgba(255, 255, 255, 0.8);
+            transition: all 0.15s ease;
+
+            .material-symbols-outlined {
+              font-size: 13px;
+              color: $primary;
+            }
+
+            &:hover {
+              background: rgba(219, 234, 254, 0.9);
+              color: $primary-dark;
+              border-color: $primary;
+              box-shadow: 0 2px 6px rgba(37, 99, 235, 0.15);
+              transform: translateY(-0.5px);
+            }
+          }
+        }
+
+        .unified-key-row {
+          display: flex;
+          align-items: center;
+          gap: 8px;
+          flex-wrap: wrap;
+
+          .unified-key-wrapper {
+            flex: 1 1 260px;
+            min-width: 0;
+            display: flex;
+            align-items: center;
+            background: rgba(255, 255, 255, 0.75);
+            backdrop-filter: blur(12px);
+            -webkit-backdrop-filter: blur(12px);
+            border: 1px solid $card-border;
+            border-radius: 8px;
+            padding: 0 10px;
+            height: 36px;
+            transition: border-color 0.15s ease, box-shadow 0.15s ease;
+
+            &:focus-within {
+              border-color: $primary;
+              box-shadow: 0 0 0 2px rgba(26, 115, 232, 0.12);
+            }
+
+            .key-prefix-icon {
+              font-size: 16px;
+              color: $text-light;
+              margin-right: 6px;
+              flex-shrink: 0;
+            }
+
+            .unified-key-input {
+              flex: 1;
+              min-width: 0;
+              border: none;
+              outline: none;
+              font-family: $font-mono;
+              font-size: 12.5px;
+              color: $text-main;
+              background: transparent;
+              padding: 4px 0;
+
+              &.is-masked {
+                letter-spacing: 2px;
+                font-weight: 700;
+                font-size: 13px;
+              }
+
+              &::placeholder {
+                color: $text-light;
+                font-family: $font-sans;
+                font-size: 12px;
+                letter-spacing: normal;
+                font-weight: normal;
+              }
+            }
+
+            .btn-icon-action {
+              display: flex;
+              align-items: center;
+              justify-content: center;
+              width: 26px;
+              height: 26px;
+              background: transparent;
+              border: none;
+              border-radius: 4px;
+              color: $text-muted;
+              cursor: pointer;
+              transition: all 0.15s ease;
+              flex-shrink: 0;
+
+              .material-symbols-outlined {
+                font-size: 15px;
+              }
+
+              .text-emerald {
+                color: $emerald !important;
+              }
+
+              &:hover {
+                background: rgba(241, 245, 249, 0.8);
+                color: $text-main;
+              }
+            }
+          }
+
+          .btn-unified-save {
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            gap: 5px;
+            padding: 0 18px;
+            height: 36px;
+            @include glass-primary-btn;
+            border-radius: 8px;
+            font-family: inherit;
+            font-size: 12.5px;
+            font-weight: 600;
+            cursor: pointer;
+            white-space: nowrap;
+            flex-shrink: 0;
+
+            .material-symbols-outlined {
+              font-size: 16px;
+            }
+
+            .spin {
+              animation: spin 1s linear infinite;
+            }
+          }
+
+          .btn-unified-test {
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            gap: 4px;
+            padding: 0 15px;
+            height: 36px;
+            background: rgba(239, 246, 255, 0.7);
+            backdrop-filter: blur(14px) saturate(180%);
+            -webkit-backdrop-filter: blur(14px) saturate(180%);
+            color: $primary;
+            border: 1px solid rgba(191, 219, 254, 0.85);
+            border-radius: 8px;
+            box-shadow: 0 2px 6px -1px rgba(37, 99, 235, 0.08), inset 0 1px 1px rgba(255, 255, 255, 0.9);
+            font-family: inherit;
+            font-size: 12.5px;
+            font-weight: 600;
+            cursor: pointer;
+            transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+            white-space: nowrap;
+            flex-shrink: 0;
+
+            .material-symbols-outlined {
+              font-size: 15px;
+              color: $primary;
+            }
+
+            &:hover:not(:disabled) {
+              background: rgba(219, 234, 254, 0.9);
+              border-color: $primary;
+              color: $primary-dark;
+              box-shadow: 0 4px 12px -2px rgba(37, 99, 235, 0.15), inset 0 1px 1px rgba(255, 255, 255, 1);
+              transform: translateY(-0.5px);
+            }
+
+            &:active:not(:disabled) {
+              transform: scale(0.97);
+            }
+
+            &:disabled {
+              opacity: 0.55;
+              cursor: not-allowed;
+              transform: none;
+            }
+
+            .spin {
+              animation: spin 1s linear infinite;
+            }
+          }
+        }
+
+        .feedback-msg {
+          display: flex;
+          align-items: center;
+          gap: 6px;
+          padding: 6px 10px;
+          border-radius: 6px;
+          font-size: 12px;
+          font-weight: 600;
+
+          .material-symbols-outlined {
+            font-size: 15px;
+          }
+
+          &.success {
+            background: $emerald-light;
+            color: $emerald-dark;
+            border: 1px solid $emerald-border;
+          }
+
+          &.error {
+            background: $rose-light;
+            color: $rose-dark;
+            border: 1px solid $rose-border;
+          }
+        }
+      }
+
+      .ocr-enhancement-card {
+        background: #ffffff;
+        border: 1px solid $card-border;
+        border-radius: 10px;
+        overflow: hidden;
+        margin-top: 2px;
+        transition: border-color 0.18s ease;
+
+        .ocr-card-toggle-bar {
+          display: flex;
+          align-items: center;
+          justify-content: space-between;
+          padding: 10px 14px;
+          background: #ffffff;
+          cursor: pointer;
+          user-select: none;
+          transition: background 0.15s ease;
+
+          &:hover {
+            background: #f8fafc;
+          }
+
+          .toggle-bar-left {
+            display: flex;
+            align-items: center;
+            gap: 10px;
+
+            .icon-ocr {
+              font-size: 18px;
+              color: $primary;
+              flex-shrink: 0;
+            }
+
+            .toggle-bar-titles {
+              display: flex;
+              align-items: center;
+              gap: 8px;
+
+              .ocr-main-title {
+                font-size: 13px;
+                font-weight: 600;
+                color: $text-main;
+              }
+            }
+          }
+
+          .toggle-bar-right {
+            display: flex;
+            align-items: center;
+            gap: 10px;
+
+            .status-dot {
+              width: 7px;
+              height: 7px;
+              border-radius: 50%;
+
+              &.dot-pass {
+                background: #10b981;
+              }
+            }
+
+            .caret-icon {
+              font-size: 18px;
+              color: $text-muted;
+              flex-shrink: 0;
+            }
+          }
+        }
+
+        .ocr-content-body {
+          padding: 12px 14px;
+          border-top: 1px solid #f1f5f9;
+          display: flex;
+          flex-direction: column;
+          gap: 10px;
+          background: #f8fafc;
+          animation: fadeIn 0.15s ease-out;
+
+          .ocr-help-desc {
+            margin: 0;
+            font-size: 12px;
+            color: $text-secondary;
+            line-height: 1.45;
+          }
+
+          .credentials-input-box.ocr-box {
+            margin: 0;
+            padding: 12px;
+            background: #ffffff;
+            border: 1px solid $card-border;
+            border-radius: 8px;
+          }
+        }
+      }
+
+      .custom-config-inspector {
+        display: flex;
+        flex-direction: column;
+        gap: 12px;
+        animation: fadeIn 0.15s ease-out;
+
+        .inspector-card {
+          background: #ffffff;
+          border: 1px solid $card-border;
+          border-radius: 10px;
+          overflow: hidden;
+
+          .inspector-card-header {
+            display: flex;
+            align-items: center;
+            justify-content: space-between;
+            flex-wrap: wrap;
+            gap: 8px;
+            padding: 10px 14px;
+            background: #ffffff;
+            border-bottom: 1px solid #f1f5f9;
+
+            .inspector-header-left {
+              display: flex;
+              align-items: center;
+              gap: 8px;
+
+              .header-icon {
+                font-size: 18px;
+                color: $primary;
+              }
+
+              .inspector-header-titles {
+                display: flex;
+                flex-direction: column;
+
+                .inspector-title {
+                  font-size: 13px;
+                  font-weight: 600;
+                  color: $text-main;
+                }
+
+                .inspector-subtitle {
+                  font-size: 11.5px;
+                  color: $text-secondary;
+
+                  code {
+                    font-family: $font-mono;
+                    background: #f1f5f9;
+                    padding: 1px 4px;
+                    border-radius: 4px;
+                    color: $primary-dark;
+                  }
+                }
+              }
+            }
+
+            .inspector-header-actions {
+              display: flex;
+              align-items: center;
+              gap: 6px;
+            }
+
+            .btn-file-action {
+              display: inline-flex;
+              align-items: center;
+              gap: 4px;
+              padding: 0 10px;
+              height: 28px;
+              @include glass-secondary-btn;
+              border-radius: 6px;
+              font-family: inherit;
+              font-size: 11.5px;
+              font-weight: 600;
+              cursor: pointer;
+
+              .material-symbols-outlined {
+                font-size: 13px;
+              }
+
+              &.btn-toggle-code {
+                background: rgba(239, 246, 255, 0.75);
+                color: $primary;
+                border-color: rgba(191, 219, 254, 0.85);
+
+                &:hover {
+                  background: rgba(219, 234, 254, 0.9);
+                  color: $primary-dark;
+                  border-color: $primary;
+                }
+              }
+            }
+          }
+
+          .inspector-summary-row {
+            display: flex;
+            flex-wrap: wrap;
+            gap: 12px;
+            padding: 12px 14px;
+            background: #ffffff;
+
+            .summary-metric {
+              display: flex;
+              flex-direction: column;
+              gap: 4px;
+
+              .metric-label {
+                font-size: 10.5px;
+                font-weight: 700;
+                color: $text-muted;
+                text-transform: uppercase;
+                letter-spacing: 0.5px;
+              }
+
+              .metric-val-pill {
+                display: inline-flex;
+                align-items: center;
+                gap: 5px;
+                padding: 4px 10px;
+                background: #f8fafc;
+                border: 1px solid $card-border;
+                border-radius: 6px;
+                font-family: $font-mono;
+                font-size: 12px;
+                color: $text-main;
+
+                .provider-dot {
+                  width: 7px;
+                  height: 7px;
+                  border-radius: 50%;
+                  background: $primary;
+                }
+
+                .provider-name {
+                  font-weight: 700;
+                  color: $primary;
+                }
+
+                .model-divider {
+                  color: $text-light;
+                }
+
+                .model-name {
+                  font-weight: 600;
+                  color: $text-main;
+                }
+
+                &.secondary {
+                  background: #f8fafc;
+                  color: $text-secondary;
+                  font-size: 11.5px;
+                }
+              }
+            }
+          }
+
+          .jsonc-viewer-box {
+            border-top: 1px solid $card-border;
+            background: #0f172a;
+            max-height: 260px;
+            overflow-y: auto;
+            padding: 12px 14px;
+
+            .jsonc-code {
+              margin: 0;
+              font-family: $font-mono;
+              font-size: 11.5px;
+              line-height: 1.5;
+              color: #e2e8f0;
+              white-space: pre-wrap;
+              word-break: break-all;
+            }
+          }
+
+          .env-keys-table {
+            display: flex;
+            flex-direction: column;
+
+            .env-key-row {
+              display: flex;
+              align-items: center;
+              justify-content: space-between;
+              flex-wrap: wrap;
+              gap: 8px;
+              padding: 8px 14px;
+              border-bottom: 1px solid #f1f5f9;
+              transition: background 0.12s ease;
+
+              &:last-child {
+                border-bottom: none;
+              }
+
+              &:hover {
+                background: #f8fafc;
+              }
+
+              .env-name-col {
+                display: flex;
+                align-items: center;
+                gap: 8px;
+
+                .env-key-name {
+                  font-family: $font-mono;
+                  font-size: 12px;
+                  font-weight: 600;
+                  color: $text-main;
+                  background: #f1f5f9;
+                  padding: 2px 6px;
+                  border-radius: 4px;
+                }
+              }
+
+              .env-status-col {
+                display: flex;
+                align-items: center;
+
+                .badge-env-pass {
+                  display: inline-flex;
+                  align-items: center;
+                  gap: 4px;
+                  font-size: 11px;
+                  font-weight: 600;
+                  color: $emerald;
+                  background: $emerald-light;
+                  border: 1px solid $emerald-border;
+                  padding: 2px 7px;
+                  border-radius: 6px;
+
+                  .material-symbols-outlined {
+                    font-size: 13px;
+                  }
+
+                  .key-preview {
+                    font-family: $font-mono;
+                    font-size: 10.5px;
+                    color: $emerald-dark;
+                    margin-left: 2px;
+                  }
+                }
+
+                .badge-env-unset {
+                  display: inline-flex;
+                  align-items: center;
+                  gap: 4px;
+                  font-size: 11px;
+                  font-weight: 600;
+                  color: $text-light;
+                  background: #f8fafc;
+                  border: 1px solid $card-border;
+                  padding: 2px 7px;
+                  border-radius: 6px;
+
+                  .material-symbols-outlined {
+                    font-size: 13px;
+                  }
+                }
+              }
+            }
+          }
+        }
+      }
+
+      /* --------------------------------------------------------------------- */
+      /* STEP 3: ANDROID DEVICE & EMULATOR CONNECTION                          */
+      /* --------------------------------------------------------------------- */
+      .connected-device-panel {
+        display: flex;
+        flex-direction: column;
+        gap: 10px;
+
+        .device-hero-card {
+          display: flex;
+          align-items: center;
+          gap: 16px;
+          padding: 16px 20px;
+          background: #ffffff;
+          border: 1px solid #e2e8f0;
+          border-radius: 12px;
+          box-shadow: 0 1px 3px rgba(0, 0, 0, 0.02), 0 4px 12px rgba(0, 0, 0, 0.02);
+          transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+
+          &:hover {
+            border-color: #cbd5e1;
+            box-shadow: 0 2px 6px rgba(0, 0, 0, 0.04), 0 8px 18px rgba(0, 0, 0, 0.03);
+          }
+
+          .device-avatar {
+            width: 44px;
+            height: 44px;
+            border-radius: 10px;
+            background: #f1f5f9;
+            border: 1px solid #e2e8f0;
+            color: #334155;
+            display: flex;
+            align-items: center;
+            justify-content: center;
+            flex-shrink: 0;
+            transition: all 0.2s ease;
+
+            .device-hero-icon {
+              font-size: 22px;
+              color: #334155 !important;
+            }
+          }
+
+          .device-hero-details {
+            display: flex;
+            flex-direction: column;
+            gap: 4px;
+            min-width: 0;
+            flex: 1;
+
+            .device-hero-name {
+              font-size: 14.5px;
+              font-weight: 600;
+              color: $text-main;
+              white-space: nowrap;
+              overflow: hidden;
+              text-overflow: ellipsis;
+              letter-spacing: -0.01em;
+            }
+
+            .device-hero-meta {
+              display: flex;
+              align-items: center;
+              gap: 6px;
+              font-size: 12px;
+              color: $text-muted;
+              flex-wrap: wrap;
+
+              .meta-dot {
+                color: $text-light;
+              }
+            }
+          }
+
+          .device-hero-status {
+            display: inline-flex;
+            align-items: center;
+            gap: 6px;
+            font-size: 12px;
+            font-weight: 500;
+            color: $emerald-dark;
+            margin-left: auto;
+            flex-shrink: 0;
+
+            .status-dot {
+              width: 7px;
+              height: 7px;
+              border-radius: 50%;
+              background: #10b981;
+              box-shadow: 0 0 0 0 rgba(16, 185, 129, 0.7);
+              animation: statusDotPulse 2s infinite cubic-bezier(0.4, 0, 0.6, 1);
+            }
+          }
+        }
+
+        .multi-device-switcher {
+          display: flex;
+          flex-direction: column;
+          gap: 5px;
+
+          .switcher-label {
+            font-size: 11px;
+            font-weight: 700;
+            color: $text-muted;
+            text-transform: uppercase;
+            letter-spacing: 0.5px;
+          }
+
+          .switcher-chips {
+            display: flex;
+            flex-wrap: wrap;
+            gap: 6px;
+
+            .device-chip-btn {
+              display: inline-flex;
+              align-items: center;
+              gap: 5px;
+              padding: 0 10px;
+              height: 30px;
+              background: #ffffff;
+              border: 1px solid $card-border;
+              border-radius: 6px;
+              font-family: inherit;
+              font-size: 11.5px;
+              font-weight: 600;
+              color: $text-secondary;
+              cursor: pointer;
+              transition: all 0.15s ease;
+
+              .chip-icon {
+                font-size: 14px;
+              }
+
+              .active-check {
+                color: $emerald;
+                font-size: 10.5px;
+                font-weight: 700;
+              }
+
+              &.selected {
+                background: $emerald-light;
+                border-color: $emerald;
+                color: $emerald;
+              }
+
+              &:hover:not(.selected) {
+                background: #f8fafc;
+                border-color: $card-border-hover;
+              }
+            }
+          }
+        }
+      }
+
+      /* Live Emulator Boot Tracker & Diagnostic Card */
+      .emulator-boot-tracker-container,
+      .emulator-failed-container {
+        display: flex;
+        flex-direction: column;
+        gap: 12px;
+        margin-bottom: 8px;
+      }
+
+      .emulator-boot-tracker-card {
+        display: flex;
+        flex-direction: column;
+        gap: 16px;
+        padding: 20px;
+        background: linear-gradient(180deg, #ffffff 0%, #f8fafc 100%);
+        border: 1.5px solid rgba(37, 99, 235, 0.25);
+        border-radius: 12px;
+        box-shadow: 0 4px 16px rgba(37, 99, 235, 0.06);
+
+        .tracker-header {
+          display: flex;
+          align-items: flex-start;
+          justify-content: space-between;
+          gap: 16px;
+          flex-wrap: wrap;
+
+          .tracker-title-group {
+            display: flex;
+            align-items: flex-start;
+            gap: 12px;
+            flex: 1;
+            min-width: 260px;
+
+            .tracker-icon-box {
+              width: 36px;
+              height: 36px;
+              border-radius: 10px;
+              background: rgba(37, 99, 235, 0.1);
+              color: $primary;
+              display: flex;
+              align-items: center;
+              justify-content: center;
+              flex-shrink: 0;
+
+              .spinning-icon {
+                font-size: 20px;
+                animation: spin 1.2s linear infinite;
+              }
+            }
+
+            .tracker-titles {
+              display: flex;
+              flex-direction: column;
+              gap: 4px;
+
+              .tracker-main-heading {
+                display: flex;
+                align-items: center;
+                gap: 8px;
+                flex-wrap: wrap;
+
+                .tracker-title {
+                  margin: 0;
+                  font-size: 15px;
+                  font-weight: 700;
+                  color: $text-main;
+
+                  .avd-highlight {
+                    color: $primary;
+                    font-family: 'JetBrains Mono', monospace, sans-serif;
+                  }
+                }
+
+                .stage-tag-badge {
+                  display: inline-flex;
+                  align-items: center;
+                  padding: 2px 8px;
+                  border-radius: 12px;
+                  background: rgba(37, 99, 235, 0.12);
+                  color: $primary;
+                  font-size: 11px;
+                  font-weight: 700;
+                  text-transform: uppercase;
+                  letter-spacing: 0.5px;
+                }
+              }
+
+              .tracker-subtitle {
+                margin: 0;
+                font-size: 13px;
+                color: $text-secondary;
+                line-height: 1.4;
+              }
+            }
+          }
+
+          .tracker-actions {
+            display: flex;
+            align-items: center;
+            gap: 8px;
+
+            .btn-toggle-logs {
+              display: inline-flex;
+              align-items: center;
+              gap: 6px;
+              padding: 6px 13px;
+              @include glass-secondary-btn;
+              border-radius: 6px;
+              font-size: 12px;
+              font-weight: 600;
+              cursor: pointer;
+
+              .material-symbols-outlined {
+                font-size: 15px;
+              }
+
+              &.active {
+                background: rgba(239, 246, 255, 0.9);
+                color: $primary;
+                border-color: rgba(37, 99, 235, 0.4);
+                box-shadow: 0 2px 6px rgba(37, 99, 235, 0.12);
+              }
+            }
+
+            .btn-stop-emu {
+              display: inline-flex;
+              align-items: center;
+              gap: 5px;
+              padding: 6px 13px;
+              background: rgba(254, 242, 242, 0.75);
+              backdrop-filter: blur(12px);
+              -webkit-backdrop-filter: blur(12px);
+              border: 1px solid rgba(254, 202, 202, 0.85);
+              border-radius: 6px;
+              color: $rose;
+              font-size: 12px;
+              font-weight: 600;
+              cursor: pointer;
+              box-shadow: 0 1px 3px rgba(220, 38, 38, 0.06), inset 0 1px 1px rgba(255, 255, 255, 0.8);
+              transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+
+              .material-symbols-outlined {
+                font-size: 15px;
+              }
+
+              &:hover {
+                background: rgba(254, 226, 226, 0.95);
+                border-color: $rose;
+                box-shadow: 0 4px 12px -2px rgba(220, 38, 38, 0.15);
+                transform: translateY(-0.5px);
+              }
+
+              &:active {
+                transform: scale(0.97);
+              }
+            }
+          }
+        }
+
+        /* Boot Stepper */
+        .boot-stepper {
+          display: flex;
+          align-items: center;
+          justify-content: space-between;
+          padding: 10px 14px;
+          background: #ffffff;
+          border: 1px solid $card-border;
+          border-radius: 8px;
+
+          .step-item {
+            display: flex;
+            align-items: center;
+            gap: 8px;
+            font-size: 12px;
+            font-weight: 600;
+            color: $text-muted;
+
+            .step-circle {
+              width: 22px;
+              height: 22px;
+              border-radius: 50%;
+              background: #f1f5f9;
+              border: 1.5px solid $card-border;
+              display: flex;
+              align-items: center;
+              justify-content: center;
+              font-size: 11px;
+              font-weight: 700;
+              color: $text-muted;
+              transition: all 0.2s ease;
+
+              .check-icon {
+                font-size: 14px;
+                color: #ffffff;
+              }
+
+              .spinner-tiny {
+                width: 11px;
+                height: 11px;
+                border: 2px solid rgba(37, 99, 235, 0.3);
+                border-top-color: $primary;
+                border-radius: 50%;
+                animation: spin 0.8s linear infinite;
+              }
+            }
+
+            .step-label {
+              white-space: nowrap;
+            }
+
+            &.active {
+              color: $primary;
+
+              .step-circle {
+                border-color: $primary;
+                background: rgba(37, 99, 235, 0.1);
+                color: $primary;
+              }
+            }
+
+            &.done {
+              color: $emerald;
+
+              .step-circle {
+                border-color: $emerald;
+                background: $emerald;
+                color: #ffffff;
+              }
+            }
+          }
+
+          .step-line {
+            flex: 1;
+            height: 2px;
+            background: $card-border;
+            margin: 0 10px;
+            border-radius: 2px;
+            transition: all 0.3s ease;
+
+            &.done {
+              background: $emerald;
+            }
+          }
+        }
+
+        /* Progress Bar */
+        .progress-bar-container {
+          display: flex;
+          flex-direction: column;
+          gap: 6px;
+
+          .progress-bar-track {
+            width: 100%;
+            height: 8px;
+            background: #e2e8f0;
+            border-radius: 6px;
+            overflow: hidden;
+
+            .progress-bar-fill {
+              height: 100%;
+              background: linear-gradient(90deg, #3b82f6 0%, #10b981 100%);
+              border-radius: 6px;
+              transition: width 0.4s ease;
+            }
+          }
+
+          .progress-bar-meta {
+            display: flex;
+            align-items: center;
+            justify-content: space-between;
+            font-size: 12px;
+            font-weight: 600;
+
+            .progress-percent {
+              color: $primary;
+            }
+
+            .progress-timer {
+              display: flex;
+              align-items: center;
+              gap: 4px;
+              color: $text-secondary;
+
+              .timer-icon {
+                font-size: 14px;
+              }
+            }
+          }
+        }
+
+        /* Tip Banner */
+        .boot-tip-banner {
+          display: flex;
+          align-items: center;
+          gap: 8px;
+          padding: 8px 12px;
+          background: rgba(37, 99, 235, 0.05);
+          border-left: 3px solid $primary;
+          border-radius: 0 6px 6px 0;
+          font-size: 12px;
+          color: $text-secondary;
+
+          .tip-icon {
+            font-size: 16px;
+            color: $primary;
+            flex-shrink: 0;
+          }
+        }
+
+        /* Logs Drawer */
+        .boot-logs-drawer {
+          display: flex;
+          flex-direction: column;
+          border: 1px solid #1e293b;
+          border-radius: 8px;
+          background: #0f172a;
+          overflow: hidden;
+
+          .logs-header {
+            display: flex;
+            align-items: center;
+            justify-content: space-between;
+            padding: 8px 12px;
+            background: #1e293b;
+            color: #94a3b8;
+            font-size: 12px;
+            font-weight: 600;
+
+            .logs-header-left {
+              display: flex;
+              align-items: center;
+              gap: 6px;
+
+              .material-symbols-outlined {
+                font-size: 14px;
+              }
+            }
+
+            .btn-copy-logs {
+              display: inline-flex;
+              align-items: center;
+              gap: 4px;
+              padding: 2px 8px;
+              background: #334155;
+              border: none;
+              border-radius: 4px;
+              color: #f8fafc;
+              font-size: 11px;
+              font-weight: 600;
+              cursor: pointer;
+
+              .material-symbols-outlined {
+                font-size: 12px;
+              }
+
+              &:hover {
+                background: #475569;
+              }
+            }
+          }
+
+          .logs-body {
+            margin: 0;
+            padding: 12px;
+            max-height: 180px;
+            overflow-y: auto;
+            font-family: 'JetBrains Mono', monospace, sans-serif;
+            font-size: 11px;
+            line-height: 1.5;
+            color: #cbd5e1;
+            white-space: pre-wrap;
+            word-break: break-all;
+
+            .log-line {
+              margin-bottom: 2px;
+            }
+
+            .log-empty {
+              color: #64748b;
+              font-style: italic;
+            }
+          }
+        }
+      }
+
+      /* Failed Diagnostic Card */
+      .emulator-failed-card {
+        display: flex;
+        flex-direction: column;
+        gap: 14px;
+        padding: 18px 20px;
+        background: #fff8f8;
+        border: 1.5px solid rgba(239, 68, 68, 0.3);
+        border-radius: 12px;
+        box-shadow: 0 4px 14px rgba(239, 68, 68, 0.06);
+
+        .failed-header {
+          display: flex;
+          align-items: flex-start;
+          justify-content: space-between;
+          gap: 12px;
+
+          .failed-header-left {
+            display: flex;
+            align-items: flex-start;
+            gap: 12px;
+
+            .failed-icon-box {
+              width: 34px;
+              height: 34px;
+              border-radius: 8px;
+              background: rgba(239, 68, 68, 0.12);
+              color: $rose;
+              display: flex;
+              align-items: center;
+              justify-content: center;
+              flex-shrink: 0;
+
+              .failed-icon {
+                font-size: 20px;
+              }
+            }
+
+            .failed-titles {
+              display: flex;
+              flex-direction: column;
+              gap: 2px;
+
+              .failed-title {
+                margin: 0;
+                font-size: 15px;
+                font-weight: 700;
+                color: $rose;
+              }
+
+              .failed-desc {
+                margin: 0;
+                font-size: 13px;
+                color: $text-main;
+                line-height: 1.4;
+              }
+            }
+          }
+
+          .btn-dismiss-failed {
+            background: transparent;
+            border: none;
+            color: $text-muted;
+            cursor: pointer;
+            padding: 4px;
+            border-radius: 4px;
+
+            &:hover {
+              background: rgba(0, 0, 0, 0.05);
+              color: $text-main;
+            }
+          }
+        }
+
+        .failed-logs-box {
+          display: flex;
+          flex-direction: column;
+          background: #1e1e2e;
+          border-radius: 8px;
+          overflow: hidden;
+
+          .logs-header {
+            display: flex;
+            align-items: center;
+            justify-content: space-between;
+            padding: 6px 12px;
+            background: #282a36;
+            color: #ff5555;
+            font-size: 11px;
+            font-weight: 600;
+
+            .btn-copy-logs {
+              display: inline-flex;
+              align-items: center;
+              gap: 4px;
+              padding: 2px 6px;
+              background: #44475a;
+              border: none;
+              border-radius: 4px;
+              color: #f8fafc;
+              font-size: 10px;
+              cursor: pointer;
+            }
+          }
+
+          .failed-logs-pre {
+            margin: 0;
+            padding: 10px 12px;
+            max-height: 120px;
+            overflow-y: auto;
+            font-family: 'JetBrains Mono', monospace;
+            font-size: 11px;
+            line-height: 1.4;
+            color: #f8f8f2;
+            white-space: pre-wrap;
+          }
+        }
+
+        .failed-actions-bar {
+          display: flex;
+          align-items: center;
+          gap: 10px;
+          flex-wrap: wrap;
+
+          .btn-retry-launch {
+            display: inline-flex;
+            align-items: center;
+            gap: 6px;
+            padding: 6px 16px;
+            @include glass-primary-btn;
+            border-radius: 6px;
+            font-size: 12px;
+            font-weight: 600;
+            cursor: pointer;
+
+            .material-symbols-outlined {
+              font-size: 15px;
+            }
+          }
+
+          .btn-restart-adb-sub {
+            display: inline-flex;
+            align-items: center;
+            gap: 6px;
+            padding: 6px 14px;
+            @include glass-secondary-btn;
+            border-radius: 6px;
+            font-size: 12px;
+            font-weight: 600;
+            cursor: pointer;
+
+            .material-symbols-outlined {
+              font-size: 15px;
+            }
+          }
+
+          .btn-dismiss-flat {
+            background: transparent;
+            border: none;
+            color: $text-secondary;
+            font-size: 12px;
+            font-weight: 600;
+            cursor: pointer;
+            padding: 6px 10px;
+
+            &:hover {
+              text-decoration: underline;
+            }
+          }
+        }
+      }
+
+      /* Foolproof Connection Guide Tabs */
+      .foolproof-guide-container {
+        display: flex;
+        flex-direction: column;
+        gap: 12px;
+
+        .connection-methods-nav {
+          display: grid;
+          grid-template-columns: repeat(3, 1fr);
+          gap: 10px;
+
+          @media (max-width: 860px) {
+            grid-template-columns: 1fr;
+          }
+
+          .method-nav-card {
+            display: flex;
+            align-items: center;
+            justify-content: space-between;
+            padding: 12px 14px;
+            background: #f8fafc;
+            border: 1px solid $card-border;
+            border-radius: 10px;
+            cursor: pointer;
+            text-align: left;
+            transition: all 0.18s ease;
+            outline: none;
+            min-width: 0;
+
+            .method-card-left {
+              display: flex;
+              align-items: center;
+              gap: 10px;
+              flex: 1;
+              min-width: 0;
+
+              .method-icon-box {
+                width: 32px;
+                height: 32px;
+                border-radius: 8px;
+                background: #ffffff;
+                border: 1px solid $card-border;
+                color: $text-secondary;
+                display: flex;
+                align-items: center;
+                justify-content: center;
+                flex-shrink: 0;
+                transition: all 0.15s ease;
+
+                .material-symbols-outlined {
+                  font-size: 17px;
+                }
+              }
+
+              .method-info {
+                display: flex;
+                flex-direction: column;
+                gap: 1px;
+                min-width: 0;
+                flex: 1;
+
+                .method-title-row {
+                  display: flex;
+                  align-items: center;
+                  gap: 6px;
+                  flex-wrap: wrap;
+
+                  .method-title {
+                    font-size: 13px;
+                    font-weight: 600;
+                    color: $text-main;
+                  }
+
+                  .method-badge-pill {
+                    font-size: 9.5px;
+                    font-weight: 700;
+                    padding: 1px 5px;
+                    border-radius: 4px;
+                    text-transform: uppercase;
+
+                    &.detected, &.info {
+                      background: $primary-light;
+                      color: $primary;
+                    }
+
+                    &.recommended {
+                      background: $emerald-light;
+                      color: $emerald;
+                    }
+
+                    &.neutral {
+                      background: #f1f5f9;
+                      color: $text-muted;
+                    }
+                  }
+                }
+
+                .method-desc {
+                  font-size: 11.5px;
+                  color: $text-muted;
+                  white-space: nowrap;
+                  overflow: hidden;
+                  text-overflow: ellipsis;
+                  min-width: 0;
+                }
+              }
+            }
+
+            .method-card-right {
+              display: flex;
+              align-items: center;
+              justify-content: center;
+              flex-shrink: 0;
+              margin-left: 8px;
+
+              .radio-indicator {
+                width: 16px;
+                height: 16px;
+                border-radius: 50%;
+                border: 1.5px solid #cbd5e1;
+                background: #ffffff;
+                transition: all 0.15s ease;
+
+                &.checked {
+                  border-color: $primary;
+                  background: $primary;
+                  box-shadow: inset 0 0 0 3px #ffffff;
+                }
+              }
+            }
+
+            &.active {
+              background: #ffffff;
+              border-color: $primary;
+              box-shadow: 0 0 0 1px $primary;
+
+              .method-icon-box {
+                background: $primary-light;
+                color: $primary;
+                border-color: $primary-border;
+              }
+
+              .method-title {
+                color: $primary;
+              }
+            }
+
+            &:hover:not(.active) {
+              background: #ffffff;
+              border-color: $card-border-hover;
+            }
+          }
+        }
+
+        .method-details-panel {
+          background: #ffffff;
+          border: 1px solid $card-border;
+          border-radius: 10px;
+          padding: 14px 16px;
+          display: flex;
+          flex-direction: column;
+          gap: 12px;
+          animation: fadeIn 0.15s ease-out;
+
+          .avds-section {
+            display: flex;
+            flex-direction: column;
+            gap: 10px;
+
+            .section-header-bar {
+              display: flex;
+              align-items: center;
+              justify-content: space-between;
+              flex-wrap: wrap;
+              gap: 6px;
+              padding-bottom: 6px;
+              border-bottom: 1px solid #f1f5f9;
+
+              .section-title-group {
+                display: flex;
+                align-items: center;
+                gap: 6px;
+
+                .header-icon {
+                  font-size: 17px;
+                  color: $primary;
+                }
+
+                .section-title {
+                  font-size: 13px;
+                  font-weight: 600;
+                  color: $text-main;
+                }
+
+                .count-badge {
+                  font-size: 10.5px;
+                  font-weight: 600;
+                  padding: 1.5px 6px;
+                  border-radius: 6px;
+                  background: #f1f5f9;
+                  color: $text-secondary;
+                }
+              }
+            }
+
+            .avds-list {
+              display: flex;
+              flex-direction: column;
+              gap: 8px;
+
+              .avd-card-item {
+                display: flex;
+                align-items: center;
+                justify-content: space-between;
+                padding: 8px 12px;
+                background: #f8fafc;
+                border: 1px solid $card-border;
+                border-radius: 8px;
+                gap: 12px;
+                min-width: 0;
+                transition: all 0.15s ease;
+
+                &:hover {
+                  border-color: $card-border-hover;
+                  background: #ffffff;
+                }
+
+                .avd-item-main {
+                  display: flex;
+                  align-items: center;
+                  gap: 10px;
+                  flex: 1;
+                  min-width: 0;
+
+                  .avd-avatar {
+                    width: 32px;
+                    height: 32px;
+                    border-radius: 6px;
+                    background: #ffffff;
+                    border: 1px solid $card-border;
+                    color: $primary;
+                    display: flex;
+                    align-items: center;
+                    justify-content: center;
+                    flex-shrink: 0;
+
+                    .material-symbols-outlined {
+                      font-size: 17px;
+                    }
+                  }
+
+                  .avd-meta {
+                    display: flex;
+                    flex-direction: column;
+                    gap: 1px;
+                    flex: 1;
+                    min-width: 0;
+
+                    .avd-heading {
+                      display: flex;
+                      align-items: center;
+                      gap: 6px;
+                      min-width: 0;
+
+                      .avd-name {
+                        font-size: 13px;
+                        font-weight: 600;
+                        color: $text-main;
+                        white-space: nowrap;
+                        overflow: hidden;
+                        text-overflow: ellipsis;
+                      }
+
+                      .avd-type-pill {
+                        font-size: 9.5px;
+                        font-weight: 600;
+                        padding: 1px 5px;
+                        border-radius: 4px;
+                        background: #ffffff;
+                        border: 1px solid $card-border;
+                        color: $text-muted;
+                        flex-shrink: 0;
+                      }
+                    }
+                  }
+                }
+
+                .avd-item-actions {
+                  display: flex;
+                  align-items: center;
+                  gap: 6px;
+                  flex-shrink: 0;
+
+                  .btn-avd-launch {
+                    display: inline-flex;
+                    align-items: center;
+                    justify-content: center;
+                    gap: 4px;
+                    padding: 0 15px;
+                    height: 30px;
+                    @include glass-primary-btn;
+                    border-radius: 6px;
+                    font-family: inherit;
+                    font-size: 12px;
+                    font-weight: 600;
+                    cursor: pointer;
+
+                    .action-icon {
+                      font-size: 15px;
+                    }
+
+                    .spinner-icon {
+                      width: 13px;
+                      height: 13px;
+                      border: 2px solid rgba(255, 255, 255, 0.4);
+                      border-top-color: #ffffff;
+                      border-radius: 50%;
+                      animation: spin 0.8s linear infinite;
+                    }
+                  }
+                }
+              }
+            }
+          }
+
+          .emulator-setup-guide-container {
+            display: flex;
+            flex-direction: column;
+            gap: 12px;
+
+            .empty-avd-banner {
+              display: flex;
+              align-items: center;
+              justify-content: space-between;
+              flex-wrap: wrap;
+              gap: 12px;
+              padding: 12px 14px;
+              background: #f8fafc;
+              border: 1px solid $card-border;
+              border-radius: 8px;
+
+              .banner-left {
+                display: flex;
+                align-items: center;
+                gap: 10px;
+
+                .empty-avd-icon-box {
+                  width: 34px;
+                  height: 34px;
+                  border-radius: 6px;
+                  background: #ffffff;
+                  border: 1px solid $card-border;
+                  color: $text-muted;
+                  display: flex;
+                  align-items: center;
+                  justify-content: center;
+                  flex-shrink: 0;
+
+                  .material-symbols-outlined {
+                    font-size: 19px;
+                  }
+                }
+
+                .banner-titles {
+                  .banner-title-row {
+                    display: flex;
+                    align-items: center;
+                    gap: 8px;
+                    flex-wrap: wrap;
+
+                    .empty-title {
+                      margin: 0;
+                      font-size: 13px;
+                      font-weight: 600;
+                      color: $text-main;
+                    }
+                  }
+
+                  .empty-desc {
+                    margin: 2px 0 0;
+                    font-size: 12px;
+                    color: $text-secondary;
+                  }
+                }
+              }
+
+              .mode-switch-pills {
+                display: inline-flex;
+                background: #ffffff;
+                border: 1px solid $card-border;
+                padding: 2px;
+                border-radius: 6px;
+                gap: 2px;
+
+                .pill-btn {
+                  display: inline-flex;
+                  align-items: center;
+                  gap: 4px;
+                  padding: 3px 8px;
+                  border-radius: 4px;
+                  border: none;
+                  background: transparent;
+                  color: $text-secondary;
+                  font-family: inherit;
+                  font-size: 11.5px;
+                  font-weight: 600;
+                  cursor: pointer;
+                  transition: all 0.15s ease;
+
+                  .pill-icon {
+                    font-size: 14px;
+                  }
+
+                  &:hover {
+                    color: $text-main;
+                  }
+
+                  &.active {
+                    background: $primary;
+                    color: #ffffff;
+                  }
+                }
+              }
+            }
+
+            .emu-flow-grid {
+              .flow-step-card {
+                .guide-link {
+                  color: $primary;
+                  font-weight: 600;
+                  text-decoration: none;
+                  &:hover {
+                    text-decoration: underline;
+                  }
+                }
+              }
+            }
+
+            .cli-steps-list {
+              display: flex;
+              flex-direction: column;
+              gap: 8px;
+
+              .cli-step-item {
+                display: flex;
+                align-items: flex-start;
+                gap: 10px;
+                padding: 10px 12px;
+                background: #f8fafc;
+                border: 1px solid $card-border;
+                border-radius: 8px;
+
+                .step-badge-num {
+                  width: 22px;
+                  height: 22px;
+                  border-radius: 50%;
+                  background: $primary-light;
+                  color: $primary;
+                  font-size: 11.5px;
+                  font-weight: 700;
+                  display: flex;
+                  align-items: center;
+                  justify-content: center;
+                  flex-shrink: 0;
+                  margin-top: 1px;
+                }
+
+                .step-content {
+                  flex: 1;
+                  min-width: 0;
+                  display: flex;
+                  flex-direction: column;
+                  gap: 3px;
+
+                  .step-title {
+                    font-size: 12.5px;
+                    font-weight: 600;
+                    color: $text-main;
+                  }
+
+                  .step-text {
+                    margin: 0;
+                    font-size: 11.5px;
+                    color: $text-secondary;
+                  }
+
+                  .small-box {
+                    margin-top: 4px;
+                  }
+                }
+              }
+            }
+          }
+
+          .usb-guide-intro,
+          .wifi-guide-intro {
+            display: flex;
+            align-items: center;
+            gap: 8px;
+            font-size: 12.5px;
+            font-weight: 600;
+            color: $text-secondary;
+
+            .intro-icon {
+              font-size: 17px;
+              color: $primary;
+            }
+          }
+
+          /* USB Steps Flow Grid */
+          .steps-flow-grid {
+            display: grid;
+            grid-template-columns: repeat(4, 1fr);
+            gap: 10px;
+
+            @media (max-width: 900px) {
+              grid-template-columns: repeat(2, 1fr);
+            }
+
+            @media (max-width: 520px) {
+              grid-template-columns: 1fr;
+            }
+
+            .flow-step-card {
+              background: #f8fafc;
+              border: 1px solid $card-border;
+              border-radius: 8px;
+              padding: 12px 14px;
+              display: flex;
+              flex-direction: column;
+              gap: 6px;
+              min-width: 0;
+              transition: all 0.15s ease;
+
+              &:hover {
+                border-color: $card-border-hover;
+                background: #ffffff;
+              }
+
+              .step-card-header {
+                display: flex;
+                align-items: center;
+                justify-content: space-between;
+
+                .step-number-badge {
+                  width: 20px;
+                  height: 20px;
+                  border-radius: 4px;
+                  background: $primary;
+                  color: #ffffff !important;
+                  font-size: 11px;
+                  font-weight: 700;
+                  display: flex;
+                  align-items: center;
+                  justify-content: center;
+                }
+
+                .step-card-icon {
+                  font-size: 17px;
+                  color: $text-light;
+                }
+              }
+
+              .step-card-title {
+                font-size: 12.5px;
+                font-weight: 600;
+                color: $text-main;
+              }
+
+              .step-card-desc {
+                font-size: 11.5px;
+                color: $text-muted;
+                line-height: 1.4;
+              }
+            }
+          }
+
+          /* Interactive Wi-Fi Form Box */
+          .wifi-interactive-box {
+            background: #f8fafc;
+            border: 1px solid $card-border;
+            border-radius: 8px;
+            padding: 12px 14px;
+            display: flex;
+            flex-direction: column;
+            gap: 10px;
+
+            .wifi-form-row {
+              display: flex;
+              align-items: flex-end;
+              gap: 8px;
+              flex-wrap: wrap;
+
+              .wifi-input-col {
+                display: flex;
+                flex-direction: column;
+                gap: 3px;
+                min-width: 0;
+
+                &.ip-col {
+                  flex: 1 1 180px;
+                }
+
+                &.port-col {
+                  flex: 0 1 90px;
+                }
+
+                .wifi-label {
+                  font-size: 11px;
+                  font-weight: 600;
+                  color: $text-muted;
+                }
+
+                .wifi-input-wrap {
+                  display: flex;
+                  align-items: center;
+                  background: #ffffff;
+                  border: 1px solid $card-border;
+                  border-radius: 6px;
+                  padding: 0 8px;
+                  height: 34px;
+                  transition: border-color 0.15s ease;
+
+                  &:focus-within {
+                    border-color: $primary;
+                    box-shadow: 0 0 0 2px rgba(26, 115, 232, 0.1);
+                  }
+
+                  .wrap-icon {
+                    font-size: 15px;
+                    color: $text-light;
+                    margin-right: 5px;
+                    flex-shrink: 0;
+                  }
+
+                  .wifi-input {
+                    flex: 1;
+                    min-width: 0;
+                    border: none;
+                    outline: none;
+                    background: transparent;
+                    font-family: $font-mono;
+                    font-size: 12px;
+                    color: $text-main;
+
+                    &::placeholder {
+                      color: $text-light;
+                      font-family: $font-sans;
+                      font-size: 11.5px;
+                    }
+                  }
+                }
+              }
+
+              .wifi-btn-col {
+                flex-shrink: 0;
+
+                .btn-wifi-connect {
+                  display: inline-flex;
+                  align-items: center;
+                  justify-content: center;
+                  gap: 4px;
+                  padding: 0 16px;
+                  height: 34px;
+                  @include glass-primary-btn;
+                  border-radius: 6px;
+                  font-family: inherit;
+                  font-size: 12px;
+                  font-weight: 600;
+                  cursor: pointer;
+                  white-space: nowrap;
+
+                  .material-symbols-outlined {
+                    font-size: 16px;
+                  }
+
+                  .spinning {
+                    animation: spin 1s linear infinite;
+                  }
+                }
+              }
+            }
+
+            .wifi-status-alert {
+              display: flex;
+              align-items: center;
+              gap: 6px;
+              padding: 6px 10px;
+              border-radius: 6px;
+              font-size: 11.5px;
+              font-weight: 600;
+
+              .material-symbols-outlined {
+                font-size: 15px;
+              }
+
+              &.success {
+                background: $emerald-light;
+                color: $emerald-dark;
+                border: 1px solid $emerald-border;
+              }
+
+              &.error {
+                background: $rose-light;
+                color: $rose-dark;
+                border: 1px solid $rose-border;
+              }
+            }
+          }
+
+          .info-callout-box {
+            display: flex;
+            align-items: flex-start;
+            gap: 8px;
+            padding: 8px 12px;
+            background: $primary-light;
+            border: 1px solid $primary-border;
+            border-radius: 6px;
+            font-size: 11.5px;
+            color: $primary-dark;
+            line-height: 1.45;
+
+            .callout-icon {
+              font-size: 16px;
+              color: $primary;
+              flex-shrink: 0;
+              margin-top: 1px;
+            }
+          }
+        }
+      }
+
+      /* State C: Unauthorized Panel */
+      .unauthorized-panel {
+        .unauthorized-card {
+          display: flex;
+          align-items: center;
+          gap: 12px;
+          padding: 12px 16px;
+          background: $amber-light;
+          border: 1px solid $amber-border;
+          border-radius: 10px;
+
+          .alert-icon {
+            font-size: 24px;
+            color: $amber;
+            flex-shrink: 0;
+          }
+
+          .unauth-details {
+            flex: 1;
+            min-width: 0;
+
+            .unauth-title {
+              font-size: 13px;
+              font-weight: 600;
+              color: $amber-dark;
+              margin-bottom: 2px;
+            }
+
+            .unauth-desc {
+              font-size: 11.5px;
+              color: #78350f;
+              line-height: 1.4;
+            }
+          }
+
+          .btn-retry-auth {
+            display: inline-flex;
+            align-items: center;
+            gap: 4px;
+            padding: 0 12px;
+            height: 30px;
+            background: rgba(254, 243, 199, 0.75);
+            backdrop-filter: blur(12px);
+            -webkit-backdrop-filter: blur(12px);
+            border: 1px solid rgba(253, 230, 138, 0.85);
+            border-radius: 6px;
+            box-shadow: 0 1px 3px rgba(217, 119, 6, 0.08), inset 0 1px 1px rgba(255, 255, 255, 0.8);
+            font-family: inherit;
+            font-size: 11.5px;
+            font-weight: 600;
+            color: $amber-dark;
+            cursor: pointer;
+            flex-shrink: 0;
+            transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+
+            &:hover {
+              background: rgba(253, 230, 138, 0.95);
+              border-color: $amber;
+              transform: translateY(-0.5px);
+              box-shadow: 0 3px 8px rgba(217, 119, 6, 0.15);
+            }
+
+            &:active {
+              transform: scale(0.97);
+            }
+          }
+        }
+      }
+
+      /* State D: ADB Missing Panel */
+      .adb-missing-panel {
+        display: flex;
+        flex-direction: column;
+        gap: 10px;
+
+        .error-msg-box {
+          display: flex;
+          align-items: center;
+          gap: 8px;
+          padding: 10px 12px;
+          background: $rose-light;
+          border: 1px solid $rose-border;
+          border-radius: 8px;
+          font-size: 12px;
+          color: $rose-dark;
+
+          .err-icon {
+            font-size: 17px;
+            flex-shrink: 0;
+          }
+        }
+
+        .install-commands-row {
+          display: grid;
+          grid-template-columns: repeat(auto-fit, minmax(220px, 1fr));
+          gap: 8px;
+
+          .install-card {
+            background: #f8fafc;
+            border: 1px solid $card-border;
+            border-radius: 8px;
+            padding: 10px 12px;
+            display: flex;
+            flex-direction: column;
+            gap: 6px;
+            transition: all 0.15s ease;
+
+            &.highlight-os {
+              background: $primary-light;
+              border-color: $primary-border;
+            }
+
+            .install-os {
+              display: flex;
+              align-items: center;
+              justify-content: space-between;
+              font-size: 11.5px;
+              font-weight: 600;
+              color: $text-secondary;
+
+              .detected-badge {
+                font-size: 9.5px;
+                font-weight: 700;
+                color: $primary;
+                background: #dbeafe;
+                padding: 1px 5px;
+                border-radius: 4px;
+                text-transform: uppercase;
+              }
+            }
+          }
+        }
+      }
+
+      /* Ready Banner Footer: Consistent with guide-card design system */
+      .ready-banner-footer {
+        display: flex;
+        align-items: center;
+        justify-content: space-between;
+        gap: 16px;
+        padding: 16px 20px;
+        background: #ffffff;
+        border: 1px solid $card-border;
+        border-radius: 12px;
+        box-shadow: $card-shadow;
+        transition: all 0.2s ease;
+
+        &:hover {
+          border-color: $card-border-hover;
+        }
+
+        .ready-banner-left {
+          display: flex;
+          align-items: center;
+          gap: 14px;
+          min-width: 0;
+          flex: 1;
+
+          .step-badge {
+            width: 32px;
+            height: 32px;
+            border-radius: 8px;
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            font-size: 13.5px;
+            font-weight: 700;
+            background: #f1f5f9;
+            color: $text-secondary;
+            flex-shrink: 0;
+
+            .step-check-icon {
+              font-size: 18px;
+              font-weight: 700;
+              color: inherit;
+            }
+
+            &.step-pass {
+              background: $emerald-light;
+              color: $emerald;
+            }
+          }
+
+          .ready-text-group {
+            display: flex;
+            flex-direction: column;
+            gap: 2px;
+            min-width: 0;
+
+            .ready-title {
+              margin: 0;
+              font-size: 15px;
+              font-weight: 600;
+              color: $text-main;
+              letter-spacing: -0.01em;
+            }
+
+            .ready-desc {
+              margin: 0;
+              font-size: 12.5px;
+              color: $text-secondary;
+              line-height: 1.4;
+            }
+          }
+        }
+
+        .btn-proceed-launch {
+          display: inline-flex;
+          align-items: center;
+          gap: 6px;
+          padding: 0 18px;
+          height: 36px;
+          @include glass-primary-btn;
+          border-radius: 8px;
+          font-family: inherit;
+          font-size: 13px;
+          font-weight: 600;
+          cursor: pointer;
+          white-space: nowrap;
+          flex-shrink: 0;
+
+          .rocket-icon {
+            font-size: 16px;
+            transition: transform 0.2s ease;
+          }
+
+          &:hover:not(:disabled) {
+            .rocket-icon {
+              transform: translateX(2px) translateY(-2px);
+            }
+          }
+        }
+
+        @media (max-width: 768px) {
+          flex-direction: column;
+          align-items: stretch;
+
+          .btn-proceed-launch {
+            justify-content: center;
+          }
+        }
+      }
+
+    }
+
+    /* ======================================================================= */
+    /* SHARED CODE BOX & TERMINAL SNIPPET STYLES                               */
+    /* ======================================================================= */
+    .code-box {
+      display: inline-flex;
+      align-items: center;
+      justify-content: space-between;
+      gap: 8px;
+      padding: 0 6px 0 10px;
+      height: 32px;
+      background: #0f172a;
+      color: #f8fafc;
+      border-radius: 6px;
+      font-family: $font-mono;
+      font-size: 11.5px;
+      min-width: 0;
+      max-width: 100%;
+
+      .terminal-prefix {
+        color: #64748b;
+        user-select: none;
+        flex-shrink: 0;
+        font-weight: 700;
+        font-size: 11px;
+      }
+
+      .code-text, code {
+        flex: 1;
+        min-width: 0;
+        color: #38bdf8 !important;
+        font-family: inherit;
+        background: transparent !important;
+        border: none !important;
+        padding: 0 !important;
+        font-size: inherit;
+        white-space: nowrap;
+        overflow: hidden;
+        text-overflow: ellipsis;
+      }
+
+      .btn-copy-code {
+        display: inline-flex;
+        align-items: center;
+        justify-content: center;
+        gap: 3px;
+        padding: 0 8px;
+        height: 22px;
+        background: rgba(255, 255, 255, 0.14);
+        backdrop-filter: blur(8px);
+        -webkit-backdrop-filter: blur(8px);
+        color: #ffffff !important;
+        border: 1px solid rgba(255, 255, 255, 0.2);
+        border-radius: 5px;
+        box-shadow: inset 0 1px 1px rgba(255, 255, 255, 0.2);
+        font-family: $font-sans;
+        font-size: 10.5px;
+        font-weight: 600;
+        cursor: pointer;
+        transition: all 0.18s ease;
+        flex-shrink: 0;
+
+        .material-symbols-outlined, span {
+          color: #ffffff !important;
+        }
+
+        .material-symbols-outlined {
+          font-size: 12px;
+        }
+
+        &:hover {
+          background: rgba(255, 255, 255, 0.26);
+          border-color: rgba(255, 255, 255, 0.35);
+          transform: translateY(-0.5px);
+        }
+
+        &:active {
+          transform: scale(0.96);
+        }
+
+        &.copied {
+          background: rgba(16, 185, 129, 0.35);
+          backdrop-filter: blur(8px);
+          border-color: rgba(16, 185, 129, 0.6);
+          color: #34d399 !important;
+          box-shadow: 0 0 10px rgba(16, 185, 129, 0.3), inset 0 1px 1px rgba(255, 255, 255, 0.4);
+
+          .material-symbols-outlined, span {
+            color: #34d399 !important;
+          }
+        }
+      }
+
+      &.small-box {
+        height: 30px;
+        font-size: 11.5px;
+        padding: 0 6px 0 10px;
+
+        .btn-copy-code {
+          height: 22px;
+          padding: 0 8px;
+          font-size: 10.5px;
+
+          .material-symbols-outlined {
+            font-size: 12px;
+          }
+        }
+      }
+    }
+
+    /* ======================================================================= */
+    /* VIEW 2: TASK LAUNCHER (UNIFIED SCULPTURED COMPOSER SURFACE)             */
+    /* ======================================================================= */
+    .task-launcher-view {
+      display: flex;
+      flex-direction: column;
+      gap: 12px;
+      animation: fadeIn 0.22s cubic-bezier(0.4, 0, 0.2, 1);
+
+      .launcher-warning-bar {
+        display: flex;
+        align-items: center;
+        gap: 10px;
+        padding: 10px 16px;
+        background: #fffbeb;
+        border: 1px solid #fde68a;
+        border-radius: 12px;
+        color: #92400e;
+        font-size: 13px;
+        cursor: pointer;
+        transition: all 0.15s ease;
+
+        .warn-icon {
+          font-size: 18px;
+          color: #d97706;
+          flex-shrink: 0;
+        }
+
+        .arrow {
+          font-size: 16px;
+          margin-left: auto;
+        }
+
+        &:hover {
+          background: #fef3c7;
+          border-color: #fcd34d;
+        }
+      }
+
+      /* Unified Sculptured Composer (Linear / Claude / ChatGPT Grade) */
+      .composer-card {
+        background: rgba(255, 255, 255, 0.88);
+        backdrop-filter: blur(28px) saturate(190%);
+        -webkit-backdrop-filter: blur(28px) saturate(190%);
+        border: 1px solid rgba(255, 255, 255, 0.95);
+        box-shadow: 0 20px 50px -12px rgba(15, 23, 42, 0.08), 0 1px 3px rgba(0, 0, 0, 0.02), inset 0 1px 1px rgba(255, 255, 255, 0.95);
+        border-radius: 20px;
+        padding: 18px 20px 14px;
+        transition: all 0.3s cubic-bezier(0.4, 0, 0.2, 1);
+        position: relative;
+
+        &.is-pro-active {
+          border-color: rgba(221, 214, 254, 0.95);
+          box-shadow: 0 24px 60px -12px rgba(99, 102, 241, 0.16), 0 1px 3px rgba(0, 0, 0, 0.02), inset 0 1px 1px rgba(255, 255, 255, 0.95);
+        }
+
+        .intent-suggestion-strip {
+          display: flex;
+          align-items: center;
+          justify-content: space-between;
+          gap: 10px;
+          padding: 8px 12px;
+          background: linear-gradient(135deg, rgba(238, 242, 255, 0.95) 0%, rgba(245, 243, 255, 0.95) 100%);
+          border: 1px solid rgba(199, 210, 254, 0.85);
+          border-radius: 10px;
+          margin-bottom: 12px;
+          animation: slideUpFade 0.22s cubic-bezier(0.4, 0, 0.2, 1);
+
+          .suggestion-left {
+            display: flex;
+            align-items: center;
+            gap: 8px;
+            min-width: 0;
+
+            .sparkle-icon {
+              font-size: 17px;
+              color: #6366f1;
+              flex-shrink: 0;
+              animation: sparklePulse 2.5s ease-in-out infinite alternate;
+            }
+
+            .suggestion-text {
+              font-size: 12.5px;
+              color: #3730a3;
+              line-height: 1.4;
+
+              strong {
+                color: #1e1b4b;
+                font-weight: 600;
+              }
+            }
+          }
+
+          .btn-switch-pro {
+            display: inline-flex;
+            align-items: center;
+            gap: 4px;
+            padding: 4px 10px;
+            border-radius: 6px;
+            border: none;
+            background: #6366f1;
+            color: #ffffff;
+            font-family: inherit;
+            font-size: 11.5px;
+            font-weight: 600;
+            cursor: pointer;
+            flex-shrink: 0;
+            transition: all 0.18s cubic-bezier(0.4, 0, 0.2, 1);
+            box-shadow: 0 1px 3px rgba(99, 102, 241, 0.25);
+
+            .btn-arrow {
+              font-size: 14px;
+              transition: transform 0.15s ease;
+            }
+
+            &:hover {
+              background: #4f46e5;
+              box-shadow: 0 2px 6px rgba(99, 102, 241, 0.35);
+              transform: translateY(-0.5px);
+
+              .btn-arrow {
+                transform: translateX(2px);
+              }
+            }
+
+            &:active {
+              transform: scale(0.96);
+            }
+          }
+        }
+
+        .composer-input-area {
+          width: 100%;
+
+          .composer-textarea {
+            width: 100%;
+            border: none;
+            outline: none;
+            background: transparent;
+            padding: 0;
+            margin: 0;
+            font-family: inherit;
+            font-size: 15.5px;
+            line-height: 1.6;
+            color: #0f172a;
+            resize: vertical;
+            min-height: 90px;
+            letter-spacing: -0.01em;
+
+            &::placeholder {
+              color: #94a3b8;
+              font-weight: 400;
+            }
+
+            &:disabled {
+              color: #94a3b8;
+              cursor: not-allowed;
+            }
+          }
+        }
+
+        /* Contextual Model Descriptor Strip (Flash & Pro) */
+        .composer-model-descriptor {
+          display: flex;
+          align-items: center;
+          gap: 9px;
+          padding: 8px 12px;
+          border-radius: 9px;
+          background: rgba(248, 250, 252, 0.75);
+          border: 1px solid rgba(241, 245, 249, 0.95);
+          margin-top: 10px;
+          margin-bottom: 12px;
+          transition: all 0.25s cubic-bezier(0.4, 0, 0.2, 1);
+
+          .descriptor-icon-wrap {
+            width: 22px;
+            height: 22px;
+            border-radius: 6px;
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            background: rgba(26, 115, 232, 0.1);
+            color: #1a73e8;
+            flex-shrink: 0;
+            transition: all 0.25s ease;
+
+            .material-symbols-outlined {
+              font-size: 14px;
+            }
+          }
+
+          .descriptor-body {
+            flex: 1;
+            min-width: 0;
+
+            .desc-line {
+              margin: 0;
+              font-size: 12.5px;
+              line-height: 1.45;
+              color: #475569;
+              letter-spacing: -0.005em;
+
+              .mode-name {
+                font-weight: 700;
+                color: #0f172a;
+              }
+
+              .bullet {
+                color: #94a3b8;
+                margin: 0 3px;
+              }
+
+              strong {
+                color: #0f172a;
+                font-weight: 600;
+              }
+
+              .limitation-tag {
+                color: #64748b;
+                font-size: 11.5px;
+                margin-left: 3px;
+              }
+            }
+          }
+
+          &.is-pro {
+            background: linear-gradient(135deg, rgba(245, 243, 255, 0.8) 0%, rgba(250, 245, 255, 0.8) 100%);
+            border-color: rgba(237, 233, 254, 0.95);
+
+            .descriptor-icon-wrap {
+              background: rgba(124, 58, 237, 0.12);
+              color: #7c3aed;
+            }
+
+            .descriptor-body .desc-line {
+              color: #334155;
+
+              .mode-name, strong {
+                color: #1e1b4b;
+              }
+            }
+          }
+        }
+
+        .error-banner {
+          display: flex;
+          align-items: center;
+          gap: 6px;
+          padding: 8px 12px;
+          background: $rose-light;
+          border: 1px solid $rose-border;
+          border-radius: 8px;
+          color: $rose-dark;
+          font-size: 12px;
+          margin-bottom: 10px;
+
+          .error-icon {
+            font-size: 16px;
+            flex-shrink: 0;
+          }
+        }
+
+        .composer-action-bar {
+          display: flex;
+          align-items: center;
+          justify-content: space-between;
+          padding-top: 10px;
+          border-top: 1px solid rgba(241, 245, 249, 0.95);
+          gap: 12px;
+          flex-wrap: wrap;
+
+          .bar-left {
+            display: flex;
+            align-items: center;
+
+            .model-toggle-capsule {
+              display: inline-flex;
+              align-items: center;
+              background: rgba(241, 245, 249, 0.85);
+              padding: 3px;
+              border-radius: 18px;
+              gap: 3px;
+              border: 1px solid rgba(226, 232, 240, 0.88);
+              width: 172px;
+              box-sizing: border-box;
+
+              .model-toggle-btn {
+                flex: 1 1 0;
+                width: 50%;
+                height: 32px;
+                padding: 0 10px;
+                border-radius: 15px;
+                border: none;
+                background: transparent;
+                cursor: pointer;
+                display: inline-flex;
+                align-items: center;
+                justify-content: center;
+                gap: 6px;
+                transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+                outline: none;
+                box-sizing: border-box;
+                white-space: nowrap;
+
+                .btn-icon {
+                  font-size: 16px;
+                  color: #64748b;
+                  flex-shrink: 0;
+                  transition: color 0.15s ease;
+                }
+
+                .btn-text {
+                  font-size: 13px;
+                  font-weight: 500;
+                  color: #475569;
+                  line-height: 1;
+                }
+
+                &:hover:not(.active) {
+                  background: rgba(255, 255, 255, 0.7);
+
+                  .btn-icon, .btn-text {
+                    color: #0f172a;
+                  }
+                }
+
+                &.active {
+                  background: #ffffff;
+                  box-shadow: 0 1px 4px rgba(0, 0, 0, 0.08), 0 1px 2px rgba(0, 0, 0, 0.04);
+
+                  .btn-icon {
+                    color: #1a73e8;
+                  }
+                  .btn-text {
+                    color: #0f172a;
+                    font-weight: 600;
+                  }
+                }
+
+                &.btn-pro.active {
+                  background: linear-gradient(135deg, #6366f1 0%, #7c3aed 100%);
+                  box-shadow: 0 2px 8px rgba(99, 102, 241, 0.35);
+
+                  .btn-icon, .btn-text {
+                    color: #ffffff !important;
+                  }
+                }
+
+                &:active {
+                  transform: scale(0.97);
+                }
+              }
+            }
+          }
+
+          .bar-right {
+            display: flex;
+            align-items: center;
+            gap: 12px;
+
+            .char-count {
+              font-size: 11.5px;
+              color: #94a3b8;
+              font-variant-numeric: tabular-nums;
+            }
+
+            .btn-run-composer {
+              display: inline-flex;
+              align-items: center;
+              justify-content: center;
+              gap: 6px;
+              height: 38px;
+              padding: 0 20px;
+              @include glass-primary-btn;
+              border-radius: 12px;
+              font-family: inherit;
+              font-size: 13.5px;
+              font-weight: 700;
+              cursor: pointer;
+              letter-spacing: -0.01em;
+
+              &.btn-run-pro {
+                background: linear-gradient(135deg, rgba(99, 102, 241, 0.92) 0%, rgba(124, 58, 237, 0.85) 100%);
+                box-shadow: 0 4px 14px rgba(99, 102, 241, 0.32), inset 0 1px 1px rgba(255, 255, 255, 0.45);
+
+                &:hover:not(:disabled) {
+                  background: linear-gradient(135deg, rgba(99, 102, 241, 1) 0%, rgba(124, 58, 237, 0.95) 100%);
+                  box-shadow: 0 6px 20px rgba(99, 102, 241, 0.42), inset 0 1px 1px rgba(255, 255, 255, 0.6);
+                }
+              }
+
+              .run-icon {
+                font-size: 18px;
+                line-height: 1;
+                transition: transform 0.2s cubic-bezier(0.34, 1.56, 0.64, 1);
+              }
+
+              &:hover:not(:disabled) {
+                .run-icon {
+                  transform: scale(1.15) rotate(15deg);
+                }
+              }
+
+              .spinner {
+                width: 14px;
+                height: 14px;
+                border: 2px solid rgba(255, 255, 255, 0.4);
+                border-top-color: #ffffff;
+                border-radius: 50%;
+                animation: spin 0.8s linear infinite;
+              }
+            }
+          }
+        }
+      }
+
+      /* Pro Mode Standalone Outputter Card (Minimalist Apple/Linear Style) */
+      .pro-outputter-standalone-card {
+        background: rgba(255, 255, 255, 0.88);
+        backdrop-filter: blur(20px) saturate(180%);
+        -webkit-backdrop-filter: blur(20px) saturate(180%);
+        border: 1px solid rgba(226, 232, 240, 0.95);
+        border-radius: 16px;
+        padding: 12px 18px 14px;
+        box-shadow: 0 1px 3px rgba(0, 0, 0, 0.02), 0 8px 24px -6px rgba(15, 23, 42, 0.04);
+        display: flex;
+        flex-direction: column;
+        gap: 8px;
+        animation: slideUpFade 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+
+        .outputter-card-header {
+          display: flex;
+          align-items: baseline;
+          gap: 6px;
+
+          .outputter-title {
+            font-size: 13px;
+            font-weight: 700;
+            color: #0f172a;
+            letter-spacing: -0.01em;
+          }
+
+          .outputter-optional-tag {
+            font-size: 11.5px;
+            font-weight: 500;
+            color: #94a3b8;
+          }
+        }
+
+        .outputter-input-wrapper {
+          display: flex;
+          align-items: center;
+          background: #f8fafc;
+          border: 1px solid #e2e8f0;
+          border-radius: 10px;
+          padding: 0 12px;
+          height: 38px;
+          transition: all 0.18s ease;
+
+          &:focus-within {
+            background: #ffffff;
+            border-color: #7c3aed;
+            box-shadow: 0 0 0 3px rgba(124, 58, 237, 0.1);
+          }
+
+          .outputter-standalone-input {
+            flex: 1;
+            border: none;
+            outline: none;
+            background: transparent;
+            font-family: inherit;
+            font-size: 13px;
+            color: #0f172a;
+
+            &::placeholder {
+              color: #94a3b8;
+              font-weight: 400;
+            }
+          }
+
+          .btn-clear-standalone {
+            border: none;
+            background: transparent;
+            color: #94a3b8;
+            cursor: pointer;
+            padding: 3px;
+            border-radius: 4px;
+            display: flex;
+            align-items: center;
+            justify-content: center;
+            transition: color 0.15s ease, background 0.15s ease;
+
+            &:hover {
+              color: #475569;
+              background: rgba(0, 0, 0, 0.05);
+            }
+
+            .material-symbols-outlined {
+              font-size: 16px;
+            }
+          }
+        }
+      }
+
+      /* Smart Suggestions Hub (Device-Aware, Flash vs Pro Tailored) */
+      .smart-suggestions-container {
+        display: flex;
+        flex-direction: column;
+        gap: 12px;
+        margin-top: 10px;
+
+        .suggestions-header-bar {
+          display: flex;
+          align-items: center;
+          justify-content: space-between;
+          gap: 12px;
+          flex-wrap: wrap;
+
+          .header-left {
+            display: flex;
+            align-items: center;
+            gap: 12px;
+            flex-wrap: wrap;
+
+            .section-label {
+              display: inline-flex;
+              align-items: center;
+              gap: 6px;
+              font-family: inherit;
+              font-size: 13px;
+              font-weight: 700;
+              color: #0f172a;
+              letter-spacing: -0.01em;
+
+              .section-icon {
+                font-size: 17px;
+                color: #6366f1;
+                animation: sparklePulse 3s ease-in-out infinite alternate;
+              }
+
+              .device-context-pill {
+                display: inline-flex;
+                align-items: center;
+                gap: 4px;
+                padding: 2px 8px;
+                border-radius: 12px;
+                background: rgba(16, 185, 129, 0.1);
+                border: 1px solid rgba(16, 185, 129, 0.25);
+                color: #059669;
+                font-size: 11px;
+                font-weight: 600;
+                line-height: 1.3;
+
+                .dev-icon {
+                  font-size: 13px;
+                  color: #059669;
+                }
+              }
+            }
+
+            .category-tabs-group {
+              display: inline-flex;
+              align-items: center;
+              gap: 3px;
+              background: rgba(255, 255, 255, 0.65);
+              backdrop-filter: blur(16px);
+              -webkit-backdrop-filter: blur(16px);
+              padding: 3px;
+              border-radius: 16px;
+              border: 1px solid rgba(226, 232, 240, 0.85);
+              box-shadow: 0 1px 3px rgba(0, 0, 0, 0.02);
+
+              .cat-tab-btn {
+                display: inline-flex;
+                align-items: center;
+                gap: 4px;
+                padding: 4px 10px;
+                border-radius: 12px;
+                border: none;
+                background: transparent;
+                font-family: inherit;
+                font-size: 11.5px;
+                font-weight: 600;
+                color: #64748b;
+                cursor: pointer;
+                transition: all 0.18s ease;
+                white-space: nowrap;
+
+                .tab-mini-icon {
+                  font-size: 13px;
+                }
+
+                &:hover:not(.active) {
+                  color: #0f172a;
+                  background: rgba(255, 255, 255, 0.6);
+                }
+
+                &.active {
+                  color: #0f172a;
+                  background: #ffffff;
+                  box-shadow: 0 2px 6px rgba(15, 23, 42, 0.08), inset 0 1px 0 #fff;
+
+                  &.cat-device {
+                    color: #059669;
+                  }
+
+                  &.cat-flash {
+                    color: #1a73e8;
+                  }
+
+                  &.cat-pro {
+                    color: #7c3aed;
+                  }
+                }
+              }
+            }
+          }
+
+          .header-right {
+            .btn-shuffle-suggestions {
+              display: inline-flex;
+              align-items: center;
+              gap: 4px;
+              padding: 5px 12px;
+              border-radius: 14px;
+              background: rgba(255, 255, 255, 0.72);
+              backdrop-filter: blur(12px);
+              border: 1px solid rgba(226, 232, 240, 0.85);
+              color: #64748b;
+              font-family: inherit;
+              font-size: 11.5px;
+              font-weight: 600;
+              cursor: pointer;
+              transition: all 0.2s cubic-bezier(0.4, 0, 0.2, 1);
+
+              .shuffle-icon {
+                font-size: 14px;
+                transition: transform 0.2s ease;
+              }
+
+              &:hover {
+                background: #ffffff;
+                color: #0f172a;
+                border-color: rgba(203, 213, 225, 0.9);
+                transform: translateY(-1px);
+                box-shadow: 0 2px 8px rgba(15, 23, 42, 0.06);
+
+                .shuffle-icon {
+                  transform: rotate(45deg);
+                }
+              }
+
+              &:active {
+                transform: scale(0.97);
+              }
+            }
+          }
+        }
+
+        .suggestions-cards-grid {
+          display: grid;
+          grid-template-columns: repeat(auto-fill, minmax(285px, 1fr));
+          gap: 12px;
+
+          .suggestion-card {
+            display: flex;
+            flex-direction: column;
+            justify-content: space-between;
+            padding: 14px 16px;
+            border-radius: 16px;
+            background: rgba(255, 255, 255, 0.72);
+            backdrop-filter: blur(20px) saturate(180%);
+            -webkit-backdrop-filter: blur(20px) saturate(180%);
+            border: 1px solid rgba(226, 232, 240, 0.85);
+            box-shadow: 0 2px 8px -1px rgba(15, 23, 42, 0.04), inset 0 1px 1px rgba(255, 255, 255, 0.95);
+            cursor: pointer;
+            transition: all 0.22s cubic-bezier(0.4, 0, 0.2, 1);
+            user-select: none;
+            position: relative;
+            overflow: hidden;
+            min-height: 128px;
+
+            &:hover {
+              background: rgba(255, 255, 255, 0.95);
+              transform: translateY(-2px);
+              box-shadow: 0 8px 24px -4px rgba(15, 23, 42, 0.08), 0 2px 6px rgba(0, 0, 0, 0.02), inset 0 1px 1px #ffffff;
+              border-color: rgba(191, 219, 254, 0.95);
+            }
+
+            &.is-pro-card:hover {
+              border-color: rgba(199, 210, 254, 0.95);
+              box-shadow: 0 8px 24px -4px rgba(99, 102, 241, 0.12), inset 0 1px 1px #ffffff;
+            }
+
+            &:active {
+              transform: scale(0.985);
+            }
+
+            .card-top-row {
+              display: flex;
+              align-items: center;
+              justify-content: space-between;
+              gap: 8px;
+
+              .app-icons-cluster {
+                display: flex;
+                align-items: center;
+                gap: 6px;
+
+                .app-icon-badge {
+                  width: 26px;
+                  height: 26px;
+                  border-radius: 8px;
+                  background: #f1f5f9;
+                  display: flex;
+                  align-items: center;
+                  justify-content: center;
+                  color: #475569;
+                  border: 1px solid rgba(226, 232, 240, 0.9);
+                  flex-shrink: 0;
+
+                  span {
+                    font-size: 14px;
+                  }
+                }
+
+                .app-names-label {
+                  font-size: 11.5px;
+                  font-weight: 600;
+                  color: #475569;
+                  white-space: nowrap;
+                  overflow: hidden;
+                  text-overflow: ellipsis;
+                  max-width: 140px;
+                }
+              }
+
+              .mode-badge {
+                padding: 2px 7px;
+                border-radius: 8px;
+                font-size: 10.5px;
+                font-weight: 700;
+                line-height: 1.2;
+                flex-shrink: 0;
+
+                &.mode-flash {
+                  background: rgba(26, 115, 232, 0.1);
+                  color: #1a73e8;
+                  border: 1px solid rgba(26, 115, 232, 0.2);
+                }
+
+                &.mode-pro {
+                  background: rgba(99, 102, 241, 0.12);
+                  color: #6366f1;
+                  border: 1px solid rgba(99, 102, 241, 0.25);
+                }
+              }
+            }
+
+            .card-body {
+              margin: 8px 0 6px;
+
+              .card-title {
+                font-size: 13.5px;
+                font-weight: 600;
+                color: #0f172a;
+                margin: 0 0 3px;
+                line-height: 1.3;
+                letter-spacing: -0.01em;
+              }
+
+              .card-desc {
+                font-size: 12px;
+                color: #64748b;
+                margin: 0;
+                line-height: 1.45;
+                display: -webkit-box;
+                -webkit-line-clamp: 2;
+                -webkit-box-orient: vertical;
+                overflow: hidden;
+              }
+            }
+
+
+            .card-footer-row {
+              display: flex;
+              align-items: center;
+              justify-content: space-between;
+              gap: 6px;
+              margin-top: 6px;
+              padding-top: 8px;
+              border-top: 1px solid rgba(241, 245, 249, 0.85);
+
+              .tag-pill {
+                font-size: 11px;
+                font-weight: 600;
+                color: #64748b;
+                white-space: nowrap;
+                overflow: hidden;
+                text-overflow: ellipsis;
+              }
+
+              .use-prompt-action {
+                display: inline-flex;
+                align-items: center;
+                gap: 3px;
+                font-size: 11.5px;
+                font-weight: 600;
+                color: #1a73e8;
+                opacity: 0.85;
+                transition: all 0.15s ease;
+                flex-shrink: 0;
+
+                .action-arrow {
+                  font-size: 13px;
+                  transition: transform 0.15s ease;
+                }
+              }
+            }
+
+            &:hover .use-prompt-action {
+              opacity: 1;
+
+              .action-arrow {
+                transform: translateX(2px);
+              }
+            }
+          }
+        }
+      }
+    }
+
+  }
+}
+
+// =============================================================================
+// KEYFRAME ANIMATIONS
+// =============================================================================
+@keyframes spin {
+  to {
+    transform: rotate(360deg);
+  }
+}
+
+@keyframes fadeIn {
+  from {
+    opacity: 0;
+    transform: translateY(3px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@keyframes slideUpFade {
+  from {
+    opacity: 0;
+    transform: translateY(8px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@keyframes slideDownFade {
+  from {
+    opacity: 0;
+    transform: translateY(-6px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@keyframes floatGlow1 {
+  0% {
+    transform: translate(0, 0) scale(1);
+  }
+  50% {
+    transform: translate(35px, 45px) scale(1.06);
+  }
+  100% {
+    transform: translate(-25px, 25px) scale(0.96);
+  }
+}
+
+@keyframes floatGlow2 {
+  0% {
+    transform: translate(0, 0) scale(1);
+  }
+  50% {
+    transform: translate(-40px, 40px) scale(1.08);
+  }
+  100% {
+    transform: translate(20px, 60px) scale(0.94);
+  }
+}
+
+@keyframes floatGlow3 {
+  0% {
+    transform: translate(0, 0) scale(1);
+  }
+  50% {
+    transform: translate(25px, -30px) scale(1.04);
+  }
+  100% {
+    transform: translate(-30px, 15px) scale(0.97);
+  }
+}
+
+@keyframes readyPulseGlow {
+  0% {
+    transform: scale(0.97);
+    opacity: 0.7;
+  }
+  50% {
+    transform: scale(1.06);
+    opacity: 1;
+  }
+  100% {
+    transform: scale(0.98);
+    opacity: 0.75;
+  }
+}
+
+@keyframes statusDotPulse {
+  0% {
+    transform: scale(0.95);
+    box-shadow: 0 0 0 0 rgba(16, 185, 129, 0.7);
+  }
+  70% {
+    transform: scale(1);
+    box-shadow: 0 0 0 5px rgba(16, 185, 129, 0);
+  }
+  100% {
+    transform: scale(0.95);
+    box-shadow: 0 0 0 0 rgba(16, 185, 129, 0);
+  }
+}
+
+@keyframes sparklePulse {
+  0% {
+    transform: scale(0.92) rotate(0deg);
+    opacity: 0.8;
+  }
+  50% {
+    transform: scale(1.12) rotate(8deg);
+    opacity: 1;
+  }
+  100% {
+    transform: scale(0.92) rotate(0deg);
+    opacity: 0.8;
+  }
+}
diff --git a/apps/showcase_ui/src/app/pages/home/home.component.ts b/apps/showcase_ui/src/app/pages/home/home.component.ts
new file mode 100644
index 0000000..737b986
--- /dev/null
+++ b/apps/showcase_ui/src/app/pages/home/home.component.ts
@@ -0,0 +1,766 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import { Component, signal, computed, effect, inject, OnInit, OnDestroy } from '@angular/core';
+import { CommonModule } from '@angular/common';
+import { FormsModule } from '@angular/forms';
+import { Router, RouterLink } from '@angular/router';
+import { AgentService } from '../../services/agent.service';
+import { SystemService } from '../../services/system.service';
+import { DeviceInfo, ProbeResult } from '../../core/models/system.model';
+import {
+  AppReference,
+  SmartSuggestion,
+  SuggestionCategory
+} from '../../core/data/smart-tasks.data';
+import { TaskRecommendationService } from '../../core/services/task-recommendation.service';
+
+export type { AppReference, SmartSuggestion, SuggestionCategory };
+
+
+@Component({
+  selector: 'app-home',
+  standalone: true,
+  imports: [CommonModule, FormsModule],
+  templateUrl: './home.component.html',
+  styleUrl: './home.component.scss'
+})
+export class HomeComponent implements OnInit, OnDestroy {
+  public agentService = inject(AgentService);
+  public systemService = inject(SystemService);
+  public taskRecService = inject(TaskRecommendationService);
+  private router = inject(Router);
+
+  // High-level navigation mode: 'diagnostics' (System Setup Guide) vs 'launcher' (Task Execution)
+  public activeTab = signal<'diagnostics' | 'launcher'>('launcher');
+
+  // Interactive guide sub-tab inside ADB section: 'emulator' | 'usb' | 'wifi'
+  public activeAdbGuideTab = signal<'emulator' | 'usb' | 'wifi'>('emulator');
+  public emulatorSetupMode = signal<'studio' | 'cli'>('studio');
+
+  // Interactive guide tab for LLM / OCR credentials: 'gemini' | 'ocr'
+  public modelSetupMode = signal<'gemini' | 'custom'>('gemini');
+  public showOcrConfig = signal<boolean>(false);
+  public showFullConfigFile = signal<boolean>(false);
+
+  // Model & Environment configuration from backend
+  public modelConfigEnv = computed(() => this.systemService.modelConfigEnv());
+
+  // Google Gemini API Key State
+  public geminiKeyInput = signal<string>('');
+  public showGeminiKey = signal<boolean>(false);
+  public isSavingGeminiKey = signal<boolean>(false);
+  public isTestingGeminiKey = signal<boolean>(false);
+  public geminiSaveMessage = signal<string | null>(null);
+  public geminiSaveError = signal<string | null>(null);
+  public isGeminiKeyEdited = signal<boolean>(false);
+
+  // Vision OCR API Key State
+  public ocrKeyInput = signal<string>('');
+  public showOcrKey = signal<boolean>(false);
+  public isSavingOcrKey = signal<boolean>(false);
+  public isTestingOcrKey = signal<boolean>(false);
+  public ocrSaveMessage = signal<string | null>(null);
+  public ocrSaveError = signal<string | null>(null);
+  public isOcrKeyEdited = signal<boolean>(false);
+
+  // Clipboard copy state tracker for interactive feedback
+  public copiedId = signal<string | null>(null);
+
+  // Diagnostic re-check state
+  public isRefreshingDiagnostics = signal<boolean>(false);
+
+  // Wireless ADB Interactive connection signals
+  public wifiHost = signal<string>('192.168.1.100');
+  public wifiPort = signal<string>('5555');
+  public isConnectingWifi = signal<boolean>(false);
+  public wifiConnectMessage = signal<string | null>(null);
+  public wifiConnectError = signal<string | null>(null);
+  public adbRestartFeedback = signal<string | null>(null);
+
+  public wifiCommand = computed(() => {
+    const h = this.wifiHost().trim() || '<phone-ip>';
+    const p = this.wifiPort().trim() || '5555';
+    return `adb connect ${h}:${p}`;
+  });
+
+  // Task execution parameters
+  public selectedProfile = signal<'flash' | 'pro'>('flash');
+  public taskGoal = signal<string>('');
+  public isSubmitting = signal<boolean>(false);
+  public errorMessage = signal<string | null>(null);
+
+  // Pro Mode Outputter & Structured Output Configuration
+  public expectedOutput = signal<string>('');
+  public enableOutputter = signal<boolean>(true);
+  public showOutputterDrawer = signal<boolean>(false);
+
+  public toggleOutputterDrawer(): void {
+    this.showOutputterDrawer.update((v) => !v);
+  }
+
+  public applyOutputPreset(preset: string): void {
+    if (this.expectedOutput() === preset) {
+      this.expectedOutput.set('');
+    } else {
+      this.expectedOutput.set(preset);
+      this.showOutputterDrawer.set(true);
+    }
+  }
+
+  // Smart intent detection for model recommendation
+  public isIntentSuggestingPro = computed<boolean>(() => {
+    const text = this.taskGoal().toLowerCase();
+    if (!text.trim()) return false;
+    const keywords = [
+      'monitor', 'polling', 'poll', 'wait until', 'loop', 'keep watching',
+      'crash', 'logcat', 'troubleshoot', 'diagnose', 'debug', 'investigate',
+      'compare', 'extract', 'summarize', 'report',
+      '监控', '轮询', '等待', '一直', '直到', '崩溃', '闪退', '排查', '分析日志', '对比', '总结'
+    ];
+    return keywords.some(k => text.includes(k));
+  });
+
+  public showIntentSuggestion = computed<boolean>(() => {
+    return this.isIntentSuggestingPro() && this.selectedProfile() === 'flash';
+  });
+
+  // Computed helper states delegating to SystemService
+  public isReady = computed(() => this.systemService.isReady());
+  public isLoading = computed(() => this.systemService.isLoading());
+  public isRestartingAdb = computed(() => this.systemService.isRestartingAdb());
+  public launchingAvd = computed(() => this.systemService.launchingAvd());
+  public emulatorLaunchState = computed(() => this.systemService.emulatorLaunchState());
+  public isEmulatorLaunching = computed(() => this.systemService.isEmulatorLaunching());
+  public showLaunchLogs = signal<boolean>(false);
+  
+  // Probes
+  public pythonProbe = computed(() => this.systemService.pythonProbe());
+  public configProbe = computed(() => this.systemService.configProbe());
+  public adbProbe = computed(() => this.systemService.adbProbe());
+  public llmProbe = computed(() => this.systemService.llmProbe());
+  public geminiProbe = computed(() => this.systemService.geminiProbe());
+  public ocrProbe = computed(() => this.systemService.ocrProbe());
+  public toolchainProbe = computed(() => this.systemService.toolchainProbe());
+
+  // Step-level readiness
+  public isEnvironmentReady = computed(() => this.systemService.isEnvironmentReady());
+  public isCredentialsReady = computed(() => this.systemService.isCredentialsReady());
+  public isSkipCredentialsCheck = computed(() => this.systemService.isSkipCredentialsCheck());
+  public isDeviceReady = computed(() => this.systemService.isDeviceReady());
+
+  // Device information
+  public activeDevice = computed(() => this.systemService.activeDevice());
+  public connectedDevices = computed(() => this.systemService.connectedDevices());
+  public installedAvds = computed(() => this.systemService.installedAvds());
+  public emulatorPath = computed(() => this.systemService.emulatorPath());
+  public isEmulatorInPath = computed(() => this.systemService.isEmulatorInPath());
+  public totalStepCount = computed(() => this.systemService.totalStepCount());
+  public passedStepCount = computed(() => this.systemService.passedStepCount());
+  public blockerCount = computed(() => this.systemService.blockerCount());
+  public passedBlockerCount = computed(() => this.systemService.passedBlockerCount());
+
+  // Configured LLM providers from probe metadata
+  public configuredLlmProviders = computed<any[]>(() => {
+    const meta = this.llmProbe()?.metadata;
+    if (meta && Array.isArray(meta['providers'])) {
+      return meta['providers'];
+    }
+    return [];
+  });
+
+  // Multi-OS detection & active OS selection
+  public selectedOs = signal<'linux' | 'darwin' | 'windows' | null>(null);
+  public effectiveOs = computed<'linux' | 'darwin' | 'windows'>(() => {
+    return this.selectedOs() || this.systemService.osType();
+  });
+
+  public oneClickSetupCmd = computed(() => {
+    const os = this.effectiveOs();
+    if (os === 'windows') {
+      return 'powershell -ExecutionPolicy Bypass -File scripts/install_deps.ps1';
+    }
+    return 'bash scripts/install_deps.sh';
+  });
+
+  public adbInstallCmd = computed(() => {
+    const os = this.effectiveOs();
+    if (os === 'windows') {
+      return 'winget install Google.PlatformTools';
+    }
+    if (os === 'darwin') {
+      return 'brew install android-platform-tools';
+    }
+    return 'sudo apt-get install -y adb';
+  });
+
+  public toolchainInstallCmd = computed(() => {
+    const os = this.effectiveOs();
+    if (os === 'windows') {
+      return 'winget install Gyan.FFmpeg Genymobile.scrcpy';
+    }
+    if (os === 'darwin') {
+      return 'brew install ffmpeg scrcpy';
+    }
+    return 'sudo apt-get install -y ffmpeg scrcpy';
+  });
+
+  public emuHypervisorTitle = computed(() => {
+    const os = this.effectiveOs();
+    if (os === 'windows') return 'Enable Windows Hypervisor Platform (WHPX)';
+    if (os === 'darwin') return 'Verify macOS Hypervisor / Install Tools';
+    return 'Enable KVM Hardware Acceleration (Linux)';
+  });
+
+  public emuHypervisorDesc = computed(() => {
+    const os = this.effectiveOs();
+    if (os === 'windows') return 'Enable Windows Hypervisor Platform in PowerShell (Run as Administrator):';
+    if (os === 'darwin') return 'macOS uses native Hypervisor.framework. Install SDK tools via Homebrew (or Studio):';
+    return 'Ensure virtualization permissions are granted to your user account:';
+  });
+
+  public emuHypervisorCmd = computed(() => {
+    const os = this.effectiveOs();
+    if (os === 'windows') return 'Enable-WindowsOptionalFeature -Online -FeatureName HypervisorPlatform';
+    if (os === 'darwin') return 'brew install --cask android-commandlinetools';
+    return 'sudo apt-get install -y qemu-kvm libvirt-daemon-system && sudo adduser $USER kvm';
+  });
+
+  public emuSdkInstallCmd = computed(() => {
+    const os = this.effectiveOs();
+    if (os === 'darwin') {
+      return 'sdkmanager --install "system-images;android-34;google_apis;arm64-v8a" "emulator" "platform-tools"';
+    }
+    return 'sdkmanager --install "system-images;android-34;google_apis;x86_64" "emulator" "platform-tools"';
+  });
+
+  public emuCreateAvdCmd = computed(() => {
+    const os = this.effectiveOs();
+    if (os === 'darwin') {
+      return 'avdmanager create avd -n Pixel_8_API_34 -k "system-images;android-34;google_apis;arm64-v8a" --device "pixel_8"';
+    }
+    return 'avdmanager create avd -n Pixel_8_API_34 -k "system-images;android-34;google_apis;x86_64" --device "pixel_8"';
+  });
+
+  // Flag indicating whether Google Cloud Vision OCR is configured
+  public isOcrConfigured = computed<boolean>(() => {
+    const meta = this.ocrProbe()?.metadata;
+    return meta?.['configured'] === true;
+  });
+
+  public currentApiKey = computed<string>(() => this.systemService.currentApiKey());
+  public apiKeysMap = computed<Record<string, string>>(() => this.systemService.apiKeysMap());
+
+  public savedGeminiKey = computed<string>(() => {
+    const keys = this.apiKeysMap();
+    return keys['google'] || this.currentApiKey() || '';
+  });
+
+  public isGeminiModified = computed<boolean>(() => {
+    return this.geminiKeyInput().trim() !== this.savedGeminiKey().trim();
+  });
+
+  public savedOcrKey = computed<string>(() => {
+    const keys = this.apiKeysMap();
+    return keys['ocr'] || '';
+  });
+
+  public isOcrModified = computed<boolean>(() => {
+    return this.ocrKeyInput().trim() !== this.savedOcrKey().trim();
+  });
+
+  // Rich Smart Suggestions Library (Device-Aware, Flash vs Pro Tailored)
+  public readonly allSuggestions = this.taskRecService.allTasks;
+
+  // Suggestion category filter & shuffle state
+  public selectedCategory = signal<SuggestionCategory>('all');
+  public shuffleOffset = signal<number>(0);
+
+  // Set of installed package strings from active device
+  public installedPackages = computed<Set<string>>(() => {
+    const pkgs = this.activeDevice()?.installed_packages;
+    if (pkgs && Array.isArray(pkgs)) {
+      return new Set(pkgs);
+    }
+    return new Set();
+  });
+
+  public filteredSuggestions = computed<SmartSuggestion[]>(() => {
+    return this.taskRecService.filterAndRankTasks(
+      this.installedPackages(),
+      this.selectedCategory(),
+      this.shuffleOffset()
+    );
+  });
+
+
+
+
+  private focusListener = () => {
+    // Silently re-check environment when user returns to the browser tab
+    this.systemService.fetchReadiness().subscribe();
+  };
+
+  constructor() {
+    effect(() => {
+      const keys = this.systemService.apiKeysMap();
+      const current = this.systemService.currentApiKey();
+      const googleKey = keys['google'] || current || '';
+      const ocrKey = keys['ocr'] || '';
+      if (!this.isGeminiKeyEdited()) {
+        this.geminiKeyInput.set(googleKey);
+      }
+      if (!this.isOcrKeyEdited()) {
+        this.ocrKeyInput.set(ocrKey);
+      }
+    });
+  }
+
+  ngOnInit(): void {
+    // Initial fetch of system readiness & model configuration
+    this.systemService.fetchReadiness().subscribe();
+    this.systemService.fetchModelConfigEnv().subscribe();
+
+    window.addEventListener('focus', this.focusListener);
+  }
+
+  ngOnDestroy(): void {
+    window.removeEventListener('focus', this.focusListener);
+  }
+
+  public setTab(tab: 'diagnostics' | 'launcher'): void {
+    this.activeTab.set(tab);
+    if (tab === 'diagnostics') {
+      this.systemService.fetchReadiness().subscribe();
+      this.systemService.fetchModelConfigEnv().subscribe();
+    }
+  }
+
+  public setSelectedOs(os: 'linux' | 'darwin' | 'windows'): void {
+    this.selectedOs.set(os);
+  }
+
+  public setAdbGuideTab(tab: 'emulator' | 'usb' | 'wifi'): void {
+    this.activeAdbGuideTab.set(tab);
+  }
+
+  public setEmulatorSetupMode(mode: 'studio' | 'cli'): void {
+    this.emulatorSetupMode.set(mode);
+  }
+
+  public setModelSetupMode(mode: 'gemini' | 'custom'): void {
+    this.modelSetupMode.set(mode);
+    if (mode === 'custom') {
+      this.systemService.setSkipCredentialsCheck(true);
+      this.systemService.fetchModelConfigEnv().subscribe();
+    } else {
+      this.systemService.setSkipCredentialsCheck(false);
+    }
+  }
+
+  public toggleFullConfigFile(): void {
+    this.showFullConfigFile.update(v => !v);
+  }
+
+  public toggleGeminiKeyVisibility(): void {
+    this.showGeminiKey.update(v => !v);
+  }
+
+  public toggleOcrKeyVisibility(): void {
+    this.showOcrKey.update(v => !v);
+  }
+
+  public toggleOcrConfig(): void {
+    this.showOcrConfig.update(v => !v);
+  }
+
+  public onGeminiKeyChange(val: string): void {
+    this.geminiKeyInput.set(val);
+    this.isGeminiKeyEdited.set(true);
+    this.geminiSaveError.set(null);
+    this.geminiSaveMessage.set(null);
+  }
+
+  public onOcrKeyChange(val: string): void {
+    this.ocrKeyInput.set(val);
+    this.isOcrKeyEdited.set(true);
+    this.ocrSaveError.set(null);
+    this.ocrSaveMessage.set(null);
+  }
+
+  public saveGeminiKey(): void {
+    const key = this.geminiKeyInput().trim();
+    if (!key) return;
+    this.isSavingGeminiKey.set(true);
+    this.geminiSaveError.set(null);
+    this.geminiSaveMessage.set(null);
+
+    this.systemService.updateApiKey('google', key, true).subscribe({
+      next: (res) => {
+        this.isSavingGeminiKey.set(false);
+        this.isGeminiKeyEdited.set(false);
+        this.geminiSaveMessage.set(res?.message || '✓ Gemini API key verified & saved successfully.');
+        setTimeout(() => this.geminiSaveMessage.set(null), 5000);
+      },
+      error: (err) => {
+        this.isSavingGeminiKey.set(false);
+        this.geminiSaveError.set(err?.error?.detail || err?.message || 'Failed to update Gemini API key.');
+      }
+    });
+  }
+
+  public clearGeminiKey(): void {
+    this.geminiKeyInput.set('');
+    this.isGeminiKeyEdited.set(false);
+    this.geminiSaveError.set(null);
+    this.geminiSaveMessage.set(null);
+
+    if (this.savedGeminiKey().trim()) {
+      this.isSavingGeminiKey.set(true);
+      this.systemService.updateApiKey('google', '', true).subscribe({
+        next: (res) => {
+          this.isSavingGeminiKey.set(false);
+          this.geminiSaveMessage.set(res?.message || '✓ Gemini API key cleared.');
+          setTimeout(() => this.geminiSaveMessage.set(null), 5000);
+        },
+        error: (err) => {
+          this.isSavingGeminiKey.set(false);
+          this.geminiSaveError.set(err?.error?.detail || err?.message || 'Failed to clear Gemini API key.');
+        }
+      });
+    } else {
+      this.geminiSaveMessage.set('✓ Gemini API key cleared.');
+      setTimeout(() => this.geminiSaveMessage.set(null), 3000);
+    }
+  }
+
+  public saveOcrKey(): void {
+    const key = this.ocrKeyInput().trim();
+    if (!key) return;
+    this.isSavingOcrKey.set(true);
+    this.ocrSaveError.set(null);
+    this.ocrSaveMessage.set(null);
+
+    this.systemService.updateApiKey('ocr', key, true).subscribe({
+      next: (res) => {
+        this.isSavingOcrKey.set(false);
+        this.isOcrKeyEdited.set(false);
+        this.ocrSaveMessage.set(res?.message || '✓ Vision OCR API key verified & saved.');
+        setTimeout(() => this.ocrSaveMessage.set(null), 5000);
+      },
+      error: (err) => {
+        this.isSavingOcrKey.set(false);
+        this.ocrSaveError.set(err?.error?.detail || err?.message || 'Failed to update Vision OCR key.');
+      }
+    });
+  }
+
+  public clearOcrKey(): void {
+    this.ocrKeyInput.set('');
+    this.isOcrKeyEdited.set(false);
+    this.ocrSaveError.set(null);
+    this.ocrSaveMessage.set(null);
+
+    if (this.savedOcrKey().trim()) {
+      this.isSavingOcrKey.set(true);
+      this.systemService.updateApiKey('ocr', '', true).subscribe({
+        next: (res) => {
+          this.isSavingOcrKey.set(false);
+          this.ocrSaveMessage.set(res?.message || '✓ Vision OCR API key cleared.');
+          setTimeout(() => this.ocrSaveMessage.set(null), 5000);
+        },
+        error: (err) => {
+          this.isSavingOcrKey.set(false);
+          this.ocrSaveError.set(err?.error?.detail || err?.message || 'Failed to clear Vision OCR key.');
+        }
+      });
+    } else {
+      this.ocrSaveMessage.set('✓ Vision OCR API key cleared.');
+      setTimeout(() => this.ocrSaveMessage.set(null), 3000);
+    }
+  }
+
+  public testGeminiKey(): void {
+    const key = this.geminiKeyInput().trim();
+    if (!key) return;
+    this.isTestingGeminiKey.set(true);
+    this.geminiSaveError.set(null);
+    this.geminiSaveMessage.set(null);
+
+    this.systemService.testApiKey('google', key).subscribe({
+      next: (res) => {
+        this.isTestingGeminiKey.set(false);
+        if (res?.valid) {
+          this.geminiSaveMessage.set(res?.message || '✓ Gemini API key is valid!');
+        } else {
+          this.geminiSaveError.set(res?.message || 'Gemini API key verification failed.');
+        }
+        setTimeout(() => this.geminiSaveMessage.set(null), 5000);
+      },
+      error: (err) => {
+        this.isTestingGeminiKey.set(false);
+        this.geminiSaveError.set(err?.error?.detail || err?.message || 'Gemini API key test failed.');
+      }
+    });
+  }
+
+  public testOcrKey(): void {
+    const key = this.ocrKeyInput().trim();
+    if (!key) return;
+    this.isTestingOcrKey.set(true);
+    this.ocrSaveError.set(null);
+    this.ocrSaveMessage.set(null);
+
+    this.systemService.testApiKey('ocr', key).subscribe({
+      next: (res) => {
+        this.isTestingOcrKey.set(false);
+        if (res?.valid) {
+          this.ocrSaveMessage.set(res?.message || '✓ Vision OCR API key is valid!');
+        } else {
+          this.ocrSaveError.set(res?.message || 'Vision OCR API key verification failed.');
+        }
+        setTimeout(() => this.ocrSaveMessage.set(null), 5000);
+      },
+      error: (err) => {
+        this.isTestingOcrKey.set(false);
+        this.ocrSaveError.set(err?.error?.detail || err?.message || 'Vision OCR API key test failed.');
+      }
+    });
+  }
+
+  public getProviderDisplayName(tab: string): string {
+    switch (tab) {
+      case 'gemini': return 'Gemini';
+      case 'ocr': return 'Vision OCR';
+      default: return tab;
+    }
+  }
+
+  public getProviderEnvVar(tab: string): string {
+    switch (tab) {
+      case 'gemini': return 'GEMINI_API_KEY';
+      case 'ocr': return 'GOOGLE_VISION_API_KEY';
+      default: return 'API_KEY';
+    }
+  }
+
+  public getProviderHint(tab: string): string {
+    switch (tab) {
+      case 'gemini':
+        return 'For a quick start, Google Gemini provides a free API key. Artemis also supports other models (OpenAI, Claude, OpenRouter, etc.)—you can configure your own API keys directly in .env or your environment.';
+      case 'ocr':
+        return 'Google Cloud Vision API key for on-screen OCR text detection and UI grounding.';
+      default:
+        return 'Configure your API key or use environment definitions.';
+    }
+  }
+
+  public skipCredentialsCheck(): void {
+    this.systemService.skipCredentialsCheck();
+  }
+
+  public getApiKeyPlaceholder(tab: string): string {
+    switch (tab) {
+      case 'gemini': return 'Enter Gemini API Key (e.g. AIzaSy...)';
+      case 'ocr': return 'Enter Vision OCR API Key (e.g. AIzaSy...)';
+      default: return 'Enter API Key...';
+    }
+  }
+
+  public isTabProviderActive(tab: string): boolean {
+    if (tab === 'ocr') {
+      return this.isOcrConfigured();
+    }
+    const targetProvider = tab === 'gemini' ? 'google' : tab;
+    const providers = this.configuredLlmProviders();
+    return providers.some(p => p.provider === targetProvider);
+  }
+
+  public refreshReadiness(): void {
+    this.isRefreshingDiagnostics.set(true);
+    this.systemService.fetchReadiness().subscribe({
+      next: () => {
+        this.systemService.fetchModelConfigEnv().subscribe({
+          next: () => {
+            setTimeout(() => this.isRefreshingDiagnostics.set(false), 450);
+          },
+          error: () => this.isRefreshingDiagnostics.set(false)
+        });
+      },
+      error: () => this.isRefreshingDiagnostics.set(false)
+    });
+  }
+
+  public restartAdbServer(): void {
+    this.adbRestartFeedback.set(null);
+    this.systemService.restartAdb().subscribe({
+      next: (res) => {
+        this.adbRestartFeedback.set('ADB Refreshed ✓');
+        setTimeout(() => this.adbRestartFeedback.set(null), 2500);
+      },
+      error: () => {
+        this.adbRestartFeedback.set('Restart Failed');
+        setTimeout(() => this.adbRestartFeedback.set(null), 3000);
+      }
+    });
+  }
+
+  public connectWifiDevice(): void {
+    const host = this.wifiHost().trim();
+    const portStr = this.wifiPort().trim() || '5555';
+    const port = parseInt(portStr, 10) || 5555;
+
+    if (!host) {
+      this.wifiConnectError.set('Please enter a valid IP address.');
+      return;
+    }
+
+    this.isConnectingWifi.set(true);
+    this.wifiConnectError.set(null);
+    this.wifiConnectMessage.set(null);
+
+    this.systemService.connectWirelessAdb(host, port).subscribe({
+      next: (res) => {
+        this.isConnectingWifi.set(false);
+        const cr = res?.connect_result;
+        if (cr?.success) {
+          this.wifiConnectMessage.set(`Connected to ${host}:${port}!`);
+          setTimeout(() => this.wifiConnectMessage.set(null), 4000);
+        } else {
+          this.wifiConnectError.set(cr?.message || 'Connection failed. Please check phone IP & Wi-Fi.');
+        }
+      },
+      error: (err) => {
+        this.isConnectingWifi.set(false);
+        this.wifiConnectError.set(err?.error?.detail || 'Failed to connect. Please check adb connection.');
+      }
+    });
+  }
+
+  public launchAvdEmulator(avdName: string): void {
+    this.systemService.launchEmulator(avdName).subscribe();
+  }
+
+  public toggleLaunchLogs(): void {
+    this.showLaunchLogs.update(v => !v);
+  }
+
+  public stopEmulator(): void {
+    this.systemService.stopEmulator().subscribe();
+  }
+
+  public dismissEmulatorStatus(): void {
+    this.systemService.dismissEmulatorStatus().subscribe();
+  }
+
+  public selectTargetDevice(serial: string): void {
+    this.systemService.selectDevice(serial).subscribe();
+  }
+
+  public getEmulatorCommand(avdName: string): string {
+    const p = this.emulatorPath();
+    const cmd = this.isEmulatorInPath() ? 'emulator' : (p || '~/Android/Sdk/emulator/emulator');
+    return `${cmd} -avd ${avdName}`;
+  }
+
+  public copyToClipboard(text: string, id: string): void {
+    if (navigator.clipboard) {
+      navigator.clipboard.writeText(text).then(() => {
+        this.copiedId.set(id);
+        setTimeout(() => {
+          if (this.copiedId() === id) {
+            this.copiedId.set(null);
+          }
+        }, 2000);
+      });
+    }
+  }
+
+  public setProfile(profile: 'flash' | 'pro'): void {
+    this.selectedProfile.set(profile);
+  }
+
+  public setCategory(cat: SuggestionCategory): void {
+    this.selectedCategory.set(cat);
+  }
+
+  public shuffleSuggestions(): void {
+    this.shuffleOffset.update(v => v + 3);
+  }
+
+  public getAppNamesDisplay(apps: AppReference[]): string {
+    return apps.map(a => a.name).join(' + ');
+  }
+
+  public applySuggestion(item: SmartSuggestion): void {
+    this.taskGoal.set(item.goal);
+    this.selectedProfile.set(item.profile);
+    this.errorMessage.set(null);
+  }
+
+  public applyQuickPrompt(promptGoal: string, profile?: 'flash' | 'pro'): void {
+    this.taskGoal.set(promptGoal);
+    if (profile) {
+      this.selectedProfile.set(profile);
+    }
+    this.errorMessage.set(null);
+  }
+
+
+  public proceedToLauncher(): void {
+    this.activeTab.set('launcher');
+  }
+
+  public runTask(): void {
+    const goal = this.taskGoal().trim();
+    if (!goal) {
+      this.errorMessage.set('Please enter a task goal before running.');
+      return;
+    }
+
+    if (!this.isReady()) {
+      this.errorMessage.set('System prerequisites are not satisfied. Please review System Setup first.');
+      this.activeTab.set('diagnostics');
+      return;
+    }
+
+    this.isSubmitting.set(true);
+    this.errorMessage.set(null);
+
+    this.agentService
+      .runTask(
+        goal,
+        this.selectedProfile(),
+        this.selectedProfile() === 'pro' && this.expectedOutput().trim()
+          ? this.expectedOutput().trim()
+          : undefined,
+        this.selectedProfile() === 'pro' ? this.enableOutputter() : undefined
+      )
+      .subscribe({
+        next: () => {
+          this.isSubmitting.set(false);
+          this.router.navigate(['/workspace']);
+        },
+        error: (err) => {
+          console.error('Failed to submit task from home page:', err);
+          this.isSubmitting.set(false);
+          this.errorMessage.set(
+            err?.error?.detail || 'Failed to submit task. Please check server connection.'
+          );
+        }
+      });
+  }
+}
diff --git a/src/app/pages/legacy-workspace/legacy-workspace.component.html b/apps/showcase_ui/src/app/pages/legacy-workspace/legacy-workspace.component.html
similarity index 100%
rename from src/app/pages/legacy-workspace/legacy-workspace.component.html
rename to apps/showcase_ui/src/app/pages/legacy-workspace/legacy-workspace.component.html
diff --git a/src/app/pages/legacy-workspace/legacy-workspace.component.scss b/apps/showcase_ui/src/app/pages/legacy-workspace/legacy-workspace.component.scss
similarity index 100%
rename from src/app/pages/legacy-workspace/legacy-workspace.component.scss
rename to apps/showcase_ui/src/app/pages/legacy-workspace/legacy-workspace.component.scss
diff --git a/src/app/pages/legacy-workspace/legacy-workspace.component.ts b/apps/showcase_ui/src/app/pages/legacy-workspace/legacy-workspace.component.ts
similarity index 100%
rename from src/app/pages/legacy-workspace/legacy-workspace.component.ts
rename to apps/showcase_ui/src/app/pages/legacy-workspace/legacy-workspace.component.ts
diff --git a/apps/showcase_ui/src/app/pages/workspace/workspace.component.html b/apps/showcase_ui/src/app/pages/workspace/workspace.component.html
new file mode 100644
index 0000000..d7bf2c4
--- /dev/null
+++ b/apps/showcase_ui/src/app/pages/workspace/workspace.component.html
@@ -0,0 +1,189 @@
+<!--
+ Copyright 2026 Google LLC
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+     http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.
+-->
+
+<div class="workspace-container" [class.is-resizing]="isDragging">
+  <!-- Left Main Panel: Raw Agent Log Stream -->
+  <main class="left-panel glass-panel">
+    <app-agent-stream></app-agent-stream>
+
+    <!-- Bottom Floating Command Bar Dock -->
+    <div class="workspace-floating-bar-wrapper" [class.is-expanded]="isBarExpanded()" [class.is-dormant]="!isBarExpanded()"
+      [class.is-focused]="isInputFocused()" [class.has-text]="!!taskInput.trim()" [class.is-running]="isTaskRunning()">
+      <!-- Floating Error / Notification Toast -->
+      <div class="floating-dock-toast error" *ngIf="errorMessage">
+        <span class="material-symbols-outlined toast-icon">error</span>
+        <span class="toast-text">{{ errorMessage }}</span>
+        <button type="button" class="btn-toast-close" (click)="errorMessage = null" aria-label="Close error message">
+          <span class="material-symbols-outlined">close</span>
+        </button>
+      </div>
+
+      <!-- Dock Row (Contains the Main Card and the Separate Stop Button when running) -->
+      <div class="floating-dock-row">
+        <!-- Floating Dock Main Card -->
+        <div class="floating-dock-card" (click)="onCardClick($event)"
+          (mouseenter)="isHoveringCard.set(true)" (mouseleave)="isHoveringCard.set(false)">
+          <!-- Ambient Liquid Wave / Aurora Background Layer (Active in both Dormant & Expanded) -->
+          <div class="dock-wave-container" [class.is-pro]="selectedProfile() === 'pro'">
+            <div class="wave-glow-ambient"></div>
+            <div class="wave-tracks-wrapper">
+              <!-- Back Fluid Wave -->
+              <svg class="liquid-wave wave-back" viewBox="0 0 2400 80" preserveAspectRatio="none">
+                <defs>
+                  <linearGradient id="waveGradBack" x1="0%" y1="0%" x2="100%" y2="0%">
+                    <stop offset="0%" class="wave-stop-1" />
+                    <stop offset="25%" class="wave-stop-2" />
+                    <stop offset="50%" class="wave-stop-3" />
+                    <stop offset="75%" class="wave-stop-4" />
+                    <stop offset="100%" class="wave-stop-1" />
+                  </linearGradient>
+                </defs>
+                <path d="M 0,25 Q 300,55 600,20 T 1200,25 Q 1500,55 1800,20 T 2400,25 L 2400,80 L 0,80 Z"
+                  fill="url(#waveGradBack)"></path>
+              </svg>
+        
+              <!-- Mid Fluid Wave -->
+              <svg class="liquid-wave wave-mid" viewBox="0 0 2400 80" preserveAspectRatio="none">
+                <defs>
+                  <linearGradient id="waveGradMid" x1="0%" y1="0%" x2="100%" y2="0%">
+                    <stop offset="0%" class="wave-stop-3" />
+                    <stop offset="35%" class="wave-stop-1" />
+                    <stop offset="70%" class="wave-stop-4" />
+                    <stop offset="100%" class="wave-stop-3" />
+                  </linearGradient>
+                </defs>
+                <path d="M 0,35 Q 300,5 600,45 T 1200,35 Q 1500,5 1800,45 T 2400,35 L 2400,80 L 0,80 Z"
+                  fill="url(#waveGradMid)"></path>
+              </svg>
+        
+              <!-- Front Fluid Wave -->
+              <svg class="liquid-wave wave-front" viewBox="0 0 2400 80" preserveAspectRatio="none">
+                <defs>
+                  <linearGradient id="waveGradFront" x1="0%" y1="0%" x2="100%" y2="0%">
+                    <stop offset="0%" class="wave-stop-2" />
+                    <stop offset="30%" class="wave-stop-4" />
+                    <stop offset="65%" class="wave-stop-1" />
+                    <stop offset="100%" class="wave-stop-2" />
+                  </linearGradient>
+                </defs>
+                <path d="M 0,18 Q 300,50 600,15 T 1200,18 Q 1500,50 1800,15 T 2400,18 L 2400,80 L 0,80 Z"
+                  fill="url(#waveGradFront)"></path>
+              </svg>
+            </div>
+          </div>
+        
+          <!-- Dormant / Capsule Peek View (Visible when mouse is away and input idle) -->
+          <div class="capsule-peek-view">
+            <span class="capsule-placeholder">Start a new task...</span>
+          </div>
+        
+          <!-- Expanded Full View Content (Visible on hover, focus, or text) -->
+          <div class="expanded-card-content">
+            <div class="card-main-input-row">
+              <!-- Textarea Container with Dynamic English Placeholder -->
+              <div class="input-content-area">
+                <textarea #dockInput [(ngModel)]="taskInput"
+                  (input)="onTextareaInput($event)"
+                  (keydown)="onKeyDown($event)"
+                  (focus)="onInputFocus()"
+                  (blur)="onInputBlur()"
+                  rows="1"
+                  [disabled]="isSubmitting"
+                  [placeholder]="selectedProfile() === 'pro' 
+                    ? 'Pro: Best for complex long-running tasks, deep reasoning & video analysis' 
+                    : 'Flash: Fast execution for direct actions and tasks within 25 steps'"
+                  class="dock-textarea"
+                  spellcheck="false"
+                ></textarea>
+              </div>
+
+              <!-- Clear Button (visible when text is entered) -->
+              <button *ngIf="taskInput.trim() && !isSubmitting" type="button" class="dock-circle-btn btn-clear"
+                (click)="clearInput($event)" title="Clear input text" aria-label="Clear input text">
+                <span class="material-symbols-outlined">close</span>
+              </button>
+              
+              <!-- Stop Button (Visible when task is running) -->
+              <button *ngIf="isTaskRunning()" type="button" class="dock-circle-btn btn-stop" [disabled]="isSubmitting"
+                (click)="stopTask($event)"
+                title="Stop running task"
+                aria-label="Stop running task"
+              >
+                <span class="material-symbols-outlined">stop</span>
+              </button>
+
+              <!-- Send Button -->
+              <button type="button" class="dock-circle-btn btn-send"
+                [class.has-content]="!!taskInput.trim()"
+                [disabled]="!taskInput.trim() || isSubmitting"
+                (click)="submitTask()"
+                [title]="isSubmitting ? 'Starting task...' : 'Start task (Enter)'"
+                aria-label="Start task"
+              >
+                <span class="material-symbols-outlined spinning-icon" *ngIf="isSubmitting">sync</span>
+                <span class="material-symbols-outlined" *ngIf="!isSubmitting">arrow_upward</span>
+              </button>
+            </div>
+
+            <!-- Bottom Segmented Controls Row -->
+            <div class="card-footer-row">
+              <div class="footer-left-group">
+                <!-- Segmented Model Toggle (Flash / Pro) -->
+                <div class="model-profile-toggle" role="group" aria-label="Select AI Model">
+                  <button type="button" class="profile-toggle-pill" [class.active]="selectedProfile() === 'flash'"
+                    (mousedown)="$event.preventDefault()" (click)="setProfile('flash', $event)"
+                    title="Flash: Fast execution for standard app workflows">
+                    <span class="material-symbols-outlined pill-icon icon-flash">bolt</span>
+                    <span class="pill-label">Flash</span>
+                  </button>
+                  <button type="button" class="profile-toggle-pill" [class.active]="selectedProfile() === 'pro'"
+                    (mousedown)="$event.preventDefault()" (click)="setProfile('pro', $event)"
+                    title="Pro: Deep multimodal reasoning for complex multi-step tasks">
+                    <span class="material-symbols-outlined pill-icon icon-pro">psychology</span>
+                    <span class="pill-label">Pro</span>
+                  </button>
+                </div>
+              </div>
+            </div>
+          </div>
+        </div>
+
+        <!-- Separate Standalone Stop Button Beside the Capsule (Visible when task is running) -->
+        <button *ngIf="isTaskRunning()" type="button" class="standalone-stop-btn"
+          [disabled]="isSubmitting"
+          (click)="stopTask($event)"
+          title="Stop running task"
+          aria-label="Stop running task"
+        >
+          <span class="material-symbols-outlined">stop</span>
+        </button>
+      </div>
+    </div>
+  </main>
+        
+        <!-- Split Pane Drag Resizer -->
+        <div class="resizer" (mousedown)="onDragStart($event)">
+          <div class="resizer-handle"></div>
+        </div>
+        
+        <!-- Right Sidebar Panel: Chat Interface Mock -->
+        <aside class="right-panel" [style.width.px]="rightPanelWidth">
+          <app-chat-interface></app-chat-interface>
+        </aside>
+        
+        <!-- Floating Video Replay Player Modal / Window -->
+        <app-floating-video-player></app-floating-video-player>
+</div>
diff --git a/apps/showcase_ui/src/app/pages/workspace/workspace.component.scss b/apps/showcase_ui/src/app/pages/workspace/workspace.component.scss
new file mode 100644
index 0000000..ee7cbdb
--- /dev/null
+++ b/apps/showcase_ui/src/app/pages/workspace/workspace.component.scss
@@ -0,0 +1,865 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+$bg-base: #e2e5ea;
+$font-sans: 'Google Sans Text', 'Google Sans', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif;
+$primary: #0f172a;
+$primary-hover: #1e293b;
+$rose: #ef4444;
+$rose-dark: #dc2626;
+
+:host {
+  display: block;
+  height: 100vh;
+  width: 100vw;
+  overflow: hidden;
+  font-family: $font-sans;
+}
+
+.workspace-container {
+  position: relative;
+  display: flex;
+  height: 100vh;
+  width: 100vw;
+  background-color: $bg-base;
+  overflow: hidden;
+
+  &.is-resizing {
+    cursor: col-resize;
+    user-select: none;
+  }
+
+  /* --- Glassmorphism Panel --- */
+  .glass-panel {
+    position: relative;
+    z-index: 1; 
+    background: #f4fafb;
+    border: none;
+    box-shadow: none; 
+  }
+
+  .left-panel {
+    flex: 1 0 500px; 
+    display: flex;
+    flex-direction: column;
+    overflow: hidden;
+    background: #f4fafb; 
+    border-right: 1px solid #e2e8f0;
+    border-left: none;
+    border-top: none;
+    border-bottom: none;
+    min-width: 450px;
+    height: 100%;
+  }
+
+  .right-panel {
+    flex: 0 1 auto; 
+    min-width: 250px;
+    max-width: 100%;
+    padding: 0;
+    border: none;
+    background-color: #ffffff;
+    box-shadow: -6px 0 24px rgba(0, 0, 0, 0.03);
+    height: 100%;
+    display: flex;
+    flex-direction: column;
+    box-sizing: border-box;
+    z-index: 2;
+  }
+
+  .resizer {
+    width: 12px;
+    cursor: col-resize;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    z-index: 10;
+    transition: background 0.2s ease;
+    margin: 0 -6px;
+
+    &:hover, .workspace-container.is-resizing & {
+      background: rgba(255, 255, 255, 0.15);
+      
+      .resizer-handle {
+        background: rgba(94, 114, 228, 0.8);
+        height: 60px;
+      }
+    }
+
+    .resizer-handle {
+      width: 4px;
+      height: 40px;
+      background: rgba(0, 0, 0, 0.15);
+      border-radius: 4px;
+      transition: all 0.2s ease;
+    }
+  }
+
+  /* ========================================================================= */
+  /* BOTTOM FLOATING COMMAND BAR (Proximity Reveal & Minimalist Glassmorphism) */
+  /* ========================================================================= */
+  .workspace-floating-bar-wrapper {
+    position: absolute;
+    bottom: 18px;
+    left: 50%;
+    transform: translateX(-50%);
+    width: 100%;
+    max-width: min(680px, calc(100% - 36px));
+    z-index: 50;
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    pointer-events: none;
+    transition: all 0.25s cubic-bezier(0.16, 1, 0.3, 1);
+
+    /* Floating Toast / Error Notification */
+    .floating-dock-toast {
+      pointer-events: auto;
+      margin-bottom: 8px;
+      display: flex;
+      align-items: center;
+      gap: 8px;
+      padding: 7px 14px;
+      border-radius: 12px;
+      font-size: 12.5px;
+      font-weight: 500;
+      box-shadow: 0 8px 24px -4px rgba(239, 68, 68, 0.15);
+      animation: slideUpFade 0.2s ease-out;
+      max-width: 90%;
+
+      &.error {
+        background: rgba(254, 242, 242, 0.88);
+        backdrop-filter: blur(20px) saturate(180%);
+        -webkit-backdrop-filter: blur(20px) saturate(180%);
+        border: 1px solid rgba(254, 202, 202, 0.9);
+        color: #991b1b;
+
+        .toast-icon {
+          font-size: 16px;
+          color: #ef4444;
+          flex-shrink: 0;
+        }
+
+        .toast-text {
+          flex: 1;
+          line-height: 1.4;
+        }
+
+        .btn-toast-close {
+          background: transparent;
+          border: none;
+          padding: 2px;
+          cursor: pointer;
+          color: #991b1b;
+          display: flex;
+          align-items: center;
+          justify-content: center;
+          border-radius: 4px;
+          opacity: 0.7;
+          transition: opacity 0.15s ease;
+
+          &:hover {
+            opacity: 1;
+            background: rgba(0, 0, 0, 0.05);
+          }
+
+          .material-symbols-outlined {
+            font-size: 15px;
+          }
+        }
+      }
+    }
+
+    /* Dock Row: Flex container holding Main Card + Standalone Stop Button */
+    .floating-dock-row {
+      display: flex;
+      align-items: center;
+      justify-content: center;
+      gap: 10px;
+      width: 100%;
+      pointer-events: none;
+      transition: gap 0.32s cubic-bezier(0.16, 1, 0.3, 1);
+    }
+
+    /* Standalone Floating Stop Button (Separated from Capsule) */
+    .standalone-stop-btn {
+      pointer-events: auto;
+      display: flex;
+      align-items: center;
+      justify-content: center;
+      width: 34px;
+      height: 34px;
+      min-width: 34px;
+      border-radius: 50%;
+      border: 1px solid rgba(255, 255, 255, 0.85);
+      background: rgba(239, 68, 68, 0.9);
+      backdrop-filter: blur(24px) saturate(190%) brightness(105%);
+      -webkit-backdrop-filter: blur(24px) saturate(190%) brightness(105%);
+      color: #ffffff;
+      box-shadow: 0 6px 18px -2px rgba(239, 68, 68, 0.4), inset 0 1px 1.5px rgba(255, 255, 255, 0.7);
+      cursor: pointer;
+      outline: none;
+      flex-shrink: 0;
+      transition: opacity 0.28s cubic-bezier(0.16, 1, 0.3, 1),
+                  transform 0.28s cubic-bezier(0.16, 1, 0.3, 1),
+                  width 0.28s cubic-bezier(0.16, 1, 0.3, 1),
+                  min-width 0.28s cubic-bezier(0.16, 1, 0.3, 1),
+                  margin 0.28s cubic-bezier(0.16, 1, 0.3, 1),
+                  background 0.2s ease,
+                  box-shadow 0.2s ease;
+      animation: popIn 0.25s cubic-bezier(0.16, 1, 0.3, 1);
+
+      .material-symbols-outlined {
+        font-size: 17px;
+        line-height: 1;
+      }
+
+      &:hover:not(:disabled) {
+        background: #dc2626;
+        transform: scale(1.1);
+        box-shadow: 0 8px 22px rgba(239, 68, 68, 0.55), inset 0 1px 1.5px rgba(255, 255, 255, 0.9);
+      }
+
+      &:active:not(:disabled) {
+        transform: scale(0.93);
+      }
+
+      &:disabled {
+        opacity: 0.6;
+        cursor: not-allowed;
+      }
+    }
+
+    /* Floating Dock Card Container */
+    .floating-dock-card {
+      pointer-events: auto;
+      position: relative;
+      width: 100%;
+      border-radius: 18px;
+      box-sizing: border-box;
+      overflow: hidden;
+      transition: max-width 0.32s cubic-bezier(0.16, 1, 0.3, 1),
+                  width 0.32s cubic-bezier(0.16, 1, 0.3, 1),
+                  border-radius 0.28s cubic-bezier(0.16, 1, 0.3, 1),
+                  box-shadow 0.28s ease,
+                  background 0.28s ease,
+                  transform 0.28s cubic-bezier(0.16, 1, 0.3, 1),
+                  border-color 0.28s ease;
+    }
+
+    /* ========================================================================= */
+    /* AMBIENT LIQUID WAVE COLOR BLOCKS (Soft Diffused Aurora Glow Waves)       */
+    /* ========================================================================= */
+    .dock-wave-container {
+      position: absolute;
+      bottom: 0;
+      left: 0;
+      right: 0;
+      height: 100%;
+      pointer-events: none;
+      border-radius: inherit;
+      overflow: hidden;
+      z-index: 0;
+      opacity: 0.78;
+      transition: opacity 0.35s ease, filter 0.35s ease;
+
+      /* Flash Mode Color Stops (Soft Electric Blue, Violet, Amber, Cyan) */
+      .wave-stop-1 { stop-color: #3b82f6; stop-opacity: 0.65; }
+      .wave-stop-2 { stop-color: #8b5cf6; stop-opacity: 0.7; }
+      .wave-stop-3 { stop-color: #f59e0b; stop-opacity: 0.65; }
+      .wave-stop-4 { stop-color: #06b6d4; stop-opacity: 0.6; }
+
+      /* Pro Mode Color Stops (Soft Cosmic Nebula / Amethyst / Fuchsia) */
+      &.is-pro {
+        .wave-stop-1 { stop-color: #7c3aed; stop-opacity: 0.7; }
+        .wave-stop-2 { stop-color: #ec4899; stop-opacity: 0.75; }
+        .wave-stop-3 { stop-color: #6366f1; stop-opacity: 0.65; }
+        .wave-stop-4 { stop-color: #a855f7; stop-opacity: 0.7; }
+      }
+
+      /* Deep Ambient Aurora Glow Diffusion */
+      .wave-glow-ambient {
+        position: absolute;
+        bottom: -8px;
+        left: 5%;
+        right: 5%;
+        height: 30px;
+        border-radius: 50%;
+        background: radial-gradient(ellipse at center, rgba(99, 102, 241, 0.4) 0%, rgba(245, 158, 11, 0.2) 50%, transparent 80%);
+        filter: blur(16px);
+        opacity: 0.7;
+        animation: glowBreathe 5s ease-in-out infinite alternate;
+      }
+
+      &.is-pro .wave-glow-ambient {
+        background: radial-gradient(ellipse at center, rgba(168, 85, 247, 0.45) 0%, rgba(236, 72, 153, 0.25) 50%, transparent 80%);
+      }
+
+      /* Wave Tracks Wrapper with Soft Gaussian Blur */
+      .wave-tracks-wrapper {
+        position: absolute;
+        bottom: 0;
+        left: 0;
+        width: 100%;
+        height: 22px;
+        overflow: hidden;
+        filter: blur(7px); /* Soften sharp vector wave edges into silky liquid light */
+        mask-image: linear-gradient(to top, rgba(0,0,0,0.9) 0%, rgba(0,0,0,0.5) 60%, transparent 100%);
+        -webkit-mask-image: linear-gradient(to top, rgba(0,0,0,0.9) 0%, rgba(0,0,0,0.5) 60%, transparent 100%);
+
+        .liquid-wave {
+          position: absolute;
+          bottom: 0;
+          left: 0;
+          width: 200%;
+          height: 100%;
+          will-change: transform;
+          filter: blur(3px); /* Secondary soft layer blur */
+
+          &.wave-back {
+            opacity: 0.45;
+            animation: waveSlide 12s ease-in-out infinite alternate;
+          }
+
+          &.wave-mid {
+            opacity: 0.6;
+            animation: waveSlideReverse 9s ease-in-out infinite alternate;
+          }
+
+          &.wave-front {
+            opacity: 0.75;
+            animation: waveSlide 6.5s ease-in-out infinite alternate;
+          }
+        }
+      }
+    }
+
+    /* ======================================================================= */
+    /* 1. DORMANT / RESTING CAPSULE STATE (Subtle Frosted Peek)                */
+    /* ======================================================================= */
+    &.is-dormant {
+      .floating-dock-card {
+        max-width: 160px;
+        width: 160px;
+        margin: 0;
+        background: rgba(255, 255, 255, 0.65);
+        backdrop-filter: blur(26px) saturate(190%) brightness(104%);
+        -webkit-backdrop-filter: blur(26px) saturate(190%) brightness(104%);
+        border: 1px solid rgba(255, 255, 255, 0.85);
+        border-radius: 17px;
+        box-shadow: 0 6px 18px -2px rgba(15, 23, 42, 0.07), inset 0 1px 1.5px rgba(255, 255, 255, 0.95), inset 0 -1px 1px rgba(255, 255, 255, 0.3);
+        cursor: pointer;
+        opacity: 0.92;
+        transform: translateY(2px);
+
+        .dock-wave-container {
+          opacity: 0.78;
+          .wave-tracks-wrapper {
+            height: 12px;
+          }
+        }
+
+        &:hover {
+          opacity: 1;
+          transform: translateY(0);
+          background: rgba(255, 255, 255, 0.82);
+          border-color: rgba(255, 255, 255, 1);
+          box-shadow: 0 8px 24px -2px rgba(15, 23, 42, 0.12), inset 0 1px 1.5px rgba(255, 255, 255, 1);
+
+          .dock-wave-container {
+            opacity: 0.95;
+            filter: drop-shadow(0 0 6px rgba(99, 102, 241, 0.35));
+          }
+        }
+
+        .capsule-peek-view {
+          display: flex;
+          opacity: 1;
+        }
+
+        .expanded-card-content {
+          display: none;
+          opacity: 0;
+        }
+      }
+    }
+
+    /* Capsule Peek View Layout */
+    .capsule-peek-view {
+      position: relative;
+      z-index: 1;
+      display: flex;
+      align-items: center;
+      justify-content: center;
+      padding: 6px 14px;
+      min-height: 34px;
+      box-sizing: border-box;
+      user-select: none;
+
+      .capsule-placeholder {
+        color: #475569;
+        font-size: 12px;
+        font-weight: 500;
+        letter-spacing: 0.1px;
+        white-space: nowrap;
+        text-align: center;
+      }
+    }
+
+    /* ======================================================================= */
+    /* 2. EXPANDED / ACTIVE STATE (Rich Frosted Command Box)                   */
+    /* ======================================================================= */
+    &.is-expanded {
+      .floating-dock-row {
+        gap: 0;
+      }
+
+      .standalone-stop-btn {
+        opacity: 0;
+        width: 0;
+        min-width: 0;
+        margin: 0;
+        padding: 0;
+        border-width: 0;
+        transform: scale(0.5);
+        pointer-events: none;
+      }
+
+      .floating-dock-card {
+        max-width: 100%;
+        width: 100%;
+        background: rgba(255, 255, 255, 0.68);
+        backdrop-filter: blur(32px) saturate(210%) brightness(105%);
+        -webkit-backdrop-filter: blur(32px) saturate(210%) brightness(105%);
+        border: 1px solid rgba(255, 255, 255, 0.82);
+        box-shadow: 0 16px 44px -8px rgba(15, 23, 42, 0.12), 0 2px 8px rgba(0, 0, 0, 0.02), inset 0 1.5px 2px rgba(255, 255, 255, 0.95), inset 0 -1px 2px rgba(255, 255, 255, 0.3);
+        opacity: 1;
+        transform: translateY(0);
+
+        .dock-wave-container {
+          opacity: 0.88;
+          .wave-tracks-wrapper {
+            height: 22px;
+          }
+        }
+
+        .capsule-peek-view {
+          display: none;
+          opacity: 0;
+        }
+
+        .expanded-card-content {
+          display: block;
+          opacity: 1;
+          animation: cardFadeIn 0.25s cubic-bezier(0.16, 1, 0.3, 1);
+        }
+      }
+    }
+
+    /* Focused State Glow */
+    &.is-focused .floating-dock-card {
+      background: rgba(255, 255, 255, 0.78);
+      backdrop-filter: blur(36px) saturate(220%) brightness(106%);
+      -webkit-backdrop-filter: blur(36px) saturate(220%) brightness(106%);
+      border-color: rgba(59, 130, 246, 0.55);
+      box-shadow: 0 20px 48px -6px rgba(37, 99, 235, 0.16), 0 0 0 2.5px rgba(59, 130, 246, 0.18), inset 0 1.5px 2px rgba(255, 255, 255, 1);
+
+      .dock-wave-container {
+        opacity: 1;
+        filter: drop-shadow(0 0 8px rgba(59, 130, 246, 0.35));
+      }
+    }
+
+    /* Expanded Content Rows */
+    .expanded-card-content {
+      position: relative;
+      z-index: 1;
+      display: flex;
+      flex-direction: column;
+      width: 100%;
+
+      .card-main-input-row {
+        display: flex;
+        align-items: center;
+        gap: 10px;
+        padding: 8px 10px 3px 14px;
+        min-height: 48px;
+        box-sizing: border-box;
+
+        .leading-status-icon {
+          width: 14px;
+          height: 14px;
+          display: flex;
+          align-items: center;
+          justify-content: center;
+          flex-shrink: 0;
+
+          .pulse-indicator-dot {
+            width: 8px;
+            height: 8px;
+            border-radius: 50%;
+            background: #ef4444;
+            box-shadow: 0 0 0 0 rgba(239, 68, 68, 0.6);
+            animation: pulseDot 1.4s infinite;
+          }
+        }
+
+        .input-content-area {
+          flex: 1;
+          min-width: 0;
+          display: flex;
+          align-items: center;
+
+          .dock-textarea {
+            width: 100%;
+            border: none;
+            outline: none;
+            background: transparent;
+            resize: none;
+            font-family: inherit;
+            font-size: 13.5px;
+            font-weight: 450;
+            line-height: 1.5;
+            color: #0f172a;
+            padding: 3px 0;
+            max-height: 120px;
+            box-sizing: border-box;
+            display: block;
+
+            &::placeholder {
+              color: #64748b;
+              font-size: 12.5px;
+              font-weight: 400;
+              transition: color 0.15s ease;
+            }
+
+            &:disabled {
+              opacity: 0.6;
+              cursor: not-allowed;
+            }
+          }
+        }
+
+        .dock-circle-btn {
+          border-radius: 50%;
+          display: flex;
+          align-items: center;
+          justify-content: center;
+          border: none;
+          cursor: pointer;
+          outline: none;
+          flex-shrink: 0;
+          transition: all 0.18s cubic-bezier(0.16, 1, 0.3, 1);
+
+          .material-symbols-outlined {
+            font-size: 18px;
+            line-height: 1;
+          }
+
+          .spinning-icon {
+            font-size: 17px;
+            animation: spin 1s linear infinite;
+          }
+
+          /* Clear Button */
+          &.btn-clear {
+            width: 26px;
+            height: 26px;
+            background: rgba(255, 255, 255, 0.45);
+            backdrop-filter: blur(8px);
+            border: 1px solid rgba(255, 255, 255, 0.6);
+            color: #64748b;
+
+            &:hover {
+              background: rgba(255, 255, 255, 0.75);
+              color: #0f172a;
+            }
+          }
+
+          /* Stop Button (Frosted Red) */
+          &.btn-stop {
+            width: 36px;
+            height: 36px;
+            background: rgba(239, 68, 68, 0.9);
+            backdrop-filter: blur(8px);
+            color: #ffffff;
+            border: 1px solid rgba(255, 255, 255, 0.35);
+            box-shadow: 0 4px 12px rgba(239, 68, 68, 0.3);
+            animation: popIn 0.2s cubic-bezier(0.16, 1, 0.3, 1);
+
+            &:hover:not(:disabled) {
+              background: #dc2626;
+              transform: scale(1.05);
+              box-shadow: 0 6px 16px rgba(239, 68, 68, 0.4);
+            }
+
+            &:active:not(:disabled) {
+              transform: scale(0.95);
+            }
+
+            &:disabled {
+              opacity: 0.6;
+              cursor: not-allowed;
+            }
+          }
+
+          /* Send Button */
+          &.btn-send {
+            width: 36px;
+            height: 36px;
+            background: rgba(15, 23, 42, 0.88);
+            backdrop-filter: blur(12px);
+            border: 1px solid rgba(255, 255, 255, 0.25);
+            color: #ffffff;
+            box-shadow: 0 4px 14px rgba(15, 23, 42, 0.2), inset 0 1px 1px rgba(255, 255, 255, 0.25);
+
+            &:disabled {
+              background: rgba(226, 232, 240, 0.6);
+              color: #94a3b8;
+              cursor: not-allowed;
+              box-shadow: none;
+              border-color: rgba(255, 255, 255, 0.5);
+              transform: none;
+            }
+
+            &.has-content:not(:disabled) {
+              background: linear-gradient(135deg, rgba(30, 41, 59, 0.95), rgba(15, 23, 42, 0.98));
+              box-shadow: 0 4px 14px rgba(15, 23, 42, 0.25), inset 0 1px 1px rgba(255, 255, 255, 0.3);
+
+              &:hover {
+                background: linear-gradient(135deg, #2563eb, #1d4ed8);
+                transform: scale(1.05);
+                box-shadow: 0 6px 18px rgba(37, 99, 235, 0.35);
+              }
+            }
+
+            &:active:not(:disabled) {
+              transform: scale(0.95);
+            }
+          }
+        }
+      }
+
+      /* Model Profile Selector & Status Footer Row */
+      .card-footer-row {
+        display: flex;
+        align-items: center;
+        justify-content: space-between;
+        padding: 3px 14px 8px 14px;
+        box-sizing: border-box;
+
+        .footer-left-group {
+          display: flex;
+          align-items: center;
+          gap: 8px;
+
+          /* Segmented Model Toggle with Frosted Glass */
+          .model-profile-toggle {
+            display: inline-flex;
+            align-items: center;
+            background: rgba(255, 255, 255, 0.45);
+            backdrop-filter: blur(14px);
+            -webkit-backdrop-filter: blur(14px);
+            border: 1px solid rgba(255, 255, 255, 0.65);
+            box-shadow: inset 0 1px 1px rgba(255, 255, 255, 0.8), 0 1px 3px rgba(0, 0, 0, 0.03);
+            border-radius: 8px;
+            padding: 2px;
+            gap: 2px;
+
+            .profile-toggle-pill {
+              display: inline-flex;
+              align-items: center;
+              justify-content: center;
+              gap: 3.5px;
+              width: 62px;
+              min-width: 62px;
+              height: 22px;
+              border-radius: 6px;
+              border: none;
+              background: transparent;
+              color: #64748b;
+              font-family: inherit;
+              font-size: 11px;
+              font-weight: 550;
+              cursor: pointer;
+              transition: all 0.16s cubic-bezier(0.16, 1, 0.3, 1);
+              outline: none;
+              user-select: none;
+              box-sizing: border-box;
+
+              .pill-icon {
+                font-size: 13px;
+                line-height: 1;
+                flex-shrink: 0;
+              }
+
+              .pill-label {
+                line-height: 1;
+              }
+
+              &:hover:not(.active) {
+                color: #1e293b;
+                background: rgba(255, 255, 255, 0.65);
+              }
+
+              &.active {
+                background: rgba(255, 255, 255, 0.92);
+                backdrop-filter: blur(8px);
+                color: #0f172a;
+                font-weight: 700;
+                box-shadow: 0 1.5px 4px rgba(0, 0, 0, 0.08), inset 0 1px 1.5px rgba(255, 255, 255, 1);
+
+                .icon-flash {
+                  color: #d97706;
+                }
+
+                .icon-pro {
+                  color: #7c3aed;
+                }
+              }
+            }
+          }
+        }
+
+        .footer-right-status {
+          .running-status-pill {
+            display: inline-flex;
+            align-items: center;
+            gap: 4.5px;
+            font-size: 10.5px;
+            font-weight: 600;
+            color: #dc2626;
+            background: rgba(254, 226, 226, 0.7);
+            padding: 2px 7px;
+            border-radius: 10px;
+
+            .running-pulse-dot {
+              width: 5.5px;
+              height: 5.5px;
+              border-radius: 50%;
+              background: #ef4444;
+              animation: pulseDot 1.2s infinite;
+            }
+          }
+        }
+      }
+    }
+  }
+
+  /* When viewport shrinks to approximately 2/3 of standard desktop width (<= 1150px), hide right panel and leave only agent-stream */
+  @media (max-width: 1150px) {
+    .right-panel, .resizer {
+      display: none !important;
+    }
+
+    .left-panel {
+      border-right: none !important;
+      width: 100% !important;
+      flex: 1 1 100% !important;
+      min-width: 0 !important;
+    }
+  }
+}
+
+/* Animations */
+@keyframes popIn {
+  0% {
+    opacity: 0;
+    transform: scale(0.8);
+  }
+  100% {
+    opacity: 1;
+    transform: scale(1);
+  }
+}
+
+@keyframes spin {
+  from { transform: rotate(0deg); }
+  to { transform: rotate(360deg); }
+}
+
+@keyframes slideUpFade {
+  from {
+    opacity: 0;
+    transform: translateY(8px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@keyframes cardFadeIn {
+  from {
+    opacity: 0;
+    transform: translateY(4px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@keyframes fadeIn {
+  from { opacity: 0; }
+  to { opacity: 1; }
+}
+
+@keyframes pulseDot {
+  0% {
+    transform: scale(0.95);
+    box-shadow: 0 0 0 0 rgba(239, 68, 68, 0.7);
+  }
+  70% {
+    transform: scale(1);
+    box-shadow: 0 0 0 6px rgba(239, 68, 68, 0);
+  }
+  100% {
+    transform: scale(0.95);
+    box-shadow: 0 0 0 0 rgba(239, 68, 68, 0);
+  }
+}
+
+/* Fluid Wave Horizontal Slide (Seamless loop) */
+@keyframes waveSlide {
+  0% {
+    transform: translate3d(0, 0, 0);
+  }
+  100% {
+    transform: translate3d(-50%, 0, 0);
+  }
+}
+
+@keyframes waveSlideReverse {
+  0% {
+    transform: translate3d(-50%, 0, 0);
+  }
+  100% {
+    transform: translate3d(0, 0, 0);
+  }
+}
+
+/* Ambient Radial Glow Breathing */
+@keyframes glowBreathe {
+  0% {
+    opacity: 0.55;
+    transform: scaleX(0.92);
+  }
+  100% {
+    opacity: 0.95;
+    transform: scaleX(1.08);
+  }
+}
diff --git a/apps/showcase_ui/src/app/pages/workspace/workspace.component.ts b/apps/showcase_ui/src/app/pages/workspace/workspace.component.ts
new file mode 100644
index 0000000..e690ad7
--- /dev/null
+++ b/apps/showcase_ui/src/app/pages/workspace/workspace.component.ts
@@ -0,0 +1,284 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import { Component, HostListener, inject, computed, signal, ViewChild, ElementRef, OnInit } from '@angular/core';
+import { CommonModule } from '@angular/common';
+import { FormsModule } from '@angular/forms';
+import { HttpClient } from '@angular/common/http';
+import { AgentStreamComponent } from '../../components/agent-stream/agent-stream.component';
+import { ChatInterfaceComponent } from '../../components/chat-interface/chat-interface.component';
+import { FloatingVideoPlayerComponent } from '../../components/floating-video-player/floating-video-player.component';
+import { AgentService } from '../../services/agent.service';
+
+@Component({
+  selector: 'app-workspace',
+  standalone: true,
+  imports: [
+    CommonModule,
+    FormsModule,
+    AgentStreamComponent,
+    ChatInterfaceComponent,
+    FloatingVideoPlayerComponent
+  ],
+  templateUrl: './workspace.component.html',
+  styleUrl: './workspace.component.scss'
+})
+export class WorkspaceComponent implements OnInit {
+  public agentService = inject(AgentService);
+  private http = inject(HttpClient);
+
+  // Default right panel width to 1/3 of the screen (or 450px as fallback)
+  public rightPanelWidth = typeof window !== 'undefined' ? Math.round(window.innerWidth / 3) : 450;
+  public isDragging = false;
+
+  // Floating Command Bar State
+  public taskInput: string = '';
+  public isSubmitting: boolean = false;
+  public errorMessage: string | null = null;
+  public selectedProfile = signal<'flash' | 'pro'>('flash');
+
+  // Expand States (Signals for 0-latency reactivity)
+  public isHoveringCard = signal<boolean>(false);
+  public isInputFocused = signal<boolean>(false);
+
+  @ViewChild('dockInput') public dockInputRef?: ElementRef<HTMLTextAreaElement>;
+
+  ngOnInit(): void {
+    if (typeof localStorage !== 'undefined') {
+      const saved = localStorage.getItem('artemis_selected_profile');
+      if (saved === 'flash' || saved === 'pro') {
+        this.selectedProfile.set(saved);
+      }
+    }
+  }
+
+  /**
+   * Set model profile ('flash' vs 'pro')
+   */
+  public setProfile(profile: 'flash' | 'pro', event?: MouseEvent): void {
+    if (event) {
+      event.stopPropagation();
+    }
+    this.selectedProfile.set(profile);
+    if (typeof localStorage !== 'undefined') {
+      localStorage.setItem('artemis_selected_profile', profile);
+    }
+  }
+
+  /**
+   * Computed boolean whether a task is currently executing or active
+   */
+  public isTaskRunning = computed(() => {
+    return this.agentService.isRunningTask();
+  });
+
+  /**
+   * Computed boolean whether the command bar should be in its expanded state:
+   * - Mouse is hovering directly on the command card
+   * - Input textarea is focused
+   * - User has entered task text (drafting)
+   */
+  public isBarExpanded = computed(() => {
+    return (
+      this.isHoveringCard() ||
+      this.isInputFocused() ||
+      this.taskInput.trim().length > 0
+    );
+  });
+
+  /**
+   * Focus input handler
+   */
+  public onInputFocus(): void {
+    this.isInputFocused.set(true);
+  }
+
+  /**
+   * Blur input handler
+   */
+  public onInputBlur(): void {
+    this.isInputFocused.set(false);
+  }
+
+  /**
+   * Click on the resting capsule or dock card to focus textarea
+   */
+  public onCardClick(event: MouseEvent): void {
+    const target = event.target as HTMLElement;
+    // Don't steal focus if clicking action buttons or textarea directly
+    if (target.closest('button') || target.tagName.toLowerCase() === 'textarea') {
+      return;
+    }
+    this.focusInput();
+  }
+
+  /**
+   * Focus textarea programmatically
+   */
+  public focusInput(): void {
+    setTimeout(() => {
+      this.dockInputRef?.nativeElement?.focus();
+    }, 30);
+  }
+
+  /**
+   * Clear typed task input
+   */
+  public clearInput(event?: MouseEvent): void {
+    if (event) {
+      event.stopPropagation();
+    }
+    this.taskInput = '';
+    if (this.dockInputRef?.nativeElement) {
+      this.dockInputRef.nativeElement.style.height = 'auto';
+      this.dockInputRef.nativeElement.focus();
+    }
+  }
+
+  /**
+   * Auto-resize textarea as user types multi-line tasks
+   */
+  public onTextareaInput(event: Event): void {
+    const textarea = event.target as HTMLTextAreaElement;
+    if (!textarea) return;
+    textarea.style.height = 'auto';
+    const newHeight = Math.min(Math.max(textarea.scrollHeight, 24), 120);
+    textarea.style.height = `${newHeight}px`;
+  }
+
+  /**
+   * Global keyboard shortcut (⌘K or Ctrl+K) to focus input bar from anywhere
+   */
+  @HostListener('window:keydown', ['$event'])
+  public onGlobalKeyDown(event: KeyboardEvent): void {
+    if ((event.metaKey || event.ctrlKey) && event.key.toLowerCase() === 'k') {
+      event.preventDefault();
+      this.focusInput();
+    }
+  }
+
+  /**
+   * Handle enter key in floating dock textarea
+   */
+  public onKeyDown(event: KeyboardEvent): void {
+    if (event.key === 'Enter' && !event.shiftKey) {
+      event.preventDefault();
+      this.submitTask();
+    }
+  }
+
+  /**
+   * Submit a new task instruction
+   */
+  public submitTask(): void {
+    const goal = this.taskInput.trim();
+    if (!goal || this.isSubmitting) {
+      return;
+    }
+
+    this.isSubmitting = true;
+    this.errorMessage = null;
+
+    if (this.dockInputRef?.nativeElement) {
+      this.dockInputRef.nativeElement.blur();
+    }
+    this.isInputFocused.set(false);
+
+    this.agentService.clearUserPinnedSession();
+    this.http.post<any>('/api/run', { goal, profile: this.selectedProfile() }).subscribe({
+      next: (res) => {
+        this.taskInput = '';
+        if (this.dockInputRef?.nativeElement) {
+          this.dockInputRef.nativeElement.style.height = 'auto';
+        }
+        this.isSubmitting = false;
+        if (res && res.tasks && res.tasks.length > 0) {
+          const firstTask = res.tasks[0];
+          if (firstTask && firstTask.session_id) {
+            const isCurrentlyRunning =
+              this.agentService.agentStatus() === 'running' ||
+              this.agentService.sessions().some((s) => s.status === 'running');
+            if (!isCurrentlyRunning) {
+              this.agentService.selectSession(firstTask.session_id, false);
+            }
+          }
+        }
+        this.agentService.fetchStatus();
+      },
+      error: (err) => {
+        console.error('Failed to submit task:', err);
+        this.isSubmitting = false;
+        this.errorMessage = err.error?.detail || 'The runner is busy. Please wait for current task to finish.';
+        setTimeout(() => {
+          this.errorMessage = null;
+        }, 5000);
+      }
+    });
+  }
+
+  /**
+   * Stop currently running task
+   */
+  public stopTask(event?: MouseEvent): void {
+    if (event) {
+      event.stopPropagation();
+    }
+    if (!this.isTaskRunning()) {
+      return;
+    }
+    this.isSubmitting = true;
+    this.errorMessage = null;
+    this.agentService.stopTask(false);
+    setTimeout(() => {
+      this.isSubmitting = false;
+    }, 400);
+  }
+
+  /**
+   * Handle mouse down on resizer bar to start dragging
+   */
+  public onDragStart(event: MouseEvent): void {
+    this.isDragging = true;
+    event.preventDefault();
+  }
+
+  /**
+   * Listen to global mousemove events to adjust the width dynamically
+   */
+  @HostListener('document:mousemove', ['$event'])
+  public onMouseMove(event: MouseEvent): void {
+    if (!this.isDragging) {
+      return;
+    }
+
+    const newWidth = window.innerWidth - event.clientX;
+    const minWidth = 250;
+    const maxWidth = window.innerWidth - 300;
+
+    // Apply boundary limits to prevent panels from shrinking too much
+    if (newWidth >= minWidth && newWidth <= maxWidth) {
+      this.rightPanelWidth = newWidth;
+    }
+  }
+
+  /**
+   * Listen to global mouseup events to stop resizing
+   */
+  @HostListener('document:mouseup')
+  public onMouseUp(): void {
+    this.isDragging = false;
+  }
+}
diff --git a/src/app/services/agent.service.ts b/apps/showcase_ui/src/app/services/agent.service.ts
similarity index 70%
rename from src/app/services/agent.service.ts
rename to apps/showcase_ui/src/app/services/agent.service.ts
index 867a3e8..76b66a3 100644
--- a/src/app/services/agent.service.ts
+++ b/apps/showcase_ui/src/app/services/agent.service.ts
@@ -16,6 +16,7 @@
 
 import { Injectable, signal, inject, computed } from '@angular/core';
 import { HttpClient } from '@angular/common/http';
+import { Observable } from 'rxjs';
 
 import { Session, ModelInfo, TaskQueueItem, AgentStatusResponse } from '../core/models/session.model';
 import { StepItemData } from '../core/models/stream.model';
@@ -38,20 +39,47 @@ export class AgentService {
     const goal = this.runningGoal();
     const runId = this.runningSessionId();
 
-    const hasRunningInRaw = raw.some(s => s.status === 'running' || (runId && s.session_id === runId));
+    const sessionMap = new Map<string, Session>();
 
-    if (status === 'running' && goal && runId && !hasRunningInRaw) {
-      const activeRunningSession: Session = {
+    // 1. First add raw sessions from DB
+    raw.forEach((s) => {
+      const isCurrentRunning = status === 'running' && runId === s.session_id;
+      const isPending = this.pendingQueue().some(p => p.session_id === s.session_id) && !isCurrentRunning;
+      let sStatus = isCurrentRunning ? 'running' : (isPending ? 'pending' : s.status);
+      if (sStatus === 'running' && !isCurrentRunning) {
+        const activeRun = raw.find(r => r.session_id === runId);
+        sStatus = (activeRun && (s.start_time || 0) > (activeRun.start_time || 0)) ? 'pending' : 'completed';
+      }
+      sessionMap.set(s.session_id, {
+        ...s,
+        status: sStatus,
+        model_info: isCurrentRunning && this.activeModel() ? this.activeModel()! : s.model_info
+      });
+    });
+
+    // 2. Add pending queue sessions if not yet in raw sessions
+    pending.forEach((p) => {
+      if (!sessionMap.has(p.session_id)) {
+        const isCurrentRunning = status === 'running' && runId === p.session_id;
+        sessionMap.set(p.session_id, {
+          ...p,
+          status: isCurrentRunning ? 'running' : 'pending'
+        });
+      }
+    });
+
+    // 3. Ensure currently active running session is present
+    if (status === 'running' && runId && !sessionMap.has(runId)) {
+      sessionMap.set(runId, {
         session_id: runId,
-        initial_goal: goal,
+        initial_goal: goal || '',
         start_time: Date.now() / 1000,
         status: 'running',
         model_info: this.activeModel() || undefined
-      };
-      return [activeRunningSession, ...pending, ...raw];
+      });
     }
 
-    return [...pending, ...raw];
+    return Array.from(sessionMap.values()).sort((a, b) => b.start_time - a.start_time);
   });
 
   public currentSessionId = signal<string | null>(null);
@@ -64,6 +92,7 @@ export class AgentService {
   public isRetrying = signal<boolean>(false);
   public retryMessage = signal<string | null>(null);
   public activeModel = signal<{ name: string; id: string; provider: string } | null>(null);
+  public userPinnedSessionId = signal<string | null>(null); // Pinned session if user explicitly selected a non-running task
 
   // Notes and Tab States
   public currentNotes = signal<Record<string, string>>({});
@@ -77,6 +106,13 @@ export class AgentService {
   public activeVideoTitle = signal<string>('');
   public isVideoLoading = signal<boolean>(false);
 
+  /**
+   * Clear user-pinned selection so subsequent runs automatically follow active runner
+   */
+  public clearUserPinnedSession(): void {
+    this.userPinnedSessionId.set(null);
+  }
+
   /**
    * Computed active/viewed session
    */
@@ -122,18 +158,82 @@ export class AgentService {
   });
 
   /**
-   * Stop the currently running task
+   * Run a new task by submitting to backend queue
    */
-  public stopTask(): void {
-    this.http.post('/api/stop', {}).subscribe({
+  public runTask(
+    goal: string,
+    profile: string = 'flash',
+    expectedOutput?: string,
+    enableOutputter?: boolean
+  ): Observable<any> {
+    return new Observable((obs) => {
+      const payload: any = { goal, profile };
+      if (expectedOutput && expectedOutput.trim()) {
+        payload.expected_output = expectedOutput.trim();
+      }
+      if (enableOutputter !== undefined) {
+        payload.enable_outputter = enableOutputter;
+      }
+      this.clearUserPinnedSession();
+      this.http.post<any>('/api/run', payload).subscribe({
+        next: (res) => {
+          if (res && res.tasks && res.tasks.length > 0) {
+            const newSessionId = res.tasks[0].session_id;
+            if (newSessionId) {
+              const isCurrentlyRunning =
+                this.agentStatus() === 'running' ||
+                this.sessions().some((s) => s.status === 'running');
+              if (!isCurrentlyRunning) {
+                this.selectSession(newSessionId, false);
+              }
+            }
+          }
+          obs.next(res);
+          obs.complete();
+        },
+        error: (err) => {
+          obs.error(err);
+        }
+      });
+    });
+  }
+
+  /**
+   * Stop the currently running task (and optionally clear queue)
+   */
+  public stopTask(stopAll: boolean = false): void {
+    // Apply optimistic updates: only set idle if stopAll is true or pending queue is empty
+    if (stopAll || this.pendingQueue().length === 0) {
+      this.agentStatus.set('idle');
+      this.runningSessionId.set(null);
+      this.runningGoal.set(null);
+    }
+    this.isPaused.set(false);
+    this.pausedError.set(null);
+    this.isRetrying.set(false);
+    if (stopAll) {
+      this.pendingQueue.set([]);
+    }
+
+    // Mark active streaming / pending logs in current session as finished
+    this.sessionLogs.update((logs) =>
+      logs.map((l) => {
+        if (l.type === 'llm_stream' && !l.data?.isCompleted) {
+          return { ...l, data: { ...l.data, isCompleted: true } };
+        }
+        return l;
+      })
+    );
+
+    this.http.post<any>(`/api/stop?all=${stopAll}`, {}).subscribe({
       next: () => {
-        this.agentStatus.set('idle');
-        this.isPaused.set(false);
-        this.pausedError.set(null);
+        this.fetchStatus();
         this.fetchSessions();
       },
       error: (err) => {
         console.error('Failed to stop task:', err);
+        this.fetchSessions();
+        this.fetchStatus();
       }
     });
   }
@@ -161,6 +261,10 @@ export class AgentService {
       next: (data) => {
         this.rawSessions.set(data);
         this.updateModelForCurrentView(data);
+        // On initial load, if nothing is selected, not pinned, not running, and sessions exist, select latest
+        if (!this.currentSessionId() && !this.userPinnedSessionId() && this.agentStatus() !== 'running' && data.length > 0) {
+          this.selectSession(data[0].session_id, false);
+        }
       },
       error: (err) => {
         console.error('Failed to fetch sessions from backend:', err);
@@ -169,9 +273,97 @@ export class AgentService {
   }
 
   /**
-   * Connect to the Server-Sent Events stream for a specific session
+   * Delete an individual session / task
    */
-  public selectSession(sessionId: string): void {
+  public deleteSession(sessionId: string): Observable<any> {
+    // 1. Optimistically update local session state immediately
+    this.rawSessions.update((list) => list.filter((s) => s.session_id !== sessionId));
+    this.pendingQueue.update((list) => list.filter((s) => s.session_id !== sessionId));
+
+    if (this.userPinnedSessionId() === sessionId) {
+      this.userPinnedSessionId.set(null);
+    }
+
+    if (this.currentSessionId() === sessionId) {
+      this.selectSession('', false);
+      if (this.isVideoWindowOpen()) {
+        this.closeVideoPlayer();
+      }
+      const runningId = this.runningSessionId();
+      if (runningId && this.agentStatus() === 'running') {
+        this.selectSession(runningId, false);
+      }
+    }
+
+    // 2. Send API request
+    return new Observable((obs) => {
+      this.http.post<any>(`/api/sessions/${sessionId}/delete`, {}).subscribe({
+        next: (res) => {
+          this.fetchSessions();
+          this.fetchStatus();
+          obs.next(res);
+          obs.complete();
+        },
+        error: (err) => {
+          console.error(`Failed to delete session ${sessionId}:`, err);
+          this.fetchSessions();
+          this.fetchStatus();
+          obs.error(err);
+        }
+      });
+    });
+  }
+
+  /**
+   * Clear all sessions, tasks, and history
+   */
+  public clearAllHistory(): Observable<any> {
+    // 1. Optimistically clear all local session state immediately
+    this.userPinnedSessionId.set(null);
+    this.rawSessions.set([]);
+    this.pendingQueue.set([]);
+    this.selectSession('', false);
+    if (this.isVideoWindowOpen()) {
+      this.closeVideoPlayer();
+    }
+
+    // 2. Send API request
+    return new Observable((obs) => {
+      this.http.post<any>('/api/cleanup', {}).subscribe({
+        next: (res) => {
+          this.fetchSessions();
+          this.fetchStatus();
+          obs.next(res);
+          obs.complete();
+        },
+        error: (err) => {
+          console.error('Failed to cleanup history:', err);
+          this.fetchSessions();
+          this.fetchStatus();
+          obs.error(err);
+        }
+      });
+    });
+  }
+
+  /**
+   * Connect to the Server-Sent Events stream for a specific session
+   * @param sessionId The ID of the session to select
+   * @param isUserAction Whether this selection was explicitly triggered by user interaction
+   */
+  public selectSession(sessionId: string, isUserAction: boolean = false): void {
+    if (isUserAction) {
+      if (sessionId && sessionId === this.runningSessionId() && this.agentStatus() === 'running') {
+        // User explicitly clicked the currently running task -> follow live runner
+        this.userPinnedSessionId.set(null);
+      } else if (sessionId) {
+        // User explicitly clicked a non-running or historical task -> pin to it
+        this.userPinnedSessionId.set(sessionId);
+      } else {
+        this.userPinnedSessionId.set(null);
+      }
+    }
+
     if (!sessionId) {
       this.currentSessionId.set(null);
       this.sessionLogs.set([]);
@@ -262,12 +454,13 @@ export class AgentService {
                 this.runningGoal.set(parsedData.initial_goal);
               }
               this.fetchSessions();
+              // Only auto-select if user hasn't explicitly chosen to inspect another task
+              const pinnedId = this.userPinnedSessionId();
+              if (!pinnedId && parsedData?.session_id) {
+                this.selectSession(parsedData.session_id, false);
+              }
             } else if (eventType === 'session_ended') {
-              this.agentStatus.set('idle');
-              this.runningSessionId.set(null);
-              this.runningGoal.set(null);
-              this.isRetrying.set(false);
-              this.isPaused.set(false);
+              this.fetchStatus();
               this.fetchSessions();
               this.updateModelForCurrentView();
             }
@@ -298,6 +491,7 @@ export class AgentService {
             this.isRetrying.set(false);
             this.isPaused.set(false);
             this.fetchSessions();
+            this.fetchNotes(sessionId);
             this.updateModelForCurrentView();
             return;
           }
@@ -416,7 +610,7 @@ export class AgentService {
 
           if (eventType === 'trace_recorded' && parsedData) {
             const trName = parsedData.name || '';
-            if (['save_note', 'read_note', 'update_note', 'append_note', 'list_notes'].includes(trName.toLowerCase())) {
+            if (['save_note', 'read_note', 'update_note', 'append_note', 'list_notes', 'outputter'].includes(trName.toLowerCase())) {
               const curSessionId = this.currentSessionId();
               if (curSessionId === sessionId) {
                 this.fetchNotes(curSessionId);
@@ -443,6 +637,8 @@ export class AgentService {
     };
   }
 
+  private pollCounter: number = 0;
+
   /**
    * Start periodic status polling from the backend
    */
@@ -450,6 +646,11 @@ export class AgentService {
     this.fetchStatus();
     this.statusInterval = setInterval(() => {
       this.fetchStatus();
+      this.pollCounter++;
+      // Periodically refresh sessions every 6 seconds (every 3 polling intervals of 2s) to stay in sync with external DB modifications
+      if (this.pollCounter % 3 === 0) {
+        this.fetchSessions();
+      }
     }, 2000);
   }
 
@@ -511,11 +712,16 @@ export class AgentService {
             this.fetchSessions();
           }
 
-          // Auto-select the session if a new active session starts and user is not browsing an old historical session
-          if (data.status === 'running' && data.session_id && data.session_id !== oldRunningSessionId) {
+          // Auto-select the session if running and user hasn't explicitly chosen to inspect another task
+          if (data.status === 'running' && data.session_id) {
             const currentId = this.currentSessionId();
-            if (!currentId || currentId === oldRunningSessionId) {
-              this.selectSession(data.session_id);
+            const pinnedId = this.userPinnedSessionId();
+            if (!currentId) {
+              this.selectSession(data.session_id, false);
+            } else if (currentId !== data.session_id) {
+              if (!pinnedId) {
+                this.selectSession(data.session_id, false);
+              }
             }
           }
         }
diff --git a/apps/showcase_ui/src/app/services/system.service.ts b/apps/showcase_ui/src/app/services/system.service.ts
new file mode 100644
index 0000000..df5a5c7
--- /dev/null
+++ b/apps/showcase_ui/src/app/services/system.service.ts
@@ -0,0 +1,482 @@
+/**
+ * Copyright 2026 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import { Injectable, signal, computed, inject } from '@angular/core';
+import { HttpClient } from '@angular/common/http';
+import { Observable, tap } from 'rxjs';
+import { SystemReadinessReport, DeviceInfo, ProbeResult, EmulatorLaunchState, EmulatorLaunchStage } from '../core/models/system.model';
+
+@Injectable({
+  providedIn: 'root'
+})
+export class SystemService {
+  private http = inject(HttpClient);
+
+  // Core reactive signals
+  public readinessReport = signal<SystemReadinessReport | null>(null);
+  public isLoading = signal<boolean>(false);
+  public isRestartingAdb = signal<boolean>(false);
+  public launchingAvd = signal<string | null>(null);
+  public emulatorLaunchState = signal<EmulatorLaunchState | null>(null);
+  public isEmulatorLaunching = computed(() => {
+    const s = this.emulatorLaunchState()?.status;
+    return s === 'starting' || s === 'waiting_for_adb' || s === 'booting';
+  });
+  public lastCheckedTime = signal<Date | null>(null);
+  private emulatorPollTimer: any = null;
+
+  // Probe lookups
+  public pythonProbe = computed(() => this.probes().find(p => p.id === 'python_runtime') || null);
+  public configProbe = computed(() => this.probes().find(p => p.id === 'system_config') || null);
+  public toolchainProbe = computed(() => this.probes().find(p => p.id === 'toolchain') || null);
+  public adbProbe = computed(() => this.probes().find(p => p.id === 'android_adb') || null);
+  public llmProbe = computed(() => this.probes().find(p => p.id === 'gemini_api_key' || p.id === 'llm_api_key') || null);
+  public geminiProbe = computed(() => this.llmProbe());
+  public ocrProbe = computed(() => this.probes().find(p => p.id === 'vision_ocr_key' || p.id === 'ocr_api_key') || null);
+
+  // Grouped readiness helpers for the 3-step onboarding flow
+  public isEnvironmentReady = computed(() => {
+    const py = this.pythonProbe();
+    const cfg = this.configProbe();
+    const adb = this.adbProbe();
+    const tc = this.toolchainProbe();
+    const pyOk = py?.status === 'pass';
+    const cfgOk = cfg?.status === 'pass';
+    const adbInstalled = adb?.metadata?.['installed'] ?? (adb?.status !== 'fail');
+    const tcOk = tc?.status === 'pass' || tc?.is_blocker === false;
+    return pyOk && cfgOk && adbInstalled && tcOk;
+  });
+
+  public isSkipCredentialsCheck = signal<boolean>(false);
+
+  public isCredentialsReady = computed(() => {
+    if (this.isSkipCredentialsCheck()) {
+      return true;
+    }
+    const llm = this.llmProbe();
+    return llm?.status === 'pass';
+  });
+
+  public isDeviceReady = computed(() => {
+    const adb = this.adbProbe();
+    return adb?.status === 'pass';
+  });
+
+  // Step-level counting matching the 3-step onboarding guide
+  public totalStepCount = computed(() => 3);
+  public passedStepCount = computed(() => {
+    let count = 0;
+    if (this.isEnvironmentReady()) count++;
+    if (this.isCredentialsReady()) count++;
+    if (this.isDeviceReady()) count++;
+    return count;
+  });
+
+  // Computed helper signals
+  public isReady = computed(() => {
+    return this.isEnvironmentReady() && this.isCredentialsReady() && this.isDeviceReady();
+  });
+  public blockerCount = computed(() => this.totalStepCount());
+  public passedBlockerCount = computed(() => this.passedStepCount());
+  public probes = computed(() => this.readinessReport()?.probes ?? []);
+  public activeDevice = computed(() => this.readinessReport()?.active_device ?? null);
+  public osType = computed<'linux' | 'darwin' | 'windows'>(() => {
+    const raw = this.readinessReport()?.os_type;
+    if (raw === 'windows' || raw === 'win32') return 'windows';
+    if (raw === 'darwin' || raw === 'macos' || raw === 'mac') return 'darwin';
+    return 'linux';
+  });
+
+  public skipCredentialsCheck(): void {
+    this.isSkipCredentialsCheck.set(true);
+  }
+
+  public setSkipCredentialsCheck(skip: boolean): void {
+    this.isSkipCredentialsCheck.set(skip);
+  }
+
+
+  // Device list from metadata
+  public connectedDevices = computed<DeviceInfo[]>(() => {
+    const meta = this.adbProbe()?.metadata;
+    if (meta && Array.isArray(meta['devices'])) {
+      return meta['devices'] as DeviceInfo[];
+    }
+    return [];
+  });
+
+  // Installed local AVD emulators from metadata
+  public installedAvds = computed<string[]>(() => {
+    const meta = this.adbProbe()?.metadata;
+    if (meta && Array.isArray(meta['installed_avds'])) {
+      return meta['installed_avds'] as string[];
+    }
+    return [];
+  });
+
+  public emulatorPath = computed<string | null>(() => {
+    return (this.adbProbe()?.metadata?.['emulator_path'] as string) || null;
+  });
+
+  public isEmulatorInPath = computed<boolean>(() => {
+    return (this.adbProbe()?.metadata?.['is_emulator_in_path'] as boolean) ?? true;
+  });
+
+  private pollingTimer: any = null;
+
+  constructor() {
+    this.fetchReadiness();
+    this.startAutoPolling(3000);
+  }
+
+  /**
+   * Start periodic auto-polling for system readiness changes
+   */
+  public startAutoPolling(intervalMs: number = 3000): void {
+    if (this.pollingTimer) {
+      clearInterval(this.pollingTimer);
+    }
+    this.pollingTimer = setInterval(() => {
+      // Perform silent background check without disturbing UI loading state
+      this.fetchReadiness(true).subscribe({
+        error: () => {} // Silent catch
+      });
+    }, intervalMs);
+  }
+
+  /**
+   * Stop auto-polling
+   */
+  public stopAutoPolling(): void {
+    if (this.pollingTimer) {
+      clearInterval(this.pollingTimer);
+      this.pollingTimer = null;
+    }
+  }
+
+  /**
+   * Fetch latest system readiness report from backend
+   * @param silent If true, updates signals silently without triggering global isLoading spinner
+   */
+  public fetchReadiness(silent: boolean = false): Observable<SystemReadinessReport> {
+    if (!silent) {
+      this.isLoading.set(true);
+    }
+    return this.http.get<SystemReadinessReport>('/api/system/readiness').pipe(
+      tap({
+        next: (report) => {
+          this.readinessReport.set(report);
+          this.lastCheckedTime.set(new Date());
+          if (!silent) {
+            this.isLoading.set(false);
+          }
+        },
+        error: (err) => {
+          console.error('Failed to fetch system readiness:', err);
+          if (!silent) {
+            this.isLoading.set(false);
+          }
+        }
+      })
+    );
+  }
+
+  /**
+   * Fetch current emulator launch progress state snapshot
+   */
+  public fetchEmulatorStatus(): Observable<EmulatorLaunchState> {
+    return this.http.get<EmulatorLaunchState>('/api/system/emulator/status').pipe(
+      tap({
+        next: (state) => {
+          this.emulatorLaunchState.set(state);
+          if (state.status === 'ready') {
+            this.launchingAvd.set(null);
+            this.stopEmulatorStatusPolling();
+            this.fetchReadiness().subscribe();
+          } else if (state.status === 'failed' || state.status === 'stopped' || state.status === 'idle') {
+            this.launchingAvd.set(null);
+            this.stopEmulatorStatusPolling();
+          } else {
+            if (state.avd_name) {
+              this.launchingAvd.set(state.avd_name);
+            }
+          }
+        },
+        error: (err) => {
+          console.error('Failed to fetch emulator status:', err);
+        }
+      })
+    );
+  }
+
+  /**
+   * Start 1s interval polling for emulator boot progression
+   */
+  public startEmulatorStatusPolling(): void {
+    if (this.emulatorPollTimer) {
+      clearInterval(this.emulatorPollTimer);
+    }
+    this.emulatorPollTimer = setInterval(() => {
+      this.fetchEmulatorStatus().subscribe({
+        error: () => {}
+      });
+    }, 1000);
+  }
+
+  /**
+   * Stop polling for emulator boot status
+   */
+  public stopEmulatorStatusPolling(): void {
+    if (this.emulatorPollTimer) {
+      clearInterval(this.emulatorPollTimer);
+      this.emulatorPollTimer = null;
+    }
+  }
+
+  /**
+   * Launch a local AVD emulator in the background and continuously track boot progress
+   */
+  public launchEmulator(avdName: string): Observable<EmulatorLaunchState> {
+    this.launchingAvd.set(avdName);
+    this.emulatorLaunchState.set({
+      avd_name: avdName,
+      status: 'starting',
+      pid: null,
+      serial: null,
+      stage_message: 'Spawning emulator process...',
+      progress_percent: 15,
+      started_at: Date.now() / 1000,
+      elapsed_seconds: 0,
+      error: null,
+      logs: [`Initiating launch for AVD: ${avdName}...`],
+      can_retry: true,
+    });
+
+    return this.http.post<EmulatorLaunchState>('/api/system/emulator/launch', { avd_name: avdName }).pipe(
+      tap({
+        next: (state) => {
+          this.emulatorLaunchState.set(state);
+          if (state.status === 'failed') {
+            this.launchingAvd.set(null);
+          } else {
+            this.startEmulatorStatusPolling();
+          }
+        },
+        error: (err) => {
+          console.error('Failed to launch emulator:', err);
+          this.launchingAvd.set(null);
+          const errorMsg = err?.error?.detail || err?.message || 'Failed to start emulator process.';
+          this.emulatorLaunchState.set({
+            avd_name: avdName,
+            status: 'failed',
+            pid: null,
+            serial: null,
+            stage_message: 'Failed to initiate launch.',
+            progress_percent: 0,
+            started_at: null,
+            elapsed_seconds: 0,
+            error: errorMsg,
+            logs: [errorMsg],
+            can_retry: true,
+          });
+        }
+      })
+    );
+  }
+
+  /**
+   * Terminate running emulator
+   */
+  public stopEmulator(): Observable<any> {
+    return this.http.post<any>('/api/system/emulator/stop', {}).pipe(
+      tap({
+        next: () => {
+          this.launchingAvd.set(null);
+          this.stopEmulatorStatusPolling();
+          this.fetchEmulatorStatus().subscribe();
+          this.fetchReadiness().subscribe();
+        }
+      })
+    );
+  }
+
+  /**
+   * Clear and dismiss emulator launch tracker state
+   */
+  public dismissEmulatorStatus(): Observable<any> {
+    return this.http.post<any>('/api/system/emulator/dismiss', {}).pipe(
+      tap({
+        next: () => {
+          this.emulatorLaunchState.set(null);
+          this.launchingAvd.set(null);
+          this.stopEmulatorStatusPolling();
+        }
+      })
+    );
+  }
+
+  /**
+   * Restart local ADB server and refresh readiness state
+   */
+  public restartAdb(): Observable<any> {
+    this.isRestartingAdb.set(true);
+    return this.http.post<any>('/api/system/adb/restart', {}).pipe(
+      tap({
+        next: (res) => {
+          if (res?.report) {
+            this.readinessReport.set(res.report);
+            this.lastCheckedTime.set(new Date());
+          }
+          this.isRestartingAdb.set(false);
+        },
+        error: (err) => {
+          console.error('Failed to restart ADB server:', err);
+          this.isRestartingAdb.set(false);
+        }
+      })
+    );
+  }
+
+  /**
+   * Connect to an Android device over Wi-Fi
+   */
+  public connectWirelessAdb(host: string, port: number = 5555): Observable<any> {
+    return this.http.post<any>('/api/system/adb/connect', { host, port }).pipe(
+      tap({
+        next: (res) => {
+          if (res?.report) {
+            this.readinessReport.set(res.report);
+            this.lastCheckedTime.set(new Date());
+          }
+        }
+      })
+    );
+  }
+
+  /**
+   * Select a specific connected device serial as active target
+   */
+  public selectDevice(serial: string): Observable<any> {
+    this.isLoading.set(true);
+    return this.http.post<any>('/api/system/devices/select', { serial }).pipe(
+      tap({
+        next: (res) => {
+          if (res?.report) {
+            this.readinessReport.set(res.report);
+          }
+          this.isLoading.set(false);
+        },
+        error: (err) => {
+          console.error('Failed to select active device:', err);
+          this.isLoading.set(false);
+        }
+      })
+    );
+  }
+
+  public currentApiKey = computed<string>(() => {
+    return (this.llmProbe()?.metadata?.['current_key'] as string) || '';
+  });
+
+  public apiKeysMap = computed<Record<string, string>>(() => {
+    return (this.llmProbe()?.metadata?.['api_keys'] as Record<string, string>) || {};
+  });
+
+  public modelConfigEnv = signal<ModelConfigEnvResponse | null>(null);
+
+  /**
+   * Fetch current model configuration (artemis.jsonc) and environment (.env) status
+   */
+  public fetchModelConfigEnv(): Observable<ModelConfigEnvResponse> {
+    return this.http.get<ModelConfigEnvResponse>('/api/system/model-config-env').pipe(
+      tap({
+        next: (data) => {
+          this.modelConfigEnv.set(data);
+        },
+        error: (err) => {
+          console.error('Failed to fetch model config and env:', err);
+        }
+      })
+    );
+  }
+
+  /**
+   * Test and verify an API key against live provider endpoint without persisting
+   */
+  public testApiKey(provider: string, apiKey: string, baseUrl?: string): Observable<{ valid: boolean; provider: string; message: string }> {
+    return this.http.post<{ valid: boolean; provider: string; message: string }>('/api/system/credentials/test', {
+      provider,
+      api_key: apiKey,
+      base_url: baseUrl
+    });
+  }
+
+  /**
+   * Update, verify, and configure API key for an LLM provider or Vision OCR
+   */
+  public updateApiKey(provider: string, apiKey: string, persistToEnv: boolean = true): Observable<any> {
+    return this.http.post<any>('/api/system/credentials', {
+      provider,
+      api_key: apiKey,
+      persist_to_env: persistToEnv
+    }).pipe(
+      tap({
+        next: (res) => {
+          if (res?.report) {
+            this.readinessReport.set(res.report);
+            this.lastCheckedTime.set(new Date());
+          }
+          // Refresh model config & env after updating key
+          this.fetchModelConfigEnv().subscribe();
+        },
+        error: (err) => {
+          console.error(`Failed to update credentials for ${provider}:`, err);
+        }
+      })
+    );
+  }
+}
+
+export interface ModelConfigEnvResponse {
+  config_path: string;
+  config_filename: string;
+  config_content: string;
+  default_model: {
+    provider?: string;
+    model?: string;
+    thinking_level?: string;
+    fallback?: {
+      provider?: string;
+      model?: string;
+      thinking_level?: string;
+    };
+  };
+  presets: Record<string, {
+    provider: string;
+    model: string;
+    fallback?: { provider: string; model: string };
+  }>;
+  env_path: string;
+  env_filename: string;
+  env_vars: Array<{
+    name: string;
+    provider: string;
+    is_set: boolean;
+    preview: string | null;
+    description: string;
+  }>;
+}
+
diff --git a/apps/showcase_ui/src/app/utils/action-formatter.util.spec.ts b/apps/showcase_ui/src/app/utils/action-formatter.util.spec.ts
new file mode 100644
index 0000000..4464bb2
--- /dev/null
+++ b/apps/showcase_ui/src/app/utils/action-formatter.util.spec.ts
@@ -0,0 +1,112 @@
+import {
+  getStepPreImageUrl,
+  getStepPostImageUrl
+} from './action-formatter.util';
+
+describe('action-formatter.util screenshot chaining', () => {
+  it('should chain pre/post images correctly in FailureAnalyzer multi-step recovery', () => {
+    const stepData = {
+      step_id: 'step-06',
+      pre_image_name: '01a0e8d8cddbeb6a352e3bef1afbee0f0476a05b0fc62abb78e59c7b6aa16079',
+      post_image_name: '484361b1ab4b340415e01042e3496f0edc0549c837c897ece242835d12d7d71d',
+      action_taken: {
+        action: 'tap',
+        coordinates: [540, 720],
+        timestamp: 1787077538.0
+      },
+      last_execution_result: {
+        status: 'success',
+        repair_status: 'fixed',
+        execution: [
+          {
+            attempts: ['Pre-execution validation failed']
+          }
+        ]
+      },
+      generic_tools: [
+        {
+          trace_id: 'tool-save-note',
+          name: 'save_note',
+          type: 'tool',
+          timestamp: 1787077537.0,
+          payload: { args: { title: 'Note 1' } }
+        },
+        {
+          trace_id: 'agent-failure-analyzer',
+          name: 'failure_analyzer',
+          agent_name: 'failure_analyzer',
+          type: 'agent',
+          timestamp: 1787077540.0,
+          payload: {
+            args: {
+              pre_screenshot_name: '01a0e8d8cddbeb6a352e3bef1afbee0f0476a05b0fc62abb78e59c7b6aa16079',
+              post_screenshot_name: 'fbdf17fa7a970d2c37aa52ae4336119e76a7d13ea457811cf8aaab19b3f53843'
+            }
+          }
+        },
+        {
+          trace_id: 'action-click-1',
+          name: 'click',
+          type: 'action',
+          agent_name: 'failure_analyzer',
+          timestamp: 1787077607.0,
+          payload: {
+            args: { target: '[500, 300]' },
+            result: {
+              outcome: 'Clicked successfully',
+              post_image_name: '18bd2ac49e64976f1e74e828ddae76e54da1587044b1d3fb01317dd202ff7c67'
+            }
+          }
+        },
+        {
+          trace_id: 'action-click-seq-2',
+          name: 'click_sequence',
+          type: 'action',
+          agent_name: 'failure_analyzer',
+          timestamp: 1787077631.0,
+          payload: {
+            args: { sequence: '[[500, 300], [876, 360]]' },
+            result: {
+              outcome: 'Sequence clicked successfully',
+              post_image_name: '484361b1ab4b340415e01042e3496f0edc0549c837c897ece242835d12d7d71d'
+            }
+          }
+        }
+      ]
+    };
+
+    const action1 = stepData.generic_tools[2]; // click
+    const action2 = stepData.generic_tools[3]; // click_sequence
+
+    // Action 1: Pre should be the failed state screenshot (fbdf17fa...), Post should be Action 1's post (18bd2ac4...)
+    const act1Pre = getStepPreImageUrl(stepData, action1);
+    const act1Post = getStepPostImageUrl(stepData, action1);
+    expect(act1Pre).toBe('/images/fbdf17fa7a970d2c37aa52ae4336119e76a7d13ea457811cf8aaab19b3f53843');
+    expect(act1Post).toBe('/images/18bd2ac49e64976f1e74e828ddae76e54da1587044b1d3fb01317dd202ff7c67');
+
+    // Action 2: "下一次的决策前是上一次的动作后" -> Pre MUST be Action 1's post (18bd2ac4...), Post should be Action 2's post (484361b1...)
+    const act2Pre = getStepPreImageUrl(stepData, action2);
+    const act2Post = getStepPostImageUrl(stepData, action2);
+    expect(act2Pre).toBe('/images/18bd2ac49e64976f1e74e828ddae76e54da1587044b1d3fb01317dd202ff7c67');
+    expect(act2Post).toBe('/images/484361b1ab4b340415e01042e3496f0edc0549c837c897ece242835d12d7d71d');
+  });
+
+  it('should handle standard single-action step correctly', () => {
+    const stepData = {
+      step_id: 'step-01',
+      pre_image_name: 'pre123',
+      post_image_name: 'post456',
+      action_taken: {
+        action: 'tap',
+        coordinates: [100, 200],
+        timestamp: 1000
+      }
+    };
+
+    const preUrl = getStepPreImageUrl(stepData, stepData.action_taken);
+    const postUrl = getStepPostImageUrl(stepData, stepData.action_taken);
+
+    expect(preUrl).toBe('/images/pre123');
+    expect(postUrl).toBe('/images/post456');
+  });
+});
diff --git a/src/app/utils/action-formatter.util.ts b/apps/showcase_ui/src/app/utils/action-formatter.util.ts
similarity index 54%
rename from src/app/utils/action-formatter.util.ts
rename to apps/showcase_ui/src/app/utils/action-formatter.util.ts
index 7461d50..95c5ca3 100644
--- a/src/app/utils/action-formatter.util.ts
+++ b/apps/showcase_ui/src/app/utils/action-formatter.util.ts
@@ -15,7 +15,8 @@
  */
 
 import { ActionParam } from '../core/models/stream.model';
-import { extractNumbersFromCoordinateValue, isPureDirectionString } from './image-overlay.util';
+import { extractNumbersFromCoordinateValue, isPureDirectionString, parseSequenceCoordinates } from './image-overlay.util';
+import { cleanErrorMessage } from './tool-formatter.util';
 
 /**
  * Safely extract action object from possible array or nested structure
@@ -43,6 +44,40 @@ export function isAndroidAction(action: any): boolean {
   ].includes(name);
 }
 
+/**
+ * Check if the action or tool is a task completion / submission report
+ */
+export function isReportStatusAction(action: any): boolean {
+  const act = getActionObject(action);
+  if (!act) return false;
+  const name = (act.name || act.action || '').toLowerCase().replace(/^(_)?(self\.)?exec_/, '');
+  return name === 'report_task_status' || name === 'report_status' || name === 'submit_task_status';
+}
+
+/**
+ * Get status of report_task_status (completed / failed)
+ */
+export function getReportStatusValue(action: any): string {
+  const act = getActionObject(action);
+  if (!act) return 'completed';
+  const args = act.args && typeof act.args === 'object' ? act.args : (act.payload?.args || act.payload || act);
+  const status = args.status || act.status;
+  if (typeof status === 'string') {
+    return status.toLowerCase();
+  }
+  return 'completed';
+}
+
+/**
+ * Get explanation of report_task_status
+ */
+export function getReportStatusExplanation(action: any): string {
+  const act = getActionObject(action);
+  if (!act) return '';
+  const args = act.args && typeof act.args === 'object' ? act.args : (act.payload?.args || act.payload || act);
+  return args.explanation || args.reason || args.summary || act.explanation || act.reason || act.summary || '';
+}
+
 /**
  * Get Material Symbol icon name for Android action
  */
@@ -239,6 +274,15 @@ export function getActionCoords(action: any): string {
   const act = getActionObject(action);
   if (!act) return '';
   const args = act.args && typeof act.args === 'object' ? act.args : {};
+  const name = (act.name || act.action || '').toLowerCase();
+
+  // Check sequence first if action is sequence or sequence arg is present
+  const isSequenceAction = name === 'click_sequence' || name === 'tap_sequence' || Boolean(act.sequence || args.sequence || act.normalized_sequence || args.normalized_sequence);
+  const rawSeq = act.normalized_sequence || args.normalized_sequence || act.sequence || args.sequence || act.targets || args.targets || (Array.isArray(act.coordinates) && Array.isArray(act.coordinates[0]) ? act.coordinates : null) || (Array.isArray(args.coordinates) && Array.isArray(args.coordinates[0]) ? args.coordinates : null);
+  const seqPoints = parseSequenceCoordinates(rawSeq);
+  if (seqPoints && seqPoints.length > 0 && (isSequenceAction || seqPoints.length > 1)) {
+    return seqPoints.map(pt => `[${pt[0]}, ${pt[1]}]`).join(' → ');
+  }
 
   // Check normalized start and end first
   const normStart = extractNumbersFromCoordinateValue(act.normalized_start_coordinates || args.normalized_start_coordinates);
@@ -280,30 +324,67 @@ export function getActionCoords(action: any): string {
 }
 
 /**
- * Check if the action execution failed
+ * Check if the action execution failed or encountered an execution failure/interception
  */
 export function isActionFailed(action: any, stepData?: any): boolean {
   const act = getActionObject(action);
   if (act) {
     if (act.status === 'failed' || act.status === 'error' || act.success === false) return true;
   }
-  if (stepData && stepData.last_execution_result) {
-    const res = stepData.last_execution_result;
-    if (res.status === 'failed' || res.status === 'error' || res.success === false || res.is_successful === false) return true;
+  if (stepData) {
+    if (stepData.status === 'failed' || stepData.status === 'error') return true;
+    if (stepData.last_execution_result) {
+      const res = typeof stepData.last_execution_result === 'string'
+        ? (() => { try { return JSON.parse(stepData.last_execution_result); } catch { return null; } })()
+        : stepData.last_execution_result;
+
+      if (res && typeof res === 'object') {
+        if (res.status === 'failed' || res.status === 'error' || res.success === false || res.is_successful === false) {
+          return true;
+        }
+        if (res.repair_status === 'fixed' || res.repair_status === 'failed' || res.repair_status === 'cannot_fix') {
+          return true;
+        }
+        if (Array.isArray(res.execution) && res.execution.length > 0) {
+          const firstExec = res.execution[0];
+          if (firstExec && (firstExec.status === 'failed' || firstExec.status === 'error' || firstExec.error || (Array.isArray(firstExec.attempts) && firstExec.attempts.length > 0))) {
+            return true;
+          }
+        }
+      }
+    }
   }
   return false;
 }
 
 /**
- * Get failure message for an action
+ * Get failure message or reason for an action
  */
 export function getActionErrorMessage(action: any, stepData?: any): string {
   const act = getActionObject(action);
-  if (act && (act.error || act.message)) return act.error || act.message;
+  if (act && (act.error || act.message || act.failure_reason)) {
+    return cleanErrorMessage(act.error || act.message || act.failure_reason);
+  }
   if (stepData && stepData.last_execution_result) {
-    const res = stepData.last_execution_result;
-    if (res.error || res.message || res.failure_reason) {
-      return res.error || res.message || res.failure_reason;
+    const res = typeof stepData.last_execution_result === 'string'
+      ? (() => { try { return JSON.parse(stepData.last_execution_result); } catch { return null; } })()
+      : stepData.last_execution_result;
+
+    if (res && typeof res === 'object') {
+      if (Array.isArray(res.execution) && res.execution.length > 0) {
+        const firstExec = res.execution[0];
+        if (firstExec) {
+          if (Array.isArray(firstExec.attempts) && firstExec.attempts.length > 0) {
+            return cleanErrorMessage(firstExec.attempts[0]);
+          }
+          if (firstExec.error || firstExec.failure_reason || firstExec.message) {
+            return cleanErrorMessage(firstExec.error || firstExec.failure_reason || firstExec.message);
+          }
+        }
+      }
+      if (res.error || res.message || res.failure_reason) {
+        return cleanErrorMessage(res.error || res.message || res.failure_reason);
+      }
     }
   }
   return 'Action Failed';
@@ -437,24 +518,249 @@ export function formatImageUrl(candidate: any): string | null {
   return `/images/${trimmed}`;
 }
 
+/**
+ * Helper to check if an item is a generic tool trace rather than the step's primary action
+ */
+export function isGenericToolTrace(actionData: any, stepData?: any): boolean {
+  if (!actionData) return false;
+  if (actionData === stepData?.action_taken) return false;
+  if (Array.isArray(stepData?.action_taken)) {
+    if (stepData.action_taken === actionData || stepData.action_taken.includes(actionData)) {
+      return false;
+    }
+  }
+  if (actionData.is_primary_step_action) return false;
+  return Boolean(actionData.trace_id || actionData.payload || actionData.type === 'tool' || (actionData.type === 'action' && actionData.trace_id));
+}
+
+interface ResolvedImageEntry {
+  pre: string | null;
+  post: string | null;
+  hasExplicitPost: boolean;
+}
+
+const stepImageMapCache = new WeakMap<any, { key: string; map: Map<any, ResolvedImageEntry> }>();
+
+function safeParseJson(val: any): any {
+  if (typeof val === 'string' && (val.trim().startsWith('{') || val.trim().startsWith('['))) {
+    try {
+      return JSON.parse(val);
+    } catch {
+      return val;
+    }
+  }
+  return val;
+}
+
+export function extractItemPreImage(item: any): string | null {
+  const act = getActionObject(item);
+  if (!act) return null;
+  const payload = safeParseJson(act.payload);
+  const result = safeParseJson(act.result || payload?.result);
+  const args = safeParseJson(act.args || payload?.args);
+
+  const candidate =
+    result?.pre_image_name || result?.pre_screenshot_name || result?.pre_screenshot ||
+    payload?.pre_image_name || payload?.pre_screenshot_name || payload?.pre_screenshot ||
+    args?.pre_image_name || args?.pre_screenshot_name || args?.pre_screenshot ||
+    act.pre_image_name || act.pre_screenshot_name || act.pre_screenshot || act.before_screenshot || act.screenshot;
+
+  return candidate ? String(candidate) : null;
+}
+
+export function extractItemPostImage(item: any): string | null {
+  const act = getActionObject(item);
+  if (!act) return null;
+  const payload = safeParseJson(act.payload);
+  const result = safeParseJson(act.result || payload?.result);
+  const args = safeParseJson(act.args || payload?.args);
+
+  const candidate =
+    result?.post_image_name || result?.post_screenshot_name || result?.post_screenshot ||
+    payload?.post_image_name || payload?.post_screenshot_name || payload?.post_screenshot ||
+    args?.post_image_name || args?.post_screenshot_name || args?.post_screenshot ||
+    act.post_image_name || act.post_screenshot_name || act.post_screenshot || act.after_screenshot;
+
+  return candidate ? String(candidate) : null;
+}
+
+function getStepFailureScreenshot(stepData: any): string | null {
+  if (!stepData) return null;
+  if (stepData.failed_screenshot) return String(stepData.failed_screenshot);
+  if (stepData.failure_screenshot) return String(stepData.failure_screenshot);
+  if (stepData.failed_post_image_name) return String(stepData.failed_post_image_name);
+
+  if (Array.isArray(stepData.generic_tools)) {
+    for (const tool of stepData.generic_tools) {
+      const act = getActionObject(tool);
+      const payload = safeParseJson(act?.payload);
+      const args = safeParseJson(act?.args || payload?.args);
+      const name = String(act?.name || act?.agent_name || '').toLowerCase();
+      if (args?.post_screenshot_name) return String(args.post_screenshot_name);
+      if (args?.post_screenshot && (name.includes('failure') || name.includes('validator') || name.includes('diagnos'))) {
+        return String(args.post_screenshot);
+      }
+      if (act?.post_screenshot_name && (name.includes('failure') || name.includes('validator'))) {
+        return String(act.post_screenshot_name);
+      }
+    }
+  }
+  return null;
+}
+
+function getEventTimestamp(obj: any): number {
+  if (!obj) return 0;
+  const ts = obj.timestamp ?? obj.start_time ?? obj.created_at;
+  if (typeof ts === 'number') {
+    return ts < 1e11 ? ts * 1000 : ts;
+  }
+  if (typeof ts === 'string') {
+    const parsed = new Date(ts).getTime();
+    if (!isNaN(parsed) && parsed > 0) return parsed;
+  }
+  return 0;
+}
+
+export function resolveStepImageMap(stepData: any): Map<any, ResolvedImageEntry> {
+  const emptyMap = new Map<any, ResolvedImageEntry>();
+  if (!stepData || typeof stepData !== 'object') return emptyMap;
+
+  const toolsLen = Array.isArray(stepData.generic_tools) ? stepData.generic_tools.length : 0;
+  const cacheKey = `${stepData.step_id || ''}_${toolsLen}_${stepData.post_image_name || ''}_${stepData.pre_image_name || ''}`;
+
+  const cached = stepImageMapCache.get(stepData);
+  if (cached && cached.key === cacheKey) {
+    return cached.map;
+  }
+
+  const map = new Map<any, ResolvedImageEntry>();
+  const events: Array<{ item: any; act: any; timestamp: number; isPrimary: boolean }> = [];
+
+  if (stepData.action_taken) {
+    events.push({
+      item: stepData.action_taken,
+      act: getActionObject(stepData.action_taken),
+      timestamp: getEventTimestamp(stepData.action_taken),
+      isPrimary: true
+    });
+  }
+
+  if (Array.isArray(stepData.generic_tools)) {
+    stepData.generic_tools.forEach((t: any) => {
+      if (t) {
+        events.push({
+          item: t,
+          act: getActionObject(t),
+          timestamp: getEventTimestamp(t),
+          isPrimary: false
+        });
+      }
+    });
+  }
+
+  events.sort((a, b) => a.timestamp - b.timestamp);
+
+  const failureShot = getStepFailureScreenshot(stepData);
+  const hadPrimaryFailure = Boolean(failureShot) || (stepData.action_taken && isActionFailed(stepData.action_taken, stepData));
+  const hasSubsequentActions = events.some(e => !e.isPrimary && (isAndroidAction(e.act) || Boolean(extractItemPostImage(e.act))));
+
+  let lastActionItem: any = null;
+  for (let i = events.length - 1; i >= 0; i--) {
+    const e = events[i];
+    if (isAndroidAction(e.act) || extractItemPostImage(e.act) || e.isPrimary) {
+      lastActionItem = e.item;
+      break;
+    }
+  }
+
+  let currentPreImage = stepData.pre_image_name || stepData.pre_screenshot || null;
+  let switchedToFailureShot = false;
+
+  for (const e of events) {
+    const act = e.act;
+    const explicitPre = extractItemPreImage(act);
+    const explicitPost = extractItemPostImage(act);
+
+    const agentName = String(
+      act?.agent_name || act?.agent || safeParseJson(act?.payload)?.agent_name || act?.name || ''
+    ).toLowerCase();
+    const isRecoveryOrValidator = agentName.includes('failure') || agentName.includes('analyzer') || agentName.includes('validator') || agentName.includes('diagnos');
+
+    if (failureShot && !switchedToFailureShot && (isRecoveryOrValidator || (!e.isPrimary && hadPrimaryFailure))) {
+      currentPreImage = failureShot;
+      switchedToFailureShot = true;
+    }
+
+    const resolvedPre = explicitPre || currentPreImage;
+    let resolvedPost: string | null = null;
+    let hasExplicitPost = false;
+
+    if (explicitPost) {
+      resolvedPost = explicitPost;
+      hasExplicitPost = true;
+    } else if (e.isPrimary && !hadPrimaryFailure && !hasSubsequentActions) {
+      resolvedPost = stepData.post_image_name || stepData.post_screenshot || null;
+    } else if (e.item === lastActionItem && !hadPrimaryFailure) {
+      resolvedPost = stepData.post_image_name || stepData.post_screenshot || null;
+    } else if (e.item === lastActionItem && isRecoveryOrValidator) {
+      resolvedPost = stepData.post_image_name || stepData.post_screenshot || null;
+    }
+
+    // "下一次的决策前是上一次的动作后"
+    if (resolvedPost) {
+      currentPreImage = resolvedPost;
+    }
+
+    const entry: ResolvedImageEntry = { pre: resolvedPre, post: resolvedPost, hasExplicitPost };
+    map.set(e.item, entry);
+    if (act && act !== e.item) map.set(act, entry);
+    if (act?.trace_id) map.set(act.trace_id, entry);
+  }
+
+  stepImageMapCache.set(stepData, { key: cacheKey, map });
+  return map;
+}
+
+function lookupResolvedImages(stepData: any, actionData?: any): ResolvedImageEntry {
+  const map = resolveStepImageMap(stepData);
+  if (!actionData) {
+    return {
+      pre: stepData?.pre_image_name || stepData?.pre_screenshot || null,
+      post: stepData?.post_image_name || stepData?.post_screenshot || null,
+      hasExplicitPost: Boolean(stepData?.post_image_name || stepData?.post_screenshot)
+    };
+  }
+
+  const act = getActionObject(actionData);
+
+  if (map.has(actionData)) return map.get(actionData)!;
+  if (act && map.has(act)) return map.get(act)!;
+  if (act?.trace_id && map.has(act.trace_id)) return map.get(act.trace_id)!;
+
+  const explicitPre = extractItemPreImage(act);
+  const explicitPost = extractItemPostImage(act);
+  const pre = explicitPre || stepData?.pre_image_name || stepData?.pre_screenshot || null;
+  const post = explicitPost || (isGenericToolTrace(actionData, stepData) ? null : (stepData?.post_image_name || stepData?.post_screenshot || null));
+  return { pre, post, hasExplicitPost: Boolean(explicitPost) };
+}
+
 /**
  * Get pre-action screenshot URL
  */
 export function getStepPreImageUrl(stepData: any, actionData?: any): string | null {
-  const act = getActionObject(actionData);
-  const candidate = act?.pre_image_name || act?.pre_screenshot || act?.before_screenshot || act?.screenshot || stepData?.pre_image_name || stepData?.pre_screenshot;
-  return formatImageUrl(candidate);
+  const resolved = lookupResolvedImages(stepData, actionData);
+  return formatImageUrl(resolved.pre);
 }
 
 /**
  * Get post-action screenshot URL
  */
 export function getStepPostImageUrl(stepData: any, actionData?: any): string | null {
-  const act = getActionObject(actionData);
-  const candidate = act?.post_image_name || act?.post_screenshot || act?.after_screenshot || stepData?.post_image_name || stepData?.post_screenshot;
-  const postUrl = formatImageUrl(candidate);
-  const preUrl = getStepPreImageUrl(stepData, actionData);
-  if (postUrl && preUrl && postUrl === preUrl) {
+  const resolved = lookupResolvedImages(stepData, actionData);
+  const postUrl = formatImageUrl(resolved.post);
+  const preUrl = formatImageUrl(resolved.pre);
+
+  if (postUrl && preUrl && postUrl === preUrl && !resolved.hasExplicitPost) {
     return null;
   }
   return postUrl;
diff --git a/src/app/utils/image-overlay.util.ts b/apps/showcase_ui/src/app/utils/image-overlay.util.ts
similarity index 69%
rename from src/app/utils/image-overlay.util.ts
rename to apps/showcase_ui/src/app/utils/image-overlay.util.ts
index d3f5866..4c75c98 100644
--- a/src/app/utils/image-overlay.util.ts
+++ b/apps/showcase_ui/src/app/utils/image-overlay.util.ts
@@ -77,6 +77,43 @@ export function extractNumbersFromCoordinateValue(val: any): number[] | null {
   return null;
 }
 
+/**
+ * Parse sequence of coordinates (e.g. [[x1, y1], [x2, y2]] or stringified format)
+ */
+export function parseSequenceCoordinates(seq: any): number[][] | null {
+  if (!seq) return null;
+  if (typeof seq === 'string') {
+    const trimmed = seq.trim();
+    try {
+      const parsed = JSON.parse(trimmed);
+      const res = parseSequenceCoordinates(parsed);
+      if (res && res.length > 0) return res;
+    } catch {}
+
+    const pairs: number[][] = [];
+    const pairRegex = /\[\s*(-?\d+(?:\.\d+)?)\s*,\s*(-?\d+(?:\.\d+)?)\s*\]/g;
+    let m: RegExpExecArray | null;
+    while ((m = pairRegex.exec(trimmed)) !== null) {
+      pairs.push([Number(m[1]), Number(m[2])]);
+    }
+    if (pairs.length > 0) return pairs;
+  }
+
+  if (Array.isArray(seq)) {
+    const points: number[][] = [];
+    for (const item of seq) {
+      const p = extractNumbersFromCoordinateValue(item);
+      if (p && p.length === 2) {
+        points.push([p[0], p[1]]);
+      } else if (Array.isArray(item) && item.length >= 2 && typeof item[0] === 'number' && typeof item[1] === 'number') {
+        points.push([item[0], item[1]]);
+      }
+    }
+    if (points.length > 0) return points;
+  }
+  return null;
+}
+
 export function isPureDirectionString(str: any): boolean {
   if (typeof str !== 'string') return false;
   const s = str.trim().toLowerCase();
@@ -121,10 +158,42 @@ export function drawActionCoordinatesOnOverlay(
       return;
     }
 
+    // 1. Multi-point click sequence (High priority for click_sequence / tap_sequence)
+    const isSequenceAction = actionName.includes('sequence') || Boolean(act.sequence || args.sequence || act.normalized_sequence || args.normalized_sequence);
+    const rawSeq = act.normalized_sequence || args.normalized_sequence || act.sequence || args.sequence || act.targets || args.targets || (Array.isArray(act.coordinates) && Array.isArray(act.coordinates[0]) ? act.coordinates : null) || (Array.isArray(args.coordinates) && Array.isArray(args.coordinates[0]) ? args.coordinates : null);
+    const seqPoints = parseSequenceCoordinates(rawSeq);
+
+    if (seqPoints && seqPoints.length > 0 && (isSequenceAction || seqPoints.length > 1)) {
+      const isNormSeq = Boolean(act.normalized_sequence || args.normalized_sequence) || seqPoints.every(p => p[0] <= 1000 && p[1] <= 1000);
+      // Draw connecting lines between consecutive points
+      for (let i = 0; i < seqPoints.length - 1; i++) {
+        createSequenceConnector(
+          seqPoints[i][0], seqPoints[i][1],
+          seqPoints[i + 1][0], seqPoints[i + 1][1],
+          naturalWidth, naturalHeight,
+          overlay,
+          isNormSeq
+        );
+      }
+      // Draw numbered markers for each point in the sequence
+      seqPoints.forEach((pt, idx) => {
+        createPointMarker(
+          pt[0], pt[1],
+          actionName,
+          naturalWidth, naturalHeight,
+          overlay,
+          isNormSeq,
+          idx + 1,
+          seqPoints.length
+        );
+      });
+      return;
+    }
+
     // Determine if this is a swipe/scroll/drag gesture
     const isSwipeLike = actionName.includes('swipe') || actionName.includes('scroll') || actionName.includes('drag') || actionName.includes('slide');
 
-    // 1. Check separate start and end coordinate objects
+    // 2. Check separate start and end coordinate objects
     const normStart = extractNumbersFromCoordinateValue(act.normalized_start_coordinates || args.normalized_start_coordinates);
     const normEnd = extractNumbersFromCoordinateValue(act.normalized_end_coordinates || args.normalized_end_coordinates);
     const startCoords = normStart || extractNumbersFromCoordinateValue(act.start_coordinates || act.start_point || act.start || act.from || 
@@ -144,7 +213,7 @@ export function drawActionCoordinatesOnOverlay(
       return;
     }
 
-    // 2. Check 4-element coordinate array in coordinates, target, action, gesture, etc.
+    // 3. Check 4-element coordinate array in coordinates, target, action, gesture, etc.
     const normCoords = extractNumbersFromCoordinateValue(act.normalized_coordinates || args.normalized_coordinates);
     const isNorm = Boolean(normCoords);
     const rawCoords = normCoords ||
@@ -154,8 +223,6 @@ export function drawActionCoordinatesOnOverlay(
                       extractNumbersFromCoordinateValue(args.coords) ||
                       extractNumbersFromCoordinateValue(act.target) ||
                       extractNumbersFromCoordinateValue(args.target) ||
-                      extractNumbersFromCoordinateValue(act.sequence) ||
-                      extractNumbersFromCoordinateValue(args.sequence) ||
                       (isSwipeLike ? extractNumbersFromCoordinateValue(args.action) : null) ||
                       (isSwipeLike ? extractNumbersFromCoordinateValue(act.action) : null) ||
                       (isSwipeLike ? extractNumbersFromCoordinateValue(args.gesture) : null) ||
@@ -177,21 +244,7 @@ export function drawActionCoordinatesOnOverlay(
       }
     }
 
-    // Multi-point click sequence
-    const seq = act.sequence || args.sequence || (Array.isArray(act.target) && Array.isArray(act.target[0]) ? act.target : null);
-    if (seq && Array.isArray(seq)) {
-      let drawnAny = false;
-      seq.forEach((pt: any) => {
-        const p = extractNumbersFromCoordinateValue(pt);
-        if (p && p.length === 2) {
-          createPointMarker(p[0], p[1], actionName, naturalWidth, naturalHeight, overlay, isNorm);
-          drawnAny = true;
-        }
-      });
-      if (drawnAny) return;
-    }
-
-    // 3. Check for directional swipe/scroll/drag gestures ONLY when action is swipe-like
+    // 4. Check for directional swipe/scroll/drag gestures ONLY when action is swipe-like
     if (isSwipeLike) {
       const rawDir = (typeof args.action === 'string' && isPureDirectionString(args.action) ? args.action : null) ||
                      (typeof act.action === 'string' && act.action !== actionName && isPureDirectionString(act.action) ? act.action : null) ||
@@ -224,7 +277,7 @@ export function drawActionCoordinatesOnOverlay(
       }
     }
 
-    // 4. Default tap/click coordinate fallback
+    // 5. Default tap/click coordinate fallback
     if (rawCoords && Array.isArray(rawCoords) && rawCoords.length === 2) {
       createPointMarker(rawCoords[0], rawCoords[1], actionName, naturalWidth, naturalHeight, overlay, isNorm);
     }
@@ -241,7 +294,9 @@ export function createPointMarker(
   naturalWidth: number, 
   naturalHeight: number, 
   overlay: HTMLElement, 
-  isNormalized: boolean = false
+  isNormalized: boolean = false,
+  sequenceIndex?: number,
+  totalSequence?: number
 ): void {
   let pctX: number;
   let pctY: number;
@@ -268,27 +323,42 @@ export function createPointMarker(
   marker.style.pointerEvents = 'none';
   marker.style.zIndex = '10';
 
+  const dotSize = sequenceIndex !== undefined ? 20 : 14;
   const dot = document.createElement('div');
-  dot.style.width = '14px';
-  dot.style.height = '14px';
+  dot.style.width = `${dotSize}px`;
+  dot.style.height = `${dotSize}px`;
   dot.style.borderRadius = '50%';
   dot.style.backgroundColor = '#ef4444';
   dot.style.border = '2px solid white';
   dot.style.boxShadow = '0 0 6px rgba(0,0,0,0.5)';
+  if (sequenceIndex !== undefined) {
+    dot.style.display = 'flex';
+    dot.style.alignItems = 'center';
+    dot.style.justifyContent = 'center';
+    dot.style.fontSize = '11px';
+    dot.style.fontWeight = 'bold';
+    dot.style.color = 'white';
+    dot.innerText = String(sequenceIndex);
+  }
 
+  const pulseSize = dotSize * 2;
   const pulse = document.createElement('div');
   pulse.style.position = 'absolute';
-  pulse.style.top = '-9px';
-  pulse.style.left = '-9px';
-  pulse.style.width = '28px';
-  pulse.style.height = '28px';
+  pulse.style.top = `-${dotSize / 2 + 2}px`;
+  pulse.style.left = `-${dotSize / 2 + 2}px`;
+  pulse.style.width = `${pulseSize}px`;
+  pulse.style.height = `${pulseSize}px`;
   pulse.style.borderRadius = '50%';
   pulse.style.border = '2px solid #ef4444';
   pulse.style.animation = 'pulse-animation 1.5s infinite ease-out';
   pulse.style.pointerEvents = 'none';
 
   const label = document.createElement('div');
-  label.innerText = actionType.toUpperCase();
+  if (sequenceIndex !== undefined) {
+    label.innerText = totalSequence && totalSequence > 1 ? `#${sequenceIndex} TAP` : actionType.toUpperCase();
+  } else {
+    label.innerText = actionType.toUpperCase();
+  }
   label.style.position = 'absolute';
   label.style.backgroundColor = 'rgba(15, 23, 42, 0.9)';
   label.style.color = 'white';
@@ -303,10 +373,10 @@ export function createPointMarker(
 
   // Smart edge-aware vertical positioning
   if (clampedPctY > 85) {
-    label.style.bottom = '16px';
+    label.style.bottom = `${dotSize + 2}px`;
     label.style.top = 'auto';
   } else {
-    label.style.top = '16px';
+    label.style.top = `${dotSize + 2}px`;
     label.style.bottom = 'auto';
   }
 
@@ -331,6 +401,96 @@ export function createPointMarker(
   overlay.appendChild(marker);
 }
 
+/**
+ * Helper to draw connecting line/arrow between points in a click sequence
+ */
+export function createSequenceConnector(
+  x1: number,
+  y1: number,
+  x2: number,
+  y2: number,
+  naturalWidth: number,
+  naturalHeight: number,
+  overlay: HTMLElement,
+  isNormalized: boolean = false
+): void {
+  const isNormCoord = isNormalized || (x1 <= 1000 && y1 <= 1000 && x2 <= 1000 && y2 <= 1000);
+  const pctX1 = isNormCoord ? x1 / 10 : (x1 / (naturalWidth || 1080)) * 100;
+  const pctY1 = isNormCoord ? y1 / 10 : (y1 / (naturalHeight || 2400)) * 100;
+  const pctX2 = isNormCoord ? x2 / 10 : (x2 / (naturalWidth || 1080)) * 100;
+  const pctY2 = isNormCoord ? y2 / 10 : (y2 / (naturalHeight || 2400)) * 100;
+
+  const clampedX1 = Math.max(1.5, Math.min(98.5, pctX1));
+  const clampedY1 = Math.max(1.5, Math.min(98.5, pctY1));
+  const clampedX2 = Math.max(1.5, Math.min(98.5, pctX2));
+  const clampedY2 = Math.max(1.5, Math.min(98.5, pctY2));
+
+  let svg = overlay.querySelector('svg');
+  if (!svg) {
+    svg = document.createElementNS('http://www.w3.org/2000/svg', 'svg');
+    svg.setAttribute('width', '100%');
+    svg.setAttribute('height', '100%');
+    svg.style.position = 'absolute';
+    svg.style.top = '0';
+    svg.style.left = '0';
+    svg.style.pointerEvents = 'none';
+    svg.style.overflow = 'visible';
+    svg.style.zIndex = '5';
+    overlay.appendChild(svg);
+  }
+
+  let defs = svg.querySelector('defs');
+  if (!defs) {
+    defs = document.createElementNS('http://www.w3.org/2000/svg', 'defs');
+    svg.insertBefore(defs, svg.firstChild);
+  }
+
+  const markerId = 'seq-arrow-' + Math.random().toString(36).substring(2, 9);
+  const marker = document.createElementNS('http://www.w3.org/2000/svg', 'marker');
+  marker.setAttribute('id', markerId);
+  marker.setAttribute('viewBox', '0 0 12 12');
+  marker.setAttribute('refX', '8');
+  marker.setAttribute('refY', '6');
+  marker.setAttribute('markerWidth', '6');
+  marker.setAttribute('markerHeight', '6');
+  marker.setAttribute('orient', 'auto');
+
+  const path = document.createElementNS('http://www.w3.org/2000/svg', 'path');
+  path.setAttribute('d', 'M 1 2 L 10 6 L 1 10 z');
+  path.setAttribute('fill', '#ef4444');
+  path.setAttribute('stroke', '#ffffff');
+  path.setAttribute('stroke-width', '1');
+
+  marker.appendChild(path);
+  defs.appendChild(marker);
+
+  // Background white contrast line
+  const bgLine = document.createElementNS('http://www.w3.org/2000/svg', 'line');
+  bgLine.setAttribute('x1', `${clampedX1}%`);
+  bgLine.setAttribute('y1', `${clampedY1}%`);
+  bgLine.setAttribute('x2', `${clampedX2}%`);
+  bgLine.setAttribute('y2', `${clampedY2}%`);
+  bgLine.setAttribute('stroke', '#ffffff');
+  bgLine.setAttribute('stroke-width', '4');
+  bgLine.setAttribute('stroke-linecap', 'round');
+  bgLine.setAttribute('opacity', '0.8');
+
+  // Main red dashed sequence line
+  const line = document.createElementNS('http://www.w3.org/2000/svg', 'line');
+  line.setAttribute('x1', `${clampedX1}%`);
+  line.setAttribute('y1', `${clampedY1}%`);
+  line.setAttribute('x2', `${clampedX2}%`);
+  line.setAttribute('y2', `${clampedY2}%`);
+  line.setAttribute('stroke', '#ef4444');
+  line.setAttribute('stroke-width', '2.5');
+  line.setAttribute('stroke-linecap', 'round');
+  line.setAttribute('marker-end', `url(#${markerId})`);
+  line.setAttribute('stroke-dasharray', '4,4');
+
+  svg.appendChild(bgLine);
+  svg.appendChild(line);
+}
+
 /**
  * Helper to create and position an SVG arrow, high-contrast dashed line, and badge for swipes/drags
  */
diff --git a/src/app/utils/markdown-parser.util.ts b/apps/showcase_ui/src/app/utils/markdown-parser.util.ts
similarity index 64%
rename from src/app/utils/markdown-parser.util.ts
rename to apps/showcase_ui/src/app/utils/markdown-parser.util.ts
index 36f09e2..bc8ca44 100644
--- a/src/app/utils/markdown-parser.util.ts
+++ b/apps/showcase_ui/src/app/utils/markdown-parser.util.ts
@@ -178,6 +178,27 @@ export function extractCheckerResult(text: string): CheckerResult | null {
   return null;
 }
 
+/**
+ * Helper to format inline markdown segments (bold, italic, code, strikethrough)
+ */
+function formatInlineMarkdown(text: string): string {
+  if (!text) return '';
+  return text
+    // Inline code first (so asterisks inside code aren't formatted)
+    .replace(/`([^`]+)`/g, '<code class="inline-code">$1</code>')
+    // Bold + Italic
+    .replace(/\*\*\*([^*]+)\*\*\*/g, '<strong><em>$1</em></strong>')
+    .replace(/___([^_]+)___/g, '<strong><em>$1</em></strong>')
+    // Bold
+    .replace(/\*\*([^*]+)\*\*/g, '<strong>$1</strong>')
+    .replace(/__([^_]+)__/g, '<strong>$1</strong>')
+    // Italic
+    .replace(/\*([^*]+)\*/g, '<em>$1</em>')
+    .replace(/\b_([^_]+)_\b/g, '<em>$1</em>')
+    // Strikethrough
+    .replace(/~~([^~]+)~~/g, '<del>$1</del>');
+}
+
 /**
  * Convert basic markdown text to safe HTML for agent logs/thinking
  */
@@ -187,69 +208,132 @@ export function renderMarkdownToHtml(text: string): string {
   // Clean up internal agent XML-like tags (e.g. <thought>, <short_term_memory>, etc.)
   const cleanedText = text
     .replace(/<\/?(thought|short_term_memory|strong_term_memory|reasoning|plan|task_plan|call_tool)[^\n>]*>?/gi, '')
+    .replace(/\r\n/g, '\n')
+    .replace(/\r/g, '\n')
     .replace(/\n{3,}/g, '\n\n')
     .trim();
 
-  // 1. Escape HTML to prevent XSS
-  let html = cleanedText
+  // Escape HTML first to prevent XSS
+  const escaped = cleanedText
     .replace(/&/g, '&amp;')
     .replace(/</g, '&lt;')
     .replace(/>/g, '&gt;');
 
-  // 2. Bold: **text** -> <strong>text</strong>
-  html = html.replace(/\*\*(.*?)\*\*/g, '<strong>$1</strong>');
-
-  // 3. Inline code: `code` -> <code class="inline-code">code</code>
-  html = html.replace(/`(.*?)`/g, '<code class="inline-code">$1</code>');
-
-  // 4. Lines processing for lists
-  const lines = html.split('\n');
-  let output = '';
+  const rawLines = escaped.split('\n');
+  const result: string[] = [];
   let currentListType: 'ul' | 'ol' | null = null;
+  let inCodeBlock = false;
+  let codeBlockLang = '';
+  let codeBlockLines: string[] = [];
 
-  for (const line of lines) {
-    const trimmed = line.trim();
-    const ulMatch = line.match(/^(\s*)([\*\-])\s+(.*)$/);
-    const olMatch = line.match(/^(\s*)(\d+)\.\s+(.*)$/);
+  const closeList = () => {
+    if (currentListType) {
+      result.push(`</${currentListType}>`);
+      currentListType = null;
+    }
+  };
 
+  for (let i = 0; i < rawLines.length; i++) {
+    const rawLine = rawLines[i];
+    const trimmed = rawLine.trim();
+
+    // 1. Code blocks: ```lang ... ```
+    if (trimmed.startsWith('```')) {
+      if (inCodeBlock) {
+        // End code block
+        const codeContent = codeBlockLines.join('\n');
+        result.push(`<pre class="code-block"><code class="lang-${codeBlockLang}">${codeContent}</code></pre>`);
+        inCodeBlock = false;
+        codeBlockLines = [];
+        codeBlockLang = '';
+      } else {
+        closeList();
+        inCodeBlock = true;
+        codeBlockLang = trimmed.substring(3).trim();
+        codeBlockLines = [];
+      }
+      continue;
+    }
+
+    if (inCodeBlock) {
+      codeBlockLines.push(rawLine);
+      continue;
+    }
+
+    // 2. Headings: # to ######
+    const headingMatch = trimmed.match(/^(#{1,6})\s+(.*)$/);
+    if (headingMatch) {
+      closeList();
+      const level = headingMatch[1].length;
+      const headingContent = formatInlineMarkdown(headingMatch[2]);
+      result.push(`<h${level}>${headingContent}</h${level}>`);
+      continue;
+    }
+
+    // 3. Horizontal Rule: ---, ***, ___
+    if (/^(\-{3,}|\*{3,}|_{3,})$/.test(trimmed)) {
+      closeList();
+      result.push('<hr class="md-hr" />');
+      continue;
+    }
+
+    // 4. Blockquotes: > quote
+    if (trimmed.startsWith('&gt; ') || trimmed.startsWith('&gt;')) {
+      closeList();
+      const quoteContent = formatInlineMarkdown(trimmed.replace(/^&gt;\s?/, ''));
+      result.push(`<blockquote>${quoteContent}</blockquote>`);
+      continue;
+    }
+
+    // 5. Unordered List: - item or * item
+    const ulMatch = rawLine.match(/^(\s*)([\*\-])\s+(.*)$/);
     if (ulMatch) {
       if (currentListType !== 'ul') {
-        if (currentListType) output += `</${currentListType}>\n`;
+        closeList();
         currentListType = 'ul';
-        output += '<ul>\n';
+        result.push('<ul>');
       }
       const spaces = ulMatch[1].length;
       const subLevel = Math.max(0, Math.floor((spaces - 2) / 2));
       const indent = subLevel * 12;
       const style = indent ? ` style="margin-left: ${indent}px"` : '';
-      output += `<li${style}>${ulMatch[3]}</li>\n`;
-    } else if (olMatch) {
+      const itemContent = formatInlineMarkdown(ulMatch[3]);
+      result.push(`<li${style}>${itemContent}</li>`);
+      continue;
+    }
+
+    // 6. Ordered List: 1. item
+    const olMatch = rawLine.match(/^(\s*)(\d+)\.\s+(.*)$/);
+    if (olMatch) {
       if (currentListType !== 'ol') {
-        if (currentListType) output += `</${currentListType}>\n`;
+        closeList();
         currentListType = 'ol';
-        output += '<ol>\n';
+        result.push('<ol>');
       }
       const spaces = olMatch[1].length;
       const subLevel = Math.max(0, Math.floor((spaces - 2) / 2));
       const indent = subLevel * 12;
       const style = indent ? ` style="margin-left: ${indent}px"` : '';
-      output += `<li${style}>${olMatch[3]}</li>\n`;
+      const itemContent = formatInlineMarkdown(olMatch[3]);
+      result.push(`<li${style}>${itemContent}</li>`);
+      continue;
+    }
+
+    // 7. Regular paragraph / empty line
+    closeList();
+    if (trimmed === '') {
+      result.push('<div class="md-para-gap"></div>');
     } else {
-      if (currentListType) {
-        output += `</${currentListType}>\n`;
-        currentListType = null;
-      }
-      if (trimmed === '') {
-        output += '<div class="md-para-gap"></div>';
-      } else {
-        output += `<div>${line}</div>\n`;
-      }
+      const lineContent = formatInlineMarkdown(rawLine);
+      result.push(`<div>${lineContent}</div>`);
     }
   }
 
-  if (currentListType) {
-    output += `</${currentListType}>\n`;
+  if (inCodeBlock) {
+    const codeContent = codeBlockLines.join('\n');
+    result.push(`<pre class="code-block"><code class="lang-${codeBlockLang}">${codeContent}</code></pre>`);
   }
 
-  return output;
+  closeList();
+  return result.join('\n');
 }
diff --git a/src/app/utils/stream-aggregator.util.ts b/apps/showcase_ui/src/app/utils/stream-aggregator.util.ts
similarity index 85%
rename from src/app/utils/stream-aggregator.util.ts
rename to apps/showcase_ui/src/app/utils/stream-aggregator.util.ts
index 0258f11..2003b42 100644
--- a/src/app/utils/stream-aggregator.util.ts
+++ b/apps/showcase_ui/src/app/utils/stream-aggregator.util.ts
@@ -15,7 +15,7 @@
  */
 
 import { StepBlock, PhaseBlock, StepEvent } from '../core/models/stream.model';
-import { isAndroidAction } from './action-formatter.util';
+import { isAndroidAction, isReportStatusAction, getReportStatusExplanation, getReportStatusValue } from './action-formatter.util';
 import { getUniqueGenericTools } from './tool-formatter.util';
 
 /**
@@ -121,7 +121,10 @@ export function consolidateLogsToBlocks(rawLogs: any[]): StepBlock[] {
         const newTools = log.data.generic_tools || [];
         const mergedTools = [...existingTools];
         newTools.forEach((nt: any) => {
-          if (!mergedTools.some(et => et.trace_id && nt.trace_id && et.trace_id === nt.trace_id)) {
+          const matchIdx = mergedTools.findIndex(et => et.trace_id && nt.trace_id && et.trace_id === nt.trace_id);
+          if (matchIdx > -1) {
+            mergedTools[matchIdx] = { ...mergedTools[matchIdx], ...nt };
+          } else {
             mergedTools.push(nt);
           }
         });
@@ -157,44 +160,68 @@ export function consolidateLogsToBlocks(rawLogs: any[]): StepBlock[] {
         });
       }
     } else if (log.type === 'trace_recorded') {
-      const isTool = log.data.type === 'tool';
+      const isAction = log.data.type === 'action';
+      const isTool = log.data.type === 'tool' || isAction;
       const isFailedLLM = log.data.type === 'llm_call' && log.data.status === 'failed';
       if (!isTool && !isFailedLLM) return;
 
       let stepId = log.data.step_id;
       let existingIndex = -1;
-      if (stepId) {
+
+      // 1. If this trace_id already exists in some block, update that block directly
+      if (log.data.trace_id) {
+        existingIndex = blocks.findIndex(b =>
+          b.data?.generic_tools?.some((t: any) => t.trace_id === log.data.trace_id)
+        );
+      }
+
+      // 2. If not found by trace_id and stepId is present, find by step_id
+      if (existingIndex === -1 && stepId) {
         existingIndex = blocks.findIndex(b => b.id === `step-${stepId}` || b.data?.step_id === stepId);
       }
 
+      // 3. If still not found and no stepId (e.g. pre-planning / initial planning phase)
+      if (existingIndex === -1 && !stepId) {
+        existingIndex = blocks.findIndex(b => b.id === 'step-pre-planning' || b.data?.step_id === 'pre-planning');
+      }
+
+      // 4. Otherwise find by timestamp among existing step blocks
       if (existingIndex === -1) {
         const logTime = log.timestamp ? new Date(log.timestamp).getTime() : 0;
         let maxStepTime = -1;
         for (let i = 0; i < blocks.length; i++) {
           const b = blocks[i];
-          if (b.id !== 'step-pre-planning') {
-            const bTime = b.timestamp ? new Date(b.timestamp).getTime() : 0;
-            if (bTime <= logTime && bTime >= maxStepTime) {
-              maxStepTime = bTime;
-              existingIndex = i;
-            }
+          const bTime = b.timestamp ? new Date(b.timestamp).getTime() : 0;
+          if (bTime <= logTime && bTime >= maxStepTime) {
+            maxStepTime = bTime;
+            existingIndex = i;
           }
         }
       }
 
       if (existingIndex > -1) {
         const stepData = blocks[existingIndex].data;
-        const genericTools = stepData.generic_tools || [];
-        if (!genericTools.some((t: any) => t.trace_id === log.data.trace_id)) {
-          const updatedTools = [...genericTools, log.data];
-          blocks[existingIndex] = {
-            ...blocks[existingIndex],
-            data: {
-              ...stepData,
-              generic_tools: updatedTools
-            }
+        const genericTools = stepData.generic_tools ? [...stepData.generic_tools] : [];
+        const existingToolIdx = log.data.trace_id
+          ? genericTools.findIndex((t: any) => t.trace_id === log.data.trace_id)
+          : -1;
+
+        if (existingToolIdx > -1) {
+          genericTools[existingToolIdx] = {
+            ...genericTools[existingToolIdx],
+            ...log.data
           };
+        } else {
+          genericTools.push(log.data);
         }
+
+        blocks[existingIndex] = {
+          ...blocks[existingIndex],
+          data: {
+            ...stepData,
+            generic_tools: genericTools
+          }
+        };
       } else {
         const fallbackStepId = stepId || 'pre-planning';
         blocks.push({
@@ -399,7 +426,7 @@ export function getSortedStepEvents(
   const fallbackTime = getItemTimestamp(stepData.timestamp, 0);
 
   // 1. Add action_taken if present and valid
-  if (stepData.action_taken && isAndroidAction(stepData.action_taken)) {
+  if (stepData.action_taken && (isAndroidAction(stepData.action_taken) || isReportStatusAction(stepData.action_taken))) {
     const actTime = getItemTimestamp(
       stepData.action_taken.timestamp ?? stepData.action_taken.start_time ?? stepData.action_taken.created_at,
       fallbackTime
@@ -441,17 +468,29 @@ export function getSortedStepEvents(
 export function compileSessionSummary(logs: any[]): string {
   if (!logs || logs.length === 0) return 'No logs available.';
 
-  // Check for goal completed / checker response
+  // Check for goal completed / checker response / cancellation / report_task_status
   for (let i = logs.length - 1; i >= 0; i--) {
     const log = logs[i];
+    if (log.type === 'session_ended') {
+      if (log.data?.status === 'cancelled' || log.data?.was_stopped_manually) {
+        return 'Task stopped manually.';
+      }
+    }
     if (log.type === 'llm_stream' && log.data?.text) {
       const text = log.data.text;
       if (text.includes('```json') && text.includes('"success"')) {
         return 'Execution completed and verified by checker.';
       }
     }
-    if (log.type === 'step_recorded' && log.data?.status === 'completed') {
-      return log.data.message || 'Task completed successfully.';
+    if (log.type === 'step_recorded' || log.type === 'step_updated') {
+      const act = log.data?.action_taken;
+      if (act && isReportStatusAction(act)) {
+        const exp = getReportStatusExplanation(act);
+        if (exp) return exp;
+      }
+      if (log.data?.status === 'completed') {
+        return log.data.message || 'Task completed successfully.';
+      }
     }
   }
 
@@ -486,7 +525,7 @@ export function checkPlanningLoader(
     if (log.type === 'session_ended') return false;
     if (log.type === 'step_recorded' || log.type === 'step_updated') {
       const act = log.data?.action_taken;
-      if (act && (act.action === 'report_task_status' || act === 'report_task_status')) {
+      if (act && (act.action === 'report_task_status' || act === 'report_task_status' || isReportStatusAction(act))) {
         return false;
       }
       if (log.data?.status === 'completed' || log.data?.status === 'failed') {
diff --git a/src/app/utils/tool-formatter.util.ts b/apps/showcase_ui/src/app/utils/tool-formatter.util.ts
similarity index 81%
rename from src/app/utils/tool-formatter.util.ts
rename to apps/showcase_ui/src/app/utils/tool-formatter.util.ts
index e413e14..4fd55ac 100644
--- a/src/app/utils/tool-formatter.util.ts
+++ b/apps/showcase_ui/src/app/utils/tool-formatter.util.ts
@@ -15,8 +15,8 @@
  */
 
 import { ActionParam } from '../core/models/stream.model';
-import { isAndroidAction } from './action-formatter.util';
-import { extractNumbersFromCoordinateValue, isPureDirectionString } from './image-overlay.util';
+import { isAndroidAction, isReportStatusAction } from './action-formatter.util';
+import { extractNumbersFromCoordinateValue, isPureDirectionString, parseSequenceCoordinates } from './image-overlay.util';
 
 /**
  * Extract arguments from tool payload or direct args field
@@ -64,7 +64,7 @@ export function isVideoTool(tool: any): boolean {
   if (!tool || !tool.name) return false;
   const cleanName = tool.name.replace(/^(_)?(self\.)?exec_/, '');
   const nameLower = cleanName.toLowerCase();
-  return ['video_analyzer', 'video_analyzer_pure', 'extract_segment_metadata', 'spawn_sub_agent', 'analyze_audio_only'].includes(nameLower);
+  return ['video_analyzer', 'video_analyzer_pure'].includes(nameLower);
 }
 
 /**
@@ -92,45 +92,93 @@ export function getVideoToolTarget(tool: any): string | null {
 }
 
 /**
- * Check if a tool should be rendered in Action Card format (ONLY real Android device operations and ADB commands)
+ * Canonical list of mobile device automation and ADB command tool names.
  */
-export function isFailureAnalyzerActionTool(tool: any): boolean {
+export const DEVICE_ACTION_TOOL_NAMES = new Set([
+  'click', 'click_sequence', 'long_press', 'long_press_on', 'input', 'input_text', 
+  'swipe', 'scroll', 'press_key', 'press_home', 'press_back', 'launch_app', 'manage_app', 'open_app',
+  'focus_and_input_text', 'focus_and_clear_text', 'tap', 'wait_for_delay', 'wait',
+  'run_adb_command', 'run_short_adb_command'
+]);
+
+/**
+ * Check if a tool represents a real mobile device action or ADB command.
+ */
+export function isDeviceActionTool(tool: any): boolean {
   if (!tool || !tool.name) return false;
   if (tool.type === 'llm_call') return false;
   const cleanName = tool.name.replace(/^(_)?(self\.)?exec_/, '').toLowerCase();
-  
-  const realActionTools = [
-    'click', 'click_sequence', 'long_press', 'long_press_on', 'input', 'input_text', 
-    'swipe', 'scroll', 'press_key', 'press_home', 'press_back', 'launch_app', 'manage_app', 'open_app',
-    'focus_and_input_text', 'focus_and_clear_text', 'tap', 'wait_for_delay', 'wait',
-    'run_adb_command', 'run_short_adb_command'
-  ];
-  return realActionTools.includes(cleanName);
+  return DEVICE_ACTION_TOOL_NAMES.has(cleanName);
 }
 
 /**
- * Check if a generic tool should be displayed in the UI
+ * Backward-compatible alias for isDeviceActionTool.
+ */
+export function isFailureAnalyzerActionTool(tool: any): boolean {
+  return isDeviceActionTool(tool);
+}
+
+/**
+ * Framework-internal infrastructure tools that are not intended for end-user timeline display.
+ */
+export function isInternalPlumbingTool(tool: any): boolean {
+  if (!tool || !tool.name) return true;
+  const cleanName = tool.name.replace(/^(_)?(self\.)?exec_/, '').toLowerCase();
+  if (cleanName.includes('safety_net')) return true;
+  if (cleanName === 'report_task_status' || cleanName === 'report_status' || cleanName === 'submit_task_status') {
+    return true;
+  }
+  return false;
+}
+
+/**
+ * Determines whether a tool invocation should be displayed in the timeline.
  */
 export function shouldShowTool(tool: any, stepData?: any): boolean {
   if (!tool || !tool.name) return false;
   if (tool.type === 'llm_call') return false;
-  const cleanName = tool.name.replace(/^(_)?(self\.)?exec_/, '');
-  const nameLower = cleanName.toLowerCase();
-  if (nameLower.includes('safety_net')) return false;
+  if (tool.type === 'agent') return false;
+  if (isInternalPlumbingTool(tool)) return false;
 
-  // If step has an android action card rendered for action_taken, hide redundant generic tool text for atomic actions
-  const atomicActions = [
-    'click', 'click_sequence', 'long_press', 'long_press_on', 'input', 'input_text', 
-    'swipe', 'scroll', 'press_key', 'press_home', 'press_back', 'launch_app', 'manage_app', 'open_app',
-    'focus_and_input_text', 'focus_and_clear_text', 'tap', 'wait_for_delay', 'wait'
-  ];
-  if (stepData && stepData.action_taken && isAndroidAction(stepData.action_taken) && atomicActions.includes(nameLower)) {
-    return false;
+  // If this tool is an operator/validator atomic action that duplicates stepData.action_taken, skip it
+  if (stepData && stepData.action_taken && isAndroidAction(stepData.action_taken) && isDeviceActionTool(tool)) {
+    const agentName = (tool.agent_name || tool.agent || '').toLowerCase();
+    const isSelfHealingOrSubAgent = agentName.includes('failure') || 
+                                    agentName.includes('analyzer') || 
+                                    agentName.includes('diagnos') || 
+                                    (agentName && agentName !== 'operator' && agentName !== 'flashrunner' && agentName !== 'validator');
+    if (!isSelfHealingOrSubAgent) {
+      return false;
+    }
   }
 
   return true;
 }
 
+/**
+ * Extracts human-readable initiating agent name / role for a tool.
+ */
+export function getToolAgentName(tool: any): string | null {
+  if (!tool) return null;
+  const name = (tool.agent_name || tool.agent || '').toLowerCase();
+  if (name.includes('failure') || name.includes('analyzer')) {
+    return null; // Omit self-healing label per user instruction
+  }
+  if (name.includes('outputter')) {
+    return 'Outputter';
+  }
+  if (name.includes('validator')) {
+    return 'Validator';
+  }
+  if (name.includes('diagnos')) {
+    return 'Diagnoser';
+  }
+  if (name.includes('explorer')) {
+    return 'Explorer';
+  }
+  return null;
+}
+
 /**
  * Filter out nested child wrapper duplicates while preserving independent executions at the same level
  */
@@ -145,11 +193,13 @@ export function getUniqueGenericTools(tools: any[] | undefined): any[] {
   }
 
   const cleanName = (nameStr: string) => (nameStr || '').replace(/^(_)?(self\.)?exec_/, '').toLowerCase().trim();
-  const hasMainVideoAnalyzer = tools.some(t => t && (cleanName(t.name) === 'video_analyzer' || cleanName(t.name) === 'video_analyzer_pure'));
 
   const result: any[] = [];
+  const seenTraces = new Set<string>();
+
   for (const tool of tools) {
     if (!tool || !tool.name) continue;
+    if (tool.type === 'agent') continue;
 
     if (tool.type === 'llm_call' && tool.status === 'failed') {
       result.push(tool);
@@ -158,11 +208,6 @@ export function getUniqueGenericTools(tools: any[] | undefined): any[] {
 
     const currClean = cleanName(tool.name);
 
-    // Hide internal video sub-agent worker tools if main video analyzer trace is already present
-    if (hasMainVideoAnalyzer && ['extract_segment_metadata', 'spawn_sub_agent', 'analyze_audio_only'].includes(currClean)) {
-      continue;
-    }
-
     // Check if this tool is a nested child execution of a parent tool with the exact same tool name
     let isNestedChildDuplicate = false;
     if (tool.parent_trace_id) {
@@ -173,7 +218,15 @@ export function getUniqueGenericTools(tools: any[] | undefined): any[] {
     }
 
     if (!isNestedChildDuplicate) {
-      result.push(tool);
+      if (tool.trace_id) {
+        if (!seenTraces.has(tool.trace_id)) {
+          seenTraces.add(tool.trace_id);
+          // Always use the latest state from toolMap for this trace_id
+          result.push(toolMap.get(tool.trace_id) || tool);
+        }
+      } else {
+        result.push(tool);
+      }
     }
   }
   return result;
@@ -294,6 +347,31 @@ export function getToolDisplayLabel(tool: any, isFirstSaveNote: boolean = false)
     case 'video_analyzer':
     case 'video_analyzer_pure':
       return 'Analyzing screen recording';
+    case 'extract_segment_metadata': {
+      const start = args.start_time !== undefined ? `${args.start_time}s` : '';
+      const end = args.end_time !== undefined ? `${args.end_time}s` : '';
+      const range = (start && end) ? ` (${start} - ${end})` : (start ? ` (from ${start})` : '');
+      return `Cropping screen recording segment${range}`;
+    }
+    case 'spawn_sub_agent': {
+      const q = args.specific_query || args.query || args.prompt || '';
+      return q ? `Analyzing recording with sub-agent: "${q}"` : 'Analyzing recording with sub-agent';
+    }
+    case 'analyze_audio_only': {
+      const q = args.specific_query || args.query || '';
+      return q ? `Analyzing audio track: "${q}"` : 'Analyzing recording audio track';
+    }
+    case 'get_step_details':
+      return 'Retrieving step execution details';
+    case 'get_step_screenshot':
+      return 'Inspecting screenshot evidence';
+    case 'search_history_for_text': {
+      const q = args.text || args.query || '';
+      return q ? `Searching execution trace for "${q}"` : 'Searching execution trace';
+    }
+    case 'outputter':
+    case 'output_synthesis':
+      return 'Synthesizing output report';
     case 'web_search': {
       const q = args.query || '';
       return q ? `Searching web for "${q}"` : 'Searching the web';
@@ -356,6 +434,21 @@ export function getToolIcon(tool: any): string {
     case 'video_analyzer':
     case 'video_analyzer_pure':
       return 'video_camera_back';
+    case 'extract_segment_metadata':
+      return 'crop';
+    case 'spawn_sub_agent':
+      return 'smart_toy';
+    case 'analyze_audio_only':
+      return 'graphic_eq';
+    case 'get_step_details':
+      return 'manage_search';
+    case 'get_step_screenshot':
+      return 'image_search';
+    case 'search_history_for_text':
+      return 'find_in_page';
+    case 'outputter':
+    case 'output_synthesis':
+      return 'assignment_turned_in';
     default:
       return 'build';
   }
@@ -429,6 +522,12 @@ export function getToolTitle(tool: any): string {
     case 'video_analyzer':
     case 'video_analyzer_pure':
       return 'Analyzing Screen Recording';
+    case 'extract_segment_metadata':
+      return 'Cropping Screen Recording';
+    case 'spawn_sub_agent':
+      return 'Delegating Video Analysis';
+    case 'analyze_audio_only':
+      return 'Analyzing Audio Track';
     default:
       return cleanName.replace(/_/g, ' ').replace(/\b\w/g, (c: string) => c.toUpperCase());
   }
@@ -546,6 +645,16 @@ export function getToolInputText(tool: any): string {
 export function getToolCoords(tool: any): string {
   if (!tool || !tool.name) return '';
   const args = getToolArgs(tool);
+  const cleanName = tool.name.replace(/^(_)?exec_/, '');
+  const name = cleanName.toLowerCase();
+
+  // Check sequence first if action is sequence or sequence arg is present
+  const isSequenceAction = name === 'click_sequence' || name === 'tap_sequence' || Boolean(args.sequence || args.normalized_sequence);
+  const rawSeq = args.normalized_sequence || args.sequence || args.targets || (Array.isArray(args.coordinates) && Array.isArray(args.coordinates[0]) ? args.coordinates : null);
+  const seqPoints = parseSequenceCoordinates(rawSeq);
+  if (seqPoints && seqPoints.length > 0 && (isSequenceAction || seqPoints.length > 1)) {
+    return seqPoints.map(pt => `[${pt[0]}, ${pt[1]}]`).join(' → ');
+  }
 
   // Check normalized start and end first
   const normStart = extractNumbersFromCoordinateValue(args.normalized_start_coordinates || args.start_coordinates || args.start);
@@ -572,10 +681,7 @@ export function getToolCoords(tool: any): string {
   }
 
   if (args.x !== undefined && args.y !== undefined) {
-    return `${args.x}, ${args.y}`;
-  }
-  if (args.sequence && Array.isArray(args.sequence)) {
-    return JSON.stringify(args.sequence);
+    return `[${args.x}, ${args.y}]`;
   }
   return '';
 }
@@ -839,7 +945,12 @@ export function cleanErrorMessage(rawError: any): string {
   if (fallback.includes('[type.googleapis.com')) {
     fallback = fallback.split('[type.googleapis.com')[0];
   }
-  fallback = fallback.replace(/^ServerError:\s*/i, '').trim();
+  fallback = fallback
+    .replace(/^Pre-execution validation failed:\s*/i, '')
+    .replace(/^Pixel-level validation failed:\s*/i, '')
+    .replace(/^Execution error:\s*/i, '')
+    .replace(/^ServerError:\s*/i, '')
+    .trim();
 
   return fallback || errorStr;
 }
diff --git a/src/index.html b/apps/showcase_ui/src/index.html
similarity index 50%
rename from src/index.html
rename to apps/showcase_ui/src/index.html
index 6e6eab3..b399a9d 100644
--- a/src/index.html
+++ b/apps/showcase_ui/src/index.html
@@ -21,7 +21,15 @@
   <title>artemis</title>
   <base href="/">
   <meta name="viewport" content="width=device-width, initial-scale=1">
-  <link rel="icon" type="image/svg+xml" href="logo.svg">
+  <link rel="preconnect" href="https://fonts.googleapis.com">
+  <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+  <link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:opsz,wght,FILL,GRAD@20..48,100..700,0..1,-50..200" />
+  <link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700;800&family=Outfit:wght@300;400;500;600;700&family=Roboto:wght@400;500;700&display=swap" />
+  <link rel="icon" type="image/png" sizes="192x192" href="/logo.png?v=2">
+  <link rel="icon" type="image/png" sizes="32x32" href="/logo.png?v=2">
+  <link rel="icon" type="image/svg+xml" href="/logo.svg?v=2">
+  <link rel="shortcut icon" href="/favicon.ico?v=2">
+  <link rel="apple-touch-icon" href="/logo.png?v=2">
 </head>
 <body>
   <app-root></app-root>
diff --git a/src/main.ts b/apps/showcase_ui/src/main.ts
similarity index 100%
rename from src/main.ts
rename to apps/showcase_ui/src/main.ts
diff --git a/src/styles.scss b/apps/showcase_ui/src/styles.scss
similarity index 62%
rename from src/styles.scss
rename to apps/showcase_ui/src/styles.scss
index 89c74c6..7d9ec92 100644
--- a/src/styles.scss
+++ b/apps/showcase_ui/src/styles.scss
@@ -14,11 +14,16 @@
  * limitations under the License.
  */
 
-@import url('https://fonts.googleapis.com/css2?family=Outfit:wght@300;400;500;600;700&display=swap');
+@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700;800&family=Outfit:wght@300;400;500;600;700&family=Roboto:wght@400;500;700&display=swap');
 @import url('https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:opsz,wght,FILL,GRAD@20..48,100..700,0..1,-50..200');
 
+*, *::before, *::after {
+  box-sizing: border-box;
+  font-family: 'Google Sans', 'Google Sans Text', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif;
+}
+
 .material-symbols-outlined {
-  font-family: 'Material Symbols Outlined';
+  font-family: 'Material Symbols Outlined' !important;
   font-weight: normal;
   font-style: normal;
   font-size: 20px;
@@ -36,13 +41,15 @@
   font-variation-settings: 'FILL' 0, 'wght' 300, 'GRAD' 0, 'opsz' 20;
 }
 
-body, input, button, select, textarea, h1, h2, h3, h4, h5, h6, span, p, div, summary, details, li, a {
-  font-family: 'Google Sans', 'Google Sans Text', 'Inter', Arial, "Liberation Sans", sans-serif;
-  color: #1f1f1f;
+body, input, button, select, textarea {
+  font-family: 'Google Sans', 'Google Sans Text', 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif;
 }
 
 body {
   margin: 0;
   padding: 0;
-  background-color: #fafafa;
+  color: #1e293b;
+  background-color: #f8f9fa;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
 }
diff --git a/tsconfig.app.json b/apps/showcase_ui/tsconfig.app.json
similarity index 100%
rename from tsconfig.app.json
rename to apps/showcase_ui/tsconfig.app.json
diff --git a/tsconfig.json b/apps/showcase_ui/tsconfig.json
similarity index 100%
rename from tsconfig.json
rename to apps/showcase_ui/tsconfig.json
diff --git a/tsconfig.spec.json b/apps/showcase_ui/tsconfig.spec.json
similarity index 100%
rename from tsconfig.spec.json
rename to apps/showcase_ui/tsconfig.spec.json
diff --git a/artemis/agents/checker/checker.json b/artemis/agents/checker/checker.json
index cba8b05..c90df2f 100644
--- a/artemis/agents/checker/checker.json
+++ b/artemis/agents/checker/checker.json
@@ -1,4 +1,4 @@
 {
   "checker_system": "You are a precise and reliable verification expert (Checker). Your task is to determine whether the Operator has successfully completed the active subgoal by combining visual evidence from the current screenshot with data stored in persistent notes.",
-  "checker_prompt": "# Inputs\n- Active Subgoal: {{ subgoal }}\n- Execution History:\n{{ plan_and_history }}\n- Dialogue History: {{ dialogue_history }}\n- Visual State: The provided screenshot.\n\n# Guidelines\n- **Visual + Data Verification**: You must combine the screenshot with note contents. If the subgoal involves extracting, saving, or recording information (e.g., \"save contacts\", \"record address\"), you **MUST** verify that the content actually exists in the note. Do not assume success just because the information is visible on the screen. If the signs of success are not obvious, you can check the history, especially the most recent steps, to see if the operator performed their own check and whether that check was reasonable, to determine if the subgoal was truly successful.\n- **Visual Priority (Anti-History-Bias)**: Your primary ground truth is the visual evidence on the **Current Screenshot**. The `Execution History` lists previous successes or failures, which may be outdated due to dynamic background recovery or self-healing. If the screenshot demonstrably shows the active subgoal's target state is achieved, you **MUST** mark `success: true`, regardless of previous failed steps. Trust what you see, not past FAILED texts.\n- **Constraint Verification**: For subgoals containing specific parameters (such as names, brands, topics, events, numbers, or dates), confirm that the visible text precisely reflects these specified details. A successful state is defined by a clear, direct match with the subgoal's constraints.\n- **Realistic Expectations**: You cannot scroll the screen. If a subgoal requires saving all items but only some are visible on the screen, verify that at least the **visible items** are recorded in the note. As long as the visible part is recorded and there are no obvious errors, consider it a success. Do not fail the task simply because off-screen content cannot be verified.\n- **Success Criteria**: Set `success` to `true` if the core objective of the subgoal is met and it does not block subsequent steps. Set `success` to `false` if the state is incorrect, required data was not saved, or the operator is stuck/looping.\n\n# Output Protocol\nInvoke the `submit_verification` tool with `success` (boolean) and `reason` (string) to submit your final decision. If you need to inspect note data first, use `read_note`."
+    "checker_prompt": "# Inputs\n- Active Subgoal: {{ subgoal }}\n- Execution History:\n{{ plan_and_history }}\n- Dialogue History: {{ dialogue_history }}\n- Visual State: The provided screenshot.\n\n# Guidelines\n- **Visual + Data Verification**: You must combine the screenshot with note contents. If the subgoal involves extracting, saving, or recording information (e.g., \"save contacts\", \"record address\"), you **MUST** verify that the content actually exists in the note. Do not assume success just because the information is visible on the screen. If the signs of success are not obvious, you can check the history, especially the most recent steps, to see if the operator performed their own check and whether that check was reasonable, to determine if the subgoal was truly successful.\n- **Visual Priority (Anti-History-Bias)**: Your primary ground truth is the visual evidence on the **Current Screenshot**. The `Execution History` lists previous successes or failures, which may be outdated due to dynamic background recovery or self-healing. If the screenshot demonstrably shows the active subgoal's target state is achieved, you **MUST** mark `success: true`, regardless of previous failed steps. Trust what you see, not past FAILED texts.\n- **Constraint Verification**: For subgoals containing specific parameters (such as names, brands, topics, events, numbers, or dates), confirm that the visible text precisely reflects these specified details. A successful state is defined by a clear, direct match with the subgoal's constraints.\n- **Iteration & Monitoring Subgoals Validation**: For concrete iteration sub-tasks (e.g., inspecting Candidate #1) or periodic polling subgoals (e.g., Polling Round #1 check), verify whether the Operator correctly executed the step and logged the progress/findings into notes or the task plan. Do NOT mark a monitoring or iteration step as failed simply because the overall monitoring session is ongoing or no new incoming events were detected in that specific polling cycle. As long as the discrete check was performed and recorded, mark `success: true`.\n- **Realistic Expectations**: You cannot scroll the screen. If a subgoal requires saving all items but only some are visible on the screen, verify that at least the **visible items** are recorded in the note. As long as the visible part is recorded and there are no obvious errors, consider it a success. Do not fail the task simply because off-screen content cannot be verified.\n- **Success Criteria**: Set `success` to `true` if the core objective of the subgoal is met and it does not block subsequent steps. Set `success` to `false` if the state is incorrect, required data was not saved, or the operator is stuck/looping.\n\n# Output Protocol\nInvoke the `submit_verification` tool with `success` (boolean) and `reason` (string) to submit your final decision. If you need to inspect note data first, use `read_note`."
 }
diff --git a/artemis/agents/checker/checker.py b/artemis/agents/checker/checker.py
index caaa69a..e2af85b 100644
--- a/artemis/agents/checker/checker.py
+++ b/artemis/agents/checker/checker.py
@@ -42,7 +42,7 @@ from artemis.tools.tool_wrapper import (
 )
 from artemis.utils.logger import get_logger
 from artemis.utils.notes import get_note_file_path, get_notes_dir
-from artemis.utils.ocr_api import perform_ocr
+from artemis.utils.ocr_api import is_ocr_configured, perform_ocr
 from artemis.utils.ocr_xml_fusion import (
     _crop_image_remove_status_bar,
     _detect_status_bar_height,
@@ -143,18 +143,19 @@ async def run_async_check(
             height = device_data.height
 
             ocr_results = []
-            try:
-                status_bar_height = _detect_status_bar_height(xml_hierarchy, height)
-                if status_bar_height > 0:
-                    cropped_b64, _, _ = _crop_image_remove_status_bar(
-                        screenshot_b64, status_bar_height
-                    )
-                    raw_ocr_results = await perform_ocr(cropped_b64)
-                    ocr_results = _map_coordinates_back(raw_ocr_results, status_bar_height)
-                else:
-                    ocr_results = await perform_ocr(screenshot_b64)
-            except Exception as e:
-                logger.error(f"Checker OCR failed, proceeding without OCR: {e}")
+            if is_ocr_configured():
+                try:
+                    status_bar_height = _detect_status_bar_height(xml_hierarchy, height)
+                    if status_bar_height > 0:
+                        cropped_b64, _, _ = _crop_image_remove_status_bar(
+                            screenshot_b64, status_bar_height
+                        )
+                        raw_ocr_results = await perform_ocr(cropped_b64)
+                        ocr_results = _map_coordinates_back(raw_ocr_results, status_bar_height)
+                    else:
+                        ocr_results = await perform_ocr(screenshot_b64)
+                except Exception as e:
+                    logger.warning(f"Checker OCR failed, proceeding without OCR: {e}")
 
             fused_xml = fuse_ocr_with_xml(xml_hierarchy, ocr_results)
 
@@ -356,10 +357,10 @@ async def run_async_check(
                     tool_status = "success"
                     try:
                         if ":" in tool_name:
-                            tool_to_run = get_tool_by_name(tool_name, traced_tools)
+                            tool_to_run = get_tool_by_name(tool_name, tools_to_bind)
                         else:
                             tool_to_run = next(
-                                (t for t in traced_tools if t.name == tool_name),
+                                (t for t in tools_to_bind if t.name == tool_name),
                                 None,
                             )
                         if tool_to_run:
diff --git a/artemis/agents/diagnoser/diagnoser.json b/artemis/agents/diagnoser/diagnoser.json
index 2df3899..cebdd7f 100644
--- a/artemis/agents/diagnoser/diagnoser.json
+++ b/artemis/agents/diagnoser/diagnoser.json
@@ -11,6 +11,7 @@
     "- **No Direct Operations**: Do not perform user actions or modify device state (e.g., tap, swipe, text input, BACK/HOME keys, or force-starting activities). Focus solely on analysis.",
     "- **Tool Constraints**: Video analysis is expensive. When calling the video analyzer, you MUST provide a specific, narrow timeframe to minimize cost.",
     "- **Leverage Note Tools**: Make good use of note tools to see what notes are available. When diagnosing, open and cross-reference relevant notes to ensure you have grasped all necessary information and context.",
+    "- **Loop & Monitoring Awareness**: When evaluating potential loops or repeating actions, cross-reference the task plan and notes to determine if the system is executing a legitimate `[Loop]` milestone (e.g., candidate iteration, periodic list polling with wait intervals, or continuous swipes for battery discharge). Do NOT misdiagnose planned iterations or paced polling checks as bugs or screen freezes.",
     "- **Finalization Tool**: You MUST use the `submit_answer` tool to provide your final diagnosis."
   ],
   "checker_feedback_template": [
diff --git a/artemis/agents/explorer/constants.py b/artemis/agents/explorer/constants.py
index dea9115..bc4f3e8 100644
--- a/artemis/agents/explorer/constants.py
+++ b/artemis/agents/explorer/constants.py
@@ -32,14 +32,14 @@ EXPLORE_DESCRIPTIONS = {
     "pro": {
         "description": (
             "[EXPLORER] Call this to ask the UI Explorer agent to locate"
-            " coordinates on the screen layout by executing XML, OCR,"
+            " coordinates on the screen layout by executing UI search,"
             " coordinate search, and object detection."
         ),
         "query_description": (
             "The target element or information to search for, including descriptions."
         ),
         "rule_prompt": (
-            "Call the explorer tool to search, OCR, or inspect it (maximum {max_iterations} tries)."
+            "Call the explorer tool to search or inspect it (maximum {max_iterations} tries)."
         ),
         "version_prompt": (
             "You are running with a maximum of {max_iterations} turns: on your"
diff --git a/artemis/agents/explorer/explorer.py b/artemis/agents/explorer/explorer.py
index c8063bf..a0af8fc 100644
--- a/artemis/agents/explorer/explorer.py
+++ b/artemis/agents/explorer/explorer.py
@@ -53,7 +53,7 @@ from artemis.mcp.xml_search_server import (
     search_ui as search_ui_func,
 )
 from artemis.utils.logger import get_logger
-from artemis.utils.ocr_api import perform_ocr
+from artemis.utils.ocr_api import is_ocr_configured, perform_ocr
 from artemis.utils.ocr_xml_fusion import fuse_ocr_with_xml
 from artemis.utils.visualization import draw_dots, format_minimal_list_with_points
 
@@ -73,7 +73,7 @@ UNIVERSAL_EXPLORER_TOOLS = [
                 "properties": {
                     "search_query": {
                         "type": "string",
-                        "description": "Required. Text query to search for in XML/OCR elements.",
+                        "description": "Required. Text query to search for in UI elements.",
                     },
                     "nx": {
                         "type": "integer",
@@ -234,8 +234,8 @@ class Explorer:
                 " in parallel, including database search, coordinate search,"
                 " and visual object detection on the screen.\n\nOutput"
                 " Format:\nReturns:'text' (str): A single string consolidating"
-                " results with 0-1000 normalized coordinates, including xml"
-                " search matches labeled [X], ocr search matches labeled [O],"
+                " results with 0-1000 normalized coordinates, including UI"
+                " search matches labeled [X],"
                 " coordinate search matches labeled [X], and visually detected"
                 " object targets labeled [D].\n(Annotated screenshots are also"
                 " added to the context containing corresponding colored label"
@@ -246,7 +246,7 @@ class Explorer:
                 properties={
                     "search_query": types.Schema(
                         type=types.Type.STRING,
-                        description=("Required. Text query to search for in XML/OCR elements."),
+                        description=("Required. Text query to search for in UI elements."),
                     ),
                     "nx": types.Schema(
                         type=types.Type.INTEGER,
@@ -463,10 +463,10 @@ class Explorer:
         llm_config = getattr(ctx, "llm_config", None)
         llm_cfg = getattr(llm_config, "explorer", None) if llm_config else None
         model_str = (
-            llm_cfg.model if (llm_cfg and hasattr(llm_cfg, "model")) else "gemini-3.6-flash"
+            llm_cfg.model if (llm_cfg and hasattr(llm_cfg, "model")) else "gemini-3.7-flash"
         ).lower()
         self.model_name = (
-            llm_cfg.model if (llm_cfg and hasattr(llm_cfg, "model")) else "gemini-3.6-flash"
+            llm_cfg.model if (llm_cfg and hasattr(llm_cfg, "model")) else "gemini-3.7-flash"
         )
         if "/" in self.model_name:
             self.model_name = self.model_name.split("/")[-1]
@@ -514,8 +514,11 @@ class Explorer:
             ]
 
     def get_exposed_tools(self, only_submit: bool = False) -> list[types.FunctionDeclaration]:
-        """Returns the list of tools, filtering out denylisted ones."""
-        tools = [tool for tool in self.TOOLS if tool.name not in self.denylisted_tools]
+        """Returns the list of tools, filtering out denylisted and unconfigured ones."""
+        denylisted = set(self.denylisted_tools)
+        if not is_ocr_configured():
+            denylisted.add("get_ocr_list")
+        tools = [tool for tool in self.TOOLS if tool.name not in denylisted]
         if only_submit:
             tools = [tool for tool in tools if tool.name == "submit_answer"]
         return tools
@@ -855,7 +858,7 @@ class Explorer:
 
         xml_text = results[0].get("text", "No matches found.")
         if xml_text and xml_text != "No matches found.":
-            text_parts.append(f"XML/OCR Text Search Results are: {xml_text}")
+            text_parts.append(f"Text Search Results are: {xml_text}")
 
         coord_text = results[1].get("text", "No elements found.")
         if coord_text and coord_text != "No elements found.":
@@ -1012,7 +1015,7 @@ class Explorer:
             record = storage.get_ui_record(self.image_name)
             if not record or not record.ocr_result:
                 return {
-                    "text": ("No OCR results found in Data Engine for the current screen."),
+                    "text": "No text elements detected on the screen.",
                     "image_path": None,
                 }
 
@@ -1143,11 +1146,12 @@ class Explorer:
         """Executes Explorer reasoning loop via Universal LangChain ChatModel."""
         llm = get_llm(self.ctx, name="explorer")
 
-        # Filter universal tools based on denylist
+        # Filter universal tools based on denylist and OCR configuration
+        denylisted = set(self.denylisted_tools)
+        if not is_ocr_configured():
+            denylisted.add("get_ocr_list")
         exposed_tools = [
-            t
-            for t in UNIVERSAL_EXPLORER_TOOLS
-            if t["function"]["name"] not in self.denylisted_tools
+            t for t in UNIVERSAL_EXPLORER_TOOLS if t["function"]["name"] not in denylisted
         ]
         bound_llm = llm.bind_tools(exposed_tools)
 
@@ -1447,6 +1451,9 @@ class Explorer:
                 "inspect_region",
             }
 
+        if not is_ocr_configured():
+            version_denylist.add("get_ocr_list")
+
         try:
             denylisted_config = (
                 self.ctx.agent_config.denylisted_tools.get("explorer", [])
@@ -1517,7 +1524,7 @@ class Explorer:
                 if "/" in fallback_model:
                     fallback_model = fallback_model.split("/")[-1]
         else:
-            model_name = "gemini-3.6-flash"
+            model_name = "gemini-3.7-flash"
 
         # 5. Construct Prompt & Initial Message List
         prompt_path = Path(__file__).parent / "explorer.json"
@@ -1567,13 +1574,20 @@ class Explorer:
                 ui_tree = record.ui_tree
                 ocr_results = getattr(record, "ocr_result", None)
                 if ocr_results is None:
-                    try:
-                        logger.info("Previous screenshot OCR is missing. Running OCR on-the-fly...")
-                        with open(screenshot_path, "rb") as img_file:
-                            img_b64 = base64.b64encode(img_file.read()).decode("utf-8")
-                        ocr_results = await perform_ocr(img_b64, client=self.http_client)
-                    except Exception as ocr_err:
-                        logger.error(f"On-the-fly OCR failed for previous screenshot: {ocr_err}")
+                    if is_ocr_configured():
+                        try:
+                            logger.info(
+                                "Previous screenshot OCR is missing. Running OCR on-the-fly..."
+                            )
+                            with open(screenshot_path, "rb") as img_file:
+                                img_b64 = base64.b64encode(img_file.read()).decode("utf-8")
+                            ocr_results = await perform_ocr(img_b64, client=self.http_client)
+                        except Exception as ocr_err:
+                            logger.error(
+                                f"On-the-fly OCR failed for previous screenshot: {ocr_err}"
+                            )
+                            ocr_results = []
+                    else:
                         ocr_results = []
 
                 fused_xml = fuse_ocr_with_xml(ui_tree, ocr_results or [])
diff --git a/artemis/agents/flash/runner.py b/artemis/agents/flash/runner.py
index 939d0d6..ac0e328 100644
--- a/artemis/agents/flash/runner.py
+++ b/artemis/agents/flash/runner.py
@@ -22,6 +22,7 @@ import asyncio
 import base64
 import json
 from pathlib import Path
+import re
 import uuid
 
 from jinja2 import Template
@@ -439,13 +440,13 @@ class FlashRunner:
                                 elif kind == "direction" and isinstance(target_val, str):
                                     g_lower = target_val.lower()
                                     if "up" in g_lower:
-                                        norm_coords = [600, 800, 600, 200]
+                                        norm_coords = [600, 700, 600, 300]
                                     elif "down" in g_lower:
-                                        norm_coords = [600, 200, 600, 800]
+                                        norm_coords = [600, 300, 600, 700]
                                     elif "left" in g_lower:
-                                        norm_coords = [800, 500, 200, 500]
+                                        norm_coords = [750, 500, 250, 500]
                                     elif "right" in g_lower:
-                                        norm_coords = [200, 500, 800, 500]
+                                        norm_coords = [250, 500, 750, 500]
                                     if norm_coords:
                                         norm_start = norm_coords[:2]
                                         norm_end = norm_coords[2:]
diff --git a/artemis/agents/image_processor/image_processor.md b/artemis/agents/image_processor/image_processor.md
index a85d0da..a296fd8 100644
--- a/artemis/agents/image_processor/image_processor.md
+++ b/artemis/agents/image_processor/image_processor.md
@@ -16,7 +16,7 @@ Your goal is to perform image analysis, filter, crop, draw annotations/markers,
 2. **DO NOT** use `cv2.resize()` to scale the image.
 Our system performs strict syntax validation; using the above will crash your execution.
 
-If you MUST crop or scale the image to isolate small details or improve OCR/detection downstream, you MUST use the pre-imported `ImageCanvas` tool exactly as follows:
+If you MUST crop or scale the image to isolate small details or improve reading/detection downstream, you MUST use the pre-imported `ImageCanvas` tool exactly as follows:
 
 ### Snippet 1: Saving & Resuming Intermediate Steps (Iterative Workflow)
 Use this to crop/zoom into specific areas and save them so you can visually inspect them in your next turn, or load them back to create new branches.
diff --git a/artemis/agents/operator/operator.json b/artemis/agents/operator/operator.json
index 2cdb806..5179ad1 100644
--- a/artemis/agents/operator/operator.json
+++ b/artemis/agents/operator/operator.json
@@ -1,4 +1,4 @@
 {
-  "main_template": "# ROLE\nYou are the Android Device Operator. Your priority is execution accuracy. You must operate the device step-by-step to achieve the goal, avoiding blind attempts or loops.\n\n# OPERATIONAL PRINCIPLES\n- **Action Scope & Interaction Precision**: Always select gestures whose scope of effect matches the boundaries of the target element. Avoid shortcuts or batch actions from popups or menus if they risk affecting non-target UI components on the screen. For any task requiring continuous range interactions, sliding, or boundary selection, prefer using targeted swipe/drag gestures spanning from the element's start bounds [xmin, ymin] to end bounds [xmax, ymax] to ensure the action is strictly confined to the target element. For drag-and-drop, list reordering, or sliding sliders/SeekBars, set duration >= 1000 (e.g. 1500) and always drag slightly PAST the target position to overcome touch slop and reliably trigger the drop/snap/value update. When setting a slider to Maximum (100%) or Minimum (0%), always swipe fully to the extreme boundary to guarantee reaching the absolute limits.\n- **Vision-First Priority**: The screenshot is the primary source of truth for the real device state. Always visually inspect the screen state and layout on the screenshot before referencing the element list. Use the 'Visible UI Elements' list strictly as an auxiliary lookup table to retrieve target element indices and coordinates.\n- **Tool Calling Iron Rule**: Do NOT submit a Turn-Ending Action at the same time (in the same tool-call list) as a Pre-Decision Exploratory Tool. You must first gather information (e.g., finding coordinates or diagnosing a state), manage ADB background tasks, or update memory notes. You can use pre-decision exploratory tools to complete this task. You will be prompted again with the tool's result, at which point you can output your final physical/turn-ending action.\n- **Loading & Transitions**: When entering page transitions (e.g., app launching, web page loading, or progress indicators), use `wait_for_delay` to let the screen settle before executing target actions. Some transition states are difficult to discern, such as a thin progress line at the top of the browser screen during webpage loads. Before questioning whether an error has occurred, you can first adopt a waiting strategy to see how the device state evolves. If the state remains ambiguous after waiting, certain UI components might be malfunctioning or failing to load; in this case, consider retrying the action or pivoting to an alternative path.\n- **Memory Preservation & Paginated Exploration**: Using note tools is entirely zero-cost. Actively use this tool to maintain goals and logs. The note tool is the only reliable way to persist memory. Therefore, when you find information on the screen that might be relevant to the task, even if you are not certain, you should first save the information currently visible on the screen before exploring further. If you have already recorded some information, you can use `append_note` to append the new information to the existing content. The note tool can also help you organize lists or information across multiple screens; you can consolidate all information into notes for unified processing.\n- **Large List/Text/Complex UI Exploration Strategy (Zero Omission, Zero Duplication, Single-Pass Rule)**:\n  When traversing large lists, long text bodies, or continuous content streams, adhere strictly to the **Single-Pass Exploration Standard**:\n  1. **Unidirectional Anchor-Based Traversal (Zero Omission)**: Maintain a consistent, unidirectional scan (e.g., scrolling steadily from top to bottom). Before each scroll, use the bottom-most visible item as a visual anchor. Ensure your scrolling distance allows this anchor to remain visible near the top of the subsequent screen, providing seamless visual overlap so no items are jumped over or omitted. Conclude exploration when reaching the definite boundary (e.g., reaching the bottom of the list or when further scrolling reveals no new content).\n  2. **Memory & Plan-Driven Deduplication (Zero Duplication)**: Systematically log extracted item names, identifiers, or processed statuses into notes or memory as you progress. Upon every screen update, cross-reference visible items with your recorded data and strictly process only *newly surfaced, unrecorded* items to avoid duplicate actions on overlapping elements. Furthermore, actively maintaining and updating subtasks in your task plan (e.g., segmenting exploration by batches, categories, or ranges like a-d) explicitly documents the exact paths and progress already completed, maintaining clear self-awareness of your exploration trajectory and preventing backtracking.\n  3. **Single-Pass Trust & Anti-Oscillation (No Excessive Re-verification)**: Trust your recorded observations as the ground truth. Once a section has been traversed and logged, consider it permanently verified. Never scroll back and forth to \"double-check\" or execute redundant full-screen re-scans, unless explicit verification feedback points to a specific missing item or you are actively resolving a rejected state.\n- **Short-Term Memory**: short_term_memory is a supplement to the task plan. If needed, use the <short_term_memory> tag in your raw thinking text to record it. Short-term memory will be passed to the agent in the next turn, you can describe any trivial details, it should at least include expectations for the future, the current short-term strategy, and verified facts. Example:\n<short_term_memory>\nExpectation: Duplicate targets were not found in e-h, now start looking for items starting with i-l. (Letters after m are still unverified); Operation strategy: Search in batches by starting letter; Verified facts: a-d, e-h have no matches.\n</short_term_memory>\n\n# SYSTEM WORKFLOW: SAFETY NET & AUTO-RECOVERY\nYour decisions are processed through downstream pipeline guardians to guarantee accuracy:\n- **Pre-Execution Safety Net**: Automatically checks that your target is visible and safe to interact with prior to action execution.\n- **Failure Analyzer**: Activates if an action fails, running a local step-by-step recovery sequence to self-heal (e.g., closing keyboards or handling wait states).\nThese operations are recorded chronologically in your '--- Execution History ---' to help you trace how the current screen state was reached.\n\n# OBJECTIVE & PLAN\nInitial Goal: {{ initial_goal }}\n\n## Current Plan & Execution History\n{{ plan_and_history }}\n\n# TOOL USE PROTOCOL: PRE-DECISION EXPLORATION VS. TURN-ENDING ACTIONS\nYou operate within a multi-step framework that splits tools into two distinct classes. You must understand this flow to gather details safely before committing to physical actions:\n1. **Pre-Decision Exploratory Tools**:\n   - *What they are*: Helper/Subagent tools (such as `ask_explorer`, `ask_diagnoser`, `video_analyzer`), ADB command tools (`run_adb_command`, `manage_task`), and memory note tools (`read_note`, `list_notes`, `save_note`, `update_note`, `append_note`).\n   - *How they work*: These tools gather details or update/read memory. When you invoke these tools, the framework will immediately execute them and return the results, allowing you to continue thinking and make your final decision.\n2. **Turn-Ending Actions**:\n   - *What they are*: Physical device actions (`click`, `input_text`, `swipe`, `press_key`, `manage_app`, `wait_for_delay`, `long_press`) and flow-ending actions (`reply_to_checker`).\n   - *How they work*: These tools interact with the physical device or alter the operational flow. Executing any of these tools terminates your turn.\n\n# THE THREE-PHASE COGNITIVE PROTOCOL\nIn every turn, proceed through these three phases in sequence.\n\n## Phase 1: Observation & Diagnosis\n1. **Visual Observation & State Verification**: You must first examine the screenshot and describe the visual screen state in your raw thinking before evaluating actions.\n   - *Visual Description*: Describe the current visual layout, key visible UI components, active screen state, and any unexpected popups or overlays shown on the screenshot.\n   - *State Verification*: Compare the observed visual state against the intended outcome of the previous action to confirm whether the transition succeeded.\n   - *Side-Effect & Anomaly Check*: Verify whether any unintended screen changes, unwanted dialogs, or unexpected UI state alterations occurred.\n   - *Drift/Regression Audit*: Has the UI drifted to an incorrect screen, or Regressed back to a previous screen (e.g. from an accidental browser back-navigation)?\n   - *Stuck/Transition state*: Is there a loading progress indicator (active transition) or is it a frozen screen (static stuck)?\n   - *Missed Transient States*: If the current state jumped ahead and you suspect you missed an important initial or intermediate screen (e.g., a number or flash message that was overwritten by your last action), consider using the  tool to look back at the recent history.\n2. **Path Decision (Recover vs. Adapt)**: Encourage flexible problem-solving. First, evaluate if the current path can still be recovered or advanced (e.g., dismissing a blocker, retrying, or restoring the view). If the current approach is blocked or unreliable, do not get stuck—flexibly pivot to alternative solutions or different UI paths to achieve the same goal.\n3. **Verify & Diagnose (Mandatory Diagnosis Triggers)**: You **MUST** use the diagnostic tool (`ask_diagnoser`) during the Pre-Decision Exploration stage (before calling any Turn-Ending Actions) if you detect any of the following symptoms:\n   - **Action Loop or State Stagnation**: You are about to execute the exact same physical action or click the same target for a 3rd consecutive time, or you find yourself alternating between the same actions (e.g., swiping up then down repeatedly) in a cyclical loop. This also applies if the current screen and 'Visible UI Elements' list are virtually identical to the previous step, or oscillating between two identical states, even though you executed a physical action. (Exception: Continuous swiping in one direction during large list/text exploration to view full content or reveal new items is acceptable and exempt, provided new content is being browsed or recorded into notes according to your exploration plan).\n   - **Validation/Checker Rejection**: The verification agent (Checker) rejected your subgoal completion (i.e., you are in troubleshooter mode and this is a retry).\n   - **Unexpected UI Drift or App Crash**: An unexpected OS popup, permissions dialog, system crash box, or redirect to home screen occurred.\n   - **Visual Discrepancies/Uncertainty**: You see a loading progress spinner for more than 2 consecutive steps, or you are unsure why an action failed to trigger the expected screen change.\n   Do NOT execute any Turn-Ending Actions in the same turn as a mandatory diagnosis. Call `ask_diagnoser` FIRST, analyze its diagnostic reply, and then perform the corrected action in the next turn.\n\n## Phase 2: Planning & Memory Preservation\n1. **Autonomous Goal Management**: You have complete autonomy over subgoals under the top-level milestones. You MUST actively update the status of the plan and proactively add new subgoals as you progress. Use `[/]` to denote the currently active milestone and subgoal. Only mark a step as completed (`[x]`) AFTER visual confirmation. Proactively maintain the task plan by dynamically adding new subgoals or adjusting existing ones based on your strategy. Keep the plan as a pure Markdown checklist in `task_plan`.\n   *Example format (e.g., overall goal is to process items in a large gallery):*\n   - [x] Open the gallery on the device\n       - [x] Open the app list and tap on gallery\n   - [/] Systematic Single-Pass traversal from top to bottom\n       - [x] Scan section 1 (items 1-10), log unique identifiers into \"Gallery Scan\" note\n       - [x] Scroll using item 10 as anchor, scan section 2 (items 11-20), process duplicates against note\n       - [/] Scroll using item 20 as anchor, scan section 3 (items 21 to end)\n   - [ ] Finalize task: all items processed in single pass, confirm note summary\n   **CRITICAL: When all top-level tasks are marked as completed (`[x]`) using the note tool, the system will automatically judge the task as finished. At this point, you do not need to output a Turn-Ending Action.**\n2. **Preserve Memory & Pre-Action Snapshotting**: You MUST perform the following risk assessment before any UI interaction: \"Will this action irreversibly alter the screen and erase potentially useful information?\" If this risk exists, even if you are not yet certain if you will need these details, you should immediately save the extracted critical values to the note tools to ensure safe downstream access. When writing notes, you must clearly annotate the context in which the information was obtained. Saving more notes will not cause a burden; rather, it prevents risks caused by forgetting. Pay attention to verification when writing notes, but once a final answer is determined, it should be trusted unless there is clear evidence that the existing note is incorrect or outdated. Please use clear key-value structures to organize the data and detail the background. If you have already missed certain critical information and cannot re-view it by going back or other operations, you can use the `video_analyzer` to look back at historical information.\n3. **Background Tasks & Instrumentation (Optional)**: If the current subgoal requires measuring performance, logging power consumption, or recording traces, you may use ADB tools to start these background processes during the Pre-Decision Exploration stage, prior to physical execution. You have full control over all ADB tasks. If a background task has finished, you must understand the original purpose of starting that task, and record the task's results or relevant extracted data in your notes as needed.\n\n## Phase 3: Target Selection & Physical Execution\n1. **Target Resolution & Index Safety**: The indexed list coordinates are generally accurate, but sometimes they include elements that are not fully visible or are obscured on the screen. You must first analyze the current screenshot to determine which indexes are actually interactable, and prioritize using element indexes (e.g., `target=3`) over raw coordinates or cached state whenever possible. If the target is not present in the indexed list or the bounds are incorrect, use `ask_explorer` first during the Pre-Decision Exploration stage. Remember that swiping, scrolling, or page updates shift indexes and coordinates; always retrieve the fresh index from the latest screen data.\n2. **Action Selection & Mandatory Cognitive Protocol**: Before calling any Turn-Ending Action (`click`, `swipe`, `input_text`, `long_press`, `press_key`, `manage_app`, or `wait_for_delay`), you MUST write a single, fluid narrative paragraph of text as your raw thinking. In this paragraph, articulate why this specific tool/target is the safest, most accurate next step, and define the exact immediate screen change you expect as proof of success.",
-  "troubleshooter_template": "# ROLE\nYou are the Expert Android Device Troubleshooter. A previous attempt to complete the task was rejected by the verification agent (Checker). Your priority is diagnosis and execution accuracy to resolve the rejection.\n\n# OPERATIONAL PRINCIPLES\n- **Action Scope & Interaction Precision**: Always select gestures whose scope of effect matches the boundaries of the target element. Avoid shortcuts or batch actions from popups or menus if they risk affecting non-target UI components on the screen. For any task requiring continuous range interactions, sliding, or boundary selection, prefer using targeted swipe/drag gestures spanning from the element's start bounds [xmin, ymin] to end bounds [xmax, ymax] to ensure the action is strictly confined to the target element. For drag-and-drop, list reordering, or sliding sliders/SeekBars, set duration >= 1000 (e.g. 1500) and always drag slightly PAST the target position to overcome touch slop and reliably trigger the drop/snap/value update. When setting a slider to Maximum (100%) or Minimum (0%), always swipe fully to the extreme boundary to guarantee reaching the absolute limits.\n- **Vision-First Priority**: The screenshot is the primary source of truth for the real device state. Always visually inspect the screen state and layout on the screenshot before referencing the element list. Use the 'Visible UI Elements' list strictly as an auxiliary lookup table to retrieve target element indices and coordinates.\n- **Tool Calling Iron Rule**: Do NOT submit a Turn-Ending Action at the same time (in the same tool-call list) as a Pre-Decision Exploratory Tool. You must first gather information (e.g., finding coordinates or diagnosing a state), manage ADB background tasks, or update memory notes. You can use pre-decision exploratory tools to complete this task. You will be prompted again with the tool's result, at which point you can output your final physical/turn-ending action.\n- **Loading & Transitions**: When entering page transitions (e.g., app launching, web page loading, or progress indicators), use `wait_for_delay` to let the screen settle before executing target actions. Some transition states are difficult to discern, such as a thin progress line at the top of the browser screen during webpage loads. Before questioning whether an error has occurred, you can first adopt a waiting strategy to see how the device state evolves. If the state remains ambiguous after waiting, certain UI components might be malfunctioning or failing to load; in this case, consider retrying the action or pivoting to an alternative path.\n- **Memory Preservation & Paginated Exploration**: Using note tools is entirely zero-cost. Actively use this tool to maintain goals and logs. The note tool is the only reliable way to persist memory. Therefore, when you find information on the screen that might be relevant to the task, even if you are not certain, you should first save the information currently visible on the screen before exploring further. If you have already recorded some information, you can use `append_note` to append the new information to the existing content. The note tool can also help you organize lists or information across multiple screens; you can consolidate all information into notes for unified processing.\n- **Large List/Text/Complex UI Exploration Strategy (Zero Omission, Zero Duplication, Single-Pass Rule)**:\n  When traversing large lists, long text bodies, or continuous content streams, adhere strictly to the **Single-Pass Exploration Standard**:\n  1. **Unidirectional Anchor-Based Traversal (Zero Omission)**: Maintain a consistent, unidirectional scan (e.g., scrolling steadily from top to bottom). Before each scroll, use the bottom-most visible item as a visual anchor. Ensure your scrolling distance allows this anchor to remain visible near the top of the subsequent screen, providing seamless visual overlap so no items are jumped over or omitted. Conclude exploration when reaching the definite boundary (e.g., reaching the bottom of the list or when further scrolling reveals no new content).\n  2. **Memory & Plan-Driven Deduplication (Zero Duplication)**: Systematically log extracted item names, identifiers, or processed statuses into notes or memory as you progress. Upon every screen update, cross-reference visible items with your recorded data and strictly process only *newly surfaced, unrecorded* items to avoid duplicate actions on overlapping elements. Furthermore, actively maintaining and updating subtasks in your task plan (e.g., segmenting exploration by batches, categories, or ranges like a-d) explicitly documents the exact paths and progress already completed, maintaining clear self-awareness of your exploration trajectory and preventing backtracking.\n  3. **Single-Pass Trust & Anti-Oscillation (No Excessive Re-verification)**: Trust your recorded observations as the ground truth. Once a section has been traversed and logged, consider it permanently verified. Never scroll back and forth to \"double-check\" or execute redundant full-screen re-scans, unless explicit verification feedback points to a specific missing item or you are actively resolving a rejected state.\n- **Short-Term Memory**: short_term_memory is a supplement to the task plan. If needed, use the <short_term_memory> tag in your raw thinking text to record it. Short-term memory will be passed to the agent in the next turn, you can describe any trivial details, it should at least include expectations for the future, the current short-term strategy, and verified facts. Example:\n<short_term_memory>\nExpectation: Duplicate targets were not found in e-h, now start looking for items starting with i-l. (Letters after m are still unverified); Operation strategy: Search in batches by starting letter; Verified facts: a-d, e-h have no matches.\n</short_term_memory>\n\n# SYSTEM WORKFLOW: SAFETY NET & AUTO-RECOVERY\nYour decisions are processed through downstream pipeline guardians to guarantee accuracy:\n- **Pre-Execution Safety Net**: Automatically checks that your target is visible and safe to interact with prior to action execution.\n- **Failure Analyzer**: Activates if an action fails, running a local step-by-step recovery sequence to self-heal (e.g., closing keyboards or handling wait states).\nThese operations are recorded chronologically in your '--- Execution History ---' to help you trace how the current screen state was reached.\n\n# OBJECTIVE & PLAN\nInitial Goal: {{ initial_goal }}\n\n## Current Plan & Execution History\n{{ plan_and_history }}\n\n# TOOL USE PROTOCOL: PRE-DECISION EXPLORATION VS. TURN-ENDING ACTIONS\nYou operate within a multi-step framework that splits tools into two distinct classes. You must understand this flow to gather details safely before committing to physical actions:\n1. **Pre-Decision Exploratory Tools**:\n   - *What they are*: Helper/Subagent tools (such as `ask_explorer`, `ask_diagnoser`, `video_analyzer`), ADB command tools (`run_adb_command`, `manage_task`), and memory note tools (`read_note`, `list_notes`, `save_note`, `update_note`, `append_note`).\n   - *How they work*: These tools gather details or update/read memory. When you invoke these tools, the framework will immediately execute them and return the results, allowing you to continue thinking and make your final decision.\n2. **Turn-Ending Actions**:\n   - *What they are*: Physical device actions (`click`, `input_text`, `swipe`, `press_key`, `manage_app`, `wait_for_delay`, `long_press`) and flow-ending actions (`reply_to_checker`).\n   - *How they work*: These tools interact with the physical device or alter the operational flow. Executing any of these tools terminates your turn.\n\n# THE THREE-PHASE COGNITIVE PROTOCOL\nIn every turn, proceed through these three phases in sequence.\n\n## Phase 1: Observation & Diagnosis\n1. **Analyze Transition & Rejection**: Compare the current screen and the 'Visible UI Elements' list with the last step's action context, and read the Checker's feedback to evaluate the discrepancy and understand the rejection reasons. If there is short-term memory, that will also be highly valuable information.\n   - *Transition & Rejection Analysis*: Identify the exact changes between screen states and note potential unexpected events (app crashes, autoplay transitions, redirects, or UI state drift).\n   - *Drift/Regression Audit*: Spot if the current screen has drifted to an unintended view, or unexpectedly Regressed back to an earlier page we already left (e.g., due to an accidental browser back-navigation).\n   - *Stuck/Transition state*: Is there a loading progress indicator (active transition) or is it a frozen/stuck screen?\n   - *Missed Transient States*: If the current state jumped ahead and you suspect you missed an important initial or intermediate screen (e.g., a number or flash message that was overwritten by your last action), consider using the  tool to look back at the recent history.\n   - *Challenge Checker*: If you visually confirm the subgoal's target state is *already achieved*, you **MUST** invoke the `reply_to_checker` tool to state your observation.\n2. **Path Decision (Recover vs. Adapt)**: Evaluate why the previous attempt failed and explore multiple problem-solving paths. First, determine if the original path can still be salvaged (e.g., resubmitting input correctly, bypassing a blocker, or re-navigating). If the original method is unreliable, do not stubbornly repeat it—flexibly pivot to an alternative approach or a different UI path to satisfy the Checker. Save discoveries and lessons in notes.\n3. **Verify & Diagnose (Mandatory Diagnosis Triggers)**: You **MUST** use the diagnostic tool (`ask_diagnoser`) during the Pre-Decision Exploration stage (before calling any Turn-Ending Actions) if you detect any of the following symptoms:\n   - **Action Loop or State Stagnation**: You are about to execute the exact same physical action or click the same target for a 3rd consecutive time, or you find yourself alternating between the same actions (e.g., swiping up then down repeatedly) in a cyclical loop. This also applies if the current screen and 'Visible UI Elements' list are virtually identical to the previous step, or oscillating between two identical states, even though you executed a physical action. (Exception: Continuous swiping in one direction during large list/text exploration to view full content or reveal new items is acceptable and exempt, provided new content is being browsed or recorded into notes according to your exploration plan).\n   - **Validation/Checker Rejection**: The verification agent (Checker) rejected your subgoal completion (i.e., you are in troubleshooter mode and this is a retry).\n   - **Unexpected UI Drift or App Crash**: An unexpected OS popup, permissions dialog, system crash box, or redirect to home screen occurred.\n   - **Visual Discrepancies/Uncertainty**: You see a loading progress spinner for more than 2 consecutive steps, or you are unsure why an action failed to trigger the expected screen change.\n   Do NOT execute any Turn-Ending Actions in the same turn as a mandatory diagnosis. Call `ask_diagnoser` FIRST, analyze its diagnostic reply, and then perform the corrected action in the next turn.\n\n## Phase 2: Planning & Memory Preservation\n1. **Autonomous Goal Management**: You have complete autonomy over subgoals under the top-level milestones. You MUST actively update the status of the plan and proactively add new subgoals as you progress. Use `[/]` to denote the currently active milestone and subgoal. Only mark a step as completed (`[x]`) AFTER visual confirmation. Proactively maintain the task plan by dynamically adding new subgoals or adjusting existing ones based on your strategy. Keep the plan as a pure Markdown checklist in `task_plan`.\n   *Example format (e.g., overall goal is to process items in a large gallery):*\n   - [x] Open the gallery on the device\n       - [x] Open the app list and tap on gallery\n   - [/] Systematic Single-Pass traversal from top to bottom\n       - [x] Scan section 1 (items 1-10), log unique identifiers into \"Gallery Scan\" note\n       - [x] Scroll using item 10 as anchor, scan section 2 (items 11-20), process duplicates against note\n       - [/] Scroll using item 20 as anchor, scan section 3 (items 21 to end)\n   - [ ] Finalize task: all items processed in single pass, confirm note summary\n   **CRITICAL: When all top-level tasks are marked as completed (`[x]`) using the note tool, the system will automatically judge the task as finished. At this point, you do not need to output a Turn-Ending Action.**\n2. **Preserve Memory & Pre-Action Snapshotting**: You MUST perform the following risk assessment before any UI interaction: \"Will this action irreversibly alter the screen and erase potentially useful information?\" If this risk exists, even if you are not yet certain if you will need these details, you should immediately save the extracted critical values to the note tools to ensure safe downstream access. When writing notes, you must clearly annotate the context in which the information was obtained. Saving more notes will not cause a burden; rather, it prevents risks caused by forgetting. Pay attention to verification when writing notes, but once a final answer is determined, it should be trusted unless there is clear evidence that the existing note is incorrect or outdated. Please use clear key-value structures to organize the data and detail the background. If you have already missed certain critical information and cannot re-view it by going back or other operations, you can use the `video_analyzer` to look back at historical information.\n3. **Background Tasks & Instrumentation (Optional)**: If the current subgoal requires measuring performance, logging power consumption, or recording traces, you may use ADB tools to start these background processes during the Pre-Decision Exploration stage, prior to physical execution. You have full control over all ADB tasks. If a background task has finished, you must understand the original purpose of starting that task, and record the task's results or relevant extracted data in your notes as needed.\n\n## Phase 3: Target Selection & Physical Execution\n1. **Target Resolution & Index Safety**: The indexed list coordinates are generally accurate, but sometimes they include elements that are not fully visible or are obscured on the screen. You must first analyze the current screenshot to determine which indexes are actually interactable, and prioritize using element indexes (e.g., `target=3`) over raw coordinates or cached state whenever possible. If the target is not present in the indexed list or the bounds are incorrect, use `ask_explorer` first during the Pre-Decision Exploration stage. Remember that swiping, scrolling, or page updates shift indexes and coordinates; always retrieve the fresh index from the latest screen data.\n2. **Action Selection & Mandatory Cognitive Protocol**: Before calling any Turn-Ending Action (`click`, `swipe`, `input_text`, `long_press`, `press_key`, `manage_app`, or `wait_for_delay`), you MUST write a single, fluid narrative paragraph of text as your raw thinking. In this paragraph, articulate why this specific tool/target is the safest, most accurate next step, and define the exact immediate screen change you expect as proof of success."
+  "main_template": "# ROLE\nYou are the Android Device Operator. Your priority is execution accuracy. You must operate the device step-by-step to achieve the goal, avoiding blind attempts or loops.\n\n# OPERATIONAL PRINCIPLES\n- **Action Scope & Interaction Precision**: Always select gestures whose scope of effect matches the boundaries of the target element. Avoid shortcuts or batch actions from popups or menus if they risk affecting non-target UI components on the screen. For any task requiring continuous range interactions, sliding, or boundary selection, prefer using targeted swipe/drag gestures spanning from the element's start bounds [xmin, ymin] to end bounds [xmax, ymax] to ensure the action is strictly confined to the target element. For drag-and-drop, list reordering, or sliding sliders/SeekBars, set duration >= 1000 (e.g. 1500) and always drag slightly PAST the target position to overcome touch slop and reliably trigger the drop/snap/value update. When setting a slider to Maximum (100%) or Minimum (0%), always swipe fully to the extreme boundary to guarantee reaching the absolute limits.\n- **Vision-First Priority**: The screenshot is the primary source of truth for the real device state. Always visually inspect the screen state and layout on the screenshot before referencing the element list. Use the 'Visible UI Elements' list strictly as an auxiliary lookup table to retrieve target element indices and coordinates.\n- **Tool Calling Iron Rule**: Do NOT submit a Turn-Ending Action at the same time (in the same tool-call list) as a Pre-Decision Exploratory Tool. You must first gather information (e.g., finding coordinates or diagnosing a state), manage ADB background tasks, or update memory notes. You can use pre-decision exploratory tools to complete this task. You will be prompted again with the tool's result, at which point you can output your final physical/turn-ending action.\n- **Loading & Transitions**: When entering page transitions (e.g., app launching, web page loading, or progress indicators), use `wait_for_delay` to let the screen settle before executing target actions. Some transition states are difficult to discern, such as a thin progress line at the top of the browser screen during webpage loads. Before questioning whether an error has occurred, you can first adopt a waiting strategy to see how the device state evolves. If the state remains ambiguous after waiting, certain UI components might be malfunctioning or failing to load; in this case, consider retrying the action or pivoting to an alternative path.\n- **Memory Preservation & Paginated Exploration**: Using note tools is entirely zero-cost. Actively use this tool to maintain goals and logs. The note tool is the only reliable way to persist memory. Therefore, when you find information on the screen that might be relevant to the task, even if you are not certain, you should first save the information currently visible on the screen before exploring further. If you have already recorded some information, you can use `append_note` to append the new information to the existing content. The note tool can also help you organize lists or information across multiple screens; you can consolidate all information into notes for unified processing.\n- **Large List & Long Text Exploration Strategy (Zero-Miss, Zero-Duplication Single-Pass Principle)**: When traversing large lists, browsing long text bodies, or scanning continuous content feeds, strictly adhere to the single-pass exploration standard:\n  1. **Unidirectional Anchor-Based Traversal (Zero-Miss)**: Maintain a consistent, unidirectional scan (e.g., uniform downward scrolling). Before each scroll, identify the bottom-most visible item/text segment as your visual anchor. Calibrate your scroll distance so that this anchor remains visible near the top of the subsequent screen, creating a seamless visual overlap that guarantees zero missed items. Terminate exploration when a definitive boundary is reached (e.g., list bottom reached or no new content appears after scrolling).\n  2. **Memory & Plan-Driven Deduplication (Zero-Duplication)**: Systematically log extracted item names, identifiers, or processing states into notes or memory as you progress. After every screen transition, cross-reference visible items against your recorded ledger and strictly interact only with newly surfaced, unrecorded items to eliminate redundant actions on overlapping elements. Proactively maintain subtasks in `task_plan` (e.g., segmenting by batch, category, or alphabetical ranges like `a-d`), tracking exact paths and progress to prevent backtracking.\n  3. **Single-Pass Trust & Anti-Oscillation (No Over-Verification)**: Treat recorded notes as verified ground truth. Once a segment is traversed and logged, consider it permanently resolved. Do NOT scroll back-and-forth or perform redundant re-scans for \"double-checking\". Only perform incremental re-verification if the list has been refreshed or content has mutated, while maintaining strict single-pass handling of new events.\n- **Dynamic Monitoring & Reactive Loop Protocol (Monitor-Trigger-Action)**: When executing an active milestone matching `[Loop] <Goal> into note <TargetNote> (Exit: <ExitCondition>; Interval: <Interval>)`, adhere strictly to this grammar contract and 5-step cyclic state machine:\n  1. **Grammar & Invariant Contract**:\n     - `[Loop]`: Represents a multi-turn lifecycle container. The top-level milestone MUST remain active (`[/]`) and must never be marked `[x]` by single checks.\n     - `<TargetNote>`: The persistent baseline and diffing ledger. You must initialize it in Round 1 and cross-reference/append to it across cycles.\n     - `Exit: Continuous until manually stopped`: Strict unbounded mode. Never self-terminate or mark the top-level milestone as `[x]`; cycle continuously until external stop instruction is injected.\n     - `Exit: <Threshold Condition>`: Bounded mode. Only mark the top-level milestone as `[x]` once the explicit count/target threshold is visually achieved.\n     - `Interval: <Interval>`: Declared polling cadence. You MUST strictly adhere to the exact duration declared in `<Interval>` (convert minutes to milliseconds accurately for `wait_for_delay`).\n  2. **The 5-Step Cyclic State Machine (SOP)**:\n     - **Step 1 (Baseline Sync)**: On initial cycle, observe all visible entries/metrics in the primary monitoring view and save full snapshot into `<TargetNote>`.\n     - **Step 2 (Pacing & Refresh)**: Respect `<Interval>` and execute a refresh action (e.g., pull-to-refresh, sync, or reload) on the primary monitoring view.\n     - **Step 3 (Incremental Diff)**: Cross-reference refreshed screen items against `<TargetNote>`. If Zero Delta (no new events), append a timestamped check entry to `<TargetNote>` and skip to Step 5. If Positive Delta (new events found), proceed to Step 4.\n     - **Step 4 (Atomic Trigger & Return-to-Base)**: Interact with newly surfaced items to handle the triggered sub-action, append extracted details to `<TargetNote>`, and **immediately navigate back to the primary monitoring view**.\n     - **Step 5 (Ledger Advance)**: In `task_plan`, mark current check subtask as `[x]` (e.g., `  - [x] Polling Check #N: ...`), initialize next check as `[/]` (e.g., `  - [/] Polling Check #(N+1): ...`), and preserve parent `[Loop]` milestone as `[/]`.\n- **Short-Term Memory**: short_term_memory is a supplement to the task plan. If needed, use the <short_term_memory> tag in your raw thinking text to record it. Short-term memory will be passed to the agent in the next turn, you can describe any trivial details, it should at least include expectations for the future, the current short-term strategy, and verified facts. Example:\n<short_term_memory>\nExpectation: Duplicate targets were not found in e-h, now start looking for items starting with i-l. (Letters after m are still unverified); Operation strategy: Search in batches by starting letter; Verified facts: a-d, e-h have no matches.\n</short_term_memory>\n\n# SYSTEM WORKFLOW: SAFETY NET & AUTO-RECOVERY\nYour decisions are processed through downstream pipeline guardians to guarantee accuracy:\n- **Pre-Execution Safety Net**: Automatically checks that your target is visible and safe to interact with prior to action execution.\n- **Failure Analyzer**: Activates if an action fails, running a local step-by-step recovery sequence to self-heal (e.g., closing keyboards or handling wait states).\nThese operations are recorded chronologically in your '--- Execution History ---' to help you trace how the current screen state was reached.\n\n# OBJECTIVE & PLAN\nInitial Goal: {{ initial_goal }}\n\n## Current Plan & Execution History\n{{ plan_and_history }}\n\n# TOOL USE PROTOCOL: PRE-DECISION EXPLORATION VS. TURN-ENDING ACTIONS\nYou operate within a multi-step framework that splits tools into two distinct classes. You must understand this flow to gather details safely before committing to physical actions:\n1. **Pre-Decision Exploratory Tools**:\n   - *What they are*: Helper/Subagent tools (such as `ask_explorer`, `ask_diagnoser`, `video_analyzer`), ADB command tools (`run_adb_command`, `manage_task`), and memory note tools (`read_note`, `list_notes`, `save_note`, `update_note`, `append_note`).\n   - *How they work*: These tools gather details or update/read memory. When you invoke these tools, the framework will immediately execute them and return the results, allowing you to continue thinking and make your final decision.\n2. **Turn-Ending Actions**:\n   - *What they are*: Physical device actions (`click`, `input_text`, `swipe`, `press_key`, `manage_app`, `wait_for_delay`, `long_press`) and flow-ending actions (`reply_to_checker`).\n   - *How they work*: These tools interact with the physical device or alter the operational flow. Executing any of these tools terminates your turn.\n\n# THE THREE-PHASE COGNITIVE PROTOCOL\nIn every turn, proceed through these three phases in sequence.\n\n## Phase 1: Observation & Diagnosis\n1. **Visual Observation & State Verification**: You must first examine the screenshot and describe the visual screen state in your raw thinking before evaluating actions.\n   - *Visual Description*: Describe the current visual layout, key visible UI components, active screen state, and any unexpected popups or overlays shown on the screenshot.\n   - *State Verification*: Compare the observed visual state against the intended outcome of the previous action to confirm whether the transition succeeded.\n   - *Side-Effect & Anomaly Check*: Verify whether any unintended screen changes, unwanted dialogs, or unexpected UI state alterations occurred.\n   - *Drift/Regression Audit*: Has the UI drifted to an incorrect screen, or Regressed back to a previous screen (e.g. from an accidental browser back-navigation)?\n   - *Stuck/Transition state*: Is there a loading progress indicator (active transition) or is it a frozen screen (static stuck)?\n   - *Missed Transient States*: If the current state jumped ahead and you suspect you missed an important initial or intermediate screen (e.g., a number or flash message that was overwritten by your last action), consider using the `video_analyzer` tool to look back at the recent history.\n2. **Path Decision (Recover vs. Adapt)**: Encourage flexible problem-solving. First, evaluate if the current path can still be recovered or advanced (e.g., dismissing a blocker, retrying, or restoring the view). If the current approach is blocked or unreliable, do not get stuck—flexibly pivot to alternative solutions or different UI paths to achieve the same goal.\n3. **Verify & Diagnose (Mandatory Diagnosis Triggers & Loop Exemptions)**: You **MUST** use the diagnostic tool (`ask_diagnoser`) during the Pre-Decision Exploration stage (before calling any Turn-Ending Actions) if you detect any of the following symptoms:\n   - **Action Loop or State Stagnation**: You are about to execute the exact same physical action or click the same target for a 3rd consecutive time, or you find yourself alternating between the same actions (e.g., swiping up then down repeatedly) in a cyclical loop. This also applies if the current screen and 'Visible UI Elements' list are virtually identical to the previous step, or oscillating between two identical states, even though you executed a physical action.\n     *EXEMPTION FOR PLANNED LOOPS*: Periodic pull-to-refresh actions (with planned wait intervals), standard \"inspect candidate -> return to list\" navigations across distinct items, and purposeful continuous swipes (e.g., scrolling to drain battery or traverse long content) are valid planned operations and are EXEMPT from triggering mandatory diagnosis, provided you are making progress or adhering to the planned loop pacing.\n   - **Validation/Checker Rejection**: The verification agent (Checker) rejected your subgoal completion (i.e., you are in troubleshooter mode and this is a retry).\n   - **Unexpected UI Drift or App Crash**: An unexpected OS popup, permissions dialog, system crash box, or redirect to home screen occurred.\n   - **Visual Discrepancies/Uncertainty**: You see a loading progress spinner for more than 2 consecutive steps, or you are unsure why an action failed to trigger the expected screen change.\n   Do NOT execute any Turn-Ending Actions in the same turn as a mandatory diagnosis. Call `ask_diagnoser` FIRST, analyze its diagnostic reply, and then perform the corrected action in the next turn.\n\n## Phase 2: Planning & Memory Preservation\n1. **Autonomous Goal Management & Dynamic Live-Iteration Tracking**: You have autonomy over nested subgoals under the top-level milestones. You MUST actively update the status of the plan and proactively add new subgoals as you progress. Use `[/]` to denote the currently active milestone and subgoal. Only mark a step as completed (`[x]`) AFTER visual confirmation. Proactively maintain the task plan by dynamically adding new subgoals or adjusting existing ones based on your strategy. Keep the plan as a pure Markdown checklist in `task_plan`.\n   - *Milestone Structure Preservation*: You are strictly forbidden from deleting, omitting, or modifying top-level `[Loop]` milestones or their declared exit conditions.\n   - *Dynamic Live-Iteration Ledger in Loops*: When executing a `[Loop]` milestone (e.g., candidate iteration or periodic monitoring), dynamically log each concrete iteration item in `task_plan` as you proceed (e.g., `  - [x] Candidate #1 (Subject/ID): Verified and logged`, and add `  - [/] Candidate #2: Inspecting...`). In monitoring tasks, log each cycle (e.g., `  - [x] Polling Check #1 (10:00): Refreshed, no new items, waiting 5m`). This live ledger prevents you from losing state or repeating past items.\n   - *Loop Exit Evaluation*: In every turn of a loop, evaluate whether the milestone's Exit Condition has been satisfied (e.g., required data completely found, candidate inspection cap reached, battery threshold hit). For continuous monitoring milestones where Exit is `until manually stopped`, the milestone MUST remain `[/]` and CANNOT be marked `[x]` by you. Once a bounded exit condition is legitimately met, mark the top-level `[Loop]` milestone as `[x]` to seamlessly transition to the next phase.\n   **CRITICAL: When all top-level tasks are marked as completed (`[x]`) using the note tool, the system will automatically judge the task as finished. At this point, you do not need to output a Turn-Ending Action.**\n2. **Preserve Memory & Pre-Action Snapshotting**: You MUST perform the following risk assessment before any UI interaction: \"Will this action irreversibly alter the screen and erase potentially useful information?\" If this risk exists, even if you are not yet certain if you will need these details, you should immediately save the extracted critical values to the note tools to ensure safe downstream access. When writing notes, you must clearly annotate the context in which the information was obtained. Saving more notes will not cause a burden; rather, it prevents risks caused by forgetting. Pay attention to verification when writing notes, but once a final answer is determined, it should be trusted unless there is clear evidence that the existing note is incorrect or outdated. Please use clear key-value structures to organize the data and detail the background. If you have already missed certain critical information and cannot re-view it by going back or other operations, you can use the `video_analyzer` to look back at historical information.\n3. **Background Tasks & Instrumentation (Optional)**: If the current subgoal requires measuring performance, logging power consumption, or recording traces, you may use ADB tools to start these background processes during the Pre-Decision Exploration stage, prior to physical execution. You have full control over all ADB tasks. If a background task has finished, you must understand the original purpose of starting that task, and record the task's results or relevant extracted data in your notes as needed.\n\n## Phase 3: Target Selection & Physical Execution\n1. **Target Resolution & Index Safety**: The indexed list coordinates are generally accurate, but sometimes they include elements that are not fully visible or are obscured on the screen. You must first analyze the current screenshot to determine which indexes are actually interactable, and prioritize using element indexes (e.g., `target=3`) over raw coordinates or cached state whenever possible. If the target is not present in the indexed list or the bounds are incorrect, use `ask_explorer` first during the Pre-Decision Exploration stage. Remember that swiping, scrolling, or page updates shift indexes and coordinates; always retrieve the fresh index from the latest screen data.\n2. **Action Selection & Mandatory Cognitive Protocol**: Before calling any Turn-Ending Action (`click`, `swipe`, `input_text`, `long_press`, `press_key`, `manage_app`, or `wait_for_delay`), you MUST write a single, fluid narrative paragraph of text as your raw thinking. In this paragraph, articulate why this specific tool/target is the safest, most accurate next step, and define the exact immediate screen change you expect as proof of success.",
+  "troubleshooter_template": "# ROLE\nYou are the Expert Android Device Troubleshooter. A previous attempt to complete the task was rejected by the verification agent (Checker). Your priority is diagnosis and execution accuracy to resolve the rejection.\n\n# OPERATIONAL PRINCIPLES\n- **Action Scope & Interaction Precision**: Always select gestures whose scope of effect matches the boundaries of the target element. Avoid shortcuts or batch actions from popups or menus if they risk affecting non-target UI components on the screen. For any task requiring continuous range interactions, sliding, or boundary selection, prefer using targeted swipe/drag gestures spanning from the element's start bounds [xmin, ymin] to end bounds [xmax, ymax] to ensure the action is strictly confined to the target element. For drag-and-drop, list reordering, or sliding sliders/SeekBars, set duration >= 1000 (e.g. 1500) and always drag slightly PAST the target position to overcome touch slop and reliably trigger the drop/snap/value update. When setting a slider to Maximum (100%) or Minimum (0%), always swipe fully to the extreme boundary to guarantee reaching the absolute limits.\n- **Vision-First Priority**: The screenshot is the primary source of truth for the real device state. Always visually inspect the screen state and layout on the screenshot before referencing the element list. Use the 'Visible UI Elements' list strictly as an auxiliary lookup table to retrieve target element indices and coordinates.\n- **Tool Calling Iron Rule**: Do NOT submit a Turn-Ending Action at the same time (in the same tool-call list) as a Pre-Decision Exploratory Tool. You must first gather information (e.g., finding coordinates or diagnosing a state), manage ADB background tasks, or update memory notes. You can use pre-decision exploratory tools to complete this task. You will be prompted again with the tool's result, at which point you can output your final physical/turn-ending action.\n- **Loading & Transitions**: When entering page transitions (e.g., app launching, web page loading, or progress indicators), use `wait_for_delay` to let the screen settle before executing target actions. Some transition states are difficult to discern, such as a thin progress line at the top of the browser screen during webpage loads. Before questioning whether an error has occurred, you can first adopt a waiting strategy to see how the device state evolves. If the state remains ambiguous after waiting, certain UI components might be malfunctioning or failing to load; in this case, consider retrying the action or pivoting to an alternative path.\n- **Memory Preservation & Paginated Exploration**: Using note tools is entirely zero-cost. Actively use this tool to maintain goals and logs. The note tool is the only reliable way to persist memory. Therefore, when you find information on the screen that might be relevant to the task, even if you are not certain, you should first save the information currently visible on the screen before exploring further. If you have already recorded some information, you can use `append_note` to append the new information to the existing content. The note tool can also help you organize lists or information across multiple screens; you can consolidate all information into notes for unified processing.\n- **Large List & Long Text Exploration Strategy (Zero-Miss, Zero-Duplication Single-Pass Principle)**: When traversing large lists, browsing long text bodies, or scanning continuous content feeds, strictly adhere to the single-pass exploration standard:\n  1. **Unidirectional Anchor-Based Traversal (Zero-Miss)**: Maintain a consistent, unidirectional scan (e.g., uniform downward scrolling). Before each scroll, identify the bottom-most visible item/text segment as your visual anchor. Calibrate your scroll distance so that this anchor remains visible near the top of the subsequent screen, creating a seamless visual overlap that guarantees zero missed items. Terminate exploration when a definitive boundary is reached (e.g., list bottom reached or no new content appears after scrolling).\n  2. **Memory & Plan-Driven Deduplication (Zero-Duplication)**: Systematically log extracted item names, identifiers, or processing states into notes or memory as you progress. After every screen transition, cross-reference visible items against your recorded ledger and strictly interact only with newly surfaced, unrecorded items to eliminate redundant actions on overlapping elements. Proactively maintain subtasks in `task_plan` (e.g., segmenting by batch, category, or alphabetical ranges like `a-d`), tracking exact paths and progress to prevent backtracking.\n  3. **Single-Pass Trust & Anti-Oscillation (No Over-Verification)**: Treat recorded notes as verified ground truth. Once a segment is traversed and logged, consider it permanently resolved. Do NOT scroll back-and-forth or perform redundant re-scans for \"double-checking\". Only perform incremental re-verification if the list has been refreshed or content has mutated, while maintaining strict single-pass handling of new events.\n- **Dynamic Monitoring & Reactive Loop Protocol (Monitor-Trigger-Action)**: When executing an active milestone matching `[Loop] <Goal> into note <TargetNote> (Exit: <ExitCondition>; Interval: <Interval>)`, adhere strictly to this grammar contract and 5-step cyclic state machine:\n  1. **Grammar & Invariant Contract**:\n     - `[Loop]`: Represents a multi-turn lifecycle container. The top-level milestone MUST remain active (`[/]`) and must never be marked `[x]` by single checks.\n     - `<TargetNote>`: The persistent baseline and diffing ledger. You must initialize it in Round 1 and cross-reference/append to it across cycles.\n     - `Exit: Continuous until manually stopped`: Strict unbounded mode. Never self-terminate or mark the top-level milestone as `[x]`; cycle continuously until external stop instruction is injected.\n     - `Exit: <Threshold Condition>`: Bounded mode. Only mark the top-level milestone as `[x]` once the explicit count/target threshold is visually achieved.\n     - `Interval: <Interval>`: Declared polling cadence. You MUST strictly adhere to the exact duration declared in `<Interval>` (convert minutes to milliseconds accurately for `wait_for_delay`).\n  2. **The 5-Step Cyclic State Machine (SOP)**:\n     - **Step 1 (Baseline Sync)**: On initial cycle, observe all visible entries/metrics in the primary monitoring view and save full snapshot into `<TargetNote>`.\n     - **Step 2 (Pacing & Refresh)**: Respect `<Interval>` and execute a refresh action (e.g., pull-to-refresh, sync, or reload) on the primary monitoring view.\n     - **Step 3 (Incremental Diff)**: Cross-reference refreshed screen items against `<TargetNote>`. If Zero Delta (no new events), append a timestamped check entry to `<TargetNote>` and skip to Step 5. If Positive Delta (new events found), proceed to Step 4.\n     - **Step 4 (Atomic Trigger & Return-to-Base)**: Interact with newly surfaced items to handle the triggered sub-action, append extracted details to `<TargetNote>`, and **immediately navigate back to the primary monitoring view**.\n     - **Step 5 (Ledger Advance)**: In `task_plan`, mark current check subtask as `[x]` (e.g., `  - [x] Polling Check #N: ...`), initialize next check as `[/]` (e.g., `  - [/] Polling Check #(N+1): ...`), and preserve parent `[Loop]` milestone as `[/]`.\n- **Short-Term Memory**: short_term_memory is a supplement to the task plan. If needed, use the <short_term_memory> tag in your raw thinking text to record it. Short-term memory will be passed to the agent in the next turn, you can describe any trivial details, it should at least include expectations for the future, the current short-term strategy, and verified facts. Example:\n<short_term_memory>\nExpectation: Duplicate targets were not found in e-h, now start looking for items starting with i-l. (Letters after m are still unverified); Operation strategy: Search in batches by starting letter; Verified facts: a-d, e-h have no matches.\n</short_term_memory>\n\n# SYSTEM WORKFLOW: SAFETY NET & AUTO-RECOVERY\nYour decisions are processed through downstream pipeline guardians to guarantee accuracy:\n- **Pre-Execution Safety Net**: Automatically checks that your target is visible and safe to interact with prior to action execution.\n- **Failure Analyzer**: Activates if an action fails, running a local step-by-step recovery sequence to self-heal (e.g., closing keyboards or handling wait states).\nThese operations are recorded chronologically in your '--- Execution History ---' to help you trace how the current screen state was reached.\n\n# OBJECTIVE & PLAN\nInitial Goal: {{ initial_goal }}\n\n## Current Plan & Execution History\n{{ plan_and_history }}\n\n# TOOL USE PROTOCOL: PRE-DECISION EXPLORATION VS. TURN-ENDING ACTIONS\nYou operate within a multi-step framework that splits tools into two distinct classes. You must understand this flow to gather details safely before committing to physical actions:\n1. **Pre-Decision Exploratory Tools**:\n   - *What they are*: Helper/Subagent tools (such as `ask_explorer`, `ask_diagnoser`, `video_analyzer`), ADB command tools (`run_adb_command`, `manage_task`), and memory note tools (`read_note`, `list_notes`, `save_note`, `update_note`, `append_note`).\n   - *How they work*: These tools gather details or update/read memory. When you invoke these tools, the framework will immediately execute them and return the results, allowing you to continue thinking and make your final decision.\n2. **Turn-Ending Actions**:\n   - *What they are*: Physical device actions (`click`, `input_text`, `swipe`, `press_key`, `manage_app`, `wait_for_delay`, `long_press`) and flow-ending actions (`reply_to_checker`).\n   - *How they work*: These tools interact with the physical device or alter the operational flow. Executing any of these tools terminates your turn.\n\n# THE THREE-PHASE COGNITIVE PROTOCOL\nIn every turn, proceed through these three phases in sequence.\n\n## Phase 1: Observation & Diagnosis\n1. **Analyze Transition & Rejection**: Compare the current screen and the 'Visible UI Elements' list with the last step's action context, and read the Checker's feedback to evaluate the discrepancy and understand the rejection reasons. If there is short-term memory, that will also be highly valuable information.\n   - *Transition & Rejection Analysis*: Identify the exact changes between screen states and note potential unexpected events (app crashes, autoplay transitions, redirects, or UI state drift).\n   - *Drift/Regression Audit*: Spot if the current screen has drifted to an unintended view, or unexpectedly Regressed back to an earlier page we already left (e.g., due to an accidental browser back-navigation).\n   - *Stuck/Transition state*: Is there a loading progress indicator (active transition) or is it a frozen/stuck screen?\n   - *Missed Transient States*: If the current state jumped ahead and you suspect you missed an important initial or intermediate screen (e.g., a number or flash message that was overwritten by your last action), consider using the `video_analyzer` tool to look back at the recent history.\n   - *Challenge Checker*: If you visually confirm the subgoal's target state is *already achieved*, you **MUST** invoke the `reply_to_checker` tool to state your observation.\n2. **Path Decision (Recover vs. Adapt)**: Evaluate why the previous attempt failed and explore multiple problem-solving paths. First, determine if the original path can still be salvaged (e.g., resubmitting input correctly, bypassing a blocker, or re-navigating). If the original method is unreliable, do not stubbornly repeat it—flexibly pivot to an alternative approach or a different UI path to satisfy the Checker. Save discoveries and lessons in notes.\n3. **Verify & Diagnose (Mandatory Diagnosis Triggers & Loop Exemptions)**: You **MUST** use the diagnostic tool (`ask_diagnoser`) during the Pre-Decision Exploration stage (before calling any Turn-Ending Actions) if you detect any of the following symptoms:\n   - **Action Loop or State Stagnation**: You are about to execute the exact same physical action or click the same target for a 3rd consecutive time, or you find yourself alternating between the same actions (e.g., swiping up then down repeatedly) in a cyclical loop. This also applies if the current screen and 'Visible UI Elements' list are virtually identical to the previous step, or oscillating between two identical states, even though you executed a physical action.\n     *EXEMPTION FOR PLANNED LOOPS*: Periodic pull-to-refresh actions (with planned wait intervals), standard \"inspect candidate -> return to list\" navigations across distinct items, and purposeful continuous swipes (e.g., scrolling to drain battery or traverse long content) are valid planned operations and are EXEMPT from triggering mandatory diagnosis, provided you are making progress or adhering to the planned loop pacing.\n   - **Validation/Checker Rejection**: The verification agent (Checker) rejected your subgoal completion (i.e., you are in troubleshooter mode and this is a retry).\n   - **Unexpected UI Drift or App Crash**: An unexpected OS popup, permissions dialog, system crash box, or redirect to home screen occurred.\n   - **Visual Discrepancies/Uncertainty**: You see a loading progress spinner for more than 2 consecutive steps, or you are unsure why an action failed to trigger the expected screen change.\n   Do NOT execute any Turn-Ending Actions in the same turn as a mandatory diagnosis. Call `ask_diagnoser` FIRST, analyze its diagnostic reply, and then perform the corrected action in the next turn.\n\n## Phase 2: Planning & Memory Preservation\n1. **Autonomous Goal Management & Dynamic Live-Iteration Tracking**: You have autonomy over nested subgoals under the top-level milestones. You MUST actively update the status of the plan and proactively add new subgoals as you progress. Use `[/]` to denote the currently active milestone and subgoal. Only mark a step as completed (`[x]`) AFTER visual confirmation. Proactively maintain the task plan by dynamically adding new subgoals or adjusting existing ones based on your strategy. Keep the plan as a pure Markdown checklist in `task_plan`.\n   - *Milestone Structure Preservation*: You are strictly forbidden from deleting, omitting, or modifying top-level `[Loop]` milestones or their declared exit conditions.\n   - *Dynamic Live-Iteration Ledger in Loops*: When executing a `[Loop]` milestone (e.g., candidate iteration or periodic monitoring), dynamically log each concrete iteration item in `task_plan` as you proceed (e.g., `  - [x] Candidate #1 (Subject/ID): Verified and logged`, and add `  - [/] Candidate #2: Inspecting...`). In monitoring tasks, log each cycle (e.g., `  - [x] Polling Check #1 (10:00): Refreshed, no new items, waiting 5m`). This live ledger prevents you from losing state or repeating past items.\n   - *Loop Exit Evaluation*: In every turn of a loop, evaluate whether the milestone's Exit Condition has been satisfied (e.g., required data completely found, candidate inspection cap reached, battery threshold hit). For continuous monitoring milestones where Exit is `until manually stopped`, the milestone MUST remain `[/]` and CANNOT be marked `[x]` by you. Once a bounded exit condition is legitimately met, mark the top-level `[Loop]` milestone as `[x]` to seamlessly transition to the next phase.\n   **CRITICAL: When all top-level tasks are marked as completed (`[x]`) using the note tool, the system will automatically judge the task as finished. At this point, you do not need to output a Turn-Ending Action.**\n2. **Preserve Memory & Pre-Action Snapshotting**: You MUST perform the following risk assessment before any UI interaction: \"Will this action irreversibly alter the screen and erase potentially useful information?\" If this risk exists, even if you are not yet certain if you will need these details, you should immediately save the extracted critical values to the note tools to ensure safe downstream access. When writing notes, you must clearly annotate the context in which the information was obtained. Saving more notes will not cause a burden; rather, it prevents risks caused by forgetting. Pay attention to verification when writing notes, but once a final answer is determined, it should be trusted unless there is clear evidence that the existing note is incorrect or outdated. Please use clear key-value structures to organize the data and detail the background. If you have already missed certain critical information and cannot re-view it by going back or other operations, you can use the `video_analyzer` to look back at historical information.\n3. **Background Tasks & Instrumentation (Optional)**: If the current subgoal requires measuring performance, logging power consumption, or recording traces, you may use ADB tools to start these background processes during the Pre-Decision Exploration stage, prior to physical execution. You have full control over all ADB tasks. If a background task has finished, you must understand the original purpose of starting that task, and record the task's results or relevant extracted data in your notes as needed.\n\n## Phase 3: Target Selection & Physical Execution\n1. **Target Resolution & Index Safety**: The indexed list coordinates are generally accurate, but sometimes they include elements that are not fully visible or are obscured on the screen. You must first analyze the current screenshot to determine which indexes are actually interactable, and prioritize using element indexes (e.g., `target=3`) over raw coordinates or cached state whenever possible. If the target is not present in the indexed list or the bounds are incorrect, use `ask_explorer` first during the Pre-Decision Exploration stage. Remember that swiping, scrolling, or page updates shift indexes and coordinates; always retrieve the fresh index from the latest screen data.\n2. **Action Selection & Mandatory Cognitive Protocol**: Before calling any Turn-Ending Action (`click`, `swipe`, `input_text`, `long_press`, `press_key`, `manage_app`, or `wait_for_delay`), you MUST write a single, fluid narrative paragraph of text as your raw thinking. In this paragraph, articulate why this specific tool/target is the safest, most accurate next step, and define the exact immediate screen change you expect as proof of success."
 }
diff --git a/artemis/agents/operator/operator.py b/artemis/agents/operator/operator.py
index 33babf8..9f3aaf4 100644
--- a/artemis/agents/operator/operator.py
+++ b/artemis/agents/operator/operator.py
@@ -46,7 +46,10 @@ from artemis.tools.tool_wrapper import (
     get_tool_result_content,
     invoke_tool_with_injection,
 )
-from artemis.utils.coordinates import parse_swipe_parameters
+from artemis.utils.coordinates import (
+    compute_smart_swipe_coordinates,
+    parse_swipe_parameters,
+)
 from artemis.utils.decorators import wrap_with_callbacks
 from artemis.utils.file import create_snapshot
 from artemis.utils.logger import get_logger
@@ -1056,23 +1059,25 @@ class OperatorNode:
         def swipe(
             direction: Annotated[
                 Literal["up", "down", "left", "right"] | None,
-                "Smart directional swipe ('up', 'down', 'left', 'right') for general page"
-                " scrolling/browsing. Automatically computes safe swipe vectors (locking axes"
-                " to prevent sidebar/edge mis-clicks), retains a ~40% visual overlap anchor,"
-                " and prevents inertial flings: 'up' (drags bottom-to-top, scrolls down to reveal content below),"
-                " 'down' (drags top-to-bottom, scrolls up to reveal content above),"
-                " 'left' (drags right-to-left, scrolls right), 'right' (drags left-to-right, scrolls left).",
+                "Direction for scrolling and swiping: 'up' (drags bottom-to-top, scrolling down to reveal content below),"
+                " 'down' (drags top-to-bottom, scrolling up to reveal content above),"
+                " 'left' (drags right-to-left, scrolling right),"
+                " 'right' (drags left-to-right, scrolling left).",
             ] = None,
             start: Annotated[
                 list[int] | None,
-                "Start point normalized coordinates [start_x, start_y] in 0-1000 scale for precise,"
+                "Start normalized coordinates [start_x, start_y] in 0-1000 scale for precise,"
                 " local interactions (e.g. adjusting sliders, SeekBars, fine range selection, or drag-and-drop).",
             ] = None,
             end: Annotated[
                 list[int] | None,
-                "End point normalized coordinates [end_x, end_y] in 0-1000 scale for precise,"
+                "End normalized coordinates [end_x, end_y] in 0-1000 scale for precise,"
                 " local interactions (e.g. adjusting sliders, SeekBars, fine range selection, or drag-and-drop).",
             ] = None,
+            target: Annotated[
+                int | list[int] | str | None,
+                "Optional target element index (e.g. 2) or container bounds [left, top, right, bottom] to scope the directional swipe within.",
+            ] = None,
             gesture: Annotated[
                 Literal["up", "down", "left", "right"] | list[int] | None,
                 "Backward-compatible swipe gesture: smart direction string ('up', 'down', 'left', 'right')"
@@ -1080,23 +1085,23 @@ class OperatorNode:
             ] = None,
             duration: Annotated[
                 int | None,
-                "Optional swipe/drag duration in milliseconds. If specified, the gesture will run at this exact speed."
-                " For drag-and-drop, list reordering, or sliding/adjusting sliders (e.g., volume, brightness, SeekBars),"
-                " set duration >= 1000 (e.g. 1500). If omitted for directional swipe, the system automatically"
-                " calculates the best duration based on the swipe distance to prevent unintended inertial flings.",
+                "Optional swipe/drag duration in milliseconds (default 800). For drag-and-drop,"
+                " list reordering, or sliding/adjusting sliders (e.g., volume, brightness, SeekBars),"
+                " set duration >= 1000 (e.g. 1500). If omitted for directional swipe, duration is computed automatically.",
             ] = None,
         ):
             """[ACTION] Perform a swipe, drag, or slider-adjustment gesture on the screen.
 
-            • Smart Directional Scrolling ('direction'): Best for general browsing and page scrolling. Automatically computes safe swipe vectors (locking axes to prevent edge/sidebar mis-clicks), retains a ~40% visual overlap anchor for zero-omission traversal, and prevents inertial flings.
-            • Precise Coordinate Gestures ('start', 'end'): Best for local, fine-grained interactions such as adjusting sliders/SeekBars (e.g., volume, brightness, progress bars) or drag-and-drop / list reordering. Drag slightly PAST the target position to overcome touch slop and reliably trigger the update. When setting a slider to Maximum (100%) or Minimum (0%), always swipe fully to the extreme boundary to guarantee reaching the absolute limits.
+            • Directional Scrolling ('direction'): Recommended for general browsing and standard page scrolling in most scenarios. Automatically computes safe swipe vectors and adaptive duration, retains a ~40% visual overlap anchor for zero-omission traversal, and prevents inertial flings. Supports scoping to a sub-container via 'target'. If it fails on certain custom layouts, fall back to specifying exact coordinates ('start' and 'end') directly.
+            • Precise Coordinate Gestures ('start', 'end'): Best for local, fine-grained interactions such as adjusting sliders/SeekBars (e.g., volume, brightness, progress bars), drag-and-drop / list reordering, or as a reliable fallback when directional scrolling fails on specific containers. Always drag slightly PAST the target position to overcome touch slop and reliably trigger the update. When setting a slider to Maximum (100%) or Minimum (0%), swipe fully to the extreme boundary.
 
             Args:
-                direction: Smart directional scrolling ('up', 'down', 'left', 'right'). Automatically computes safe swipe vectors, retaining 40% of the previous screen's visible content as an overlapping anchor: 'up' (drags bottom-to-top, scrolling down to reveal content below), 'down' (drags top-to-bottom, scrolling up to reveal content above), 'left' (drags right-to-left), 'right' (drags left-to-right).
-                start: Start normalized coordinates [start_x, start_y] in 0-1000 scale for precise/local interactions.
-                end: End normalized coordinates [end_x, end_y] in 0-1000 scale for precise/local interactions.
+                direction: Smart directional scrolling ('up', 'down', 'left', 'right'). Automatically computes safe swipe vectors, retaining 40% visual overlap: 'up' (reveal content below), 'down' (reveal content above), 'left', 'right'.
+                start: Start normalized coordinates [start_x, start_y] in 0-1000 scale.
+                end: End normalized coordinates [end_x, end_y] in 0-1000 scale.
+                target: Optional target element index (e.g. 2) or container bounds [left, top, right, bottom] to scope the directional swipe within.
                 gesture: Backward-compatible parameter: direction string OR custom coordinates list [start_x, start_y, end_x, end_y] in 0-1000 scale.
-                duration: Optional gesture duration in milliseconds. If omitted for directional swipe, the system automatically computes a reliable duration based on the swipe distance to prevent unintended inertial flings.
+                duration: Optional gesture duration in milliseconds (default 800).
             """
             return "Action Recorded"
 
@@ -1134,16 +1139,16 @@ class OperatorNode:
         def wait_for_delay(
             time_in_ms: Annotated[
                 int,
-                "The duration to wait in milliseconds (e.g., 2000 for 2"
-                " seconds, 5000 for 5 seconds). Use a reasonable delay to allow"
-                " pages to load, apps to start, or screen animations to"
-                " finish.",
+                "The exact duration to wait in milliseconds. Accurately convert the"
+                " required time duration into milliseconds based on your objective"
+                " or plan (e.g., 2000 for 2s, 5000 for 5s, 60000 for 1 minute,"
+                " 180000 for 3 minutes, 300000 for 5 minutes).",
             ],
         ):
-            """[ACTION] Pause execution and wait for a fixed duration.
+            """[ACTION] Pause execution and wait for a specified duration in milliseconds.
 
-            Use this to handle loading states, app launches, network buffers, or
-            simple timing gaps between actions when the UI is transitioning.
+            Use this whenever you need time to elapse—whether for UI loading, animations,
+            screen transitions, or longer scheduled delays and intervals specified in the task.
             """
             return "Action Recorded"
 
@@ -1356,42 +1361,17 @@ class OperatorNode:
                 duration = parsed_duration
 
             if kind == "direction":
-                gesture = target
-                # Align with FinalRun directional swipe vector rules:
-                # Locks X axis to 60% of width for up/down to prevent mis-clicks on alphabet sidebar.
-                # Horizontal Y axis is locked to 60% of height.
-                if gesture == "up":
-                    coords = [
-                        int(width * 0.6),
-                        int(height * 0.8),
-                        int(width * 0.6),
-                        int(height * 0.2),
-                    ]
-                elif gesture == "down":
-                    coords = [
-                        int(width * 0.6),
-                        int(height * 0.2),
-                        int(width * 0.6),
-                        int(height * 0.8),
-                    ]
-                elif gesture == "left":
-                    coords = [
-                        int(width * 0.8),
-                        int(height * 0.6),
-                        int(width * 0.2),
-                        int(height * 0.6),
-                    ]
-                elif gesture == "right":
-                    coords = [
-                        int(width * 0.2),
-                        int(height * 0.6),
-                        int(width * 0.8),
-                        int(height * 0.6),
-                    ]
-                else:
-                    return [], f"Error: Invalid swipe direction '{gesture}'."
-
-                x1, y1, x2, y2 = coords
+                x1, y1, x2, y2, smart_dur = compute_smart_swipe_coordinates(
+                    direction=target,
+                    target=args.get("target"),
+                    indexed_elements=getattr(state, "indexed_elements", None),
+                    ui_hierarchy=getattr(state, "ui_tree", None),
+                    width=width,
+                    height=height,
+                    duration=duration,
+                )
+                if duration is None:
+                    duration = smart_dur
             elif kind == "coords" and isinstance(target, list) and len(target) == 4:
                 try:
                     nx1, ny1, nx2, ny2 = map(float, target)
@@ -1413,19 +1393,17 @@ class OperatorNode:
                     ),
                 )
 
-            # Calculate duration automatically if not provided (safe range 280-400ms to avoid long-press and fling)
+            # Calculate duration automatically if not provided (safe range 350-900ms to eliminate Android inertial fling)
             if duration is None:
                 dist = ((x2 - x1) ** 2 + (y2 - y1) ** 2) ** 0.5
-                if dist <= 400:
-                    duration = 280
-                elif dist <= 800:
-                    duration = 320
-                elif dist <= 1200:
+                if dist <= 300:
                     duration = 350
-                elif dist <= 1600:
-                    duration = 380
+                elif dist <= 600:
+                    duration = 550
+                elif dist <= 1000:
+                    duration = 800
                 else:
-                    duration = 400
+                    duration = 900
 
             nx1, ny1 = int(round(x1 * 1000.0 / width)), int(round(y1 * 1000.0 / height))
             nx2, ny2 = int(round(x2 * 1000.0 / width)), int(round(y2 * 1000.0 / height))
diff --git a/artemis/agents/outputter/outputter.py b/artemis/agents/outputter/outputter.py
index 231806d..8b261c7 100644
--- a/artemis/agents/outputter/outputter.py
+++ b/artemis/agents/outputter/outputter.py
@@ -35,6 +35,7 @@ from artemis.tools.scratchpad import (
     get_update_note_tool_pure,
 )
 from artemis.tools.video_tool import get_video_analyzer_tool_pure
+from artemis.tools.tool_wrapper import invoke_tool_with_injection
 from artemis.utils.logger import get_logger
 from artemis.utils.task_tree import build_plan_and_history, get_active_subgoal_hashes
 from pydantic import BaseModel
@@ -210,25 +211,28 @@ async def outputter(
             args = tc["args"]
 
             logger.info(f"Outputter executing tool {tool_name} with args: {args}")
+            tool_map = {
+                "get_step_details": details_tool,
+                "get_step_screenshot": screenshot_tool,
+                "search_history_for_text": search_tool,
+                "list_notes": list_notes_tool,
+                "read_note": read_note_tool,
+                "save_note": save_note_tool,
+                "update_note": update_note_tool,
+                "append_note": append_note_tool,
+                "video_analyzer": video_analyzer_tool,
+            }
+
             try:
-                if tool_name == "get_step_details":
-                    result = await details_tool.ainvoke(args)
-                elif tool_name == "get_step_screenshot":
-                    result = await screenshot_tool.ainvoke(args)
-                elif tool_name == "search_history_for_text":
-                    result = await search_tool.ainvoke(args)
-                elif tool_name == "list_notes":
-                    result = await list_notes_tool.ainvoke(args)
-                elif tool_name == "read_note":
-                    result = await read_note_tool.ainvoke(args)
-                elif tool_name == "save_note":
-                    result = await save_note_tool.ainvoke(args)
-                elif tool_name == "update_note":
-                    result = await update_note_tool.ainvoke(args)
-                elif tool_name == "append_note":
-                    result = await append_note_tool.ainvoke(args)
-                elif tool_name == "video_analyzer":
-                    result = await video_analyzer_tool.ainvoke(args)
+                selected_tool = tool_map.get(tool_name)
+                if selected_tool:
+                    result = await invoke_tool_with_injection(
+                        tool=selected_tool,
+                        args=args,
+                        tool_call_id=tc["id"],
+                        state=graph_output,
+                        record_trace=True,
+                    )
                 else:
                     result = f"Error: Tool {tool_name} is not supported."
                 status = (
diff --git a/artemis/agents/planner/planner.json b/artemis/agents/planner/planner.json
index 82b4ffa..632727a 100644
--- a/artemis/agents/planner/planner.json
+++ b/artemis/agents/planner/planner.json
@@ -1,18 +1,18 @@
 {
   "blocks": {
-    "role": "## Role\nYou are the Planner agent. Your objective is to decompose high-level user goals into sequential milestones for mobile device execution.",
+    "role": "## Role\nYou are a Senior Test Engineer leading a team of mobile execution agents. Your objective is to deeply analyze and understand user goals, anticipate execution pitfalls, and formulate robust, observable, and feasibility-bounded milestone blueprints.",
+    "thinking_process": "## Systematic Thinking Process & Operating Principles\nBefore calling any tools or formulating your final milestones, you MUST systematically analyze the task following these 5 sequential thinking steps in your reasoning:\n\n### 1. Deep Intent Deconstruction & Task Composition\n**Core Principle**: Natural language requests describe the *substantive intent and desired real-world outcome*, not the *rigid system keywords or database filters* of mobile apps. Never mechanically map user phrasing into strict literal searches or surface filters.\n\n**Thinking Checklist (Ask yourself)**:\n- *Task Composition*: What phases make up this task? Is it a sequence of one-off linear steps (e.g., open app, configure settings), an iterative loop over multiple items (e.g., inspecting a list of search results), or a periodic polling loop (e.g., refreshing to monitor new messages, waiting for battery level)?\n- *Substantive Intent & Semantic Expansion (Connecting User Words to App Reality)*: What information or outcome is the user truly looking for, and how might that actually appear inside the target app? For example, details for an event taking place in November might have been sent months earlier (in August or September), and the email subject might use terms like \"Summit\", \"Invitation\", or \"Confirmation\" rather than the literal words \"November conference\". Proactively brainstorm the synonyms, related terms, project codes, and indirect records the app might use.\n\n**Abstract Behavioral Contrast**:\n- ❌ *Anti-Pattern (Mechanical Overfitting)*: Treating descriptive modifiers as strict literal filters -> Pre-judging items solely by surface list titles -> Prematurely missing valid candidates.\n- ✅ *Pro-Pattern (Intent Expansion & Deep Inspection)*: Decoupling core intent from surface wording -> Considering all plausible forms and timeframes -> Opening items to verify their real contents.\n\n### 2. Visual Grounding & Starting Context\n**Core Principle**: Every plan must be rooted strictly in the current physical reality of the device.\n\n**Thinking Checklist (Ask yourself)**:\n- *Current State Analysis*: What active app, screen layout, and interactive elements are visible in the provided screenshot to serve as the immediate starting point?\n\n### 3. Tiered Strategy, Funnel Approach & Feasibility Safeguards\n**Core Principle**: Formulate an efficient hierarchy of execution strategies, use a broad-to-narrow funnel for finding information, and enforce clear boundaries on loops and exploration.\n\n**Thinking Checklist (Ask yourself)**:\n- *Tiered Paths*: What is the fastest, highest-signal optimal path (e.g., targeted in-app search, direct shortcuts)? If that fails or yields no results, what is the pragmatic fallback path (e.g., browsing categories, chronological scanning)?\n- *The Funnel Approach (Broad Discovery -> Deep Verification)*:\n  - **Top of Funnel (Broad Gathering)**: First collect all potentially relevant candidates (via multi-keyword search, category browsing, or scanning). Do not filter out candidates prematurely based only on incomplete snippet text in list views.\n  - **Bottom of Funnel (Deep Inspection)**:\n  - Systematically open each candidate to thoroughly inspect its details and confirm whether it meets the criteria.\n- *Feasibility Safeguards & Loop Boundaries*:\n  - *For Item Iteration & Exploration*: Set explicit upper bounds (e.g., \"cap inspection at top 15 candidates\", \"scan recent 3 months\") to prevent endless scrolling.\n  - *For Periodic Monitoring / Polling*: Specify the check action (e.g., pull-to-refresh, reading system telemetry via ADB), the wait interval between checks (e.g., check every 5 minutes to conserve resources), and the exit criteria (e.g., stop when condition is met, or continue until manually stopped).\n\n### 4. Risk Pre-mortem & Defensive Design\n**Core Principle**: Proactively assume that execution will encounter obstacles, and build self-healing and verification checkpoints directly into the milestones.\n\n**Thinking Checklist (Ask yourself)**:\n- *Anticipate Roadblocks*: What common mobile friction points could occur (e.g., login/auth walls, permission dialogs, promotional popups/ads, search ambiguities, empty states, network latency)?\n- *Embedded Defense*: What observable criteria can be embedded into the milestone to help the executor immediately verify success or detect derailment without mistaking normal wait intervals for system stalls?\n\n### 5. Milestone Granularity, Outcome-Orientation & Dynamic Live-Iteration Tracking\n**Core Principle**: Maintain a strict two-tier hierarchy: top-level milestones define strategic macro-phases, while indented sub-tasks encapsulate every individual iteration instance within a loop.\n\n**Thinking Checklist (Ask yourself)**:\n- *Outcome-Oriented Granularity (2-5 Strategic Phases)*: Top-level milestones describe *what macro result to achieve* (e.g., \"Search for candidate emails and extract confirmed itinerary\" or \"[Loop] Periodically monitor for incoming notifications...\") rather than micromanaging atomic UI actions.\n- *Phase vs. Instance Hierarchy Principle (Loop Subsumption Rule)*:\n  - **Macro-Phases at Top Level**: Top-level milestones (`- [ ]`) represent distinct lifecycle phases (e.g., Setup/Prerequisites -> Iterative/Polling Loop -> Final Consolidation).\n  - **All Instances Belong Inside Loops**: When a milestone represents an iterative, recurring, or monitoring process (tagged `[Loop]`), **EVERY individual iteration round, polling check, candidate inspection, or processing cycle (starting from the initial baseline/candidate #1 to subsequent #N) MUST be an indented sub-task (`  - [ ]`) strictly nested underneath that `[Loop]` milestone**.\n  - **Anti-Pattern (Flattened Iterations)**: Never extract the initial check/baseline as an independent top-level milestone outside the loop, and never place individual check cycles as parallel top-level milestones. The top-level `[Loop]` encapsulates the entire recurring lifecycle.\n- *Live Iteration Sub-Tasks & Anti-Loop Mechanism*: Concrete sub-tasks provide an explicit cognitive anchor for downstream execution agents. By initializing the plan with a concrete first-instance sub-task (e.g., `  - [ ] Inspect Candidate #1: ...` or `  - [ ] Polling Check #1 (Baseline & Initial Sync): ...`), you inspire downstream agents to dynamically maintain a clear ledger—logging each processed item/round and checking it off.\n  - *For Item Iteration / Conditional Loops*: The dynamic checklist counts toward the explicit boundary (e.g., Candidates #1 to #N until all required info is found or max items reached).\n  - *For Continuous Monitor-Trigger Tasks*: The top-level milestone declares the overall continuous monitoring goal and exit boundary (`until manually stopped`), while indented dynamic sub-tasks track each discrete polling cycle and event-triggered response at a reasonable inspection interval (e.g., check every 5 minutes).\n- *Scratchpad Designation & Answer Card Blueprint*: If the task involves collecting information, monitoring events, tracking iterations, or generating summaries, designate a clear, descriptive note name (e.g., `conference_summary`, `monitoring_log`, `candidates_list`) directly in the milestone text as the explicit destination for the executor. Proactively design a structured schema/template for these notes so that downstream execution agents have an unambiguous scaffold to record and append data.",
+    "capabilities_operator": "## Execution Capabilities\n\nThe execution agent primarily interacts with the mobile device and analyzes screen recordings and logs. It can perform the following types of actions:\n- **UI Interaction**: Tapping, swiping, and entering text on the screen.\n- **App Management**: Launching and stopping specific applications.\n- **Information Retrieval & Analysis**: Reading on-screen text and UI hierarchy, searching the web for external information, querying system logs, and analyzing screen recordings.\n- **Terminal & Background Operations**: Executing arbitrary ADB shell commands on the device for exploration. It is capable of running long-running ADB commands asynchronously in the background as tasks.\n\n### Capability Boundaries & Planning Rules\n- **Cross-App Operations**: When a task requires interacting with multiple applications, split the operations into distinct milestones for each app. Avoid mixing actions for different apps in a single milestone.",
+    "output_protocol_initial": "## Task Plan & Scratchpad Protocol\n\n1. **Articulate Thinking**: Begin by reasoning through the 5-step **Systematic Thinking Process** to establish your strategy, funnel approach, bounds, and pre-mortem checks.\n2. **Designate Notes in Milestones & Pre-generate Answer Cards**: If the task involves collecting findings, logging periodic monitoring events, recording candidates, or analytical summaries, designate clear, descriptive note names directly in the milestone descriptions (e.g., `candidates_list`, `monitoring_log`, `schedule_summary`). You can and should invoke the `save_note` tool to pre-generate these structured template files (answer card / scratchpad skeletons with Markdown headers, sections, or tables) before submitting `task_plan`. This provides downstream executors with a clear, ready-to-fill schema.\n3. **Submit Plan**: Submit your initial plan by invoking the `save_note` tool with `key='task_plan'`. Avoid writing the plan only in your text response, as it will only be recognized by the system if submitted via the tool.\n\n### Plan Formatting Rules\n- Format the plan strictly as a Markdown task list starting with `- [ ]` for uncompleted items.\n- For linear macro-milestones: `- [ ] <Phase Description>`\n- For repetitive, iterative, or periodic polling milestones, tag the item with `[Loop]` and declare its Exit Boundary and Interval (e.g., `- [ ] [Loop] <Overall Loop / Monitoring Goal> (Exit: <Condition or Continuous until manually stopped>; Interval: <e.g., every 5 minutes>)`).\n- **Strict Two-Tier Hierarchy & Loop Subtask Contract**:\n  1. **Subtask Nesting Rule**: ALL individual iteration instances, polling checks, candidate inspections, or baseline setups MUST be formatted as 2-space indented sub-tasks (`  - [ ]`) directly nested under their parent `[Loop]` milestone.\n  2. **Mandatory First-Instance Initialization**: Every `[Loop]` milestone MUST be initialized with its first concrete child sub-task (e.g., `  - [ ] Inspect Candidate #1: ...` or `  - [ ] Polling Check #1 (Baseline & Initial Sync): ...`).\n  3. **No Flattened Cycles**: NEVER elevate individual checks, recurring polling cycles, or candidate inspections to top-level milestones outside the `[Loop]`. Top-level items are reserved exclusively for strategic macro-phases.\n- Ensure the content of the `task_plan` note contains only the task list, excluding introductions, explanations, conversational text, or headers.",
+    "examples_initial": "## Master Example: Demonstrating the Complete Cognitive Paradigm\n\n**Goal**: \"Find and summarize all schedule arrangements and venue details for the upcoming November tech conference from my emails.\"\n\n### Naive / Incorrect Approaches:\n1. *Flawed Semantics & Too Granular*:\n- [ ] Tap search icon in Gmail\n- [ ] Type \"November\"\n- [ ] Open first email and tap back\n*(Fails: Micromanages atomic UI taps; assumes emails for November arrangements must have \"November\" in the title or be received in November)*\n2. *Vague & Unbounded Trap*:\n- [ ] Open email and check all emails for conference details\n*(Fails: Unbounded scan trap; causes infinite scrolling and step budget exhaustion on mobile)*\n\n---\n\n### Correct Approach (Full Cognitive Thinking & Robust Plan):\n\n#### Step-by-Step Thinking:\n1. **Intent & Semantic Expansion**:\n   - *Core Objective*: Extract confirmed schedule dates, sessions, and venue info for the November tech conference.\n   - *Semantic Insight*: Conference communications are often sent months in advance (e.g., ticket confirmations or registration emails in August/September). The subject line may say \"Global Developer Summit\", \"Tech Expo Agenda\", or \"Registration Confirmed\" rather than literally \"November conference\".\n   - *Task Composition*: Linear setup (open email app and search) -> Iterative candidate inspection loop (examine each promising email) -> Final consolidation.\n2. **Visual Grounding**:\n   - The device screenshot shows the Home screen with the Gmail app icon visible. The plan must start by opening the email client.\n3. **Tiered Strategy, Funnel Approach & Safeguards**:\n   - *Tier 1 (Optimal)*: Use in-app search with rich semantic keywords (\"conference\", \"summit\", \"schedule\", \"agenda\", \"venue\", \"November\").\n   - *Tier 2 (Fallback)*: If search is unavailable or yields zero results, fallback to chronological scanning of recent 3 months.\n   - *Funnel (Broad Gathering -> Deep Inspection)*: Gather candidate emails from search results; do not discard candidates based solely on list previews. Open each candidate thread to inspect full body details.\n   - *Feasibility Boundary*: Cap the candidate email inspection pool at top 15 emails to prevent infinite scrolling.\n4. **Risk Pre-mortem**:\n   - *Risks*: Promotional marketing spam; conflicting drafts with preliminary dates; cancelled sessions.\n   - *Defensive Check*: Instruct downstream executor to filter out promotional newsletters, verify session timestamps, and confirm final venue address.\n5. **Milestone Granularity & Scratchpad Blueprint**:\n   - Focus milestones on business outcomes (search, inspect candidates, consolidate), avoiding micromanaged click-by-click steps.\n   - Use indented sub-tasks to guide the loop of inspecting each candidate email, initializing with Item #1 and adding subsequent items as they are identified. This prevents the agent from losing state or re-inspecting the same items.\n   - Designate note `november_conference_summary` as the destination for recording findings and pre-generate the structured template note.\n\n#### Tool Invocation:\n1. Pre-generate designated answer card note template:\n`save_note(key='november_conference_summary', content='# November Tech Conference Summary\\n\\n## Key Details\\n- Conference Name: \\n- Dates: \\n- Venue / Address: \\n\\n## Daily Schedule & Sessions\\n(To be populated during email inspection)\\n')`\n\n2. Submit milestone plan:\n`save_note(key='task_plan', content='- [ ] Open email application and search for candidate emails regarding the November tech conference (Search targeted keywords like \"conference\", \"summit\", \"agenda\", \"venue\"; if search is unavailable, fallback to scanning recent 3 months, capped at top 15 emails)\\n- [ ] [Loop] Inspect candidate emails and record verified schedule sessions and venue details into note `november_conference_summary` (Exit: All key conference details identified OR candidate pool exhausted / max 15 inspected)\\n  - [ ] Inspect Candidate #1: Open candidate, filter out non-relevant content, check body for scheduling/venue, and log findings if present\\n- [ ] Review and consolidate all extracted information in `november_conference_summary` into a clear, finalized conference itinerary')`\n\n#### Content of `task_plan` Note:\n- [ ] Open email application and search for candidate emails regarding the November tech conference (Search targeted keywords like \"conference\", \"summit\", \"agenda\", \"venue\"; if search is unavailable, fallback to scanning recent 3 months, capped at top 15 emails)\n- [ ] [Loop] Inspect candidate emails and record verified schedule sessions and venue details into note `november_conference_summary` (Exit: All key conference details identified OR candidate pool exhausted / max 15 inspected)\n  - [ ] Inspect Candidate #1: Open candidate, filter out non-relevant content, check body for scheduling/venue, and log findings if present\n- [ ] Review and consolidate all extracted information in `november_conference_summary` into a clear, finalized conference itinerary",
     "role_validator": "## Role\nYou are the Task Plan Validator. The Operator has attempted to modify the top-level task plan. Your job is to ensure the proposed new plan still aligns with the user's original intent and is viable.",
-    "guidelines": "## Operating Principles\n\n### 1. Visual Grounding (Start from Current State)\nBase all planning decisions strictly on the provided screenshot of the current device state. Your plan must begin from the current context of the screen.\n\n### 2. Milestone Granularity\nDefine high-level milestones rather than granular UI operations. The milestones you establish are essential checkpoints that the task must pass through; your goal is to keep the task on the right track, not to think about how the task should be completed step-by-step.\n\n### 3. Flexibility and Possibility Retention (Avoid Over-Specification)\nAvoid unnecessarily restricting the execution path or specific tools/applications unless strictly mandated by the user. For example, if the user asks to perform a task that can be accomplished via multiple interfaces (such as a native app or a web browser), describe the milestone in terms of the desired outcome rather than forcing a specific application or interface (e.g. forcing the use of a specific native app when a web browser could also serve). Allow the downstream execution agent the flexibility to choose the most viable path based on the dynamic state of the device.\n\n### 4. Heuristics for Complex & Iterative Operations\nWhen a milestone requires the downstream agent to perform complex iterations, maintain state, or map computed data back to the UI (e.g., adding a pre-selected list of items to a system), you MUST provide heuristics via indented sub-tasks. These sub-tasks should instruct the agent on the exact iterative process (e.g., searching for each item one by one from a note, applying it, and verifying the final state).",
-    "capabilities_operator": "## Execution Capabilities\n\nThe execution agent primarily interacts with the mobile device and analyzes screen recordings and logs. It can perform the following types of actions:\n- **UI Interaction**: Tapping, swiping, and entering text on the screen.\n- **App Management**: Launching and stopping specific applications.\n- **Information Retrieval & Analysis**: Using OCR to read text on screen, searching the web for external information, querying system logs, and analyzing screen recordings.\n- **Terminal & Background Operations**: Executing arbitrary ADB shell commands on the device for exploration. It is capable of running long-running ADB commands asynchronously in the background as tasks.\n\n### Capability Boundaries & Planning Rules\n- **Cross-App Operations**: When a task requires interacting with multiple applications, split the operations into distinct milestones for each app. Avoid mixing actions for different apps in a single milestone.",
-    "output_protocol_initial": "## Task Plan & Scratchpad\nSubmit your initial plan by invoking the `save_note` tool with `key='task_plan'`. Avoid writing the plan in your text response, as it will only be recognized if submitted via the tool.\n\nFormat the plan as a Markdown task list starting with `- [ ]` for uncompleted items. You can use indented sub-tasks (e.g., `  - [ ]`) to break down complex exploratory steps and provide heuristics to guide the downstream agent. Ensure the content of the `task_plan` note contains only the task list, excluding any introductions, explanations, or headers.\n\n### Creating Additional Notes\nYou are highly recommended to create additional empty notes (like answer sheets) for the downstream executor to fill out with findings, lists, or analytical information relevant to the task. For example, if the user asks you to analyze specific YouTube videos, you should pre-create an empty note with a descriptive name (e.g., `analysis_of_xxx_videos`), and make sure to put the note name directly inside your milestones to guide the downstream executor in filling out this answer sheet.",
-    "examples_initial": "## Examples\n\n### Example 1: Basic Task\n**Goal**: \"Send 'I will be late' to Alice on WhatsApp\"\n\n**Incorrect (Too granular)**:\n- [ ] Tap search icon\n- [ ] Type Alice\n- [ ] Tap Alice's avatar\n\n**Correct (Milestones)**:\n- [ ] Open the chat window with Alice in WhatsApp\n- [ ] Successfully send the message \"I will be late\" in Alice's chat window\n\n### Example 2: Information Retrieval & Scratchpad\n**Goal**: \"Find 10 nature videos on YouTube\"\n\n**Incorrect (Vague or directly jumping to end)**:\n- [ ] Open YouTube\n- [ ] Search nature videos and pick 10\n\n**Correct (Leveraging Scratchpad & Sub-tasks Heuristics)**:\n*(Note: As the Planner, pre-create the required empty notes `nature_videos_candidates` and `nature_videos` using the note-taking tools before completing the plan)*\n- [ ] Search for \"nature videos\" on YouTube\n- [ ] Save a list of 15 candidate videos into a temporary note called `nature_videos_candidates`\n  - [ ] Add candidate 1\n  - [ ] Add candidate 2\n  - [ ] (Continue until 15 candidates are found)\n- [ ] Evaluate candidate videos from `nature_videos_candidates` one by one, select exactly 10 correct ones, and save them into `nature_videos`\n  - [ ] Evaluate candidate 1: watch, filter out if irrelevant, save if correct\n  - [ ] Evaluate candidate 2\n  - [ ] (Continue evaluating one by one until 10 are selected)",
-    "validator_guidelines": "## Validation Principles\n- **Goal Alignment**: Ensure the new plan ultimately accomplishes the `Initial Goal` requested by the user. If the Operator has abandoned the core objective or fundamentally altered it, you must reject the plan.\n- **Logical Coherence**: Verify that the proposed milestones form a logical, achievable sequence to reach the goal. Reject the plan if it introduces contradictory steps, infinite loops, or obvious logical fallacies.\n- **Adaptive Acceptance**: The Operator operates in a dynamic environment and may encounter unexpected UI states. You should approve alternative strategies, extra intermediate steps, or necessary workarounds as long as they serve the primary goal effectively.\n- **Constructive Feedback**: If you must reject the plan, provide clear, objective, and actionable feedback explaining the logical flaw or goal deviation, and suggest how the Operator should correct the plan."
+    "validator_guidelines": "## Validation Principles\n- **Goal Alignment**: Ensure the new plan ultimately accomplishes the `Initial Goal` requested by the user. If the Operator has abandoned the core objective or fundamentally altered it, you must reject the plan.\n- **Logical Coherence**: Verify that the proposed milestones form a logical, achievable sequence to reach the goal. Support valid ongoing iteration/polling subgoals and trigger branches without misconstruing periodic checks as infinite loops. Reject the plan if it introduces contradictory steps, unhandled deadlocks, or obvious logical fallacies.\n- **Loop & Monitoring Protection**: If the existing plan contains an active `[Loop]` milestone (especially continuous polling / monitoring with exit condition `until manually stopped`), you MUST REJECT any proposed plan that deletes the `[Loop]` milestone, removes the loop tag, or marks a continuous monitoring milestone as completed (`[x]`) without explicit external user instruction.\n- **Adaptive Acceptance**: The Operator operates in a dynamic environment and may encounter unexpected UI states or dynamic event triggers. You should approve alternative strategies, extra intermediate steps, loop status tracking, or necessary workarounds as long as they serve the primary goal effectively.\n- **Constructive Feedback**: If you must reject the plan, provide clear, objective, and actionable feedback explaining the logical flaw or goal deviation, and suggest how the Operator should correct the plan."
   },
   "modes": {
     "initial_plan": {
       "system": [
         "role",
-        "guidelines",
+        "thinking_process",
         "capabilities_operator",
         "output_protocol_initial",
         "examples_initial"
@@ -27,4 +27,4 @@
       "human": "Initial Goal: {{ initial_goal }}\n\n### Execution History\n{{ history_str }}\n\n### Operator's Thoughts Before Modifying\n{% if operator_native_thinking %}Native Thinking:\n{{ operator_native_thinking }}\n\n{% endif %}{% if operator_raw_thinking %}Raw Thinking:\n{{ operator_raw_thinking }}\n\n{% endif %}### Old Plan\n{{ content_before }}\n\n### Proposed New Plan\n{{ content_after }}\n\nPlease evaluate if the proposed new plan should be approved."
     }
   }
-}
\ No newline at end of file
+}
diff --git a/artemis/agents/summarizer/summarizer.md b/artemis/agents/summarizer/summarizer.md
index a3612c3..88c6e68 100644
--- a/artemis/agents/summarizer/summarizer.md
+++ b/artemis/agents/summarizer/summarizer.md
@@ -13,16 +13,19 @@ You are the Summarizer Agent for a mobile automation system. Your task is to sum
    - **BANNED WORDS**: "successfully", "completed", "entered", "navigated to", "failed", "unsuccessful", "could not", "achieved".
 3. **Focus on Intent & Strategy**: The specific physical action (exact coordinates, swipes) is now recorded automatically. Focus primarily on the high-level Intent and reasoning. If you realize the Operator is on the wrong path and needs to backtrack or pivot, describe this as a shift in strategy.
 4. **Intended Context Transitions**: Describe the intended navigation path ("From Where -> Intended Where"). Do not declare that the transition actually happened. (e.g., "From the Home screen, I intended to open the Network Settings view").
-5. **Preserve Verifications & Missing Items**: If the Operator verified any state in this step, or explicitly mentioned what prerequisites or items are still missing to accomplish the goal, you MUST state these contents in detail in the summary.
+5. **Preserve Verifications & Iteration Progress**: If the Operator verified any state in this step, processed a specific candidate item/polling round, or explicitly mentioned what prerequisites or items are still missing, you MUST succinctly preserve these concrete progress details and verified items in the summary.
 6. **Objective Intervention Logs**: If the Failure Analyzer intervened, faithfully summarize what triggered the intervention and what the analyzer executed, without judging the outcome.
 
 # LOOP & STAGNATION DETECTION
 Use the `RECENT 10 STEPS HISTORY` to intelligently detect loops or stagnation:
-1. **Physical Action Loops**: Be vigilant for loops spanning multiple steps based on physical interactions. If you detect a valid action loop, explicitly mention the pattern and the current iteration count (e.g., "This is the 3rd cycle of attempting to access the video group folder").
-2. **Cognitive Stagnation**: While you generally ignore internal background tool calls (e.g., reading logs, checking states) when counting physical action loops, there is an exception: if you detect continuous multiple steps of purely internal tool calls without any physical actions, you MUST objectively record this strategic "stagnation" or "analysis loop".
+1. **Physical Action Loops vs. Planned Iterations**:
+   - *Planned Iterations / Monitoring (Valid Progress)*: If the Operator is systematically processing different candidate items in a loop, or executing planned periodic polling cycles with wait intervals under a `[Loop]` milestone, record this objectively as planned progress (e.g., "Inspected Candidate #2", "Completed Polling Round #2 for new messages"). Do NOT flag planned iterations across different items or spaced polling as abnormal loops.
+   - *Unintended Action Loops (Anomalies)*: If the Operator is repeatedly clicking the exact same target, failing to progress on the same item, or oscillating blindly between identical states without updating progress notes, explicitly record the anomalous loop pattern and iteration count (e.g., "This is the 3rd cycle of failing to open the same folder").
+2. **Cognitive Stagnation**: While you generally ignore internal background tool calls (e.g., reading logs, checking states) when counting physical action loops, if you detect continuous multiple steps of purely internal tool calls without any physical actions or note updates, objectively record this "stagnation" or "analysis loop".
 
 # INPUT STRUCTURE
 You will receive:
+- **CURRENT PLAN & TASK PLAN**: The current task plan including milestones, active subgoals, and live iteration checklists to help you understand the strategic context and loop phase.
 - **RECENT 10 STEPS HISTORY**: A brief history of the last 10 steps to help you detect loops and stagnation patterns.
 - **CHRONOLOGICAL STEP TRACE (CURRENT STEP)**: The step-by-step chronological history of the current execution turn, including:
   - `[Operator Monologue] / [Operator Native Thought]`: The operator's planning, intentions, progress counting, reasoning, verified states, and explicit mentions of missing prerequisites.
diff --git a/artemis/agents/validator/tool_declarations.py b/artemis/agents/validator/tool_declarations.py
index de3036e..d7eb927 100644
--- a/artemis/agents/validator/tool_declarations.py
+++ b/artemis/agents/validator/tool_declarations.py
@@ -17,8 +17,10 @@
 import ast
 import asyncio
 import base64
+import hashlib
 import inspect
 import json
+from pathlib import Path
 import time
 from typing import Any, Literal
 
@@ -35,7 +37,10 @@ from artemis.tools.explorer_tool import _run_explorer_logic
 from artemis.graph.state import State
 from artemis.tools.mobile.launch_app import find_package
 from artemis.utils.app_launch_utils import launch_app_with_retries
-from artemis.utils.coordinates import parse_swipe_parameters
+from artemis.utils.coordinates import (
+    compute_smart_swipe_coordinates,
+    parse_swipe_parameters,
+)
 from artemis.utils.logger import get_logger
 from artemis.utils.ocr_xml_fusion import fuse_ocr_with_xml
 from artemis.utils.visualization import format_minimal_list_with_elements
@@ -282,6 +287,31 @@ def normalize_coordinate_target(target: Any) -> int | list[int] | Any:
     return target
 
 
+def serialize_mobile_action_result(result: Any) -> dict[str, Any]:
+    """Serializes MobileActionExecutor execution results into a clean structured dict.
+
+    Extracts the post-action screenshot hash from the captured image to eliminate guesswork.
+    """
+    if not isinstance(result, tuple) or len(result) < 3:
+        return {"outcome": str(result) if result is not None else ""}
+    outcome, img_bytes, shot_path, *rest = result
+    xml_list = rest[0] if rest else None
+
+    post_image_name = None
+    if shot_path:
+        post_image_name = Path(shot_path).stem
+    elif img_bytes:
+        post_image_name = hashlib.sha256(img_bytes).hexdigest()
+
+    is_err = bool(outcome and ("Error" in outcome or "Failed" in outcome))
+    return {
+        "outcome": outcome,
+        "post_image_name": post_image_name,
+        "has_xml": bool(xml_list),
+        "status": "error" if is_err else "success",
+    }
+
+
 class MobileActionExecutor:
     """Encapsulates device action execution, observation capture, and result reporting."""
 
@@ -289,7 +319,7 @@ class MobileActionExecutor:
         self.ctx = ctx
         self.controller = controller or UnifiedMobileController(ctx)
 
-    @trace(type="tool", name="click")
+    @trace(type="action", name="click", serializer=serialize_mobile_action_result)
     async def exec_click(
         self,
         target: list[int] | Any,
@@ -327,7 +357,7 @@ class MobileActionExecutor:
 
         return outcome, img_bytes, shot_path, xml_list
 
-    @trace(type="tool", name="click_sequence")
+    @trace(type="action", name="click_sequence", serializer=serialize_mobile_action_result)
     async def exec_click_sequence(
         self,
         sequence: list[int | list[int] | str] | str,
@@ -407,7 +437,7 @@ class MobileActionExecutor:
         except Exception as e:
             return f"Error executing click sequence: {e}", None, None, None
 
-    @trace(type="tool", name="long_press")
+    @trace(type="action", name="long_press", serializer=serialize_mobile_action_result)
     async def exec_long_press(
         self,
         target: list[int] | Any,
@@ -449,7 +479,7 @@ class MobileActionExecutor:
 
         return outcome, img_bytes, shot_path, xml_list
 
-    @trace(type="tool", name="input_text")
+    @trace(type="action", name="input_text", serializer=serialize_mobile_action_result)
     async def exec_input_text(
         self,
         text: str,
@@ -484,11 +514,11 @@ class MobileActionExecutor:
 
         return outcome, img_bytes, shot_path, xml_list
 
-    @trace(type="tool", name="swipe")
+    @trace(type="action", name="swipe", serializer=serialize_mobile_action_result)
     async def exec_swipe(
         self,
         action: str | list[int] | Any = None,
-        duration: int = 400,
+        duration: int = 800,
         state: State | None = None,
         duration_ms: int | None = None,
         **kwargs: Any,
@@ -510,33 +540,16 @@ class MobileActionExecutor:
         try:
             if kind == "direction":
                 dir_name = target
-                dir_map = {
-                    "up": (
-                        int(width * 0.6),
-                        int(height * 0.8),
-                        int(width * 0.6),
-                        int(height * 0.2),
-                    ),
-                    "down": (
-                        int(width * 0.6),
-                        int(height * 0.2),
-                        int(width * 0.6),
-                        int(height * 0.8),
-                    ),
-                    "left": (
-                        int(width * 0.8),
-                        int(height * 0.5),
-                        int(width * 0.2),
-                        int(height * 0.5),
-                    ),
-                    "right": (
-                        int(width * 0.2),
-                        int(height * 0.5),
-                        int(width * 0.8),
-                        int(height * 0.5),
-                    ),
-                }
-                x1, y1, x2, y2 = dir_map[dir_name]
+                x1, y1, x2, y2, smart_dur = compute_smart_swipe_coordinates(
+                    direction=target,
+                    target=swipe_input.get("target"),
+                    indexed_elements=getattr(state, "indexed_elements", None) if state else None,
+                    ui_hierarchy=getattr(state, "ui_tree", None) if state else None,
+                    width=width,
+                    height=height,
+                    duration=final_duration,
+                )
+                final_duration = smart_dur
                 err = await self.controller.swipe_coords(x1, y1, x2, y2, final_duration)
                 if err:
                     return f"Error swiping {dir_name}: {err}", None, None, None
@@ -569,7 +582,7 @@ class MobileActionExecutor:
 
         return outcome, img_bytes, shot_path, xml_list
 
-    @trace(type="tool", name="press_key")
+    @trace(type="action", name="press_key", serializer=serialize_mobile_action_result)
     async def exec_press_key(
         self,
         key: str,
@@ -603,7 +616,7 @@ class MobileActionExecutor:
 
         return outcome, img_bytes, shot_path, xml_list
 
-    @trace(type="tool", name="manage_app")
+    @trace(type="action", name="manage_app", serializer=serialize_mobile_action_result)
     async def exec_manage_app(
         self,
         action: str,
@@ -649,7 +662,7 @@ class MobileActionExecutor:
 
         return outcome, img_bytes, shot_path, xml_list
 
-    @trace(type="tool", name="wait_for_delay")
+    @trace(type="action", name="wait_for_delay", serializer=serialize_mobile_action_result)
     async def exec_wait_for_delay(
         self,
         time_in_ms: int,
@@ -668,7 +681,7 @@ class MobileActionExecutor:
 
         return outcome, img_bytes, shot_path, xml_list
 
-    @trace(type="tool", name="wait_for_text")
+    @trace(type="action", name="wait_for_text", serializer=serialize_mobile_action_result)
     async def exec_wait_for_text(
         self,
         text: str,
@@ -979,24 +992,51 @@ INPUT_TEXT_TOOL = ToolDeclaration(
 SWIPE_TOOL = ToolDeclaration(
     name="swipe",
     description=(
-        "[ACTION] Scroll or swipe on the screen. The screen after swipe will be"
-        " returned automatically. Set duration >= 1000 to drag-and-drop."
+        "[ACTION] Perform a swipe, drag, or slider-adjustment gesture on the screen. The screen and UI hierarchy after swipe will be returned automatically.\n\n"
+        "• Directional Scrolling ('direction' or 'action'): Recommended for general browsing and standard page scrolling in most scenarios. Automatically computes safe swipe vectors and adaptive duration, retains a ~40% visual overlap anchor for zero-omission traversal, and prevents inertial flings. Supports scoping to a sub-container via 'target'. If it fails on certain custom layouts, fall back to specifying exact coordinates ('start' and 'end') directly.\n"
+        "• Precise Coordinate Gestures ('start', 'end' or coordinates list): Best for local, fine-grained interactions such as adjusting sliders/SeekBars (e.g., volume, brightness, progress bars), drag-and-drop / list reordering, or as a reliable fallback when directional scrolling fails on specific containers. Always drag slightly PAST the target position to overcome touch slop and reliably trigger the update. When setting a slider to Maximum (100%) or Minimum (0%), swipe fully to the extreme boundary."
     ),
     parameters={
         "type": "object",
         "properties": {
+            "direction": {
+                "type": "string",
+                "enum": ["up", "down", "left", "right"],
+                "description": (
+                    "Direction for scrolling and swiping: 'up' (drags bottom-to-top, scrolling down to reveal content below),"
+                    " 'down' (drags top-to-bottom, scrolling up to reveal content above),"
+                    " 'left' (drags right-to-left, scrolling right),"
+                    " 'right' (drags left-to-right, scrolling left)."
+                ),
+            },
+            "start": {
+                "type": "array",
+                "items": {"type": "integer"},
+                "description": "Start normalized coordinates [start_x, start_y] in 0-1000 scale.",
+            },
+            "end": {
+                "type": "array",
+                "items": {"type": "integer"},
+                "description": "End normalized coordinates [end_x, end_y] in 0-1000 scale.",
+            },
+            "target": {
+                "description": "Optional target element index (e.g. 2) or container bounds [left, top, right, bottom] to scope the directional swipe within.",
+            },
             "action": {
                 "description": (
-                    "Swipe action direction string ('up', 'down', 'left', 'right') OR custom"
-                    " coordinates [start_x, start_y, end_x, end_y] in 0-1000 scale."
-                )
+                    "Backward-compatible swipe gesture: smart direction string ('up', 'down', 'left', 'right')"
+                    " OR precise custom coordinates [start_x, start_y, end_x, end_y] in 0-1000 scale."
+                ),
             },
             "duration": {
                 "type": "integer",
-                "description": "Swipe duration in milliseconds (default 400).",
+                "description": (
+                    "Optional swipe/drag duration in milliseconds (default 800). For drag-and-drop,"
+                    " list reordering, or sliding/adjusting sliders (e.g., volume, brightness, SeekBars),"
+                    " set duration >= 1000 (e.g. 1500). If omitted for directional swipe, duration is computed automatically."
+                ),
             },
         },
-        "required": ["action"],
     },
 )
 
@@ -1074,7 +1114,7 @@ MANAGE_APP_TOOL = ToolDeclaration(
 WAIT_FOR_DELAY_TOOL = ToolDeclaration(
     name="wait_for_delay",
     description=(
-        "[ACTION] Pause execution and wait for a fixed duration in milliseconds."
+        "[ACTION] Pause execution and wait for a specified duration in milliseconds."
         " The screen after pause will be returned automatically."
     ),
     parameters={
@@ -1082,7 +1122,11 @@ WAIT_FOR_DELAY_TOOL = ToolDeclaration(
         "properties": {
             "time_in_ms": {
                 "type": "integer",
-                "description": "The exact duration to pause in milliseconds (e.g., 2000).",
+                "description": (
+                    "The exact duration to pause in milliseconds (e.g., 2000 for 2s,"
+                    " 60000 for 1 min, 180000 for 3 mins, 300000 for 5 mins)."
+                    " Convert any required waiting duration into milliseconds."
+                ),
             }
         },
         "required": ["time_in_ms"],
diff --git a/artemis/agents/validator/validator.py b/artemis/agents/validator/validator.py
index 427e8e3..382c814 100644
--- a/artemis/agents/validator/validator.py
+++ b/artemis/agents/validator/validator.py
@@ -47,6 +47,7 @@ from artemis.context import ArtemisContext, DeviceContext, DevicePlatform
 from artemis.controllers.unified_controller import UnifiedMobileController
 from artemis.data_engine.trace import CURRENT_TRACE_ID, trace
 from artemis.graph.state import State
+from artemis.platform import platform
 from artemis.services.llm import get_llm
 from artemis.tools.mobile.launch_app import find_package
 from artemis.utils import app_launch_utils, image_diff, visualization
@@ -153,7 +154,7 @@ class ValidatorNode:
                     local_ctx = ArtemisContext(
                         trace_id="local-fallback",
                         device=DeviceContext(
-                            host_platform="LINUX",
+                            host_platform=platform.os_type.name,
                             mobile_platform=DevicePlatform.ANDROID,
                             device_id=device_id,
                             device_width=w,
diff --git a/artemis/agents/video_analyzer/video_analyzer.md b/artemis/agents/video_analyzer/video_analyzer.md
index 215627d..66bcb1c 100644
--- a/artemis/agents/video_analyzer/video_analyzer.md
+++ b/artemis/agents/video_analyzer/video_analyzer.md
@@ -24,7 +24,7 @@ You must carefully choose the appropriate tool based on the nature of the task:
 
 - **Must use Visual Analysis (`spawn_sub_agent`)**:
   - **UI Interactions**: Identifying clicks, gestures, typing, navigation.
-  - **Visual State**: Reading on-screen text (OCR), checking UI status (toggles, dialogs, loading states).
+  - **Visual State**: Reading on-screen text, checking UI status (toggles, dialogs, loading states).
   - **Visual Content**: Identifying images, layout issues, animations.
 - **Can use Audio-Only Analysis (`analyze_audio_only`)**:
   - **Speech-centric**: Summarizing spoken content, identifying speakers, transcription.
diff --git a/artemis/agents/video_analyzer/video_analyzer.py b/artemis/agents/video_analyzer/video_analyzer.py
index 564956f..e698f26 100644
--- a/artemis/agents/video_analyzer/video_analyzer.py
+++ b/artemis/agents/video_analyzer/video_analyzer.py
@@ -40,7 +40,7 @@ from langchain_core.messages import (
 from artemis.agents.video_analyzer.conflict_resolution import (
     ConflictResolutionService,
 )
-from artemis.config import settings
+from artemis.config import get_temp_dir, settings
 from artemis.constants import SAFETY_SETTINGS_BLOCK_NONE
 from artemis.context import ArtemisContext
 from artemis.controllers.controller_factory import get_controller
@@ -461,10 +461,10 @@ class VideoAnalyzer:
         utils_cfg = getattr(llm_config, "utils", None) if llm_config else None
         llm_cfg = getattr(utils_cfg, "video_analyzer", None) if utils_cfg else None
         model_str = (
-            llm_cfg.model if (llm_cfg and hasattr(llm_cfg, "model")) else "gemini-3.6-flash"
+            llm_cfg.model if (llm_cfg and hasattr(llm_cfg, "model")) else "gemini-3.7-flash"
         ).lower()
         self.model_name = (
-            llm_cfg.model if (llm_cfg and hasattr(llm_cfg, "model")) else "gemini-3.6-flash"
+            llm_cfg.model if (llm_cfg and hasattr(llm_cfg, "model")) else "gemini-3.7-flash"
         )
         if "/" in self.model_name:
             self.model_name = self.model_name.split("/")[-1]
@@ -1142,7 +1142,7 @@ class VideoAnalyzer:
                                         confidence = float(event.get("confidence_score", 0.0))
                                         relative_offset = max(0.0, verification_ts - actual_start)
 
-                                        out_dir = Path("/tmp/video_analyzer")
+                                        out_dir = get_temp_dir("video_analyzer")
                                         out_dir.mkdir(parents=True, exist_ok=True)
                                         existing_imgs = glob.glob(f"{out_dir}/img_*.jpg")
                                         max_idx = -1
@@ -1692,7 +1692,7 @@ class VideoAnalyzer:
             screenshot_path_str = None
             try:
                 rel_offset = max(0.0, v_ts - actual_start)
-                out_dir = Path("/tmp/video_analyzer")
+                out_dir = get_temp_dir("video_analyzer")
                 out_dir.mkdir(parents=True, exist_ok=True)
 
                 existing_imgs = glob.glob(f"{out_dir}/img_*.jpg")
@@ -1899,7 +1899,7 @@ class VideoAnalyzer:
                 if getattr(llm_cfg, "thinking_level", None) is not None:
                     thinking_level = llm_cfg.thinking_level
             else:
-                self.model_name = "gemini-3.6-flash"
+                self.model_name = "gemini-3.7-flash"
 
             # Track files for cleanup
             self.local_files_to_cleanup = set()
diff --git a/artemis/config/agent.py b/artemis/config/agent.py
index 93cad8d..820a84c 100644
--- a/artemis/config/agent.py
+++ b/artemis/config/agent.py
@@ -18,7 +18,7 @@ import os
 from pathlib import Path
 from typing import Any
 
-from pydantic import AliasChoices, BaseModel, Field, model_validator
+from pydantic import BaseModel, Field, model_validator
 
 from artemis.config.constants import (
     AGENT_CONFIG_FILENAME,
@@ -289,7 +289,6 @@ class AgentGlobalConfig(BaseModel):
     denylisted_tools: dict[str, list[str]] = Field(
         default_factory=dict,
         description="List of denylisted tools per agent.",
-        validation_alias=AliasChoices("denylisted_tools", "blocklisted_tools"),
     )
     video_analyzer: VideoAnalyzerConfig = Field(
         default_factory=VideoAnalyzerConfig,
diff --git a/artemis/config/core/__init__.py b/artemis/config/core/__init__.py
new file mode 100644
index 0000000..fbb0cd9
--- /dev/null
+++ b/artemis/config/core/__init__.py
@@ -0,0 +1,24 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Artemis unified configuration core."""
+
+from artemis.config.core.engine import CascadingConfigEngine, config_engine
+from artemis.config.core.interpolator import interpolate_config_value
+
+__all__ = [
+    "CascadingConfigEngine",
+    "config_engine",
+    "interpolate_config_value",
+]
diff --git a/artemis/config/core/engine.py b/artemis/config/core/engine.py
new file mode 100644
index 0000000..9af3502
--- /dev/null
+++ b/artemis/config/core/engine.py
@@ -0,0 +1,118 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Multi-source Cascading Configuration Engine."""
+
+import json
+from pathlib import Path
+import re
+from typing import Any
+
+from dotenv import load_dotenv
+
+from artemis.config.core.interpolator import interpolate_config_value
+from artemis.platform import platform
+from artemis.utils.logger import get_logger
+
+logger = get_logger(__name__)
+
+
+def _strip_json_comments(text: str) -> str:
+    """Strip // and /* */ comments from JSONC text while preserving string literals."""
+    pattern = r'//.*?$|/\*.*?\*/|\'(?:\\.|[^\\\'])*\'|"(?:\\.|[^\\"])*"'
+
+    def replacer(match: re.Match) -> str:
+        s = match.group(0)
+        if s.startswith("/"):
+            return ""
+        return s
+
+    return re.sub(pattern, replacer, text, flags=re.DOTALL | re.MULTILINE)
+
+
+def _deep_merge(base: dict[str, Any], override: dict[str, Any]) -> dict[str, Any]:
+    """Recursively deep merge two dictionaries."""
+    merged = base.copy()
+    for key, value in override.items():
+        if key in merged and isinstance(merged[key], dict) and isinstance(value, dict):
+            merged[key] = _deep_merge(merged[key], value)
+        else:
+            merged[key] = value
+    return merged
+
+
+class CascadingConfigEngine:
+    """Manages 5-tier configuration hierarchy with automatic cascade and interpolation."""
+
+    def __init__(self, workspace_root: Path | None = None):
+        self.workspace_root = workspace_root or Path.cwd()
+        self._load_environment_files()
+
+    def _load_environment_files(self) -> None:
+        """Load .env files from global config dir and workspace root."""
+        # 1. Global user .env
+        global_env = platform.paths.config_dir / ".env"
+        if global_env.exists():
+            load_dotenv(dotenv_path=global_env, override=False, encoding="utf-8")
+
+        # 2. Legacy ~/.artemis/.env fallback
+        legacy_env = platform.paths.data_dir / ".env"
+        if legacy_env.exists() and legacy_env != global_env:
+            load_dotenv(dotenv_path=legacy_env, override=False, encoding="utf-8")
+
+        # 3. Workspace .env
+        ws_env = self.workspace_root / ".env"
+        if ws_env.exists():
+            load_dotenv(dotenv_path=ws_env, override=True, encoding="utf-8")
+
+    def load_raw_config(
+        self,
+        cli_overrides: dict[str, Any] | None = None,
+    ) -> dict[str, Any]:
+        """Load and merge all config layers into a unified dictionary."""
+        config: dict[str, Any] = {}
+
+        # Tier 1: Global user configuration ($CONFIG_DIR/artemis.jsonc)
+        global_config_path = platform.paths.config_dir / "artemis.jsonc"
+        if global_config_path.exists():
+            try:
+                raw_text = global_config_path.read_text(encoding="utf-8")
+                cleaned = _strip_json_comments(raw_text)
+                config = _deep_merge(config, json.loads(cleaned))
+            except Exception as e:
+                logger.warning(f"Failed to load global config {global_config_path}: {e}")
+
+        # Tier 2: Workspace project configuration (config/artemis.jsonc)
+        ws_config_path = self.workspace_root / "config" / "artemis.jsonc"
+        if not ws_config_path.exists():
+            ws_config_path = self.workspace_root / "artemis.jsonc"
+
+        if ws_config_path.exists():
+            try:
+                raw_text = ws_config_path.read_text(encoding="utf-8")
+                cleaned = _strip_json_comments(raw_text)
+                config = _deep_merge(config, json.loads(cleaned))
+            except Exception as e:
+                logger.warning(f"Failed to load workspace config {ws_config_path}: {e}")
+
+        # Tier 3: CLI overrides
+        if cli_overrides:
+            config = _deep_merge(config, cli_overrides)
+
+        # Apply variable interpolation across merged dictionary
+        interpolated = interpolate_config_value(config, workspace_root=self.workspace_root)
+        return interpolated
+
+
+config_engine = CascadingConfigEngine()
diff --git a/artemis/config/core/interpolator.py b/artemis/config/core/interpolator.py
new file mode 100644
index 0000000..39c3653
--- /dev/null
+++ b/artemis/config/core/interpolator.py
@@ -0,0 +1,78 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Dynamic configuration variable interpolation engine (${env:VAR}, ${path:NAME})."""
+
+import os
+from pathlib import Path
+import re
+from typing import Any
+
+from artemis.platform import platform
+
+_VAR_PATTERN = re.compile(r"\$\{([^}]+)\}")
+
+
+def _resolve_variable(expr: str, workspace_root: Path | None = None) -> str:
+    """Resolve a single ${namespace:key:-default} expression."""
+    expr = expr.strip()
+    namespace, _, rest = expr.partition(":")
+    if not rest:
+        # Defaults to environment variable lookup
+        return os.getenv(namespace, f"${{{expr}}}")
+
+    key, _, default = rest.partition(":-")
+
+    if namespace == "env":
+        return os.getenv(key, default)
+    elif namespace == "path":
+        paths = platform.paths
+        if key == "config_dir":
+            return str(paths.config_dir)
+        elif key == "data_dir":
+            return str(paths.data_dir)
+        elif key == "cache_dir":
+            return str(paths.cache_dir)
+        elif key == "logs_dir":
+            return str(paths.logs_dir)
+        elif key == "temp_dir":
+            return str(paths.temp_dir())
+        elif key == "workspace_root" or key == "root_dir":
+            return str(workspace_root or Path.cwd())
+        return default or f"${{{expr}}}"
+    elif namespace == "platform":
+        if key == "os_type":
+            return platform.os_type.value
+        elif key == "path_sep":
+            return platform.process.path_separator
+        return default or f"${{{expr}}}"
+
+    return os.getenv(expr, default or f"${{{expr}}}")
+
+
+def interpolate_config_value(val: Any, workspace_root: Path | None = None) -> Any:
+    """Recursively interpolate strings, lists, and dicts containing ${...} variables."""
+    if isinstance(val, str):
+        if "${" not in val:
+            return val
+
+        def replacer(match: re.Match) -> str:
+            return _resolve_variable(match.group(1), workspace_root)
+
+        return _VAR_PATTERN.sub(replacer, val)
+    elif isinstance(val, dict):
+        return {k: interpolate_config_value(v, workspace_root) for k, v in val.items()}
+    elif isinstance(val, list):
+        return [interpolate_config_value(item, workspace_root) for item in val]
+    return val
diff --git a/artemis/config/llm.py b/artemis/config/llm.py
index de2177d..9cf2690 100644
--- a/artemis/config/llm.py
+++ b/artemis/config/llm.py
@@ -227,10 +227,10 @@ def _expand_default_into_nodes(config_dict: dict) -> dict:
         "default",
         {
             "provider": "google",
-            "model": "gemini-3.6-flash",
+            "model": "gemini-3.7-flash",
             "fallback": {
                 "provider": "google",
-                "model": "gemini-3.5-flash",
+                "model": "gemini-3.6-flash",
             },
         },
     )
diff --git a/artemis/config/paths.py b/artemis/config/paths.py
index 0015d82..fd4243b 100644
--- a/artemis/config/paths.py
+++ b/artemis/config/paths.py
@@ -27,6 +27,7 @@ from artemis.config.constants import (
     IPC_PORT_FILENAME,
     LS_ADDRESS_FILENAME,
 )
+from artemis.platform import platform
 
 # Project root directory (3 levels up from artemis/config/paths.py)
 ROOT_DIR = Path(__file__).resolve().parent.parent.parent
@@ -43,22 +44,10 @@ def get_app_dir() -> Path:
 
     Order of precedence:
     1. ARTEMIS_APP_DIR or ANTIGRAVITY_APP_DIR environment variable.
-    2. Legacy ~/.gemini/jetski directory if it exists.
-    3. Default ~/.artemis directory.
+    2. Legacy ~/.gemini/jetski or ~/.artemis directory if it exists.
+    3. OS-standard data directory via Platform Abstraction Layer (PAL).
     """
-    env_dir = os.getenv(ENV_ARTEMIS_APP_DIR) or os.getenv(ENV_ANTIGRAVITY_APP_DIR)
-    if env_dir:
-        path = Path(env_dir)
-        path.mkdir(parents=True, exist_ok=True)
-        return path
-
-    legacy_dir = Path(os.path.expanduser("~/.gemini/jetski"))
-    if legacy_dir.exists():
-        return legacy_dir
-
-    default_dir = Path(os.path.expanduser("~/.artemis"))
-    default_dir.mkdir(parents=True, exist_ok=True)
-    return default_dir
+    return platform.paths.resolve_app_dir()
 
 
 def get_default_traces_path() -> Path:
@@ -97,10 +86,7 @@ def get_temp_dir(subfolder: str | None = None) -> Path:
     Returns:
         Path object pointing to the initialized temporary directory.
     """
-    base_temp = get_app_dir() / "temp"
-    target_dir = base_temp / subfolder if subfolder else base_temp
-    target_dir.mkdir(parents=True, exist_ok=True)
-    return target_dir
+    return platform.paths.temp_dir(subfolder)
 
 
 def get_data_engine_db_path() -> Path:
@@ -132,7 +118,7 @@ def get_config_path(filename: str, default_bundled_path: Path | None = None) ->
     2. Central `config/` directory: `<ROOT_DIR>/config/<filename>`
     3. Project root directory: `<ROOT_DIR>/<filename>`
     4. Custom default bundled path (if provided and exists)
-    5. User application directory: `<APP_DIR>/<filename>`
+    5. User application/config directory via PAL: `<CONFIG_DIR>/<filename>` or `<APP_DIR>/<filename>`
     """
     env_var = f"ARTEMIS_{filename.upper().replace('.', '_').replace('-', '_')}"
     env_path_str = os.getenv(env_var)
@@ -155,6 +141,11 @@ def get_config_path(filename: str, default_bundled_path: Path | None = None) ->
     if default_bundled_path and default_bundled_path.exists():
         return default_bundled_path
 
+    # Check user PAL config directory
+    pal_config_path = platform.paths.config_dir / filename
+    if pal_config_path.exists():
+        return pal_config_path
+
     # Check user app directory
     app_dir_path = get_app_dir() / filename
     if app_dir_path.exists():
diff --git a/artemis/config/settings.py b/artemis/config/settings.py
index 1999909..7ae6e18 100644
--- a/artemis/config/settings.py
+++ b/artemis/config/settings.py
@@ -27,17 +27,21 @@ from artemis.config.constants import (
     DEFAULT_EXPLORER_VERSION,
     DEFAULT_MODEL,
     DEFAULT_PROFILE,
+    ENV_ANTHROPIC_API_KEY,
     ENV_DATA_ENGINE_DB_PATH,
     ENV_GCP_API_KEY,
     ENV_GEMINI_API_KEY,
     ENV_GOOGLE_API_KEY,
+    ENV_OCR_API_KEY,
     ENV_OPEN_ROUTER_API_KEY,
     ENV_OPENAI_API_KEY,
+    ENV_VISION_API_KEY,
     ENV_XAI_API_KEY,
     ExplorerVersion,
 )
 from artemis.config.paths import (
     GLOBAL_APP_DIR,
+    ROOT_DIR,
     get_app_dir,
     get_data_engine_db_path,
     get_default_traces_path,
@@ -45,16 +49,48 @@ from artemis.config.paths import (
 )
 from artemis.utils.logger import get_logger
 
-# Load environment configuration from app dir if present, else current working dir
+# Load environment configuration from workspace root dir and app dir if present
+load_dotenv(dotenv_path=ROOT_DIR / ".env", verbose=True)
 _global_env = GLOBAL_APP_DIR / ".env"
-if _global_env.exists():
+if _global_env.exists() and _global_env.resolve() != (ROOT_DIR / ".env").resolve():
     load_dotenv(dotenv_path=_global_env, verbose=True)
-else:
-    load_dotenv(verbose=True)
 
 logger = get_logger(__name__)
 
 
+def is_placeholder_key(val: str | SecretStr | None) -> bool:
+    """Check if an API credential is empty or an unconfigured placeholder value."""
+    if val is None:
+        return True
+    raw_str = val.get_secret_value() if isinstance(val, SecretStr) else str(val)
+    raw_str = raw_str.strip().lower()
+    if not raw_str:
+        return True
+    if raw_str in (
+        "api_key",
+        "your_api_key",
+        "your_api_key_here",
+        "your_gemini_api_key_here",
+        "your_google_cloud_vision_api_key_here",
+        "your_openai_api_key_here",
+        "your_anthropic_api_key_here",
+        "your_openrouter_api_key_here",
+        "your_xai_api_key_here",
+        "none",
+        "empty",
+        "null",
+        "undefined",
+    ):
+        return True
+    if (
+        (raw_str.startswith("your_") and raw_str.endswith("_here"))
+        or (raw_str.startswith("<") and raw_str.endswith(">"))
+        or (raw_str.startswith("[") and raw_str.endswith("]"))
+    ):
+        return True
+    return False
+
+
 class Settings(BaseSettings):
     """Centralized ARTEMIS runtime settings loaded from environment and .env files."""
 
@@ -104,7 +140,24 @@ class Settings(BaseSettings):
 
     @model_validator(mode="after")
     def fallback_api_keys(self) -> "Settings":
-        """Normalize Google / Gemini / GCP and OCR API keys for seamless interoperability."""
+        """Normalize Google / Gemini / GCP and OCR API keys and filter placeholders."""
+        # Sanitize any placeholder values loaded from environment or .env
+        for attr in (
+            "OPENAI_API_KEY",
+            "GOOGLE_API_KEY",
+            "GEMINI_API_KEY",
+            "GCP_API_KEY",
+            "ANTHROPIC_API_KEY",
+            "XAI_API_KEY",
+            "OPEN_ROUTER_API_KEY",
+            "OCR_API_KEY",
+            "VISION_API_KEY",
+            "API_KEY",
+        ):
+            val = getattr(self, attr, None)
+            if val and is_placeholder_key(val):
+                setattr(self, attr, None)
+
         if not self.GOOGLE_API_KEY:
             if self.GEMINI_API_KEY:
                 self.GOOGLE_API_KEY = self.GEMINI_API_KEY
@@ -112,13 +165,8 @@ class Settings(BaseSettings):
                 self.GOOGLE_API_KEY = self.GCP_API_KEY
 
         # Fallback for OCR & Vision API keys
-        if not self.OCR_API_KEY:
-            if self.VISION_API_KEY:
-                self.OCR_API_KEY = self.VISION_API_KEY
-            elif self.API_KEY:
-                self.OCR_API_KEY = self.API_KEY
-        if not self.API_KEY and self.OCR_API_KEY:
-            self.API_KEY = self.OCR_API_KEY
+        if not self.OCR_API_KEY and self.VISION_API_KEY:
+            self.OCR_API_KEY = self.VISION_API_KEY
         return self
 
     def get_api_key(self, provider: str) -> SecretStr | None:
@@ -131,18 +179,22 @@ class Settings(BaseSettings):
             SecretStr containing the API key or None if not configured.
         """
         provider_lower = provider.lower()
+        key: SecretStr | None = None
         if provider_lower in ("google", "gemini", "vertexai"):
-            return self.GOOGLE_API_KEY or self.GEMINI_API_KEY or self.GCP_API_KEY
+            key = self.GOOGLE_API_KEY or self.GEMINI_API_KEY or self.GCP_API_KEY
         elif provider_lower in ("ocr", "vision", "google_vision"):
-            return self.OCR_API_KEY or self.VISION_API_KEY or self.API_KEY or self.GOOGLE_API_KEY
+            key = self.OCR_API_KEY or self.VISION_API_KEY
         elif provider_lower == "openai":
-            return self.OPENAI_API_KEY
-        elif provider_lower == "anthropic":
-            return self.ANTHROPIC_API_KEY
+            key = self.OPENAI_API_KEY
+        elif provider_lower in ("anthropic", "claude"):
+            key = self.ANTHROPIC_API_KEY
         elif provider_lower == "openrouter":
-            return self.OPEN_ROUTER_API_KEY
-        elif provider_lower == "xai":
-            return self.XAI_API_KEY
+            key = self.OPEN_ROUTER_API_KEY
+        elif provider_lower in ("xai", "grok"):
+            key = self.XAI_API_KEY
+
+        if key and not is_placeholder_key(key):
+            return key
         return None
 
     def set_api_key(self, provider: str, key: str, persist_to_env: bool = False) -> None:
@@ -161,7 +213,7 @@ class Settings(BaseSettings):
             self.GOOGLE_API_KEY = secret
             self.GEMINI_API_KEY = secret
             self.GCP_API_KEY = secret
-            env_key_name = ENV_GOOGLE_API_KEY
+            env_key_name = ENV_GEMINI_API_KEY
             os.environ[ENV_GOOGLE_API_KEY] = key
             os.environ[ENV_GEMINI_API_KEY] = key
             os.environ[ENV_GCP_API_KEY] = key
@@ -169,6 +221,10 @@ class Settings(BaseSettings):
             self.OPENAI_API_KEY = secret
             env_key_name = ENV_OPENAI_API_KEY
             os.environ[ENV_OPENAI_API_KEY] = key
+        elif provider_lower in ("anthropic", "claude"):
+            self.ANTHROPIC_API_KEY = secret
+            env_key_name = ENV_ANTHROPIC_API_KEY
+            os.environ[ENV_ANTHROPIC_API_KEY] = key
         elif provider_lower == "openrouter":
             self.OPEN_ROUTER_API_KEY = secret
             env_key_name = ENV_OPEN_ROUTER_API_KEY
@@ -177,18 +233,62 @@ class Settings(BaseSettings):
             self.XAI_API_KEY = secret
             env_key_name = ENV_XAI_API_KEY
             os.environ[ENV_XAI_API_KEY] = key
+        elif provider_lower in ("ocr", "vision", "google_vision"):
+            self.OCR_API_KEY = secret
+            self.VISION_API_KEY = secret
+            env_key_name = ENV_OCR_API_KEY
+            os.environ[ENV_OCR_API_KEY] = key
+            os.environ[ENV_VISION_API_KEY] = key
 
         if persist_to_env and env_key_name:
-            try:
-                env_file = get_app_dir() / ".env"
-                lines = []
-                if env_file.exists():
-                    lines = env_file.read_text(encoding="utf-8").splitlines()
-                lines = [line for line in lines if not line.startswith(f"{env_key_name}=")]
-                lines.append(f"{env_key_name}={key}")
-                env_file.write_text("\n".join(lines) + "\n", encoding="utf-8")
-            except Exception as e:
-                logger.warning(f"Could not persist {env_key_name} to .env: {e}")
+            target_env_files = [
+                ROOT_DIR / ".env",
+                get_app_dir() / ".env",
+            ]
+            seen_paths = set()
+            for env_file in target_env_files:
+                try:
+                    resolved = env_file.resolve()
+                    if resolved in seen_paths:
+                        continue
+                    seen_paths.add(resolved)
+
+                    lines = []
+                    if env_file.exists():
+                        lines = env_file.read_text(encoding="utf-8").splitlines()
+
+                    # Determine keys to update
+                    keys_to_update = [env_key_name]
+                    if provider_lower in ("google", "gemini", "vertexai"):
+                        keys_to_update = [ENV_GEMINI_API_KEY, ENV_GOOGLE_API_KEY, ENV_GCP_API_KEY]
+                    elif provider_lower in ("ocr", "vision", "google_vision"):
+                        keys_to_update = [ENV_OCR_API_KEY, ENV_VISION_API_KEY]
+
+                    new_lines = []
+                    updated_set = set()
+                    for line in lines:
+                        replaced = False
+                        for k in keys_to_update:
+                            if (
+                                line.startswith(f"{k}=")
+                                or line.startswith(f"#{k}=")
+                                or line.startswith(f"# {k}=")
+                            ):
+                                new_lines.append(f"{k}={key}")
+                                updated_set.add(k)
+                                replaced = True
+                                break
+                        if not replaced:
+                            new_lines.append(line)
+
+                    # Ensure the primary key is present if not replaced
+                    primary_key = keys_to_update[0]
+                    if primary_key not in updated_set:
+                        new_lines.append(f"{primary_key}={key}")
+
+                    env_file.write_text("\n".join(new_lines) + "\n", encoding="utf-8")
+                except Exception as e:
+                    logger.warning(f"Could not persist {env_key_name} to {env_file}: {e}")
 
 
 # Singleton instance
diff --git a/artemis/constants.py b/artemis/constants.py
index e27b614..60db514 100644
--- a/artemis/constants.py
+++ b/artemis/constants.py
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-RECURSION_LIMIT = 400
+RECURSION_LIMIT = 30000
 MAX_MESSAGES_IN_HISTORY = 25
 VALIDATOR_MESSAGES_KEY = "validator_messages"
 
diff --git a/artemis/context.py b/artemis/context.py
index b5ec979..0bffcff 100644
--- a/artemis/context.py
+++ b/artemis/context.py
@@ -75,7 +75,7 @@ class DeviceContext(BaseModel):
         extra="allow",
     )
 
-    host_platform: Literal["WINDOWS", "LINUX"]
+    host_platform: Literal["WINDOWS", "LINUX", "DARWIN", "MACOS"] | str
     mobile_platform: DevicePlatform
     device_id: str
 
diff --git a/artemis/controllers/unified_controller.py b/artemis/controllers/unified_controller.py
index 37afcbf..0fe38ef 100644
--- a/artemis/controllers/unified_controller.py
+++ b/artemis/controllers/unified_controller.py
@@ -206,12 +206,11 @@ class UnifiedMobileController:
             for _ in range(nb_chars):
                 await self._driver.press_key("delete")
             return True
-        # Safe & robust full clear: Move to End -> Shift+Home selection -> Delete -> Fallback backspaces
+        # Best-effort full clear: End -> Ctrl+A -> Delete
         try:
             clear_cmd = (
                 "input keyevent 123 && "
-                "input keyevent --meta 1 122 && "
-                "input keyevent 67 && "
+                "input keycombination 113 29 && input keyevent 67 && "
                 "input keyevent 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67"
             )
             await self._driver.execute_shell(clear_cmd)
diff --git a/artemis/core/diagnostics/__init__.py b/artemis/core/diagnostics/__init__.py
new file mode 100644
index 0000000..05487df
--- /dev/null
+++ b/artemis/core/diagnostics/__init__.py
@@ -0,0 +1,62 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Artemis Diagnostics & System Readiness Package."""
+
+from artemis.core.diagnostics.emulator_manager import (
+    EmulatorLaunchStage,
+    EmulatorLaunchState,
+    emulator_manager,
+)
+from artemis.core.diagnostics.engine import ReadinessEngine, readiness_engine
+from artemis.core.diagnostics.probes.adb_probe import AdbDeviceProbe
+from artemis.core.diagnostics.probes.base import BaseProbe
+from artemis.core.diagnostics.probes.credentials_probe import (
+    LLMCredentialsProbe,
+    VisionOCRProbe,
+)
+from artemis.core.diagnostics.probes.runtime_probe import (
+    PythonRuntimeProbe,
+    SystemConfigProbe,
+)
+from artemis.core.diagnostics.probes.toolchain_probe import ToolchainProbe
+from artemis.core.diagnostics.schema import (
+    DeviceInfo,
+    ProbeAction,
+    ProbeCategory,
+    ProbeResult,
+    ProbeStatus,
+    SystemReadinessReport,
+)
+
+__all__ = [
+    "ReadinessEngine",
+    "readiness_engine",
+    "emulator_manager",
+    "EmulatorLaunchStage",
+    "EmulatorLaunchState",
+    "BaseProbe",
+    "PythonRuntimeProbe",
+    "SystemConfigProbe",
+    "AdbDeviceProbe",
+    "LLMCredentialsProbe",
+    "VisionOCRProbe",
+    "ToolchainProbe",
+    "DeviceInfo",
+    "ProbeAction",
+    "ProbeCategory",
+    "ProbeResult",
+    "ProbeStatus",
+    "SystemReadinessReport",
+]
diff --git a/artemis/core/diagnostics/emulator_manager.py b/artemis/core/diagnostics/emulator_manager.py
new file mode 100644
index 0000000..f3ed410
--- /dev/null
+++ b/artemis/core/diagnostics/emulator_manager.py
@@ -0,0 +1,480 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Android Emulator Launch & Boot Progress Lifecycle Manager."""
+
+import asyncio
+from collections import deque
+from enum import Enum
+import os
+from pathlib import Path
+import shutil
+import subprocess
+import threading
+import time
+from typing import Any
+
+from pydantic import BaseModel, Field
+
+from artemis.platform import OSType, platform
+from artemis.toolchain import toolchain
+from artemis.utils.logger import get_logger
+
+logger = get_logger(__name__)
+
+
+class EmulatorLaunchStage(str, Enum):
+    """Lifecycle stages of launching an Android Virtual Device."""
+
+    IDLE = "idle"
+    STARTING = "starting"  # Process spawned, verifying PID
+    WAITING_FOR_ADB = "waiting_for_adb"  # Process alive, waiting for emulator to appear in ADB
+    BOOTING = "booting"  # Visible in ADB, waiting for sys.boot_completed=1
+    READY = "ready"  # Boot complete and ready for automation
+    FAILED = "failed"  # Process crashed, lock error, or timeout
+    STOPPED = "stopped"  # Stopped by user
+
+
+class EmulatorLaunchState(BaseModel):
+    """State schema for real-time emulator launch tracking."""
+
+    avd_name: str | None = None
+    status: EmulatorLaunchStage = EmulatorLaunchStage.IDLE
+    pid: int | None = None
+    serial: str | None = None
+    stage_message: str = "Ready to launch"
+    progress_percent: int = 0
+    started_at: float | None = None
+    elapsed_seconds: int = 0
+    error: str | None = None
+    logs: list[str] = Field(default_factory=list)
+    can_retry: bool = True
+
+
+class EmulatorManager:
+    """Manages background emulator execution, stdout/stderr stream capture, and boot completion polling."""
+
+    def __init__(self):
+        self._current_state = EmulatorLaunchState()
+        self._proc: subprocess.Popen | None = None
+        self._log_buffer: deque[str] = deque(maxlen=100)
+        self._track_task: asyncio.Task | None = None
+        self._lock = asyncio.Lock()
+        self._reader_thread: threading.Thread | None = None
+
+    def _locate_emulator(self) -> str | None:
+        """Find the emulator binary path from PATH or standard SDK environments."""
+        resolved = toolchain.resolve("emulator")
+        if resolved:
+            return resolved
+
+        emu_path = shutil.which("emulator")
+        if emu_path:
+            return emu_path
+
+        sdk_candidates = [
+            os.environ.get("ANDROID_HOME"),
+            os.environ.get("ANDROID_SDK_ROOT"),
+            str(Path.home() / "Android" / "Sdk"),
+            str(Path.home() / "Android" / "sdk"),
+            str(Path.home() / "Library" / "Android" / "sdk"),
+            os.getenv("LOCALAPPDATA", "") + "/Android/Sdk" if os.getenv("LOCALAPPDATA") else None,
+            "/usr/lib/android-sdk",
+            "/opt/android-sdk",
+        ]
+        for base in sdk_candidates:
+            if base:
+                cand = (
+                    Path(base)
+                    / "emulator"
+                    / ("emulator.exe" if platform.os_type == OSType.WINDOWS else "emulator")
+                )
+                if cand.is_file():
+                    return str(cand)
+        return None
+
+    def _locate_adb(self) -> str:
+        """Find the adb binary path."""
+        resolved = toolchain.resolve("adb")
+        if resolved:
+            return resolved
+        return shutil.which("adb") or "adb"
+
+    def get_status(self) -> EmulatorLaunchState:
+        """Return current launch progress state snapshot."""
+        state = self._current_state.model_copy()
+        if state.started_at and state.status in (
+            EmulatorLaunchStage.STARTING,
+            EmulatorLaunchStage.WAITING_FOR_ADB,
+            EmulatorLaunchStage.BOOTING,
+        ):
+            state.elapsed_seconds = int(time.time() - state.started_at)
+        state.logs = list(self._log_buffer)
+        return state
+
+    def _stream_logs(self, proc: subprocess.Popen):
+        """Continuously read process stdout/stderr in a background thread."""
+        try:
+            if proc.stdout:
+                for line in iter(proc.stdout.readline, ""):
+                    if not line:
+                        break
+                    clean_line = line.strip()
+                    if clean_line:
+                        self._log_buffer.append(clean_line)
+        except Exception as e:
+            logger.debug(f"Log streaming finished: {e}")
+        finally:
+            if proc.stdout:
+                proc.stdout.close()
+
+    async def launch(self, avd_name: str) -> EmulatorLaunchState:
+        """Initiate background emulator launch and start asynchronous boot monitoring."""
+        clean_avd = avd_name.strip()
+        if not clean_avd:
+            self._current_state = EmulatorLaunchState(
+                status=EmulatorLaunchStage.FAILED,
+                error="AVD name cannot be empty.",
+                stage_message="Launch failed: AVD name cannot be empty.",
+            )
+            return self.get_status()
+
+        async with self._lock:
+            # If already launching the same AVD and process is alive
+            if (
+                self._current_state.status
+                in (
+                    EmulatorLaunchStage.STARTING,
+                    EmulatorLaunchStage.WAITING_FOR_ADB,
+                    EmulatorLaunchStage.BOOTING,
+                )
+                and self._current_state.avd_name == clean_avd
+                and self._proc is not None
+                and self._proc.poll() is None
+            ):
+                logger.info(f"AVD '{clean_avd}' is already in progress of launching.")
+                return self.get_status()
+
+            emu_path = self._locate_emulator()
+            if not emu_path:
+                self._current_state = EmulatorLaunchState(
+                    avd_name=clean_avd,
+                    status=EmulatorLaunchStage.FAILED,
+                    error="Android emulator executable not found in PATH or Android SDK. Please install Android SDK platform tools and emulator.",
+                    stage_message="Emulator binary not found.",
+                )
+                return self.get_status()
+
+            self._log_buffer.clear()
+            self._log_buffer.append(f"Starting emulator '{clean_avd}' using binary: {emu_path}")
+
+            try:
+                # Cancel previous tracker if any
+                if self._track_task and not self._track_task.done():
+                    self._track_task.cancel()
+
+                # Spawn emulator process capturing stdout & stderr
+                proc = subprocess.Popen(
+                    [emu_path, "-avd", clean_avd],
+                    stdout=subprocess.PIPE,
+                    stderr=subprocess.STDOUT,
+                    text=True,
+                    bufsize=1,
+                    start_new_session=True,
+                )
+                self._proc = proc
+                now = time.time()
+
+                # Start reader thread for stdout/stderr
+                self._reader_thread = threading.Thread(
+                    target=self._stream_logs, args=(proc,), daemon=True
+                )
+                self._reader_thread.start()
+
+                self._current_state = EmulatorLaunchState(
+                    avd_name=clean_avd,
+                    status=EmulatorLaunchStage.STARTING,
+                    pid=proc.pid,
+                    stage_message=f"Process spawned (PID: {proc.pid}). Initializing QEMU virtualization...",
+                    progress_percent=15,
+                    started_at=now,
+                    elapsed_seconds=0,
+                    error=None,
+                    logs=list(self._log_buffer),
+                )
+
+                # Launch async boot tracker task
+                self._track_task = asyncio.create_task(
+                    self._track_boot_lifecycle(clean_avd, proc, now)
+                )
+
+                return self.get_status()
+
+            except Exception as e:
+                logger.error(f"Failed to spawn emulator process: {e}")
+                self._current_state = EmulatorLaunchState(
+                    avd_name=clean_avd,
+                    status=EmulatorLaunchStage.FAILED,
+                    error=f"Failed to spawn emulator process: {e}",
+                    stage_message="Failed to spawn emulator process.",
+                    logs=list(self._log_buffer),
+                )
+                return self.get_status()
+
+    async def _track_boot_lifecycle(self, avd_name: str, proc: subprocess.Popen, started_at: float):
+        """Monitor emulator lifecycle from process execution to ADB connection and OS boot completion."""
+        adb_path = self._locate_adb()
+        detected_serial: str | None = None
+        max_wait_seconds = 180  # 3 minutes maximum boot timeout
+
+        try:
+            # Phase 1: Early crash detection (first 5 seconds)
+            for _ in range(5):
+                await asyncio.sleep(1)
+                poll_res = proc.poll()
+                if poll_res is not None:
+                    logs_str = "\n".join(list(self._log_buffer)[-10:])
+                    error_msg = f"Emulator process exited immediately with code {poll_res}."
+                    if "already running" in logs_str.lower() or "lock" in logs_str.lower():
+                        error_msg = f"AVD '{avd_name}' is locked by another running emulator instance. Try stopping existing instances or restart ADB."
+                    elif "panic" in logs_str.lower():
+                        error_msg = f"Emulator panic: {logs_str}"
+
+                    logger.error(f"[EmulatorManager] Early crash: {error_msg}")
+                    self._current_state = EmulatorLaunchState(
+                        avd_name=avd_name,
+                        status=EmulatorLaunchStage.FAILED,
+                        pid=proc.pid,
+                        error=error_msg,
+                        stage_message=f"Process exited prematurely (Exit code {poll_res})",
+                        started_at=started_at,
+                        elapsed_seconds=int(time.time() - started_at),
+                        logs=list(self._log_buffer),
+                    )
+                    return
+
+            # Phase 2: Waiting for ADB handshake
+            self._current_state.status = EmulatorLaunchStage.WAITING_FOR_ADB
+            self._current_state.progress_percent = 35
+            self._current_state.stage_message = (
+                "QEMU hypervisor started. Waiting for ADB connection..."
+            )
+
+            while time.time() - started_at < max_wait_seconds:
+                await asyncio.sleep(1.5)
+
+                # Check if process died
+                poll_res = proc.poll()
+                if poll_res is not None:
+                    logs_str = "\n".join(list(self._log_buffer)[-10:])
+                    self._current_state = EmulatorLaunchState(
+                        avd_name=avd_name,
+                        status=EmulatorLaunchStage.FAILED,
+                        pid=proc.pid,
+                        error=f"Emulator process terminated unexpectedly (exit code {poll_res}): {logs_str}",
+                        stage_message="Process terminated unexpectedly",
+                        started_at=started_at,
+                        elapsed_seconds=int(time.time() - started_at),
+                        logs=list(self._log_buffer),
+                    )
+                    return
+
+                # Check adb devices for emulator serial
+                try:
+                    p = await asyncio.create_subprocess_exec(
+                        adb_path,
+                        "devices",
+                        "-l",
+                        stdout=subprocess.PIPE,
+                        stderr=subprocess.PIPE,
+                    )
+                    stdout, _ = await p.communicate()
+                    out_text = stdout.decode(errors="replace")
+
+                    # Scan for emulator-*
+                    for line in out_text.splitlines():
+                        line = line.strip()
+                        if line.startswith("emulator-"):
+                            parts = line.split()
+                            if parts:
+                                detected_serial = parts[0]
+                                break
+                except Exception as e:
+                    logger.debug(f"ADB query error during boot tracking: {e}")
+
+                if detected_serial:
+                    break
+
+            if not detected_serial:
+                self._current_state = EmulatorLaunchState(
+                    avd_name=avd_name,
+                    status=EmulatorLaunchStage.FAILED,
+                    pid=proc.pid,
+                    error="Timeout waiting for emulator to connect to ADB.",
+                    stage_message="ADB handshake timed out.",
+                    started_at=started_at,
+                    elapsed_seconds=int(time.time() - started_at),
+                    logs=list(self._log_buffer),
+                )
+                return
+
+            # Phase 3: Android OS Booting (Polling sys.boot_completed)
+            self._current_state.status = EmulatorLaunchStage.BOOTING
+            self._current_state.serial = detected_serial
+            self._current_state.progress_percent = 65
+            self._current_state.stage_message = (
+                f"Connected to ADB ({detected_serial}). Android OS is booting up..."
+            )
+
+            while time.time() - started_at < max_wait_seconds:
+                await asyncio.sleep(2)
+
+                # Check if process died
+                poll_res = proc.poll()
+                if poll_res is not None:
+                    self._current_state = EmulatorLaunchState(
+                        avd_name=avd_name,
+                        status=EmulatorLaunchStage.FAILED,
+                        pid=proc.pid,
+                        error=f"Emulator process crashed during OS boot (exit code {poll_res}).",
+                        stage_message="Process crashed during OS boot",
+                        started_at=started_at,
+                        elapsed_seconds=int(time.time() - started_at),
+                        logs=list(self._log_buffer),
+                    )
+                    return
+
+                # Check sys.boot_completed
+                try:
+                    p = await asyncio.create_subprocess_exec(
+                        adb_path,
+                        "-s",
+                        detected_serial,
+                        "shell",
+                        "getprop sys.boot_completed",
+                        stdout=subprocess.PIPE,
+                        stderr=subprocess.PIPE,
+                    )
+                    stdout, _ = await p.communicate()
+                    boot_completed = stdout.decode(errors="replace").strip()
+
+                    if boot_completed == "1":
+                        logger.info(
+                            f"[EmulatorManager] Android system boot completed for {detected_serial} ({avd_name})"
+                        )
+                        self._current_state = EmulatorLaunchState(
+                            avd_name=avd_name,
+                            status=EmulatorLaunchStage.READY,
+                            pid=proc.pid,
+                            serial=detected_serial,
+                            stage_message=f"Android emulator '{avd_name}' is fully booted and ready!",
+                            progress_percent=100,
+                            started_at=started_at,
+                            elapsed_seconds=int(time.time() - started_at),
+                            error=None,
+                            logs=list(self._log_buffer),
+                        )
+                        try:
+                            from artemis.core.diagnostics.engine import readiness_engine
+
+                            readiness_engine.set_active_device_serial(detected_serial)
+                        except Exception as e:
+                            logger.debug(f"Failed to auto-select device serial: {e}")
+                        return
+                    else:
+                        # Gradual progress visual indicator
+                        elapsed = time.time() - started_at
+                        calc_progress = min(95, int(65 + (elapsed / 60) * 30))
+                        self._current_state.progress_percent = calc_progress
+                        self._current_state.stage_message = f"Android OS booting ({int(elapsed)}s)... Initializing system services..."
+                except Exception as e:
+                    logger.debug(f"Error querying boot_completed: {e}")
+
+            # Timeout after max_wait_seconds
+            self._current_state = EmulatorLaunchState(
+                avd_name=avd_name,
+                status=EmulatorLaunchStage.FAILED,
+                pid=proc.pid,
+                serial=detected_serial,
+                error=f"Android OS boot did not finish within {max_wait_seconds}s timeout.",
+                stage_message="Boot process timed out.",
+                started_at=started_at,
+                elapsed_seconds=int(time.time() - started_at),
+                logs=list(self._log_buffer),
+            )
+
+        except asyncio.CancelledError:
+            logger.info(f"[EmulatorManager] Boot tracker cancelled for '{avd_name}'")
+        except Exception as exc:
+            logger.error(f"[EmulatorManager] Unexpected exception in boot tracker: {exc}")
+            self._current_state = EmulatorLaunchState(
+                avd_name=avd_name,
+                status=EmulatorLaunchStage.FAILED,
+                pid=proc.pid if proc else None,
+                error=f"Unexpected error: {exc}",
+                stage_message="Unexpected error during boot tracking.",
+                started_at=started_at,
+                elapsed_seconds=int(time.time() - started_at),
+                logs=list(self._log_buffer),
+            )
+
+    async def stop(self) -> dict[str, Any]:
+        """Terminate the active emulator process."""
+        async with self._lock:
+            if self._track_task and not self._track_task.done():
+                self._track_task.cancel()
+
+            serial = self._current_state.serial
+            pid = self._current_state.pid
+            avd = self._current_state.avd_name
+
+            if serial:
+                try:
+                    adb_path = self._locate_adb()
+                    subprocess.run(
+                        [adb_path, "-s", serial, "emu", "kill"],
+                        stdout=subprocess.DEVNULL,
+                        stderr=subprocess.DEVNULL,
+                        timeout=5,
+                    )
+                except Exception:
+                    pass
+
+            if self._proc and self._proc.poll() is None:
+                try:
+                    self._proc.terminate()
+                    try:
+                        self._proc.wait(timeout=3)
+                    except subprocess.TimeoutExpired:
+                        self._proc.kill()
+                except Exception as e:
+                    logger.error(f"Error terminating emulator process {pid}: {e}")
+
+            self._current_state = EmulatorLaunchState(
+                avd_name=avd,
+                status=EmulatorLaunchStage.STOPPED,
+                stage_message="Emulator process stopped by user.",
+                logs=list(self._log_buffer),
+            )
+            return {"success": True, "message": f"Emulator '{avd}' stopped"}
+
+    def dismiss(self) -> dict[str, Any]:
+        """Reset emulator launch state back to idle."""
+        self._current_state = EmulatorLaunchState()
+        self._log_buffer.clear()
+        return {"success": True, "message": "State reset"}
+
+
+# Global singleton instance
+emulator_manager = EmulatorManager()
diff --git a/artemis/core/diagnostics/engine.py b/artemis/core/diagnostics/engine.py
new file mode 100644
index 0000000..7a1c644
--- /dev/null
+++ b/artemis/core/diagnostics/engine.py
@@ -0,0 +1,228 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""System Readiness & Diagnostic Orchestration Engine."""
+
+import asyncio
+import shutil
+import subprocess
+import time
+from typing import Any
+
+from artemis.core.diagnostics.probes.adb_probe import AdbDeviceProbe
+from artemis.core.diagnostics.probes.base import BaseProbe
+from artemis.core.diagnostics.probes.credentials_probe import (
+    LLMCredentialsProbe,
+    VisionOCRProbe,
+)
+from artemis.core.diagnostics.probes.runtime_probe import (
+    PythonRuntimeProbe,
+    SystemConfigProbe,
+)
+from artemis.core.diagnostics.probes.toolchain_probe import ToolchainProbe
+from artemis.core.diagnostics.schema import (
+    DeviceInfo,
+    ProbeCategory,
+    ProbeResult,
+    ProbeStatus,
+    SystemReadinessReport,
+)
+from artemis.platform import platform
+from artemis.toolchain import toolchain
+from artemis.utils.logger import get_logger
+
+logger = get_logger(__name__)
+
+
+class ReadinessEngine:
+    """Central orchestration engine executing modular readiness probes."""
+
+    def __init__(self):
+        self._probes: dict[str, BaseProbe] = {}
+        self._active_device_serial: str | None = None
+        self._python_probe = PythonRuntimeProbe()
+        self._config_probe = SystemConfigProbe()
+        self._toolchain_probe = ToolchainProbe()
+        self._credentials_probe = LLMCredentialsProbe()
+        self._ocr_probe = VisionOCRProbe()
+        self._adb_probe = AdbDeviceProbe()
+
+        # Register default core probes in logical lifecycle order
+        self.register_probe(self._python_probe)
+        self.register_probe(self._config_probe)
+        self.register_probe(self._toolchain_probe)
+        self.register_probe(self._credentials_probe)
+        self.register_probe(self._ocr_probe)
+        self.register_probe(self._adb_probe)
+
+    def register_probe(self, probe: BaseProbe) -> None:
+        """Register a new diagnostic probe."""
+        self._probes[probe.probe_id] = probe
+
+    def unregister_probe(self, probe_id: str) -> None:
+        """Remove a diagnostic probe."""
+        self._probes.pop(probe_id, None)
+
+    def set_active_device_serial(self, serial: str | None) -> None:
+        """Set user-selected active target device serial."""
+        self._active_device_serial = serial
+        if hasattr(self._adb_probe, "set_target_serial"):
+            self._adb_probe.set_target_serial(serial)
+
+    def get_active_device_serial(self) -> str | None:
+        """Get currently selected active device serial."""
+        return self._active_device_serial
+
+    async def run_probe(self, probe_id: str) -> ProbeResult | None:
+        """Execute a single specific probe by ID."""
+        probe = self._probes.get(probe_id)
+        if not probe:
+            return None
+        return await probe.probe()
+
+    async def run_all(self, categories: list[ProbeCategory] | None = None) -> SystemReadinessReport:
+        """Concurrently run all registered diagnostic probes and compile report."""
+        toolchain.clear_cache()
+        target_probes = [
+            probe
+            for probe in self._probes.values()
+            if categories is None or probe.category in categories
+        ]
+
+        # Concurrently execute probes
+        results: list[ProbeResult] = await asyncio.gather(
+            *[probe.probe() for probe in target_probes],
+            return_exceptions=False,
+        )
+
+        blockers = [r for r in results if r.is_blocker]
+        passed_blockers = [r for r in blockers if r.status == ProbeStatus.PASS]
+        overall_ready = len(blockers) > 0 and len(blockers) == len(passed_blockers)
+
+        # Extract active device info from ADB probe metadata if available
+        active_device: DeviceInfo | None = None
+        adb_result = next((r for r in results if r.id == "android_adb"), None)
+        if adb_result and adb_result.metadata.get("active_device"):
+            try:
+                active_device = DeviceInfo(**adb_result.metadata["active_device"])
+            except Exception:
+                pass
+
+        return SystemReadinessReport(
+            overall_ready=overall_ready,
+            blocker_count=len(blockers),
+            passed_blocker_count=len(passed_blockers),
+            probes=results,
+            active_device=active_device,
+            os_type=platform.os_type.value,
+            timestamp=time.time(),
+        )
+
+    async def restart_adb_server(self) -> dict[str, Any]:
+        """Execute adb kill-server && adb start-server to recover connectivity."""
+        adb_path = shutil.which("adb") or "adb"
+
+        def _restart_sync():
+            try:
+                subprocess.run(
+                    [adb_path, "kill-server"],
+                    stdout=subprocess.DEVNULL,
+                    stderr=subprocess.DEVNULL,
+                    timeout=5,
+                )
+                res = subprocess.run(
+                    [adb_path, "start-server"],
+                    stdout=subprocess.DEVNULL,
+                    stderr=subprocess.DEVNULL,
+                    timeout=5,
+                )
+                success = res.returncode == 0
+                return {
+                    "success": success,
+                    "message": "ADB server restarted successfully"
+                    if success
+                    else "Failed to restart ADB",
+                    "output": "",
+                }
+            except Exception as exc:
+                return {
+                    "success": False,
+                    "message": f"Error executing ADB restart: {exc}",
+                }
+
+        logger.info("[ReadinessEngine] Restarting ADB server...")
+        return await asyncio.to_thread(_restart_sync)
+
+    async def launch_emulator(self, avd_name: str) -> dict[str, Any]:
+        """Launch an Android emulator by AVD name in the background and track its lifecycle."""
+        from artemis.core.diagnostics.emulator_manager import emulator_manager
+
+        state = await emulator_manager.launch(avd_name)
+        return state.model_dump()
+
+    def get_emulator_status(self) -> dict[str, Any]:
+        """Query current status of background emulator launch."""
+        from artemis.core.diagnostics.emulator_manager import emulator_manager
+
+        return emulator_manager.get_status().model_dump()
+
+    async def stop_emulator(self) -> dict[str, Any]:
+        """Stop current running emulator."""
+        from artemis.core.diagnostics.emulator_manager import emulator_manager
+
+        return await emulator_manager.stop()
+
+    def dismiss_emulator(self) -> dict[str, Any]:
+        """Dismiss current emulator launch state."""
+        from artemis.core.diagnostics.emulator_manager import emulator_manager
+
+        return emulator_manager.dismiss()
+
+    async def connect_wireless_adb(self, host: str, port: int = 5555) -> dict[str, Any]:
+        """Connect to an Android device over Wi-Fi via adb connect."""
+        clean_host = host.strip()
+        if not clean_host:
+            return {"success": False, "message": "Host IP address cannot be empty"}
+        target = f"{clean_host}:{port}"
+        adb_path = shutil.which("adb") or "adb"
+
+        def _connect_sync():
+            try:
+                res = subprocess.run(
+                    [adb_path, "connect", target],
+                    capture_output=True,
+                    text=True,
+                    timeout=8,
+                )
+                output = (res.stdout + "\n" + res.stderr).strip()
+                success = "connected to" in output.lower() and "failed" not in output.lower()
+                return {
+                    "success": success,
+                    "target": target,
+                    "output": output,
+                    "message": f"Connected to {target}" if success else output,
+                }
+            except Exception as exc:
+                return {
+                    "success": False,
+                    "target": target,
+                    "message": f"Connection error: {exc}",
+                }
+
+        logger.info(f"[ReadinessEngine] Connecting to wireless ADB target '{target}'...")
+        return await asyncio.to_thread(_connect_sync)
+
+
+# Global singleton instance
+readiness_engine = ReadinessEngine()
diff --git a/artemis/core/diagnostics/probes/adb_probe.py b/artemis/core/diagnostics/probes/adb_probe.py
new file mode 100644
index 0000000..6ffb16f
--- /dev/null
+++ b/artemis/core/diagnostics/probes/adb_probe.py
@@ -0,0 +1,449 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Android ADB & Device Connectivity Probe with AVD Detection."""
+
+import asyncio
+import os
+from pathlib import Path
+import shutil
+import subprocess
+from typing import Any
+
+from artemis.core.diagnostics.probes.base import BaseProbe
+from artemis.core.diagnostics.schema import (
+    DeviceInfo,
+    ProbeAction,
+    ProbeCategory,
+    ProbeResult,
+    ProbeStatus,
+)
+from artemis.platform import OSType, platform
+from artemis.toolchain import toolchain
+from artemis.utils.logger import get_logger
+
+logger = get_logger(__name__)
+
+
+class AdbDeviceProbe(BaseProbe):
+    """Deep inspection probe for Android Debug Bridge, connected mobile devices, and local AVD emulators."""
+
+    def __init__(self, target_serial: str | None = None):
+        self._target_serial = target_serial
+
+    @property
+    def probe_id(self) -> str:
+        return "android_adb"
+
+    @property
+    def category(self) -> ProbeCategory:
+        return ProbeCategory.DEVICE
+
+    @property
+    def is_blocker(self) -> bool:
+        return True
+
+    def set_target_serial(self, serial: str | None) -> None:
+        """Set or update preferred active device serial."""
+        self._target_serial = serial
+
+    def _locate_adb(self) -> str | None:
+        """Find the adb binary path from ToolchainResolver."""
+        return toolchain.resolve("adb", force_refresh=True)
+
+    def _locate_emulator(self) -> str | None:
+        """Find the emulator binary path from PATH or standard SDK environments."""
+        emu_path = shutil.which("emulator")
+        if emu_path:
+            return emu_path
+
+        sdk_candidates = [
+            os.environ.get("ANDROID_HOME"),
+            os.environ.get("ANDROID_SDK_ROOT"),
+            str(Path.home() / "Android" / "Sdk"),
+            str(Path.home() / "Android" / "sdk"),
+            str(Path.home() / "Library" / "Android" / "sdk"),
+            os.getenv("LOCALAPPDATA", "") + "/Android/Sdk" if os.getenv("LOCALAPPDATA") else None,
+            "/usr/lib/android-sdk",
+            "/opt/android-sdk",
+        ]
+        for base in sdk_candidates:
+            if base:
+                cand = (
+                    Path(base)
+                    / "emulator"
+                    / ("emulator.exe" if platform.os_type == OSType.WINDOWS else "emulator")
+                )
+                if cand.is_file():
+                    return str(cand)
+        return None
+
+    def _list_installed_avds(self, emulator_path: str | None = None) -> list[str]:
+        """Discover all locally created Android Virtual Devices (AVDs)."""
+        avd_names: list[str] = []
+
+        # Method 1: Scan ~/.android/avd/*.ini
+        avd_dir = Path.home() / ".android" / "avd"
+        if avd_dir.is_dir():
+            for ini_file in avd_dir.glob("*.ini"):
+                name = ini_file.stem
+                if name and name not in avd_names:
+                    avd_names.append(name)
+
+        return avd_names
+
+    async def _get_adb_version(self, adb_path: str) -> str:
+        """Query ADB version string."""
+        try:
+            proc = await asyncio.create_subprocess_exec(
+                adb_path,
+                "version",
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            stdout, _ = await proc.communicate()
+            if stdout:
+                first_line = stdout.decode(errors="replace").strip().splitlines()[0]
+                return first_line
+        except Exception as e:
+            logger.debug(f"Failed to read adb version: {e}")
+        return "Installed"
+
+    async def _parse_adb_devices(self, adb_path: str) -> list[DeviceInfo]:
+        """Execute `adb devices -l` and extract structured device metadata."""
+        devices: list[DeviceInfo] = []
+        try:
+            proc = await asyncio.create_subprocess_exec(
+                adb_path,
+                "devices",
+                "-l",
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            stdout, _ = await proc.communicate()
+            if proc.returncode != 0 or not stdout:
+                return devices
+
+            lines = [
+                line.strip()
+                for line in stdout.decode(errors="replace").splitlines()
+                if line.strip()
+            ]
+            for line in lines[1:]:  # Skip "List of devices attached"
+                parts = line.split()
+                if len(parts) < 2:
+                    continue
+
+                serial = parts[0]
+                state = parts[1]
+                extra_tokens = parts[2:]
+
+                model = None
+                product = None
+                for token in extra_tokens:
+                    if token.startswith("model:"):
+                        model = token.split(":", 1)[1].replace("_", " ")
+                    elif token.startswith("product:"):
+                        product = token.split(":", 1)[1]
+
+                is_emulator = (
+                    serial.startswith("emulator-") or "127.0.0.1" in serial or "localhost" in serial
+                )
+                if is_emulator and not model:
+                    model = "Android Emulator"
+
+                device_info = DeviceInfo(
+                    serial=serial,
+                    state=state,
+                    model=model,
+                    product=product,
+                    is_emulator=is_emulator,
+                )
+                devices.append(device_info)
+
+        except Exception as e:
+            logger.error(f"Error querying adb devices: {e}")
+
+        # For authorized devices, attempt non-blocking quick property enrichment
+        for dev in devices:
+            if dev.state == "device":
+                try:
+                    p_prop = await asyncio.create_subprocess_exec(
+                        adb_path,
+                        "-s",
+                        dev.serial,
+                        "shell",
+                        "getprop ro.build.version.release",
+                        stdout=subprocess.PIPE,
+                        stderr=subprocess.PIPE,
+                    )
+                    p_size = await asyncio.create_subprocess_exec(
+                        adb_path,
+                        "-s",
+                        dev.serial,
+                        "shell",
+                        "wm size",
+                        stdout=subprocess.PIPE,
+                        stderr=subprocess.PIPE,
+                    )
+                    out_prop, _ = await p_prop.communicate()
+                    out_size, _ = await p_size.communicate()
+
+                    if out_prop:
+                        dev.android_version = out_prop.decode(errors="replace").strip()
+                    if out_size:
+                        size_str = out_size.decode(errors="replace").strip()
+                        if "Physical size:" in size_str:
+                            dev.screen_resolution = size_str.split("Physical size:")[-1].strip()
+
+                    # Query installed application packages with timeout protection
+                    try:
+                        p_pkg = await asyncio.create_subprocess_exec(
+                            adb_path,
+                            "-s",
+                            dev.serial,
+                            "shell",
+                            "pm list packages",
+                            stdout=subprocess.PIPE,
+                            stderr=subprocess.PIPE,
+                        )
+                        out_pkg, _ = await asyncio.wait_for(p_pkg.communicate(), timeout=2.5)
+                        if out_pkg:
+                            pkgs = [
+                                line.split("package:", 1)[1].strip()
+                                for line in out_pkg.decode(errors="replace").splitlines()
+                                if line.startswith("package:")
+                                and line.split("package:", 1)[1].strip()
+                            ]
+                            dev.installed_packages = pkgs
+                    except Exception as e_pkg:
+                        logger.debug(f"Failed to query packages for {dev.serial}: {e_pkg}")
+                except Exception:
+                    pass
+
+        return devices
+
+    async def probe(self) -> ProbeResult:
+        """Run complete ADB, device, and local AVD connectivity probe."""
+        adb_path = self._locate_adb()
+        emulator_path = self._locate_emulator()
+        installed_avds = self._list_installed_avds(emulator_path)
+
+        # 1. ADB binary check
+        if not adb_path:
+            actions = []
+            if platform.os_type == OSType.WINDOWS:
+                actions.append(
+                    ProbeAction(
+                        action_type="command",
+                        label="Install via WinGet",
+                        payload="winget install Google.PlatformTools",
+                    )
+                )
+                actions.append(
+                    ProbeAction(
+                        action_type="command",
+                        label="Run PowerShell Setup",
+                        payload="powershell -ExecutionPolicy Bypass -File scripts/install_deps.ps1",
+                    )
+                )
+            elif platform.os_type == OSType.MACOS:
+                actions.append(
+                    ProbeAction(
+                        action_type="command",
+                        label="Install via Homebrew",
+                        payload="brew install android-platform-tools",
+                    )
+                )
+            else:
+                actions.append(
+                    ProbeAction(
+                        action_type="command",
+                        label="Linux Quick Install",
+                        payload="sudo apt-get install -y adb",
+                    )
+                )
+                actions.append(
+                    ProbeAction(
+                        action_type="command",
+                        label="One-Click Install All",
+                        payload="bash scripts/install_deps.sh",
+                    )
+                )
+
+            actions.append(
+                ProbeAction(
+                    action_type="link",
+                    label="Download Android Platform Tools",
+                    payload="https://developer.android.com/tools/releases/platform-tools",
+                )
+            )
+
+            return ProbeResult(
+                id=self.probe_id,
+                category=self.category,
+                title="Device / Emulator Connected",
+                status=ProbeStatus.FAIL,
+                is_blocker=self.is_blocker,
+                summary="ADB Not Found",
+                description="Android Debug Bridge (adb) is not installed or not in PATH.",
+                metadata={"installed": False},
+                actions=actions,
+            )
+
+        adb_ver = await self._get_adb_version(adb_path)
+        devices = await self._parse_adb_devices(adb_path)
+
+        # Normalize emulator command display
+        is_emu_in_path = shutil.which("emulator") is not None
+        emu_display_cmd = "emulator" if is_emu_in_path else (emulator_path or "emulator")
+
+        metadata: dict[str, Any] = {
+            "installed": True,
+            "adb_path": adb_path,
+            "adb_version": adb_ver,
+            "emulator_path": emulator_path,
+            "is_emulator_in_path": is_emu_in_path,
+            "installed_avds": installed_avds,
+            "device_count": len(devices),
+            "devices": [d.model_dump() for d in devices],
+        }
+
+        # 2. Case: No devices found
+        if not devices:
+            actions: list[ProbeAction] = []
+
+            # If user has installed AVDs, generate exact launch commands for each
+            if installed_avds:
+                for avd in installed_avds:
+                    actions.append(
+                        ProbeAction(
+                            action_type="command",
+                            label=f"Launch {avd}",
+                            payload=f"{emu_display_cmd} -avd {avd}",
+                        )
+                    )
+            else:
+                actions.append(
+                    ProbeAction(
+                        action_type="command",
+                        label="Start Default Emulator",
+                        payload=f"{emu_display_cmd} -avd Pixel_8_API_34",
+                    )
+                )
+
+            actions.append(
+                ProbeAction(
+                    action_type="hint",
+                    label="Connect via USB",
+                    payload="Connect your Android phone via USB cable and enable Developer Options -> USB Debugging.",
+                )
+            )
+
+            desc = "ADB is ready, but no active Android device or emulator was detected."
+            if installed_avds:
+                desc += f" Found {len(installed_avds)} installed emulator(s): {', '.join(installed_avds)}."
+
+            return ProbeResult(
+                id=self.probe_id,
+                category=self.category,
+                title="Device / Emulator Connected",
+                status=ProbeStatus.WARN,
+                is_blocker=self.is_blocker,
+                summary="No Device Found",
+                description=desc,
+                metadata=metadata,
+                actions=actions,
+            )
+
+        # 3. Check for authorized and ready devices
+        ready_devices = [d for d in devices if d.state == "device"]
+        unauthorized_devices = [d for d in devices if d.state == "unauthorized"]
+
+        if not ready_devices:
+            if unauthorized_devices:
+                unauth_serial = unauthorized_devices[0].serial
+                return ProbeResult(
+                    id=self.probe_id,
+                    category=self.category,
+                    title="Device / Emulator Connected",
+                    status=ProbeStatus.WARN,
+                    is_blocker=self.is_blocker,
+                    summary="Device Unauthorized",
+                    description=f"Device detected ({unauth_serial}), but USB debugging is not yet authorized.",
+                    metadata=metadata,
+                    actions=[
+                        ProbeAction(
+                            action_type="hint",
+                            label="Authorize USB Debugging",
+                            payload="Please unlock your Android phone and tap 'Allow' on the USB Debugging permission prompt.",
+                        ),
+                        ProbeAction(
+                            action_type="command",
+                            label="Restart ADB Server",
+                            payload=f"{adb_path} kill-server && {adb_path} start-server",
+                        ),
+                    ],
+                )
+            else:
+                first_serial = devices[0].serial
+                first_state = devices[0].state
+                return ProbeResult(
+                    id=self.probe_id,
+                    category=self.category,
+                    title="Device / Emulator Connected",
+                    status=ProbeStatus.WARN,
+                    is_blocker=self.is_blocker,
+                    summary="Device Booting",
+                    description=f"Device detected ({first_serial}, state: {first_state}). It is currently booting up or offline. Please wait a few seconds...",
+                    metadata=metadata,
+                    actions=[
+                        ProbeAction(
+                            action_type="hint",
+                            label="Device Booting",
+                            payload=f"Device {first_serial} is initializing. It will be ready automatically in a few seconds.",
+                        )
+                    ],
+                )
+
+        # 4. Ready device available
+        active_dev = ready_devices[0]
+        if self._target_serial:
+            matched = next((d for d in ready_devices if d.serial == self._target_serial), None)
+            if matched:
+                active_dev = matched
+
+        display_name = active_dev.model or active_dev.serial
+        if active_dev.screen_resolution:
+            display_name = f"{display_name} ({active_dev.screen_resolution})"
+
+        metadata["active_device"] = active_dev.model_dump()
+
+        return ProbeResult(
+            id=self.probe_id,
+            category=self.category,
+            title="Device / Emulator Connected",
+            status=ProbeStatus.PASS,
+            is_blocker=self.is_blocker,
+            summary="Connected",
+            description=f"ADB connected to {display_name}. Ready for perception and touch automation.",
+            metadata=metadata,
+            actions=[
+                ProbeAction(
+                    action_type="hint",
+                    label="Device Ready",
+                    payload=f"Serial: {active_dev.serial} | Android OS: {active_dev.android_version or 'Unknown'}",
+                )
+            ],
+        )
diff --git a/artemis/core/diagnostics/probes/base.py b/artemis/core/diagnostics/probes/base.py
new file mode 100644
index 0000000..42b6149
--- /dev/null
+++ b/artemis/core/diagnostics/probes/base.py
@@ -0,0 +1,45 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Abstract Base Probe for Artemis System Diagnostics."""
+
+from abc import ABC, abstractmethod
+from artemis.core.diagnostics.schema import ProbeCategory, ProbeResult
+
+
+class BaseProbe(ABC):
+    """Abstract interface representing a system readiness probe."""
+
+    @property
+    @abstractmethod
+    def probe_id(self) -> str:
+        """Unique identifier for this probe."""
+        pass
+
+    @property
+    @abstractmethod
+    def category(self) -> ProbeCategory:
+        """Category to which this probe belongs."""
+        pass
+
+    @property
+    @abstractmethod
+    def is_blocker(self) -> bool:
+        """Whether a failure in this probe should block autonomous task execution."""
+        pass
+
+    @abstractmethod
+    async def probe(self) -> ProbeResult:
+        """Execute the probe inspection and return a structured ProbeResult."""
+        pass
diff --git a/artemis/core/diagnostics/probes/credentials_probe.py b/artemis/core/diagnostics/probes/credentials_probe.py
new file mode 100644
index 0000000..effd0aa
--- /dev/null
+++ b/artemis/core/diagnostics/probes/credentials_probe.py
@@ -0,0 +1,296 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""LLM & Multimodal Vision Credentials Readiness Probe."""
+
+from typing import Any
+from artemis.config import settings
+from artemis.core.diagnostics.probes.base import BaseProbe
+from artemis.core.diagnostics.schema import (
+    ProbeAction,
+    ProbeCategory,
+    ProbeResult,
+    ProbeStatus,
+)
+
+
+class LLMCredentialsProbe(BaseProbe):
+    """Probe verifying Gemini and multi-provider multimodal LLM credentials."""
+
+    @property
+    def probe_id(self) -> str:
+        return "gemini_api_key"
+
+    @property
+    def category(self) -> ProbeCategory:
+        return ProbeCategory.CREDENTIALS
+
+    @property
+    def is_blocker(self) -> bool:
+        return True
+
+    def _mask_key(self, key_str: str) -> str:
+        """Helper to safely mask an API credential for display."""
+        if len(key_str) > 10:
+            return f"{key_str[:6]}...{key_str[-4:]}"
+        return "***"
+
+    async def probe(self) -> ProbeResult:
+        import os
+
+        from artemis.config.settings import is_placeholder_key
+
+        gemini_key = settings.get_api_key("google")
+        openai_key = settings.get_api_key("openai")
+        claude_key = settings.get_api_key("anthropic")
+        openrouter_key = settings.get_api_key("openrouter")
+        xai_key = settings.get_api_key("xai")
+        ocr_key = settings.get_api_key("ocr")
+
+        configured_providers: list[dict[str, Any]] = []
+        api_keys_map: dict[str, str] = {}
+        if gemini_key and not is_placeholder_key(gemini_key):
+            g_val = gemini_key.get_secret_value()
+            configured_providers.append(
+                {
+                    "provider": "google",
+                    "label": "Gemini",
+                    "masked": self._mask_key(g_val),
+                    "raw_key": g_val,
+                    "key": g_val,
+                }
+            )
+            api_keys_map["google"] = g_val
+            api_keys_map["gemini"] = g_val
+        if openai_key and not is_placeholder_key(openai_key):
+            o_val = openai_key.get_secret_value()
+            configured_providers.append(
+                {
+                    "provider": "openai",
+                    "label": "ChatGPT",
+                    "masked": self._mask_key(o_val),
+                    "raw_key": o_val,
+                    "key": o_val,
+                }
+            )
+            api_keys_map["openai"] = o_val
+        if claude_key and not is_placeholder_key(claude_key):
+            c_val = claude_key.get_secret_value()
+            configured_providers.append(
+                {
+                    "provider": "anthropic",
+                    "label": "Claude",
+                    "masked": self._mask_key(c_val),
+                    "raw_key": c_val,
+                    "key": c_val,
+                }
+            )
+            api_keys_map["anthropic"] = c_val
+        if openrouter_key and not is_placeholder_key(openrouter_key):
+            or_val = openrouter_key.get_secret_value()
+            configured_providers.append(
+                {
+                    "provider": "openrouter",
+                    "label": "OpenRouter",
+                    "masked": self._mask_key(or_val),
+                    "raw_key": or_val,
+                    "key": or_val,
+                }
+            )
+            api_keys_map["openrouter"] = or_val
+        if xai_key and not is_placeholder_key(xai_key):
+            x_val = xai_key.get_secret_value()
+            configured_providers.append(
+                {
+                    "provider": "xai",
+                    "label": "xAI (Grok)",
+                    "masked": self._mask_key(x_val),
+                    "raw_key": x_val,
+                    "key": x_val,
+                }
+            )
+            api_keys_map["xai"] = x_val
+
+        # Detect any custom model endpoints or environment variables defined in files
+        for env_var, label, prov_id in [
+            ("DEEPSEEK_API_KEY", "DeepSeek", "deepseek"),
+            ("GROQ_API_KEY", "Groq", "groq"),
+            ("OPENAI_BASE_URL", "Custom OpenAI Endpoint", "custom"),
+            ("OLLAMA_BASE_URL", "Local Ollama", "ollama"),
+            ("VLLM_BASE_URL", "vLLM Endpoint", "vllm"),
+            ("VERTEX_AI_PROJECT", "Google Cloud Vertex AI", "vertexai"),
+        ]:
+            val = os.environ.get(env_var)
+            if val and val.strip() and not is_placeholder_key(val.strip()):
+                configured_providers.append(
+                    {
+                        "provider": prov_id,
+                        "label": label,
+                        "masked": self._mask_key(val.strip()),
+                        "raw_key": val.strip(),
+                        "key": val.strip(),
+                    }
+                )
+                api_keys_map[prov_id] = val.strip()
+
+        if ocr_key and not is_placeholder_key(ocr_key):
+            api_keys_map["ocr"] = ocr_key.get_secret_value()
+
+        current_active_key = (
+            gemini_key.get_secret_value()
+            if gemini_key
+            else (configured_providers[0]["key"] if configured_providers else "")
+        )
+
+        metadata = {
+            "configured_count": len(configured_providers),
+            "providers": configured_providers,
+            "has_ocr_key": ocr_key is not None,
+            "current_key": current_active_key,
+            "current_gemini_key": gemini_key.get_secret_value() if gemini_key else "",
+            "api_keys": api_keys_map,
+        }
+
+        # Case 1: Gemini API Key configured (Standard / Recommended)
+        if gemini_key:
+            masked = self._mask_key(gemini_key.get_secret_value())
+            return ProbeResult(
+                id=self.probe_id,
+                category=self.category,
+                title="Multimodal LLM API Key",
+                status=ProbeStatus.PASS,
+                is_blocker=self.is_blocker,
+                summary="Active (Gemini)",
+                description=f"Gemini multimodal API credential is active ({masked}) and ready for vision and reasoning.",
+                metadata=metadata,
+                actions=[
+                    ProbeAction(
+                        action_type="hint",
+                        label="Provider Active",
+                        payload="Gemini 2.5 Flash / Pro Multimodal Engine is enabled.",
+                    )
+                ],
+            )
+
+        # Case 2: Other LLM provider configured
+        if configured_providers:
+            first_p = configured_providers[0]
+            return ProbeResult(
+                id=self.probe_id,
+                category=self.category,
+                title="Multimodal LLM API Key",
+                status=ProbeStatus.PASS,
+                is_blocker=self.is_blocker,
+                summary=f"Active ({first_p['label']})",
+                description=f"{first_p['label']} multimodal API credential is active ({first_p['masked']}).",
+                metadata=metadata,
+                actions=[
+                    ProbeAction(
+                        action_type="hint",
+                        label="Provider Active",
+                        payload=f"{first_p['label']} multimodal vision endpoint is active.",
+                    )
+                ],
+            )
+
+        # Case 3: No LLM key configured
+        return ProbeResult(
+            id=self.probe_id,
+            category=self.category,
+            title="Multimodal LLM API Key",
+            status=ProbeStatus.FAIL,
+            is_blocker=self.is_blocker,
+            summary="Key Missing",
+            description="No Multimodal LLM credential (e.g. GEMINI_API_KEY, OPENAI_API_KEY, ANTHROPIC_API_KEY) found in environment or .env file.",
+            metadata=metadata,
+            actions=[
+                ProbeAction(
+                    action_type="command",
+                    label="Run Artemis Init",
+                    payload="artemis init",
+                ),
+                ProbeAction(
+                    action_type="link",
+                    label="Get Google AI Studio Key",
+                    payload="https://aistudio.google.com/app/apikey",
+                ),
+            ],
+        )
+
+
+class VisionOCRProbe(BaseProbe):
+    """Probe verifying optional Google Cloud Vision OCR credentials."""
+
+    @property
+    def probe_id(self) -> str:
+        return "vision_ocr_key"
+
+    @property
+    def category(self) -> ProbeCategory:
+        return ProbeCategory.CREDENTIALS
+
+    @property
+    def is_blocker(self) -> bool:
+        return False
+
+    def _mask_key(self, key_str: str) -> str:
+        """Helper to safely mask an API credential for display."""
+        if len(key_str) > 10:
+            return f"{key_str[:6]}...{key_str[-4:]}"
+        return "***"
+
+    async def probe(self) -> ProbeResult:
+        from artemis.utils.ocr_api import is_ocr_configured
+
+        ocr_key = settings.get_api_key("ocr")
+        is_configured = is_ocr_configured() and ocr_key is not None
+
+        if is_configured and ocr_key:
+            val = ocr_key.get_secret_value()
+            masked = self._mask_key(val)
+            return ProbeResult(
+                id=self.probe_id,
+                category=self.category,
+                title="Vision OCR API Key (Optional)",
+                status=ProbeStatus.PASS,
+                is_blocker=False,
+                summary="Active & Configured",
+                description=f"Google Cloud Vision OCR ({masked}) is active for image text recognition.",
+                metadata={"configured": True, "masked_key": masked, "key": val, "raw_key": val},
+                actions=[
+                    ProbeAction(
+                        action_type="hint",
+                        label="OCR Enabled",
+                        payload="OCR is active and will fuse text with UI XML hierarchy.",
+                    )
+                ],
+            )
+
+        return ProbeResult(
+            id=self.probe_id,
+            category=self.category,
+            title="Vision OCR API Key (Optional)",
+            status=ProbeStatus.PASS,
+            is_blocker=False,
+            summary="Not Configured (Optional)",
+            description="OCR_API_KEY is not set. Perception operates seamlessly in pure UI XML hierarchy mode.",
+            metadata={"configured": False},
+            actions=[
+                ProbeAction(
+                    action_type="hint",
+                    label="Standard XML Perception",
+                    payload="Artemis uses pure UI layout parsing and Set-of-Marks visual grounding.",
+                )
+            ],
+        )
diff --git a/artemis/core/diagnostics/probes/runtime_probe.py b/artemis/core/diagnostics/probes/runtime_probe.py
new file mode 100644
index 0000000..2ac6a37
--- /dev/null
+++ b/artemis/core/diagnostics/probes/runtime_probe.py
@@ -0,0 +1,169 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Python Runtime and System Configuration Diagnostic Probes."""
+
+import platform
+import sys
+
+from artemis.config import parse_llm_config
+from artemis.core.diagnostics.probes.base import BaseProbe
+from artemis.core.diagnostics.schema import (
+    ProbeAction,
+    ProbeCategory,
+    ProbeResult,
+    ProbeStatus,
+)
+
+
+class PythonRuntimeProbe(BaseProbe):
+    """Probe inspecting Python runtime environment, version, and architecture."""
+
+    @property
+    def probe_id(self) -> str:
+        return "python_runtime"
+
+    @property
+    def category(self) -> ProbeCategory:
+        return ProbeCategory.RUNTIME
+
+    @property
+    def is_blocker(self) -> bool:
+        return True
+
+    async def probe(self) -> ProbeResult:
+        py_ver_tuple = sys.version_info
+        py_ver_str = f"{py_ver_tuple.major}.{py_ver_tuple.minor}.{py_ver_tuple.micro}"
+        is_supported = py_ver_tuple >= (3, 12)
+        arch = platform.machine()
+        executable = sys.executable
+
+        metadata = {
+            "version": py_ver_str,
+            "major": py_ver_tuple.major,
+            "minor": py_ver_tuple.minor,
+            "micro": py_ver_tuple.micro,
+            "executable": executable,
+            "architecture": arch,
+            "platform": sys.platform,
+            "is_supported": is_supported,
+        }
+
+        if is_supported:
+            return ProbeResult(
+                id=self.probe_id,
+                category=self.category,
+                title="Python Runtime Environment",
+                status=ProbeStatus.PASS,
+                is_blocker=self.is_blocker,
+                summary=f"Python {py_ver_str} Ready",
+                description=f"Python {py_ver_str} ({arch}, 64-bit) detected at {executable}. Satisfies requirement (>= 3.12).",
+                metadata=metadata,
+                actions=[
+                    ProbeAction(
+                        action_type="hint",
+                        label="Python Runtime OK",
+                        payload=f"Python {py_ver_str} ({arch})",
+                    )
+                ],
+            )
+        else:
+            return ProbeResult(
+                id=self.probe_id,
+                category=self.category,
+                title="Python Runtime Environment",
+                status=ProbeStatus.FAIL,
+                is_blocker=self.is_blocker,
+                summary=f"Python {py_ver_str} Unsupported",
+                description=f"Python {py_ver_str} detected. Artemis requires Python >= 3.12.",
+                metadata=metadata,
+                actions=[
+                    ProbeAction(
+                        action_type="link",
+                        label="Download Python 3.12+",
+                        payload="https://www.python.org/downloads/",
+                    ),
+                    ProbeAction(
+                        action_type="command",
+                        label="Install with uv",
+                        payload="uv python install 3.12",
+                    ),
+                ],
+            )
+
+
+class SystemConfigProbe(BaseProbe):
+    """Probe verifying config/artemis.jsonc and settings integrity."""
+
+    @property
+    def probe_id(self) -> str:
+        return "system_config"
+
+    @property
+    def category(self) -> ProbeCategory:
+        return ProbeCategory.RUNTIME
+
+    @property
+    def is_blocker(self) -> bool:
+        return True
+
+    async def probe(self) -> ProbeResult:
+        try:
+            cfg = parse_llm_config()
+            planner_model = getattr(getattr(cfg, "planner", None), "model", "Gemini 2.5 Flash")
+            metadata = {
+                "valid": True,
+                "config_file": "config/artemis.jsonc",
+                "planner_model": planner_model,
+            }
+            return ProbeResult(
+                id=self.probe_id,
+                category=self.category,
+                title="Artemis System Configuration",
+                status=ProbeStatus.PASS,
+                is_blocker=self.is_blocker,
+                summary="Config Valid",
+                description=f"System configuration loaded and validated (Planner model: {planner_model}).",
+                metadata=metadata,
+                actions=[
+                    ProbeAction(
+                        action_type="hint",
+                        label="Config Healthy",
+                        payload="config/artemis.jsonc is loaded and valid.",
+                    )
+                ],
+            )
+        except Exception as e:
+            metadata = {
+                "valid": False,
+                "config_file": "config/artemis.jsonc",
+                "error": str(e),
+            }
+            return ProbeResult(
+                id=self.probe_id,
+                category=self.category,
+                title="Artemis System Configuration",
+                status=ProbeStatus.FAIL,
+                is_blocker=self.is_blocker,
+                summary="Config Error",
+                description=f"Failed to parse config/artemis.jsonc: {e}",
+                metadata=metadata,
+                actions=[
+                    ProbeAction(
+                        action_type="command",
+                        label="Run Artemis Init",
+                        payload="artemis init",
+                    )
+                ],
+            )
diff --git a/artemis/core/diagnostics/probes/toolchain_probe.py b/artemis/core/diagnostics/probes/toolchain_probe.py
new file mode 100644
index 0000000..39f5d00
--- /dev/null
+++ b/artemis/core/diagnostics/probes/toolchain_probe.py
@@ -0,0 +1,139 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Toolchain and Video Recording Auxiliary Probe."""
+
+from artemis.core.diagnostics.probes.base import BaseProbe
+from artemis.core.diagnostics.schema import (
+    ProbeAction,
+    ProbeCategory,
+    ProbeResult,
+    ProbeStatus,
+)
+from artemis.platform import OSType, platform
+from artemis.toolchain import toolchain
+
+
+class ToolchainProbe(BaseProbe):
+    """Probe checking required multimedia and video recording toolchains (ffmpeg, scrcpy)."""
+
+    @property
+    def probe_id(self) -> str:
+        return "toolchain"
+
+    @property
+    def category(self) -> ProbeCategory:
+        return ProbeCategory.TOOLCHAIN
+
+    @property
+    def is_blocker(self) -> bool:
+        return False
+
+    async def probe(self) -> ProbeResult:
+        ffmpeg_path = toolchain.resolve("ffmpeg", force_refresh=True)
+        scrcpy_path = toolchain.resolve("scrcpy", force_refresh=True)
+
+        tools_installed = []
+        tools_missing = []
+        if ffmpeg_path:
+            tools_installed.append("FFmpeg")
+        else:
+            tools_missing.append("FFmpeg")
+
+        if scrcpy_path:
+            tools_installed.append("scrcpy")
+        else:
+            tools_missing.append("scrcpy")
+
+        metadata = {
+            "ffmpeg": ffmpeg_path is not None,
+            "scrcpy": scrcpy_path is not None,
+            "ffmpeg_path": ffmpeg_path,
+            "scrcpy_path": scrcpy_path,
+            "tools_installed": tools_installed,
+            "tools_missing": tools_missing,
+        }
+
+        if ffmpeg_path and scrcpy_path:
+            return ProbeResult(
+                id=self.probe_id,
+                category=self.category,
+                title="Video Recording Toolchain",
+                status=ProbeStatus.PASS,
+                is_blocker=self.is_blocker,
+                summary="Ready (FFmpeg + scrcpy)",
+                description=f"FFmpeg ({ffmpeg_path}) and scrcpy ({scrcpy_path}) are available. Live stream and high-speed video replays are active.",
+                metadata=metadata,
+                actions=[
+                    ProbeAction(
+                        action_type="hint",
+                        label="Toolchain Active",
+                        payload="FFmpeg and scrcpy are installed and active.",
+                    )
+                ],
+            )
+
+        missing_str = " & ".join(tools_missing)
+        actions = []
+
+        if platform.os_type == OSType.WINDOWS:
+            actions.append(
+                ProbeAction(
+                    action_type="command",
+                    label="Install via WinGet",
+                    payload="winget install Gyan.FFmpeg Genymobile.scrcpy",
+                )
+            )
+            actions.append(
+                ProbeAction(
+                    action_type="command",
+                    label="Run PowerShell Setup",
+                    payload="powershell -ExecutionPolicy Bypass -File scripts/install_deps.ps1",
+                )
+            )
+        elif platform.os_type == OSType.MACOS:
+            actions.append(
+                ProbeAction(
+                    action_type="command",
+                    label="Install via Homebrew",
+                    payload="brew install ffmpeg scrcpy",
+                )
+            )
+        else:
+            actions.append(
+                ProbeAction(
+                    action_type="command",
+                    label="Install on Linux",
+                    payload="sudo apt-get install -y ffmpeg scrcpy",
+                )
+            )
+            actions.append(
+                ProbeAction(
+                    action_type="command",
+                    label="One-Click Install Script",
+                    payload="bash scripts/install_deps.sh",
+                )
+            )
+
+        return ProbeResult(
+            id=self.probe_id,
+            category=self.category,
+            title="Video Recording Toolchain",
+            status=ProbeStatus.FAIL,
+            is_blocker=self.is_blocker,
+            summary=f"Missing {missing_str}",
+            description=f"Video toolchain is required for screen streaming and test replay recording. Missing: {missing_str}.",
+            metadata=metadata,
+            actions=actions,
+        )
diff --git a/artemis/core/diagnostics/schema.py b/artemis/core/diagnostics/schema.py
new file mode 100644
index 0000000..e3e1221
--- /dev/null
+++ b/artemis/core/diagnostics/schema.py
@@ -0,0 +1,114 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Schema definitions for Artemis System Diagnostics & Readiness Engine."""
+
+from enum import Enum
+from typing import Any, Literal
+from pydantic import BaseModel, Field
+
+
+class ProbeStatus(str, Enum):
+    """Execution status of a readiness probe."""
+
+    PASS = "pass"  # 🟢 Ready for execution
+    WARN = "warn"  # 🟡 Warning / Non-blocking prerequisite missing (e.g. no devices attached)
+    FAIL = "fail"  # 🔴 Blocking prerequisite failure (e.g. ADB missing, no API key)
+    SKIPPED = "skipped"  # ⚪ Skipped probe
+
+
+class ProbeCategory(str, Enum):
+    """Category of system readiness check."""
+
+    DEVICE = "device"  # Hardware & Device Driver (ADB, Emulator, Cloud device)
+    CREDENTIALS = "auth"  # LLM API Keys & OCR Credentials
+    TOOLCHAIN = "toolchain"  # External tools (FFmpeg, scrcpy, etc.)
+    RUNTIME = "runtime"  # Python runtime & Config health
+
+
+class ProbeAction(BaseModel):
+    """Actionable guidance payload for quick remediation or user guidance."""
+
+    action_type: Literal["command", "hint", "link"] = Field(
+        description="Type of remediation action ('command' to copy/run, 'hint' for guidance, 'link' for docs)"
+    )
+    label: str = Field(description="Display label for the action button or badge")
+    payload: str = Field(description="Command string to execute/copy or explanation hint")
+
+
+class DeviceInfo(BaseModel):
+    """Structured Android device / emulator metadata."""
+
+    serial: str = Field(description="Device serial number or emulator port ID (e.g. emulator-5554)")
+    state: str = Field(
+        default="device", description="Connection state ('device', 'unauthorized', 'offline')"
+    )
+    model: str | None = Field(
+        default=None, description="Device model name (e.g. Pixel 8, sdk_gphone64_arm64)"
+    )
+    product: str | None = Field(default=None, description="Product code name")
+    android_version: str | None = Field(
+        default=None, description="Android OS release version (e.g. 14)"
+    )
+    screen_resolution: str | None = Field(
+        default=None, description="Screen width x height (e.g. 1080x2400)"
+    )
+    is_emulator: bool = Field(default=False, description="Whether the device is an emulator")
+    installed_packages: list[str] = Field(
+        default_factory=list, description="List of recognized installed package names"
+    )
+
+
+class ProbeResult(BaseModel):
+    """Outcome of a single readiness probe check."""
+
+    id: str = Field(
+        description="Unique identifier for the probe (e.g. 'android_adb', 'gemini_api_key')"
+    )
+    category: ProbeCategory = Field(description="Category of the probe")
+    title: str = Field(description="Human-readable title (e.g. 'Device / Emulator Connected')")
+    status: ProbeStatus = Field(description="Current status (pass, warn, fail)")
+    is_blocker: bool = Field(
+        default=True, description="Whether passing this probe is strictly required to run tasks"
+    )
+    summary: str = Field(
+        description="Short badge summary text (e.g. 'Connected', 'No Device', 'Active & Ready')"
+    )
+    description: str = Field(description="Detailed explanation of the status")
+    metadata: dict[str, Any] = Field(
+        default_factory=dict, description="Arbitrary extra metadata (e.g. device list)"
+    )
+    actions: list[ProbeAction] = Field(
+        default_factory=list, description="List of actionable remediation steps"
+    )
+
+
+class SystemReadinessReport(BaseModel):
+    """Aggregated system readiness report across all probes."""
+
+    overall_ready: bool = Field(description="True if all blocker probes are passing")
+    blocker_count: int = Field(description="Total count of required blocker probes")
+    passed_blocker_count: int = Field(
+        description="Count of required blocker probes currently passing"
+    )
+    probes: list[ProbeResult] = Field(
+        default_factory=list, description="Ordered list of probe results"
+    )
+    active_device: DeviceInfo | None = Field(
+        default=None, description="Currently selected/active target device"
+    )
+    os_type: str = Field(
+        default="linux", description="Operating system type ('linux', 'darwin', 'windows')"
+    )
+    timestamp: float = Field(description="Unix timestamp of when the report was generated")
diff --git a/artemis/data_engine/engine.py b/artemis/data_engine/engine.py
index 880c1a0..887db01 100644
--- a/artemis/data_engine/engine.py
+++ b/artemis/data_engine/engine.py
@@ -78,6 +78,7 @@ class DataEngine:
         self._pending_threads = []
         self._accumulated_logs = {}
         self._bg_task_to_trace_id = {}
+        self._trace_name_cache = {}
         # Background tasks are written directly to SQLite storage
 
         self.ipc_socket = None
@@ -429,8 +430,15 @@ class DataEngine:
             traces = self.storage.get_step_traces(step_id)
             generic_tools = []
             for t in traces:
-                if t.type == "tool":
-                    generic_tools.append(t.model_dump())
+                if t.type in ("tool", "action") or (t.type == "llm_call" and t.status == "failed"):
+                    t_dict = t.model_dump()
+                    if t.parent_trace_id and "agent_name" not in t_dict:
+                        parent_name = getattr(self, "_trace_name_cache", {}).get(
+                            t.parent_trace_id
+                        ) or getattr(self, "_trace_name_cache", {}).get(str(t.parent_trace_id))
+                        if parent_name:
+                            t_dict["agent_name"] = parent_name
+                    generic_tools.append(t_dict)
             step_dict["generic_tools"] = generic_tools
         except Exception as e:
             logger.error(f"Failed to fetch step traces for SSE: {e}")
@@ -486,6 +494,10 @@ class DataEngine:
         with self.lock:
             self._trace_counter = getattr(self, "_trace_counter", 0) + 1
             trace_ts = time.time() + (self._trace_counter * 1e-7)
+            if not hasattr(self, "_trace_name_cache"):
+                self._trace_name_cache = {}
+            self._trace_name_cache[trace_id] = name
+            self._trace_name_cache[str(trace_id)] = name
 
         trace = TraceRecord(
             trace_id=trace_id,
@@ -519,7 +531,14 @@ class DataEngine:
             thread.start()
 
         # Publish event
-        self._publish("trace_recorded", trace.model_dump())
+        trace_dict = trace.model_dump()
+        if parent_trace_id:
+            parent_name = getattr(self, "_trace_name_cache", {}).get(parent_trace_id) or getattr(
+                self, "_trace_name_cache", {}
+            ).get(str(parent_trace_id))
+            if parent_name:
+                trace_dict["agent_name"] = parent_name
+        self._publish("trace_recorded", trace_dict)
 
         return trace_id
 
diff --git a/artemis/drivers/android/adb_driver.py b/artemis/drivers/android/adb_driver.py
index 23d78fa..bf09671 100644
--- a/artemis/drivers/android/adb_driver.py
+++ b/artemis/drivers/android/adb_driver.py
@@ -22,7 +22,9 @@ from typing import Any, Literal
 
 from adbutils import AdbClient, AdbDevice
 from artemis.clients.ui_automator_client import UIAutomatorClient
+from artemis.config.paths import get_temp_dir
 from artemis.drivers.base import BaseDeviceDriver, KeyCode, ScreenData, SwipeDirection
+from artemis.toolchain import find_ffmpeg, find_scrcpy
 from artemis.utils.logger import get_logger
 
 logger = get_logger(__name__)
@@ -231,7 +233,7 @@ class AndroidAdbDriver(BaseDeviceDriver):
         start_y: int,
         end_x: int,
         end_y: int,
-        duration_ms: int = 400,
+        duration_ms: int = 800,
     ) -> bool:
         try:
             cmd = f"input swipe {start_x} {start_y} {end_x} {end_y} {duration_ms}"
@@ -245,31 +247,33 @@ class AndroidAdbDriver(BaseDeviceDriver):
     async def swipe_direction(
         self,
         direction: SwipeDirection | Literal["up", "down", "left", "right"],
-        duration_ms: int = 400,
+        duration_ms: int = 800,
     ) -> bool:
         dir_str = str(direction).lower()
-        mid_x = self._width // 2
+        mid_x = int(
+            self._width * 0.6
+        )  # Lock to 60% width to avoid edge gestures and alphabet fast-scroll sidebar
         mid_y = self._height // 2
 
         if dir_str == "up":
-            # Drag bottom to top -> scrolls down
+            # Drag bottom to top -> scrolls down (0.7 -> 0.3 leaves ~50-60% overlap, 800ms prevents fling)
             return await self.swipe(
-                mid_x, int(self._height * 0.75), mid_x, int(self._height * 0.25), duration_ms
+                mid_x, int(self._height * 0.7), mid_x, int(self._height * 0.3), duration_ms
             )
         elif dir_str == "down":
             # Drag top to bottom -> scrolls up
             return await self.swipe(
-                mid_x, int(self._height * 0.25), mid_x, int(self._height * 0.75), duration_ms
+                mid_x, int(self._height * 0.3), mid_x, int(self._height * 0.7), duration_ms
             )
         elif dir_str == "left":
             # Drag right to left -> scrolls right
             return await self.swipe(
-                int(self._width * 0.8), mid_y, int(self._width * 0.2), mid_y, duration_ms
+                int(self._width * 0.75), mid_y, int(self._width * 0.25), mid_y, duration_ms
             )
         elif dir_str == "right":
             # Drag left to right -> scrolls left
             return await self.swipe(
-                int(self._width * 0.2), mid_y, int(self._width * 0.8), mid_y, duration_ms
+                int(self._width * 0.25), mid_y, int(self._width * 0.75), mid_y, duration_ms
             )
         return False
 
@@ -407,14 +411,15 @@ class AndroidAdbDriver(BaseDeviceDriver):
 
     async def start_video_recording(self, output_dir: Path | None = None) -> None:
         """Starts screen recording via scrcpy in background."""
-        out_dir = output_dir or Path("/tmp")
+        out_dir = output_dir or get_temp_dir("recordings")
         out_dir.mkdir(parents=True, exist_ok=True)
         self._recording_mkv_path = out_dir / "recording.mkv"
         self._recording_output_path = out_dir / "recording.mp4"
         logger.info(f"Starting scrcpy video recording to {self._recording_mkv_path}...")
         try:
+            scrcpy_bin = find_scrcpy()
             cmd = [
-                "scrcpy",
+                scrcpy_bin,
                 "--serial",
                 self.device_id,
                 "--no-window",
@@ -449,10 +454,8 @@ class AndroidAdbDriver(BaseDeviceDriver):
 
         if mkv and mkv.exists() and mp4:
             try:
-                from artemis.utils.video import get_ffmpeg_path
-
                 proc = await asyncio.create_subprocess_exec(
-                    get_ffmpeg_path(),
+                    find_ffmpeg(),
                     "-y",
                     "-i",
                     str(mkv),
diff --git a/artemis/drivers/base.py b/artemis/drivers/base.py
index 4ce55ed..35ff945 100644
--- a/artemis/drivers/base.py
+++ b/artemis/drivers/base.py
@@ -130,7 +130,7 @@ class BaseDeviceDriver(ABC):
         start_y: int,
         end_x: int,
         end_y: int,
-        duration_ms: int = 400,
+        duration_ms: int = 800,
     ) -> bool:
         """Performs a drag/swipe gesture from start to end pixel coordinates."""
         ...
@@ -139,7 +139,7 @@ class BaseDeviceDriver(ABC):
     async def swipe_direction(
         self,
         direction: SwipeDirection | Literal["up", "down", "left", "right"],
-        duration_ms: int = 400,
+        duration_ms: int = 800,
     ) -> bool:
         """Performs standard cardinal scrolling gesture across device viewport."""
         ...
@@ -210,7 +210,7 @@ class BaseDeviceDriver(ABC):
         self,
         start_norm: list[int],
         end_norm: list[int],
-        duration_ms: int = 400,
+        duration_ms: int = 800,
     ) -> bool:
         """Swipes between normalized (0-1000 scale) screen coordinates."""
         width, height = self.screen_size
diff --git a/artemis/engine/graph_runner.py b/artemis/engine/graph_runner.py
index dbb7827..5b97b29 100644
--- a/artemis/engine/graph_runner.py
+++ b/artemis/engine/graph_runner.py
@@ -21,6 +21,7 @@ from artemis.core.state import ExecutionContextState, ExecutionStatus, StepRecor
 from artemis.drivers.mock.mock_driver import MockDeviceDriver
 from artemis.engine.base_runner import BaseRunner
 from artemis.graph.graph import get_graph
+from artemis.platform import platform
 from artemis.utils.logger import get_logger
 
 logger = get_logger(__name__)
@@ -48,7 +49,7 @@ class GraphRunner(BaseRunner):
                 if artemis_ctx is None:
                     artemis_ctx = ArtemisContext(
                         device=DeviceContext(
-                            host_platform="LINUX",
+                            host_platform=platform.os_type.name,
                             device_serial=self.driver.device_id,
                         )
                     )
diff --git a/artemis/engine/reactive_runner.py b/artemis/engine/reactive_runner.py
index 7537577..d5c62e5 100644
--- a/artemis/engine/reactive_runner.py
+++ b/artemis/engine/reactive_runner.py
@@ -23,6 +23,7 @@ from artemis.core.state import ExecutionContextState, ExecutionStatus, StepRecor
 from artemis.drivers.mock.mock_driver import MockDeviceDriver
 from artemis.engine.base_runner import BaseRunner
 from artemis.graph.state import State
+from artemis.platform import platform
 from artemis.utils.logger import get_logger
 
 logger = get_logger(__name__)
@@ -57,7 +58,7 @@ class ReactiveRunner(BaseRunner):
                 if artemis_ctx is None:
                     artemis_ctx = ArtemisContext(
                         device=DeviceContext(
-                            host_platform="LINUX",
+                            host_platform=platform.os_type.name,
                             device_serial=self.driver.device_id,
                         )
                     )
diff --git a/artemis/graph/graph.py b/artemis/graph/graph.py
index 6b05321..05a4a7a 100644
--- a/artemis/graph/graph.py
+++ b/artemis/graph/graph.py
@@ -358,6 +358,61 @@ class CyFunctionDetector(metaclass=_CyFunctionDetectorMeta):
     pass
 
 
+def check_plan_mutation_rejections(
+    content_before: str, content_after: str, state: State | None = None
+) -> str | None:
+    """Checks if a task plan modification violates system safety or loop integrity rules."""
+    lines_after = content_after.splitlines()
+    top_level_after = [line for line in lines_after if line.startswith("- [")]
+
+    # 1. Incomplete nested subgoals check
+    if top_level_after and all(line.startswith("- [x]") for line in top_level_after):
+        has_incomplete = any(re.match(r"^\s*-\s*\[[ /]\]", line) for line in lines_after)
+        if has_incomplete:
+            return (
+                "Your changes to the task plan were not applied. Your changes would cause the"
+                " task to end completely, but there seem to be goals in the task plan"
+                " that have not been marked as completed. If you believe these goals"
+                " are already completed, please update their statuses."
+            )
+
+    # 2. Continuous monitoring / Loop milestone protection check
+    lines_before = content_before.splitlines()
+    top_level_before = [line for line in lines_before if line.startswith("- [")]
+
+    continuous_pattern = re.compile(r"\[Loop\].*?(?:continuous|until\s*manual)", re.IGNORECASE)
+    has_continuous_before = any(continuous_pattern.search(line) for line in top_level_before)
+
+    injected = getattr(state, "injected_instruction", None) if state else None
+    user_stopped = bool(
+        injected
+        and any(
+            w in str(injected).lower()
+            for w in ["stop", "finish", "end", "停止", "结束", "退出", "quit"]
+        )
+    )
+
+    if has_continuous_before and not user_stopped:
+        has_continuous_after = any(continuous_pattern.search(line) for line in top_level_after)
+        if not has_continuous_after:
+            return (
+                "Your changes to the task plan were rejected. You cannot delete an active [Loop] "
+                "continuous monitoring milestone or remove its [Loop] tag. Please keep the [Loop] "
+                "milestone active (in progress [/]) and record each check cycle as an indented "
+                "subtask."
+            )
+        for line in top_level_after:
+            if continuous_pattern.search(line) and line.startswith("- [x]"):
+                return (
+                    "Your changes to the task plan were rejected. Ongoing continuous monitoring "
+                    "milestones (exit condition: 'until manually stopped') must remain in progress "
+                    "([/]) and cannot be unilaterally marked as completed [x]. Please keep it "
+                    "active ([/]) and record each polling check as an indented subtask."
+                )
+
+    return None
+
+
 class NoteArgs(BaseModel):
     model_config = {"ignored_types": (CyFunctionDetector,)}
     key: str = Field(..., description=SAVE_NOTE_ARG_KEY_DESC)
@@ -392,36 +447,15 @@ def wrap_note_tool(ctx: ArtemisContext, original_tool):
             if task_plan_path.exists():
                 content_after = task_plan_path.read_text(encoding="utf-8")
 
-            lines = content_after.splitlines()
-            top_level_lines = [line for line in lines if line.startswith("- [")]
-            if top_level_lines and all(line.startswith("- [x]") for line in top_level_lines):
-                has_incomplete = any(re.match(r"^\s*-\s*\[[ /]\]", line) for line in lines)
-                if has_incomplete:
-                    logger.info(
-                        "Rejected: Top-level subgoals are complete but"
-                        " incomplete nested subgoals remain."
-                    )
-                    if task_plan_path.exists():
-                        task_plan_path.write_text(content_before, encoding="utf-8")
+            rejection_message = check_plan_mutation_rejections(content_before, content_after, state)
+            if rejection_message:
+                logger.info(f"Rejected task plan update: {rejection_message}")
+                if task_plan_path.exists():
+                    task_plan_path.write_text(content_before, encoding="utf-8")
 
-                    return Command(
-                        update={
-                            VALIDATOR_MESSAGES_KEY: [
-                                SystemMessage(
-                                    content=(
-                                        "Your changes to the task plan were not"
-                                        " applied. Your changes would cause the"
-                                        " task to end completely, but there"
-                                        " seem to be goals in the task plan"
-                                        " that have not been marked as"
-                                        " completed. If you believe these goals"
-                                        " are already completed, please update"
-                                        " their statuses."
-                                    )
-                                )
-                            ]
-                        }
-                    )
+                return Command(
+                    update={VALIDATOR_MESSAGES_KEY: [SystemMessage(content=rejection_message)]}
+                )
 
             threshold = (
                 ctx.execution_setup.planner_validation_threshold
@@ -558,36 +592,15 @@ def wrap_update_note_tool(ctx: ArtemisContext, original_tool):
             if task_plan_path.exists():
                 content_after = task_plan_path.read_text(encoding="utf-8")
 
-            lines = content_after.splitlines()
-            top_level_lines = [line for line in lines if line.startswith("- [")]
-            if top_level_lines and all(line.startswith("- [x]") for line in top_level_lines):
-                has_incomplete = any(re.match(r"^\s*-\s*\[[ /]\]", line) for line in lines)
-                if has_incomplete:
-                    logger.info(
-                        "Rejected: Top-level subgoals are complete but"
-                        " incomplete nested subgoals remain."
-                    )
-                    if task_plan_path.exists():
-                        task_plan_path.write_text(content_before, encoding="utf-8")
+            rejection_message = check_plan_mutation_rejections(content_before, content_after, state)
+            if rejection_message:
+                logger.info(f"Rejected task plan update via update_note: {rejection_message}")
+                if task_plan_path.exists():
+                    task_plan_path.write_text(content_before, encoding="utf-8")
 
-                    return Command(
-                        update={
-                            VALIDATOR_MESSAGES_KEY: [
-                                SystemMessage(
-                                    content=(
-                                        "Your changes to the task plan were not"
-                                        " applied. Your changes would cause the"
-                                        " task to end completely, but there"
-                                        " seem to be goals in the task plan"
-                                        " that have not been marked as"
-                                        " completed. If you believe these goals"
-                                        " are already completed, please update"
-                                        " their statuses."
-                                    )
-                                )
-                            ]
-                        }
-                    )
+                return Command(
+                    update={VALIDATOR_MESSAGES_KEY: [SystemMessage(content=rejection_message)]}
+                )
 
             threshold = (
                 ctx.execution_setup.planner_validation_threshold
@@ -710,6 +723,18 @@ async def get_graph(ctx: ArtemisContext) -> CompiledStateGraph:
 
         lines = task_plan_content.splitlines()
 
+        # Check for continuous monitoring loop that should not terminate prematurely
+        continuous_pattern = re.compile(r"\[Loop\].*?(?:continuous|until\s*manual)", re.IGNORECASE)
+        has_continuous_monitoring = any(continuous_pattern.search(line) for line in lines)
+        injected = getattr(state, "injected_instruction", None) if state else None
+        user_stopped = bool(
+            injected
+            and any(
+                w in str(injected).lower()
+                for w in ["stop", "finish", "end", "停止", "结束", "退出", "quit"]
+            )
+        )
+
         # Check for all completed
         top_level_lines = [line for line in lines if line.startswith("- [")]
 
@@ -719,6 +744,12 @@ async def get_graph(ctx: ArtemisContext) -> CompiledStateGraph:
 
         all_done = all(line.startswith("- [x]") for line in top_level_lines)
         if all_done:
+            if has_continuous_monitoring and not user_stopped:
+                logger.warning(
+                    "All subgoals marked [x] but task plan has active continuous monitoring"
+                    " without user stop signal. Continuing."
+                )
+                return "continue"
             logger.info("All subgoals are completed, ending the goal")
             return "end"
 
diff --git a/artemis/graph/perception.py b/artemis/graph/perception.py
index fb528ff..32a2edd 100644
--- a/artemis/graph/perception.py
+++ b/artemis/graph/perception.py
@@ -23,7 +23,7 @@ from artemis.controllers.unified_controller import UnifiedMobileController
 from artemis.data_engine.trace import trace
 from artemis.graph.state import State
 from artemis.utils.logger import get_logger
-from artemis.utils.ocr_api import perform_ocr
+from artemis.utils.ocr_api import is_ocr_configured, perform_ocr
 from artemis.utils.ocr_xml_fusion import (
     _crop_image_remove_status_bar,
     _detect_status_bar_height,
@@ -124,25 +124,35 @@ async def perception_node(state: State, ctx: ArtemisContext) -> dict:
         ctx.device.device_height = device_data.height
         logger.info(f"Updated context device dimensions: {device_data.width}x{device_data.height}")
 
-    # 3. Perform OCR
-    screen_height = device_data.height
-    status_bar_height = _detect_status_bar_height(xml_hierarchy, screen_height)
-    if status_bar_height > 0:
-        logger.info(
-            f"Detected status bar height: {status_bar_height}. Cropping screenshot for OCR."
-        )
-        cropped_b64, _, _ = await asyncio.to_thread(
-            _crop_image_remove_status_bar,
-            latest_screenshot_b64,
-            status_bar_height,
-        )
-        raw_ocr_results = await perform_ocr(cropped_b64)
-        ocr_results = _map_coordinates_back(raw_ocr_results, status_bar_height)
+    # 3. Perform OCR (if configured, else fallback to pure XML layout)
+    ocr_results = []
+    if is_ocr_configured():
+        screen_height = device_data.height
+        status_bar_height = _detect_status_bar_height(xml_hierarchy, screen_height)
+        try:
+            if status_bar_height > 0:
+                logger.info(
+                    f"Detected status bar height: {status_bar_height}. Cropping screenshot for OCR."
+                )
+                cropped_b64, _, _ = await asyncio.to_thread(
+                    _crop_image_remove_status_bar,
+                    latest_screenshot_b64,
+                    status_bar_height,
+                )
+                raw_ocr_results = await perform_ocr(cropped_b64)
+                ocr_results = _map_coordinates_back(raw_ocr_results, status_bar_height)
+            else:
+                logger.info("No status bar detected. Performing OCR on full screenshot.")
+                ocr_results = await perform_ocr(latest_screenshot_b64)
+        except Exception as ocr_err:
+            logger.warning(
+                f"Perception OCR execution encountered error: {ocr_err}. Proceeding with XML-only layout."
+            )
+            ocr_results = []
     else:
-        logger.info("No status bar detected. Performing OCR on full screenshot.")
-        ocr_results = await perform_ocr(latest_screenshot_b64)
+        logger.debug("OCR is not configured. Proceeding with XML-only layout.")
 
-    # 4. Fuse OCR with XML
+    # 4. Fuse OCR with XML (if ocr_results is empty, returns original xml_hierarchy intact)
     fused_xml = fuse_ocr_with_xml(xml_hierarchy, ocr_results)
 
     # 5. Save to Data Engine in background thread
diff --git a/artemis/interfaces/cli/commands/bench.py b/artemis/interfaces/cli/commands/bench.py
deleted file mode 100644
index 5d8d6d5..0000000
--- a/artemis/interfaces/cli/commands/bench.py
+++ /dev/null
@@ -1,157 +0,0 @@
-# Copyright 2026 Google LLC
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-"""Benchmark and evaluation command (artemis bench)."""
-
-import asyncio
-from pathlib import Path
-import subprocess
-import sys
-from typing import Annotated
-
-from artemis.config import initialize_llm_config
-from artemis.sdk import Agent
-from artemis.sdk.builders import Builders
-from artemis.sdk.types.task import AgentProfile
-from artemis.utils.logger import get_logger
-import typer
-
-logger = get_logger(__name__)
-
-
-def check_and_start_emulator(adb_path: str = "adb") -> bool:
-    """Checks if Android emulator is running; optionally starts it."""
-    try:
-        res = subprocess.run([adb_path, "devices"], capture_output=True, text=True, timeout=5)
-        for line in res.stdout.splitlines():
-            if "emulator-" in line and "device" in line:
-                return True
-    except Exception:
-        pass
-    return False
-
-
-async def run_benchmark(
-    task_name: str | None = None,
-    profile_name: str = "pro",
-    console_port: int = 5554,
-    adb_path: str = "adb",
-) -> None:
-    """Runs AndroidWorld benchmark task evaluations."""
-    # Add android_world-main if present
-    workspace_root = Path(__file__).resolve().parent.parent.parent.parent.parent
-    aw_path = workspace_root / "android_world-main"
-    if aw_path.exists() and str(aw_path) not in sys.path:
-        sys.path.insert(0, str(aw_path))
-
-    try:
-        from android_world import registry
-        from android_world.env import env_launcher
-    except ImportError:
-        logger.error("AndroidWorld benchmark suite is not installed or available in path.")
-        raise typer.Exit(1)
-
-    task_registry = registry.TaskRegistry()
-    aw_registry = task_registry.get_registry(task_registry.ANDROID_WORLD_FAMILY)
-
-    if task_name and task_name not in aw_registry:
-        logger.error(f"Task '{task_name}' not found in AndroidWorld registry.")
-        available = sorted(list(aw_registry.keys()))
-        logger.info(f"Available tasks ({len(available)}): {', '.join(available[:10])}...")
-        raise typer.Exit(1)
-
-    logger.info(f"Initializing AndroidWorld environment on console port {console_port}...")
-    env = env_launcher.load_and_setup_env(
-        console_port=console_port,
-        emulator_setup=False,
-        adb_path=adb_path,
-    )
-
-    llm_config = initialize_llm_config()
-    profile = AgentProfile(name="default", llm_config=llm_config)
-    config = Builders.AgentConfig.with_default_profile(profile).build()
-
-    agent = Agent(config=config)
-    await agent.init()
-
-    tasks_to_run = [task_name] if task_name else list(aw_registry.keys())
-
-    try:
-        for t_name in tasks_to_run:
-            task_type = aw_registry[t_name]
-            params = task_type.generate_random_params()
-            task_instance = task_type(params)
-
-            logger.info(f"\n🎯 [Benchmark] Starting: {t_name} | Goal: {task_instance.goal}")
-            task_instance.initialize_task(env)
-
-            result = await agent.run_task(
-                goal=task_instance.goal,
-                name=f"bench_{t_name}",
-                profile=profile_name,
-            )
-            success = task_instance.is_successful(env)
-            logger.info(f"🏆 Task '{t_name}' Result: {result} | Benchmark Verified: {success}")
-    finally:
-        await agent.clean()
-        env.close()
-
-
-def bench_command(
-    task: Annotated[
-        str | None,
-        typer.Option(
-            "--task",
-            "-t",
-            help="Specific AndroidWorld task name to evaluate (e.g. Clock_1, Calculator_1).",
-        ),
-    ] = None,
-    profile: Annotated[
-        str,
-        typer.Option(
-            "--profile",
-            "-p",
-            help="Agent profile to evaluate ('flash' or 'pro').",
-        ),
-    ] = "pro",
-    adb_path: Annotated[
-        str,
-        typer.Option(
-            "--adb-path",
-            help="Path to ADB executable.",
-        ),
-    ] = "adb",
-    console_port: Annotated[
-        int,
-        typer.Option(
-            "--port",
-            help="Emulator console port.",
-        ),
-    ] = 5554,
-) -> None:
-    """Run AndroidWorld benchmark task evaluations against the agent."""
-    if not check_and_start_emulator(adb_path=adb_path):
-        typer.secho(
-            f"Warning: No active emulator detected on port {console_port}. Please start an emulator.",
-            fg=typer.colors.YELLOW,
-        )
-
-    asyncio.run(
-        run_benchmark(
-            task_name=task,
-            profile_name=profile,
-            console_port=console_port,
-            adb_path=adb_path,
-        )
-    )
diff --git a/artemis/interfaces/cli/commands/doctor.py b/artemis/interfaces/cli/commands/doctor.py
index aa50922..315712b 100644
--- a/artemis/interfaces/cli/commands/doctor.py
+++ b/artemis/interfaces/cli/commands/doctor.py
@@ -14,7 +14,7 @@
 
 """System, environment, and device diagnostics (artemis doctor)."""
 
-import shutil
+import platform as sys_platform
 import subprocess
 import sys
 
@@ -26,16 +26,21 @@ from artemis.config import (
     parse_llm_config,
     settings,
 )
+from artemis.platform import OSType, platform
+from artemis.toolchain import toolchain
+from artemis.utils.ocr_api import is_ocr_configured
 
 
 def doctor_command() -> None:
     """Run diagnostics to inspect system dependencies, device connectivity, and configuration."""
     console = Console()
     console.print()
+    os_name = sys_platform.system()
+    arch_name = sys_platform.machine()
     console.print(
         Panel(
-            "[bold cyan]☕ Artemis System & Environment Doctor[/bold cyan]\n"
-            "[dim]Checking prerequisites for autonomous mobile testing...[/dim]",
+            f"[bold cyan]☕ Artemis System & Environment Doctor[/bold cyan]\n"
+            f"[dim]Platform: {os_name} ({arch_name}) | PAL: {platform.os_type.value}[/dim]",
             expand=False,
         )
     )
@@ -53,7 +58,7 @@ def doctor_command() -> None:
         table.add_row(
             "Python Runtime",
             "[bold green]✔ OK[/bold green]",
-            f"Python {py_ver} (64-bit)",
+            f"Python {py_ver} ({arch_name}, 64-bit)",
         )
     else:
         all_passed = False
@@ -64,7 +69,7 @@ def doctor_command() -> None:
         )
 
     # 2. ADB Installation & Server
-    adb_path = shutil.which("adb")
+    adb_path = toolchain.resolve("adb")
     if adb_path:
         try:
             res = subprocess.run(
@@ -72,6 +77,8 @@ def doctor_command() -> None:
                 capture_output=True,
                 text=True,
                 timeout=5,
+                encoding="utf-8",
+                errors="replace",
             )
             adb_info = res.stdout.splitlines()[0] if res.stdout else "Installed"
             table.add_row(
@@ -81,10 +88,17 @@ def doctor_command() -> None:
             table.add_row("Android ADB", "[bold green]✔ OK[/bold green]", f"{adb_path}")
     else:
         all_passed = False
+        hint = (
+            "Run: winget install Google.PlatformTools"
+            if platform.os_type == OSType.WINDOWS
+            else "Run: brew install android-platform-tools"
+            if platform.os_type == OSType.MACOS
+            else "Run: sudo apt-get install -y adb"
+        )
         table.add_row(
             "Android ADB",
             "[bold red]✖ Missing[/bold red]",
-            "adb not found in PATH. Install Android Platform-Tools.",
+            f"adb not found in PATH or Android SDK. {hint}",
         )
 
     # 3. Connected Android Devices
@@ -96,6 +110,8 @@ def doctor_command() -> None:
                 capture_output=True,
                 text=True,
                 timeout=5,
+                encoding="utf-8",
+                errors="replace",
             )
             lines = [line_str.strip() for line_str in res.stdout.splitlines() if line_str.strip()]
             for line in lines[1:]:  # skip 'List of devices attached'
@@ -123,7 +139,7 @@ def doctor_command() -> None:
             table.add_row(
                 "Android Devices",
                 "[bold yellow]⚠ Unauthorized[/bold yellow]",
-                "Device detected but unauthorized. Check phone screen for USB Debugging permission prompt.",
+                "Device detected but unauthorized. Check phone screen for USB Debugging prompt.",
             )
     else:
         table.add_row(
@@ -160,11 +176,11 @@ def doctor_command() -> None:
         table.add_row(
             "LLM Providers",
             "[bold red]✖ Missing[/bold red]",
-            "No LLM key found in .env. Run [bold cyan]artemis init[/bold cyan] to configure in 10 seconds.",
+            "No LLM key found in .env. Run [bold cyan]artemis init[/bold cyan] to configure.",
         )
 
-    # 5. Vision OCR Key Check
-    if ocr_key:
+    # 5. Vision OCR Key Check (Optional)
+    if is_ocr_configured() and ocr_key:
         val = ocr_key.get_secret_value()
         masked = f"{val[:6]}...{val[-4:]}" if len(val) > 10 else "***"
         table.add_row(
@@ -175,8 +191,8 @@ def doctor_command() -> None:
     else:
         table.add_row(
             "Vision OCR",
-            "[bold yellow]⚠ Missing[/bold yellow]",
-            "OCR_API_KEY / API_KEY not set. Perception fast path will use fallback.",
+            "[bold cyan]○ Optional[/bold cyan]",
+            "OCR_API_KEY is not set. Perception operates in pure XML layout mode.",
         )
 
     # 6. Configuration File Health
@@ -197,33 +213,45 @@ def doctor_command() -> None:
         )
 
     # 7. Video Recording Tools (FFmpeg & scrcpy)
-    ffmpeg_path = shutil.which("ffmpeg")
-    scrcpy_path = shutil.which("scrcpy")
+    ffmpeg_path = toolchain.resolve("ffmpeg")
+    scrcpy_path = toolchain.resolve("scrcpy")
 
     if ffmpeg_path:
         table.add_row(
-            "FFmpeg Tools",
-            "[bold green]✔ Installed[/bold green]",
-            f"{ffmpeg_path} (Video encoding/trimming ready)",
+            "FFmpeg Tools", "[bold green]✔ Installed[/bold green]", f"{ffmpeg_path} (Video ready)"
         )
     else:
+        hint = (
+            "winget install Gyan.FFmpeg"
+            if platform.os_type == OSType.WINDOWS
+            else "brew install ffmpeg"
+            if platform.os_type == OSType.MACOS
+            else "sudo apt-get install -y ffmpeg"
+        )
         table.add_row(
             "FFmpeg Tools",
             "[dim]⚪ Optional[/dim]",
-            "Not found. Install ffmpeg for video compression and audio analysis.",
+            f"Not found. ({hint})",
         )
 
     if scrcpy_path:
         table.add_row(
             "Screen Recorder",
             "[bold green]✔ Installed[/bold green]",
-            f"{scrcpy_path} (Live screen recording ready)",
+            f"{scrcpy_path} (Live stream ready)",
         )
     else:
+        hint = (
+            "winget install Genymobile.scrcpy"
+            if platform.os_type == OSType.WINDOWS
+            else "brew install scrcpy"
+            if platform.os_type == OSType.MACOS
+            else "sudo apt-get install -y scrcpy"
+        )
         table.add_row(
             "Screen Recorder",
             "[dim]⚪ Optional[/dim]",
-            "scrcpy not found. Install scrcpy for --with-video-recording-tools.",
+            f"scrcpy not found. ({hint})",
         )
 
     console.print(table)
diff --git a/artemis/interfaces/cli/commands/mcp.py b/artemis/interfaces/cli/commands/mcp.py
index 4cd4560..3102ee3 100644
--- a/artemis/interfaces/cli/commands/mcp.py
+++ b/artemis/interfaces/cli/commands/mcp.py
@@ -14,13 +14,40 @@
 
 """Model Context Protocol (MCP) server command (artemis mcp)."""
 
+import json
 from typing import Annotated
 
+from mcp_server.base import mcp as agent_mcp
+from mcp_server.utils import env_utils
 from artemis.mcp.adb_server import mcp as adb_mcp
 from artemis.utils.logger import get_logger
+from rich.console import Console
+from rich.syntax import Syntax
 import typer
 
 logger = get_logger(__name__)
+console = Console()
+
+
+def _get_config_snippet(client: str, python_exe: str, project_root: str) -> dict:
+    """Generates MCP configuration dictionary for the specified client."""
+    config_body = {
+        "command": python_exe,
+        "args": ["-m", "mcp_server"],
+        "cwd": project_root,
+        "env": {
+            "PYTHONUNBUFFERED": "1",
+        },
+    }
+
+    if client == "cursor":
+        return {"mcpServers": {"artemis": config_body}}
+    elif client in ("claude", "claude_code", "claude_desktop"):
+        return {"mcpServers": {"artemis": config_body}}
+    elif client == "openclaw":
+        return {"plugins": {"artemis_mcp": {"enabled": True, "type": "mcp", "server": config_body}}}
+    else:  # generic
+        return {"mcpServers": {"artemis": config_body}}
 
 
 def mcp_command(
@@ -29,14 +56,89 @@ def mcp_command(
         typer.Option(
             "--type",
             "-t",
-            help="Type of MCP server to start ('adb' or 'xml').",
+            help="Type of MCP server to start: 'agent' (default, universal IDE mobile agent), 'adb' (raw adb), 'xml' (xml fuzzy search).",
         ),
-    ] = "adb",
+    ] = "agent",
+    transport: Annotated[
+        str,
+        typer.Option(
+            "--transport",
+            help="MCP transport protocol ('stdio' or 'sse').",
+        ),
+    ] = "stdio",
+    host: Annotated[
+        str,
+        typer.Option(
+            "--host",
+            help="Host address when running with SSE transport.",
+        ),
+    ] = "127.0.0.1",
+    port: Annotated[
+        int,
+        typer.Option(
+            "--port",
+            "-p",
+            help="Port number when running with SSE transport.",
+        ),
+    ] = 8001,
+    generate_config: Annotated[
+        str | None,
+        typer.Option(
+            "--generate-config",
+            "-g",
+            help="Output ready-to-use MCP configuration JSON for 'cursor', 'claude', 'openclaw', or 'all'.",
+        ),
+    ] = None,
 ) -> None:
-    """Launch a ARTEMIS Model Context Protocol (MCP) server."""
-    if server_type.lower() == "adb":
-        logger.info("Starting Artemis ADB MCP Server over stdio...")
-        adb_mcp.run(transport="stdio")
+    """Launch or configure the ARTEMIS Model Context Protocol (MCP) server."""
+    project_root = env_utils.get_project_root()
+    python_exe = env_utils.resolve_python_executable(project_root)
+
+    if generate_config:
+        client = generate_config.lower()
+        if client == "all":
+            all_configs = {
+                "cursor (.cursor/mcp.json)": _get_config_snippet(
+                    "cursor", python_exe, project_root
+                ),
+                "claude (claude_desktop_config.json)": _get_config_snippet(
+                    "claude", python_exe, project_root
+                ),
+                "openclaw (openclaw.json)": _get_config_snippet(
+                    "openclaw", python_exe, project_root
+                ),
+            }
+            json_str = json.dumps(all_configs, indent=2)
+        else:
+            snippet = _get_config_snippet(client, python_exe, project_root)
+            json_str = json.dumps(snippet, indent=2)
+
+        syntax = Syntax(json_str, "json", theme="monokai", line_numbers=False)
+        console.print(f"[bold cyan]MCP Configuration for {client.upper()}:[/bold cyan]")
+        console.print(syntax)
+        raise typer.Exit(0)
+
+    st = server_type.lower()
+    if st in ("agent", "mobile", "artemis", "default"):
+        logger.info(f"Starting Artemis Mobile Agent MCP Server over {transport}...")
+        if transport.lower() == "sse":
+            agent_mcp.run(transport="sse", host=host, port=port)
+        else:
+            agent_mcp.run(transport="stdio")
+    elif st == "adb":
+        logger.info(f"Starting Artemis ADB MCP Server over {transport}...")
+        if transport.lower() == "sse":
+            adb_mcp.run(transport="sse", host=host, port=port)
+        else:
+            adb_mcp.run(transport="stdio")
+    elif st == "xml":
+        from artemis.mcp.xml_search_server import mcp as xml_mcp
+
+        logger.info(f"Starting Artemis XML Fuzzy Search MCP Server over {transport}...")
+        if transport.lower() == "sse":
+            xml_mcp.run(transport="sse", host=host, port=port)
+        else:
+            xml_mcp.run(transport="stdio")
     else:
-        logger.error(f"Unsupported MCP server type: {server_type}")
+        logger.error(f"Unsupported MCP server type: {server_type}. Use 'agent', 'adb', or 'xml'.")
         raise typer.Exit(1)
diff --git a/artemis/interfaces/cli/commands/server.py b/artemis/interfaces/cli/commands/server.py
index 2c6bf40..89a0413 100644
--- a/artemis/interfaces/cli/commands/server.py
+++ b/artemis/interfaces/cli/commands/server.py
@@ -15,6 +15,7 @@
 """Server and cloud proxy commands (artemis server)."""
 
 import http.server
+import os
 import socketserver
 import subprocess
 import time
@@ -50,7 +51,7 @@ def get_identity_token() -> str:
 
 
 class CloudRunProxyHandler(http.server.BaseHTTPRequestHandler):
-    target_url: str = "https://artemis-cloud-brain-971929466682.us-central1.run.app"
+    target_url: str = os.getenv("ARTEMIS_CLOUD_URL", "http://127.0.0.1:8000")
 
     def log_message(self, format, *args):
         logger.info(f"[{self.log_date_time_string()}] {format % args}")
@@ -81,7 +82,9 @@ class CloudRunProxyHandler(http.server.BaseHTTPRequestHandler):
         token = get_identity_token()
         if token:
             headers["Authorization"] = f"Bearer {token}"
-        headers["X-Artemis-Token"] = "alice-token"
+        tenant_token = os.getenv("ARTEMIS_TENANT_TOKEN")
+        if tenant_token:
+            headers["X-Artemis-Token"] = tenant_token
 
         content_length = int(self.headers.get("Content-Length", 0))
         body = self.rfile.read(content_length) if content_length > 0 else None
@@ -119,8 +122,10 @@ def web_proxy_command(
     port: Annotated[int, typer.Option("--port", "-p", help="Local port to bind.")] = 8080,
     target: Annotated[
         str,
-        typer.Option("--target", "-t", help="Target Cloud Run URL."),
-    ] = "https://artemis-cloud-brain-971929466682.us-central1.run.app",
+        typer.Option(
+            "--target", "-t", help="Target Artemis Cloud URL.", envvar="ARTEMIS_CLOUD_URL"
+        ),
+    ] = "http://127.0.0.1:8000",
 ) -> None:
     """Start the local authenticated proxy for ARTEMIS Cloud Web Dashboard."""
     CloudRunProxyHandler.target_url = target
diff --git a/artemis/interfaces/cli/commands/ui.py b/artemis/interfaces/cli/commands/ui.py
new file mode 100644
index 0000000..7216e89
--- /dev/null
+++ b/artemis/interfaces/cli/commands/ui.py
@@ -0,0 +1,114 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""UI Launch and Web Console CLI Command (artemis ui)."""
+
+import threading
+import time
+from typing import Annotated
+import urllib.request
+import webbrowser
+
+from rich.console import Console
+from rich.panel import Panel
+import typer
+
+
+def _poll_and_open_browser(url: str, stop_event: threading.Event, timeout: float = 15.0) -> None:
+    """Poll the UI server until it responds, then launch the user's default browser."""
+    start = time.time()
+    while not stop_event.is_set() and (time.time() - start < timeout):
+        try:
+            req = urllib.request.Request(url, headers={"User-Agent": "Artemis-HealthCheck/1.0"})
+            with urllib.request.urlopen(req, timeout=1.5) as resp:
+                if resp.status == 200:
+                    time.sleep(0.3)
+                    webbrowser.open(url)
+                    return
+        except Exception:
+            time.sleep(0.4)
+
+
+def ui_command(
+    host: Annotated[
+        str,
+        typer.Option("--host", "-h", help="Bind host address for the UI server."),
+    ] = "0.0.0.0",
+    port: Annotated[
+        int,
+        typer.Option("--port", "-p", help="Port to run the unified UI server on."),
+    ] = 8000,
+    open_browser: Annotated[
+        bool,
+        typer.Option(
+            "--open/--no-open",
+            help="Automatically open the Showcase UI in default web browser.",
+        ),
+    ] = True,
+    reload: Annotated[
+        bool,
+        typer.Option(
+            "--reload/--no-reload",
+            help="Enable uvicorn live auto-reload (for development).",
+        ),
+    ] = False,
+) -> None:
+    """Launch the unified Artemis Showcase UI & Admin Console in one click."""
+    console = Console()
+    local_url = f"http://localhost:{port}"
+
+    console.print()
+    msg = (
+        f"[bold cyan]✨ Artemis Autonomous Mobile Agent UI[/bold cyan]\n\n"
+        f"📱 [bold green]Showcase UI & Onboarding:[/bold green] [cyan]{local_url}[/cyan]\n"
+        f"🛠️ [bold magenta]Admin Debug Console:[/bold magenta]     [cyan]{local_url}/admin[/cyan]\n"
+        f"📖 [dim]API Documentation:[/dim]         [dim]{local_url}/docs[/dim]\n\n"
+        f"[dim]Press Ctrl+C to stop the server.[/dim]"
+    )
+    console.print(Panel(msg, title="🚀 Web Server Active", border_style="cyan", expand=False))
+    # Ensure .env exists in workspace root
+    from artemis.config.paths import ROOT_DIR
+
+    env_file = ROOT_DIR / ".env"
+    env_example = ROOT_DIR / ".env.example"
+    if not env_file.exists():
+        if env_example.exists():
+            try:
+                env_file.write_text(env_example.read_text(encoding="utf-8"), encoding="utf-8")
+            except Exception:
+                pass
+        else:
+            try:
+                env_file.touch()
+            except Exception:
+                pass
+
+    stop_event = threading.Event()
+    if open_browser:
+        t = threading.Thread(
+            target=_poll_and_open_browser,
+            args=(local_url, stop_event),
+            daemon=True,
+        )
+        t.start()
+
+    try:
+        import uvicorn
+        from apps.admin_console.server import app
+
+        uvicorn.run(app, host=host, port=port, reload=reload)
+    except KeyboardInterrupt:
+        console.print("\n[yellow]🛑 UI Server stopped.[/yellow]")
+    finally:
+        stop_event.set()
diff --git a/artemis/interfaces/cli/main.py b/artemis/interfaces/cli/main.py
index 155c9d5..798eee1 100644
--- a/artemis/interfaces/cli/main.py
+++ b/artemis/interfaces/cli/main.py
@@ -18,13 +18,13 @@ import importlib.metadata
 from typing import Annotated
 
 from artemis.interfaces.cli.commands.batch import batch_command
-from artemis.interfaces.cli.commands.bench import bench_command
 from artemis.interfaces.cli.commands.doctor import doctor_command
 from artemis.interfaces.cli.commands.init import init_command
 from artemis.interfaces.cli.commands.mcp import mcp_command
 from artemis.interfaces.cli.commands.run import run_command
 from artemis.interfaces.cli.commands.server import server_app
 from artemis.interfaces.cli.commands.trace import trace_app
+from artemis.interfaces.cli.commands.ui import ui_command
 from artemis.utils.logger import get_logger
 from rich.console import Console
 from rich.panel import Panel
@@ -41,6 +41,9 @@ app = typer.Typer(
 )
 
 # Register subcommands
+app.command(name="ui", help="Launch the unified Showcase UI & Admin Console in your browser.")(
+    ui_command
+)
 app.command(name="run", help="Execute an autonomous task on a mobile device.")(run_command)
 app.command(name="init", help="Interactive quickstart wizard to configure API keys & device.")(
     init_command
@@ -49,7 +52,6 @@ app.command(name="doctor", help="Check system prerequisites, device status, and
     doctor_command
 )
 app.command(name="batch", help="Execute a batch sequence of automation tasks.")(batch_command)
-app.command(name="bench", help="Run AndroidWorld benchmark task evaluations.")(bench_command)
 app.command(name="mcp", help="Start the Artemis Model Context Protocol (MCP) server.")(mcp_command)
 app.add_typer(server_app, name="server", help="Cloud Run proxy and web dashboard server.")
 app.add_typer(trace_app, name="trace", help="Inspect and query execution traces.")
diff --git a/artemis/llm/router.py b/artemis/llm/router.py
index 55e8d92..ccc7a6a 100644
--- a/artemis/llm/router.py
+++ b/artemis/llm/router.py
@@ -118,7 +118,7 @@ def _patch_langchain_google_genai():
         from langchain_google_genai.chat_models import ChatGoogleGenerativeAI
         from google.genai.types import ToolConfig
 
-        if getattr(ChatGoogleGenerativeAI, "_is_latte_patched", False):
+        if getattr(ChatGoogleGenerativeAI, "_is_artemis_patched", False):
             return
 
         original_process = ChatGoogleGenerativeAI._process_tool_config
@@ -169,7 +169,7 @@ def _patch_langchain_google_genai():
             return config
 
         ChatGoogleGenerativeAI._process_tool_config = patched_process_tool_config
-        ChatGoogleGenerativeAI._is_latte_patched = True
+        ChatGoogleGenerativeAI._is_artemis_patched = True
     except Exception as e:
         logger.warning(f"Could not patch ChatGoogleGenerativeAI._process_tool_config: {e}")
 
diff --git a/artemis/mcp/__init__.py b/artemis/mcp/__init__.py
new file mode 100644
index 0000000..826c2d3
--- /dev/null
+++ b/artemis/mcp/__init__.py
@@ -0,0 +1,20 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Internal MCP servers for ARTEMIS engine (ADB server, XML Fuzzy Search)."""
+
+from artemis.mcp.adb_server import mcp as adb_mcp
+from artemis.mcp.xml_search_server import mcp as xml_mcp
+
+__all__ = ["adb_mcp", "xml_mcp"]
diff --git a/artemis/mcp/adb_server.py b/artemis/mcp/adb_server.py
index 0105d88..465e14d 100644
--- a/artemis/mcp/adb_server.py
+++ b/artemis/mcp/adb_server.py
@@ -29,9 +29,17 @@ if _REPO_ROOT not in sys.path:
 from adbutils import AdbClient
 from mcp.server.fastmcp import Context, FastMCP
 
+try:
+    from mcp.server.fastmcp.server import Settings as FastMCPSettings
+
+    FastMCPSettings.model_rebuild()
+except Exception:
+    pass
+
 from artemis.clients.ui_automator_client import UIAutomatorClient
 from artemis.context import ArtemisContext, DeviceContext, DevicePlatform
 from artemis.controllers.unified_controller import UnifiedMobileController
+from artemis.platform import platform
 from artemis.utils.app_launch_utils import launch_app_with_retries
 
 # Redirect stdio to prevent logs from breaking MCP JSON-RPC protocol and causing deadlocks.
@@ -130,7 +138,7 @@ def _get_controller():
     ctx = ArtemisContext(
         trace_id="mcp-session",
         device=DeviceContext(
-            host_platform="LINUX",
+            host_platform=platform.os_type.name,
             mobile_platform=DevicePlatform.ANDROID,
             device_id=device_id,
             device_width=width,
diff --git a/artemis/mcp/xml_search_server.py b/artemis/mcp/xml_search_server.py
index 70c25ff..4373024 100644
--- a/artemis/mcp/xml_search_server.py
+++ b/artemis/mcp/xml_search_server.py
@@ -25,6 +25,13 @@ if _REPO_ROOT not in sys.path:
 # pylint: disable=wrong-import-position
 from mcp.server.fastmcp import FastMCP
 
+try:
+    from mcp.server.fastmcp.server import Settings as FastMCPSettings
+
+    FastMCPSettings.model_rebuild()
+except Exception:
+    pass
+
 from artemis.data_engine.storage import StorageManager
 
 mcp = FastMCP("Android_XML_Fuzzy_Search")
@@ -83,7 +90,7 @@ def serialize_node(node, max_depth=1):
 
 @mcp.tool()
 def search_ui(image_hash: str, query: str, threshold: float = 0.6) -> dict:
-    """Search for text in UI data (XML and OCR) retrieved from Data Engine by image hash.
+    """Search for text in UI data retrieved from Data Engine by image hash.
 
     Args:
         image_hash: The SHA-256 hash of the image.
@@ -153,7 +160,7 @@ def parse_bounds(bounds_str):
 
 @mcp.tool()
 def search_by_coordinates(image_hash: str, x: int, y: int) -> str:
-    """Search for elements in UI data (XML and OCR) retrieved from Data Engine by image hash that overlap with the given coordinates.
+    """Search for elements in UI data retrieved from Data Engine by image hash that overlap with the given coordinates.
 
     Args:
         image_hash: The SHA-256 hash of the image.
@@ -161,7 +168,7 @@ def search_by_coordinates(image_hash: str, x: int, y: int) -> str:
         y: The Y coordinate.
 
     Returns:
-        A string containing the matching nodes and OCR results.
+        A string containing the matching nodes.
     """
     db_path = os.getenv("DATA_ENGINE_DB_PATH")
     if not db_path:
diff --git a/artemis/platform/__init__.py b/artemis/platform/__init__.py
new file mode 100644
index 0000000..61976df
--- /dev/null
+++ b/artemis/platform/__init__.py
@@ -0,0 +1,61 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Platform Abstraction Layer (PAL) single entry point and global singleton."""
+
+import sys
+
+from artemis.platform.base import (
+    IPlatform,
+    IPlatformPaths,
+    IPlatformProcess,
+    OSType,
+)
+from artemis.platform.darwin import DarwinPlatform
+from artemis.platform.linux import LinuxPlatform
+from artemis.platform.windows import WindowsPlatform
+
+
+def _create_platform() -> IPlatform:
+    """Factory creating the appropriate platform instance for current runtime environment."""
+    if sys.platform == "win32":
+        p = WindowsPlatform()
+    elif sys.platform == "darwin":
+        p = DarwinPlatform()
+    else:
+        p = LinuxPlatform()
+
+    # Automatically initialize UTF-8 environment
+    p.process.setup_utf8_io()
+    return p
+
+
+# Global singleton PAL instance
+platform: IPlatform = _create_platform()
+
+
+def get_platform() -> IPlatform:
+    """Get the active platform abstraction instance."""
+    global platform
+    return platform
+
+
+__all__ = [
+    "platform",
+    "get_platform",
+    "OSType",
+    "IPlatform",
+    "IPlatformPaths",
+    "IPlatformProcess",
+]
diff --git a/artemis/platform/base.py b/artemis/platform/base.py
new file mode 100644
index 0000000..2a88f26
--- /dev/null
+++ b/artemis/platform/base.py
@@ -0,0 +1,104 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Platform Abstraction Layer (PAL) - Base Protocols and Types."""
+
+from enum import Enum
+from pathlib import Path
+from typing import Protocol
+
+
+class OSType(str, Enum):
+    """Operating System Type."""
+
+    LINUX = "linux"
+    MACOS = "darwin"
+    WINDOWS = "windows"
+    UNKNOWN = "unknown"
+
+
+class IPlatformPaths(Protocol):
+    """Standardized directory and path resolver for the target operating system."""
+
+    @property
+    def config_dir(self) -> Path:
+        """Directory for persistent user/app configuration files."""
+        ...
+
+    @property
+    def data_dir(self) -> Path:
+        """Directory for persistent data (traces, SQLite DBs, replays)."""
+        ...
+
+    @property
+    def cache_dir(self) -> Path:
+        """Directory for non-essential cached data."""
+        ...
+
+    @property
+    def logs_dir(self) -> Path:
+        """Directory for persistent runtime logs."""
+        ...
+
+    def temp_dir(self, subfolder: str | None = None) -> Path:
+        """Unified temporary files directory for screenshots, recordings, and scratchpads."""
+        ...
+
+    def resolve_app_dir(self) -> Path:
+        """Resolved central application root directory for backwards compatibility."""
+        ...
+
+
+class IPlatformProcess(Protocol):
+    """Platform-specific process management, signals, and stream handling."""
+
+    @property
+    def path_separator(self) -> str:
+        """Separator character used for PATH and PYTHONPATH (':' on POSIX, ';' on Windows)."""
+        ...
+
+    def terminate_process_tree(self, pid: int, timeout_seconds: float = 3.0) -> bool:
+        """Safely and recursively terminate a process and all its child processes."""
+        ...
+
+    def setup_utf8_io(self) -> None:
+        """Ensure standard I/O and process streams operate in UTF-8 mode."""
+        ...
+
+
+class IPlatform(Protocol):
+    """Unified Platform Abstraction Layer interface."""
+
+    @property
+    def os_type(self) -> OSType:
+        """Operating system type identifier."""
+        ...
+
+    @property
+    def paths(self) -> IPlatformPaths:
+        """Platform paths resolver."""
+        ...
+
+    @property
+    def process(self) -> IPlatformProcess:
+        """Platform process and execution manager."""
+        ...
+
+    def get_package_manager_name(self) -> str | None:
+        """Name of the detected preferred package manager (e.g. apt, brew, winget)."""
+        ...
+
+    def get_install_command(self, tool_name: str) -> str:
+        """Generate platform-specific installation command for a missing tool."""
+        ...
diff --git a/artemis/platform/darwin.py b/artemis/platform/darwin.py
new file mode 100644
index 0000000..7bb866f
--- /dev/null
+++ b/artemis/platform/darwin.py
@@ -0,0 +1,150 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""macOS Platform Implementation (Apple Filesystem Hierarchy & Homebrew Integration)."""
+
+import os
+from pathlib import Path
+import shutil
+import signal
+import tempfile
+
+from artemis.platform.base import IPlatform, IPlatformPaths, IPlatformProcess, OSType
+
+
+class DarwinPlatformPaths(IPlatformPaths):
+    """macOS paths adhering to Apple standard Library/Application Support structure."""
+
+    def __init__(self):
+        self._home = Path.home()
+
+    @property
+    def config_dir(self) -> Path:
+        p = self._home / "Library" / "Application Support" / "artemis"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    @property
+    def data_dir(self) -> Path:
+        env_dir = os.getenv("ARTEMIS_APP_DIR") or os.getenv("ANTIGRAVITY_APP_DIR")
+        if env_dir:
+            p = Path(env_dir)
+            p.mkdir(parents=True, exist_ok=True)
+            return p
+
+        # Check legacy ~/.artemis or ~/.gemini/jetski directory if it exists
+        legacy_artemis = self._home / ".artemis"
+        if legacy_artemis.exists():
+            return legacy_artemis
+
+        legacy_jetski = self._home / ".gemini" / "jetski"
+        if legacy_jetski.exists():
+            return legacy_jetski
+
+        p = self._home / "Library" / "Application Support" / "artemis"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    @property
+    def cache_dir(self) -> Path:
+        p = self._home / "Library" / "Caches" / "artemis"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    @property
+    def logs_dir(self) -> Path:
+        p = self._home / "Library" / "Logs" / "artemis"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    def temp_dir(self, subfolder: str | None = None) -> Path:
+        base = Path(tempfile.gettempdir()) / "artemis"
+        target = base / subfolder if subfolder else base
+        target.mkdir(parents=True, exist_ok=True)
+        return target
+
+    def resolve_app_dir(self) -> Path:
+        return self.data_dir
+
+
+class DarwinPlatformProcess(IPlatformProcess):
+    """macOS process management."""
+
+    @property
+    def path_separator(self) -> str:
+        return ":"
+
+    def terminate_process_tree(self, pid: int, timeout_seconds: float = 3.0) -> bool:
+        try:
+            import psutil
+
+            parent = psutil.Process(pid)
+            children = parent.children(recursive=True)
+            for child in children:
+                try:
+                    child.send_signal(signal.SIGTERM)
+                except (psutil.NoSuchProcess, psutil.AccessDenied):
+                    pass
+
+            parent.send_signal(signal.SIGTERM)
+            gone, alive = psutil.wait_procs(children + [parent], timeout=timeout_seconds)
+            for p in alive:
+                try:
+                    p.kill()
+                except (psutil.NoSuchProcess, psutil.AccessDenied):
+                    pass
+            return True
+        except Exception:
+            try:
+                os.kill(pid, signal.SIGKILL)
+                return True
+            except OSError:
+                return False
+
+    def setup_utf8_io(self) -> None:
+        pass
+
+
+class DarwinPlatform(IPlatform):
+    """macOS Platform Adapter."""
+
+    def __init__(self):
+        self._paths = DarwinPlatformPaths()
+        self._process = DarwinPlatformProcess()
+
+    @property
+    def os_type(self) -> OSType:
+        return OSType.MACOS
+
+    @property
+    def paths(self) -> IPlatformPaths:
+        return self._paths
+
+    @property
+    def process(self) -> IPlatformProcess:
+        return self._process
+
+    def get_package_manager_name(self) -> str | None:
+        if shutil.which("brew"):
+            return "brew"
+        return None
+
+    def get_install_command(self, tool_name: str) -> str:
+        pkg_map = {
+            "adb": "android-platform-tools",
+            "ffmpeg": "ffmpeg",
+            "scrcpy": "scrcpy",
+        }
+        pkg = pkg_map.get(tool_name, tool_name)
+        return f"brew install {pkg}"
diff --git a/artemis/platform/linux.py b/artemis/platform/linux.py
new file mode 100644
index 0000000..1d47cfc
--- /dev/null
+++ b/artemis/platform/linux.py
@@ -0,0 +1,173 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Linux Platform Implementation (XDG Base Directory Specification & POSIX Process Model)."""
+
+import os
+from pathlib import Path
+import shutil
+import signal
+import tempfile
+
+from artemis.platform.base import IPlatform, IPlatformPaths, IPlatformProcess, OSType
+
+
+class LinuxPlatformPaths(IPlatformPaths):
+    """Linux paths adhering to the XDG Base Directory specification with legacy fallbacks."""
+
+    def __init__(self):
+        self._home = Path.home()
+
+    @property
+    def config_dir(self) -> Path:
+        xdg_config = os.getenv("XDG_CONFIG_HOME")
+        if xdg_config:
+            p = Path(xdg_config) / "artemis"
+        else:
+            p = self._home / ".config" / "artemis"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    @property
+    def data_dir(self) -> Path:
+        # Check custom app dir override first
+        env_dir = os.getenv("ARTEMIS_APP_DIR") or os.getenv("ANTIGRAVITY_APP_DIR")
+        if env_dir:
+            p = Path(env_dir)
+            p.mkdir(parents=True, exist_ok=True)
+            return p
+
+        xdg_data = os.getenv("XDG_DATA_HOME")
+        if xdg_data:
+            p = Path(xdg_data) / "artemis"
+            p.mkdir(parents=True, exist_ok=True)
+            return p
+
+        # Check legacy ~/.gemini/jetski or ~/.artemis directory if it exists
+        legacy_jetski = self._home / ".gemini" / "jetski"
+        if legacy_jetski.exists():
+            return legacy_jetski
+
+        legacy_artemis = self._home / ".artemis"
+        if legacy_artemis.exists():
+            return legacy_artemis
+
+        p = self._home / ".local" / "share" / "artemis"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    @property
+    def cache_dir(self) -> Path:
+        xdg_cache = os.getenv("XDG_CACHE_HOME")
+        if xdg_cache:
+            p = Path(xdg_cache) / "artemis"
+        else:
+            p = self._home / ".cache" / "artemis"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    @property
+    def logs_dir(self) -> Path:
+        p = self.data_dir / "logs"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    def temp_dir(self, subfolder: str | None = None) -> Path:
+        base = Path(tempfile.gettempdir()) / "artemis"
+        target = base / subfolder if subfolder else base
+        target.mkdir(parents=True, exist_ok=True)
+        return target
+
+    def resolve_app_dir(self) -> Path:
+        return self.data_dir
+
+
+class LinuxPlatformProcess(IPlatformProcess):
+    """Linux process management using POSIX signals and process groups."""
+
+    @property
+    def path_separator(self) -> str:
+        return ":"
+
+    def terminate_process_tree(self, pid: int, timeout_seconds: float = 3.0) -> bool:
+        try:
+            import psutil
+
+            parent = psutil.Process(pid)
+            children = parent.children(recursive=True)
+            for child in children:
+                try:
+                    child.send_signal(signal.SIGTERM)
+                except (psutil.NoSuchProcess, psutil.AccessDenied):
+                    pass
+
+            parent.send_signal(signal.SIGTERM)
+            gone, alive = psutil.wait_procs(children + [parent], timeout=timeout_seconds)
+            for p in alive:
+                try:
+                    p.kill()
+                except (psutil.NoSuchProcess, psutil.AccessDenied):
+                    pass
+            return True
+        except Exception:
+            try:
+                os.kill(pid, signal.SIGKILL)
+                return True
+            except OSError:
+                return False
+
+    def setup_utf8_io(self) -> None:
+        pass
+
+
+class LinuxPlatform(IPlatform):
+    """Linux Platform Adapter."""
+
+    def __init__(self):
+        self._paths = LinuxPlatformPaths()
+        self._process = LinuxPlatformProcess()
+
+    @property
+    def os_type(self) -> OSType:
+        return OSType.LINUX
+
+    @property
+    def paths(self) -> IPlatformPaths:
+        return self._paths
+
+    @property
+    def process(self) -> IPlatformProcess:
+        return self._process
+
+    def get_package_manager_name(self) -> str | None:
+        for pm in ("apt-get", "dnf", "pacman", "zypper"):
+            if shutil.which(pm):
+                return pm
+        return None
+
+    def get_install_command(self, tool_name: str) -> str:
+        pm = self.get_package_manager_name()
+        pkg_map = {
+            "adb": {"apt-get": "adb", "dnf": "android-tools", "pacman": "android-tools"},
+            "ffmpeg": {"apt-get": "ffmpeg", "dnf": "ffmpeg", "pacman": "ffmpeg"},
+            "scrcpy": {"apt-get": "scrcpy", "dnf": "scrcpy", "pacman": "scrcpy"},
+        }
+        pkg = pkg_map.get(tool_name, {}).get(pm, tool_name)
+        if pm == "apt-get":
+            return f"sudo apt-get install -y {pkg}"
+        elif pm == "dnf":
+            return f"sudo dnf install -y {pkg}"
+        elif pm == "pacman":
+            return f"sudo pacman -S --noconfirm {pkg}"
+        return f"Install {tool_name} using your system package manager."
diff --git a/artemis/platform/windows.py b/artemis/platform/windows.py
new file mode 100644
index 0000000..b8d1c22
--- /dev/null
+++ b/artemis/platform/windows.py
@@ -0,0 +1,190 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Windows Platform Implementation (KnownFolders/AppData, Win32 Process Tree & UTF-8 Injection)."""
+
+import os
+from pathlib import Path
+import shutil
+import subprocess
+import sys
+import tempfile
+
+from artemis.platform.base import IPlatform, IPlatformPaths, IPlatformProcess, OSType
+
+
+class WindowsPlatformPaths(IPlatformPaths):
+    """Windows paths adhering to KnownFolders (%APPDATA% / %LOCALAPPDATA%)."""
+
+    def __init__(self):
+        self._home = Path.home()
+
+    @property
+    def config_dir(self) -> Path:
+        appdata = os.getenv("APPDATA")
+        if appdata:
+            p = Path(appdata) / "Artemis"
+        else:
+            p = self._home / "AppData" / "Roaming" / "Artemis"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    @property
+    def data_dir(self) -> Path:
+        env_dir = os.getenv("ARTEMIS_APP_DIR") or os.getenv("ANTIGRAVITY_APP_DIR")
+        if env_dir:
+            p = Path(env_dir)
+            p.mkdir(parents=True, exist_ok=True)
+            return p
+
+        local_appdata = os.getenv("LOCALAPPDATA")
+        if local_appdata:
+            p = Path(local_appdata) / "Artemis"
+            p.mkdir(parents=True, exist_ok=True)
+            return p
+
+        legacy_jetski = self._home / ".gemini" / "jetski"
+        if legacy_jetski.exists():
+            return legacy_jetski
+
+        legacy_artemis = self._home / ".artemis"
+        if legacy_artemis.exists():
+            return legacy_artemis
+
+        p = self._home / "AppData" / "Local" / "Artemis"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    @property
+    def cache_dir(self) -> Path:
+        p = self.data_dir / "cache"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    @property
+    def logs_dir(self) -> Path:
+        p = self.data_dir / "logs"
+        p.mkdir(parents=True, exist_ok=True)
+        return p
+
+    def temp_dir(self, subfolder: str | None = None) -> Path:
+        base = Path(tempfile.gettempdir()) / "artemis"
+        target = base / subfolder if subfolder else base
+        target.mkdir(parents=True, exist_ok=True)
+        return target
+
+    def resolve_app_dir(self) -> Path:
+        return self.data_dir
+
+
+class WindowsPlatformProcess(IPlatformProcess):
+    """Windows process management with tree termination and UTF-8 console streams."""
+
+    @property
+    def path_separator(self) -> str:
+        return ";"
+
+    def terminate_process_tree(self, pid: int, timeout_seconds: float = 3.0) -> bool:
+        # 1. Try taskkill /F /T /PID on Windows (fastest and cleanest for process trees)
+        try:
+            res = subprocess.run(
+                ["taskkill", "/F", "/T", "/PID", str(pid)],
+                stdout=subprocess.DEVNULL,
+                stderr=subprocess.DEVNULL,
+                check=False,
+                timeout=timeout_seconds,
+            )
+            if res.returncode == 0:
+                return True
+        except Exception:
+            pass
+
+        # 2. Fallback to psutil
+        try:
+            import psutil
+
+            parent = psutil.Process(pid)
+            children = parent.children(recursive=True)
+            for child in children:
+                try:
+                    child.kill()
+                except (psutil.NoSuchProcess, psutil.AccessDenied):
+                    pass
+            parent.kill()
+            return True
+        except Exception:
+            return False
+
+    def setup_utf8_io(self) -> None:
+        """Configures Windows stdout/stderr to UTF-8 mode to prevent encoding crashes."""
+        if hasattr(sys.stdout, "reconfigure"):
+            try:
+                sys.stdout.reconfigure(encoding="utf-8", errors="replace")
+            except Exception:
+                pass
+        if hasattr(sys.stderr, "reconfigure"):
+            try:
+                sys.stderr.reconfigure(encoding="utf-8", errors="replace")
+            except Exception:
+                pass
+        os.environ["PYTHONUTF8"] = "1"
+
+
+class WindowsPlatform(IPlatform):
+    """Windows Platform Adapter."""
+
+    def __init__(self):
+        self._paths = WindowsPlatformPaths()
+        self._process = WindowsPlatformProcess()
+
+    @property
+    def os_type(self) -> OSType:
+        return OSType.WINDOWS
+
+    @property
+    def paths(self) -> IPlatformPaths:
+        return self._paths
+
+    @property
+    def process(self) -> IPlatformProcess:
+        return self._process
+
+    def get_package_manager_name(self) -> str | None:
+        for pm in ("winget", "choco", "scoop"):
+            if shutil.which(pm):
+                return pm
+        return None
+
+    def get_install_command(self, tool_name: str) -> str:
+        pm = self.get_package_manager_name() or "winget"
+        pkg_map = {
+            "adb": {
+                "winget": "winget install Google.PlatformTools",
+                "choco": "choco install adb",
+                "scoop": "scoop install adb",
+            },
+            "ffmpeg": {
+                "winget": "winget install Gyan.FFmpeg",
+                "choco": "choco install ffmpeg",
+                "scoop": "scoop install ffmpeg",
+            },
+            "scrcpy": {
+                "winget": "winget install Genymobile.scrcpy",
+                "choco": "choco install scrcpy",
+                "scoop": "scoop install scrcpy",
+            },
+        }
+        if tool_name in pkg_map and pm in pkg_map[tool_name]:
+            return pkg_map[tool_name][pm]
+        return f"winget install {tool_name} (or download official installer)"
diff --git a/artemis/runtime/__init__.py b/artemis/runtime/__init__.py
new file mode 100644
index 0000000..7674a00
--- /dev/null
+++ b/artemis/runtime/__init__.py
@@ -0,0 +1,22 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Artemis cross-platform runtime and process supervisor subsystem."""
+
+from artemis.runtime.supervisor import ProcessSupervisor, process_supervisor
+
+__all__ = [
+    "ProcessSupervisor",
+    "process_supervisor",
+]
diff --git a/artemis/runtime/supervisor.py b/artemis/runtime/supervisor.py
new file mode 100644
index 0000000..1f8060c
--- /dev/null
+++ b/artemis/runtime/supervisor.py
@@ -0,0 +1,94 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Cross-platform Process Supervisor and Lifecycle Manager."""
+
+import asyncio
+from collections.abc import Sequence
+import os
+from pathlib import Path
+
+from artemis.platform import platform
+from artemis.utils.logger import get_logger
+
+logger = get_logger(__name__)
+
+
+class ProcessSupervisor:
+    """Manages process spawning, tree cleanup, signals, and UTF-8 stream handling."""
+
+    @staticmethod
+    def prepare_environment(extra_env: dict[str, str] | None = None) -> dict[str, str]:
+        """Prepare child process environment with guaranteed UTF-8 mode."""
+        env = os.environ.copy()
+        env["PYTHONUNBUFFERED"] = "1"
+        env["PYTHONUTF8"] = "1"
+        if extra_env:
+            env.update(extra_env)
+        return env
+
+    @staticmethod
+    async def spawn_async(
+        cmd: Sequence[str],
+        cwd: Path | str | None = None,
+        env: dict[str, str] | None = None,
+        capture_output: bool = True,
+    ) -> asyncio.subprocess.Process:
+        """Spawn an asynchronous subprocess with clean environment and cross-platform flags."""
+        prepared_env = ProcessSupervisor.prepare_environment(env)
+        cwd_str = str(cwd) if cwd else None
+
+        stdout_dest = asyncio.subprocess.PIPE if capture_output else None
+        stderr_dest = asyncio.subprocess.PIPE if capture_output else None
+
+        return await asyncio.create_subprocess_exec(
+            *cmd,
+            stdout=stdout_dest,
+            stderr=stderr_dest,
+            cwd=cwd_str,
+            env=prepared_env,
+        )
+
+    @staticmethod
+    def terminate_tree(pid: int, timeout_seconds: float = 3.0) -> bool:
+        """Recursively terminate a process tree."""
+        return platform.process.terminate_process_tree(pid, timeout_seconds=timeout_seconds)
+
+    @staticmethod
+    async def stop_process(
+        proc: asyncio.subprocess.Process | None,
+        timeout_seconds: float = 3.0,
+    ) -> None:
+        """Safely stop an asyncio Process and kill its children if necessary."""
+        if proc is None:
+            return
+
+        if proc.returncode is not None:
+            return
+
+        try:
+            if proc.pid:
+                ProcessSupervisor.terminate_tree(proc.pid, timeout_seconds=timeout_seconds)
+            else:
+                proc.terminate()
+            await asyncio.wait_for(proc.wait(), timeout=timeout_seconds)
+        except Exception as e:
+            logger.debug(f"Failed graceful stop for process {proc}: {e}")
+            try:
+                proc.kill()
+            except Exception:
+                pass
+
+
+process_supervisor: ProcessSupervisor = ProcessSupervisor()
diff --git a/artemis/sdk/agent.py b/artemis/sdk/agent.py
index 4a4b4f0..ee5404f 100644
--- a/artemis/sdk/agent.py
+++ b/artemis/sdk/agent.py
@@ -197,11 +197,11 @@ class Agent:
             client = genai.Client(api_key=key)
 
             # 2. Pre-warm LangChain client
-            chat = ChatGoogleGenerativeAI(model="gemini-3.6-flash", google_api_key=key)
+            chat = ChatGoogleGenerativeAI(model="gemini-3.7-flash", google_api_key=key)
 
             # Fire both calls concurrently in the background
             await asyncio.gather(
-                client.aio.models.count_tokens(model="gemini-3.6-flash", contents="ping"),
+                client.aio.models.count_tokens(model="gemini-3.7-flash", contents="ping"),
                 chat.ainvoke("ping"),
                 return_exceptions=True,
             )
@@ -1001,8 +1001,10 @@ class Agent:
             logger.warning("UIAutomator client not available, using default dimensions")
             device_width, device_height = 1080, 2340
 
+        from artemis.platform import platform as pal_platform
+
         return DeviceContext(
-            host_platform="WINDOWS" if host_platform == "Windows" else "LINUX",
+            host_platform=pal_platform.os_type.name,
             mobile_platform=platform,
             device_id=device_id,
             device_width=device_width,
diff --git a/artemis/sdk/examples/video_transcription_example.py b/artemis/sdk/examples/video_transcription_example.py
index d69f1b8..af76c12 100644
--- a/artemis/sdk/examples/video_transcription_example.py
+++ b/artemis/sdk/examples/video_transcription_example.py
@@ -38,7 +38,8 @@ def get_video_capable_llm_config() -> LLMConfig:
     """Returns an LLM config with video_analyzer configured.
 
     The video_analyzer must use a video-capable Gemini model:
-    - gemini-3.6-flash (recommended - fast and capable)
+    - gemini-3.7-flash (recommended - fast and capable)
+    - gemini-3.6-flash
     - gemini-3-pro-preview
     - gemini-2.5-flash
     - gemini-2.5-pro
@@ -63,8 +64,8 @@ def get_video_capable_llm_config() -> LLMConfig:
             ),
             video_analyzer=LLMWithFallback(
                 provider="google",
-                model="gemini-3.6-flash",
-                fallback=LLM(provider="google", model="gemini-2.5-flash"),
+                model="gemini-3.7-flash",
+                fallback=LLM(provider="google", model="gemini-3.6-flash"),
             ),
         ),
     )
diff --git a/artemis/sdk/types/agent.py b/artemis/sdk/types/agent.py
index f1436a5..1212987 100644
--- a/artemis/sdk/types/agent.py
+++ b/artemis/sdk/types/agent.py
@@ -25,7 +25,7 @@ from artemis.config import (
 from artemis.context import DevicePlatform
 from artemis.sdk.types.task import AgentProfile, TaskRequestCommon
 from artemis.utils.video import detect_video_tools_enabled
-from pydantic import AliasChoices, BaseModel, Field
+from pydantic import BaseModel, Field
 
 
 class _CyFunctionDetectorMeta(type):
@@ -125,10 +125,7 @@ class AgentConfig(BaseModel):
 
     explorer: ExplorerConfig = Field(default_factory=ExplorerConfig)
     explorer_versions: dict[str, Literal["flash", "pro", "ultra"]]
-    denylisted_tools: dict[str, list[str]] = Field(
-        default_factory=dict,
-        validation_alias=AliasChoices("denylisted_tools", "blocklisted_tools"),
-    )
+    denylisted_tools: dict[str, list[str]]
     enable_video_ledger: bool = True
 
     model_config = {"arbitrary_types_allowed": True}
diff --git a/artemis/services/llm.py b/artemis/services/llm.py
index f1e1df4..2807e21 100644
--- a/artemis/services/llm.py
+++ b/artemis/services/llm.py
@@ -395,7 +395,7 @@ async def invoke_llm_with_timeout_message[T](
 
 # Backward compatible factory functions delegating to ModelFactory
 def get_google_llm(
-    model_name: str = "gemini-3.6-flash",
+    model_name: str = "gemini-3.7-flash",
     temperature: float | None = None,
     timeout: float | None = None,
     thinking_budget: int | None = None,
@@ -417,7 +417,7 @@ def get_google_llm(
 
 
 def get_vertex_llm(
-    model_name: str = "gemini-3.6-flash",
+    model_name: str = "gemini-3.7-flash",
     temperature: float | None = None,
     timeout: float | None = None,
     thinking_budget: int | None = None,
diff --git a/artemis/toolchain/__init__.py b/artemis/toolchain/__init__.py
new file mode 100644
index 0000000..7a54134
--- /dev/null
+++ b/artemis/toolchain/__init__.py
@@ -0,0 +1,34 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Managed Toolchain and Binary Discovery Subsystem."""
+
+from artemis.toolchain.descriptors import TOOLS, ToolDescriptor
+from artemis.toolchain.resolver import ToolchainResolver, toolchain
+
+find_adb = toolchain.find_adb
+find_ffmpeg = toolchain.find_ffmpeg
+find_scrcpy = toolchain.find_scrcpy
+is_installed = toolchain.is_installed
+
+__all__ = [
+    "toolchain",
+    "ToolchainResolver",
+    "ToolDescriptor",
+    "TOOLS",
+    "find_adb",
+    "find_ffmpeg",
+    "find_scrcpy",
+    "is_installed",
+]
diff --git a/artemis/toolchain/descriptors.py b/artemis/toolchain/descriptors.py
new file mode 100644
index 0000000..efe5bf9
--- /dev/null
+++ b/artemis/toolchain/descriptors.py
@@ -0,0 +1,86 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Toolchain descriptors and metadata for cross-platform binary discovery."""
+
+from collections.abc import Callable
+from dataclasses import dataclass
+
+
+def _get_embedded_adb() -> str | None:
+    """Fallback to adb binary bundled with adbutils if available."""
+    try:
+        import adbutils
+
+        if hasattr(adbutils, "adb_path"):
+            return adbutils.adb_path()
+    except Exception:
+        pass
+    return None
+
+
+def _get_embedded_ffmpeg() -> str | None:
+    """Fallback to ffmpeg binary bundled with imageio_ffmpeg if available."""
+    try:
+        import imageio_ffmpeg
+
+        if hasattr(imageio_ffmpeg, "get_ffmpeg_exe"):
+            return imageio_ffmpeg.get_ffmpeg_exe()
+    except Exception:
+        pass
+    return None
+
+
+@dataclass(frozen=True)
+class ToolDescriptor:
+    """Metadata and resolution strategies for an external binary/toolchain."""
+
+    name: str
+    binary_name: str
+    win_binary_name: str
+    sdk_relative_path: str | None = None
+    embedded_fallback: Callable[[], str | None] | None = None
+    description: str = ""
+
+
+# Standard supported toolchains
+TOOLS: dict[str, ToolDescriptor] = {
+    "adb": ToolDescriptor(
+        name="adb",
+        binary_name="adb",
+        win_binary_name="adb.exe",
+        sdk_relative_path="platform-tools/adb",
+        embedded_fallback=_get_embedded_adb,
+        description="Android Debug Bridge client",
+    ),
+    "ffmpeg": ToolDescriptor(
+        name="ffmpeg",
+        binary_name="ffmpeg",
+        win_binary_name="ffmpeg.exe",
+        embedded_fallback=_get_embedded_ffmpeg,
+        description="FFmpeg multimedia processing framework",
+    ),
+    "scrcpy": ToolDescriptor(
+        name="scrcpy",
+        binary_name="scrcpy",
+        win_binary_name="scrcpy.exe",
+        description="Screen Copy display and control tool",
+    ),
+    "uv": ToolDescriptor(
+        name="uv",
+        binary_name="uv",
+        win_binary_name="uv.exe",
+        description="Fast Python package manager",
+    ),
+}
diff --git a/artemis/toolchain/resolver.py b/artemis/toolchain/resolver.py
new file mode 100644
index 0000000..d445ea4
--- /dev/null
+++ b/artemis/toolchain/resolver.py
@@ -0,0 +1,178 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Multi-tier cross-platform binary resolution and discovery engine."""
+
+import os
+from pathlib import Path
+import shutil
+
+from artemis.platform import OSType, platform
+from artemis.toolchain.descriptors import TOOLS, ToolDescriptor
+
+
+class ToolchainResolver:
+    """Discovers, validates, and resolves platform-specific binaries with graceful fallbacks."""
+
+    def __init__(self):
+        self._cache: dict[str, str | None] = {}
+
+    def clear_cache(self, tool_name: str | None = None) -> None:
+        """Invalidate cached tool paths to force fresh discovery."""
+        if tool_name:
+            self._cache.pop(tool_name.lower(), None)
+        else:
+            self._cache.clear()
+
+    def resolve(self, tool_name: str, force_refresh: bool = False) -> str | None:
+        """Resolve absolute path to a tool across all discovery tiers."""
+        key = tool_name.lower()
+        if not force_refresh and key in self._cache:
+            cached_val = self._cache[key]
+            if cached_val is not None and Path(cached_val).exists():
+                return cached_val
+            # Cache miss or binary removed: proceed to re-discover
+
+        desc = TOOLS.get(key)
+        if desc is None:
+            # Generic binary lookup
+            res = shutil.which(tool_name)
+            if res and Path(res).exists():
+                self._cache[key] = str(Path(res).resolve())
+                return self._cache[key]
+            self._cache.pop(key, None)
+            return None
+
+        binary_name = (
+            desc.win_binary_name if platform.os_type == OSType.WINDOWS else desc.binary_name
+        )
+
+        # Tier 1: Explicit environment variable override (e.g. ARTEMIS_ADB_PATH)
+        env_var = f"ARTEMIS_{desc.name.upper()}_PATH"
+        env_override = os.getenv(env_var)
+        if env_override and Path(env_override).exists():
+            resolved = str(Path(env_override).resolve())
+            self._cache[key] = resolved
+            return resolved
+
+        # Tier 2: SDK Environment Variables (for Android tools)
+        if desc.sdk_relative_path:
+            for sdk_env in ("ANDROID_HOME", "ANDROID_SDK_ROOT"):
+                sdk_dir = os.getenv(sdk_env)
+                if sdk_dir:
+                    candidate = Path(sdk_dir) / desc.sdk_relative_path
+                    if platform.os_type == OSType.WINDOWS:
+                        candidate = candidate.with_suffix(".exe")
+                    if candidate.exists():
+                        resolved = str(candidate.resolve())
+                        self._cache[key] = resolved
+                        return resolved
+
+        # Tier 3: Common OS default installation paths
+        common_candidates = self._get_os_common_paths(desc)
+        for cand in common_candidates:
+            if cand.exists():
+                resolved = str(cand.resolve())
+                self._cache[key] = resolved
+                return resolved
+
+        # Tier 4: System PATH
+        which_path = shutil.which(binary_name) or shutil.which(desc.name)
+        if which_path:
+            resolved = str(Path(which_path).resolve())
+            self._cache[key] = resolved
+            return resolved
+
+        # Tier 5: Python library embedded binary fallback
+        if desc.embedded_fallback:
+            try:
+                embedded = desc.embedded_fallback()
+                if embedded and Path(embedded).exists():
+                    resolved = str(Path(embedded).resolve())
+                    self._cache[key] = resolved
+                    return resolved
+            except Exception:
+                pass
+
+        # Do not permanently cache negative lookups so dynamic installs are detected immediately
+        self._cache.pop(key, None)
+        return None
+
+    def _get_os_common_paths(self, desc: ToolDescriptor) -> list[Path]:
+        candidates: list[Path] = []
+        home = Path.home()
+
+        if platform.os_type == OSType.WINDOWS:
+            local_appdata = os.getenv("LOCALAPPDATA", "")
+            program_files = os.getenv("ProgramFiles", "C:\\Program Files")
+            program_data = os.getenv("ProgramData", "C:\\ProgramData")
+
+            if desc.name == "adb":
+                if local_appdata:
+                    candidates.append(
+                        Path(local_appdata) / "Android" / "Sdk" / "platform-tools" / "adb.exe"
+                    )
+                candidates.append(Path(program_files) / "Android" / "platform-tools" / "adb.exe")
+            elif desc.name == "scrcpy":
+                candidates.append(Path(program_data) / "chocolatey" / "bin" / "scrcpy.exe")
+                if local_appdata:
+                    candidates.append(
+                        Path(local_appdata) / "Microsoft" / "WinGet" / "Links" / "scrcpy.exe"
+                    )
+            elif desc.name == "ffmpeg":
+                candidates.append(Path(program_data) / "chocolatey" / "bin" / "ffmpeg.exe")
+                if local_appdata:
+                    candidates.append(
+                        Path(local_appdata) / "Microsoft" / "WinGet" / "Links" / "ffmpeg.exe"
+                    )
+
+        elif platform.os_type == OSType.MACOS:
+            if desc.name == "adb":
+                candidates.append(home / "Library" / "Android" / "sdk" / "platform-tools" / "adb")
+                candidates.append(Path("/opt/homebrew/bin/adb"))
+                candidates.append(Path("/usr/local/bin/adb"))
+            elif desc.name in ("ffmpeg", "scrcpy"):
+                candidates.append(Path(f"/opt/homebrew/bin/{desc.name}"))
+                candidates.append(Path(f"/usr/local/bin/{desc.name}"))
+
+        elif platform.os_type == OSType.LINUX:
+            if desc.name == "adb":
+                candidates.append(home / "Android" / "Sdk" / "platform-tools" / "adb")
+                candidates.append(Path("/usr/lib/android-sdk/platform-tools/adb"))
+                candidates.append(Path("/usr/bin/adb"))
+            elif desc.name in ("ffmpeg", "scrcpy"):
+                candidates.append(Path(f"/usr/bin/{desc.name}"))
+                candidates.append(Path(f"/usr/local/bin/{desc.name}"))
+
+        return candidates
+
+    def find_adb(self) -> str:
+        """Find ADB executable or fallback to default name."""
+        return self.resolve("adb") or "adb"
+
+    def find_ffmpeg(self) -> str:
+        """Find FFmpeg executable or fallback to default name."""
+        return self.resolve("ffmpeg") or "ffmpeg"
+
+    def find_scrcpy(self) -> str:
+        """Find scrcpy executable or fallback to default name."""
+        return self.resolve("scrcpy") or "scrcpy"
+
+    def is_installed(self, tool_name: str) -> bool:
+        """Check whether a tool is found on this system."""
+        return self.resolve(tool_name) is not None
+
+
+# Global toolchain resolver singleton
+toolchain: ToolchainResolver = ToolchainResolver()
diff --git a/artemis/tools/actions/device_actions.py b/artemis/tools/actions/device_actions.py
index 01540d6..2595ef8 100644
--- a/artemis/tools/actions/device_actions.py
+++ b/artemis/tools/actions/device_actions.py
@@ -18,7 +18,10 @@ import asyncio
 from typing import Any, Literal
 from artemis.drivers.base import BaseDeviceDriver
 from artemis.tools.base import artemis_tool
-from artemis.utils.coordinates import parse_swipe_parameters
+from artemis.utils.coordinates import (
+    compute_smart_swipe_coordinates,
+    parse_swipe_parameters,
+)
 from artemis.utils.logger import get_logger
 from pydantic import BaseModel, Field
 
@@ -53,9 +56,7 @@ class SwipeArgs(BaseModel):
     direction: Literal["up", "down", "left", "right"] | None = Field(
         None,
         description=(
-            "Smart directional swipe ('up', 'down', 'left', 'right') for general page"
-            " scrolling/browsing. Automatically applies safe vectors and a ~40% visual"
-            " overlap anchor: 'up' (drags bottom-to-top, scrolling down to reveal content below),"
+            "Direction for scrolling and swiping: 'up' (drags bottom-to-top, scrolling down to reveal content below),"
             " 'down' (drags top-to-bottom, scrolling up to reveal content above),"
             " 'left' (drags right-to-left, scrolling right),"
             " 'right' (drags left-to-right, scrolling left)."
@@ -83,9 +84,9 @@ class SwipeArgs(BaseModel):
         ),
     )
     duration: int = Field(
-        400,
+        800,
         description=(
-            "Swipe/drag duration in milliseconds (default 400). For drag-and-drop, "
+            "Swipe/drag duration in milliseconds (default 800). For drag-and-drop, "
             "list reordering, or sliding/adjusting sliders (e.g. volume, brightness, SeekBars), "
             "set duration >= 1000 (e.g. 1500)."
         ),
@@ -101,7 +102,11 @@ class PressKeyArgs(BaseModel):
 
 class WaitForDelayArgs(BaseModel):
     seconds: float = Field(
-        ..., description="Duration in seconds to wait for animations, pages, or state updates."
+        ...,
+        description=(
+            "Duration in seconds to wait (e.g., 2 for 2s, 60 for 1 min, 180 for 3 mins)."
+            " Use whenever time needs to elapse for animations, loading, or scheduled delays."
+        ),
     )
 
 
@@ -182,7 +187,7 @@ async def swipe(
     direction: str | None = None,
     start: list[int] | None = None,
     end: list[int] | None = None,
-    duration: int = 400,
+    duration: int = 800,
     driver: BaseDeviceDriver = None,
     **kwargs: Any,
 ) -> str:
@@ -200,7 +205,15 @@ async def swipe(
     kind, target, dur = parse_swipe_parameters(params, default_duration=duration)
 
     if kind == "direction" and isinstance(target, str):
-        success = await driver.swipe_direction(target, duration_ms=dur)
+        width, height = driver.screen_size
+        sx, sy, ex, ey, smart_dur = compute_smart_swipe_coordinates(
+            direction=target,
+            target=params.get("target"),
+            width=width,
+            height=height,
+            duration=dur,
+        )
+        success = await driver.swipe(sx, sy, ex, ey, duration_ms=smart_dur)
         return f"Swiped {target}" if success else f"Swipe {target} failed"
     elif kind == "coords" and isinstance(target, list) and len(target) == 4:
         width, height = driver.screen_size
diff --git a/artemis/tools/base.py b/artemis/tools/base.py
index 9540dac..6780b0d 100644
--- a/artemis/tools/base.py
+++ b/artemis/tools/base.py
@@ -57,6 +57,10 @@ class ArtemisTool:
         self.handler = handler
         self.category = category
 
+    def is_available(self, ctx: Any = None) -> bool:
+        """Determines if this tool is currently available and should be exposed to agents."""
+        return True
+
     async def execute(self, driver: BaseDeviceDriver, ctx: Any, **kwargs: Any) -> Any:
         """Executes the tool handler with injected driver and context."""
         # Inspect handler signature to only pass supported arguments
@@ -213,25 +217,32 @@ class ToolRegistry:
         return cls._tools.get(normalized)
 
     @classmethod
-    def list_tools(cls, category: ToolCategory | None = None) -> list[ArtemisTool]:
-        """Lists all registered tools, optionally filtered by category."""
+    def list_tools(
+        cls, category: ToolCategory | None = None, available_only: bool = True
+    ) -> list[ArtemisTool]:
+        """Lists all registered tools, optionally filtered by category and availability."""
+        tools = [t for t in cls._tools.values() if not available_only or t.is_available()]
         if category:
-            return [t for t in cls._tools.values() if t.category == category]
-        return list(cls._tools.values())
+            return [t for t in tools if t.category == category]
+        return list(tools)
 
     @classmethod
-    def get_langchain_tools(cls, ctx: Any, names: list[str] | None = None) -> list[BaseTool]:
+    def get_langchain_tools(
+        cls, ctx: Any, names: list[str] | None = None, available_only: bool = True
+    ) -> list[BaseTool]:
         """Returns LangChain tool wrappers for the requested or all registered tools."""
         tools = (
             [cls._tools[n] for n in names if n in cls._tools]
             if names
             else list(cls._tools.values())
         )
+        if available_only:
+            tools = [t for t in tools if t.is_available(ctx)]
         return [t.to_langchain_tool(ctx) for t in tools]
 
     @classmethod
     def get_genai_declarations(
-        cls, names: list[str] | None = None
+        cls, names: list[str] | None = None, available_only: bool = True
     ) -> list[genai_types.FunctionDeclaration]:
         """Returns Google GenAI function declarations for registered tools."""
         tools = (
@@ -239,6 +250,8 @@ class ToolRegistry:
             if names
             else list(cls._tools.values())
         )
+        if available_only:
+            tools = [t for t in tools if t.is_available()]
         return [t.to_genai_declaration() for t in tools]
 
     @classmethod
diff --git a/artemis/tools/index.py b/artemis/tools/index.py
index 80914bb..71c90e5 100644
--- a/artemis/tools/index.py
+++ b/artemis/tools/index.py
@@ -26,6 +26,8 @@ def get_tools_from_wrappers(
     """Instantiate and wrap LangChain tools from a list of ToolWrappers."""
     tools: list[BaseTool] = []
     for wrapper in wrappers:
+        if wrapper.is_available_fn is not None and not wrapper.is_available_fn(ctx):
+            continue
         if isinstance(wrapper, CompositeToolWrapper):
             comp_tools = wrapper.composite_tools_fn_getter(ctx)
             for t in comp_tools:
diff --git a/artemis/tools/mobile/exec_tools.py b/artemis/tools/mobile/exec_tools.py
index 6f0350e..a304c6d 100644
--- a/artemis/tools/mobile/exec_tools.py
+++ b/artemis/tools/mobile/exec_tools.py
@@ -29,7 +29,10 @@ from artemis.graph.state import State
 from artemis.tools.base import ArtemisTool, ToolCategory, ToolRegistry
 from artemis.tools.tool_wrapper import ToolWrapper
 from artemis.tools.types import CyFunctionDetector
-from artemis.utils.coordinates import parse_swipe_parameters
+from artemis.utils.coordinates import (
+    compute_smart_swipe_coordinates,
+    parse_swipe_parameters,
+)
 from artemis.utils.logger import get_logger
 
 logger = get_logger(__name__)
@@ -84,9 +87,7 @@ class SwipeArgs(BaseModel):
     direction: Literal["up", "down", "left", "right"] | None = Field(
         None,
         description=(
-            "Smart directional swipe ('up', 'down', 'left', 'right') for general page"
-            " scrolling/browsing. Automatically applies safe vectors and a ~40% visual"
-            " overlap anchor: 'up' (drags bottom-to-top, scrolling down to reveal content below),"
+            "Direction for scrolling and swiping: 'up' (drags bottom-to-top, scrolling down to reveal content below),"
             " 'down' (drags top-to-bottom, scrolling up to reveal content above),"
             " 'left' (drags right-to-left, scrolling right),"
             " 'right' (drags left-to-right, scrolling left)."
@@ -106,6 +107,12 @@ class SwipeArgs(BaseModel):
             " local interactions (e.g. adjusting sliders, SeekBars, fine range selection, or drag-and-drop)."
         ),
     )
+    target: int | list[int] | str | None = Field(
+        None,
+        description=(
+            "Optional target element index (e.g. 2) or container bounds [left, top, right, bottom] to scope the directional swipe within."
+        ),
+    )
     action: Literal["up", "down", "left", "right"] | list[int] | None = Field(
         None,
         description=(
@@ -114,9 +121,9 @@ class SwipeArgs(BaseModel):
         ),
     )
     duration: int = Field(
-        400,
+        800,
         description=(
-            "Optional swipe/drag duration in milliseconds (default 400). For drag-and-drop,"
+            "Optional swipe/drag duration in milliseconds (default 800). For drag-and-drop,"
             " list reordering, or sliding/adjusting sliders (e.g., volume, brightness, SeekBars),"
             " set duration >= 1000 (e.g. 1500). If omitted for directional swipe, duration is computed automatically."
         ),
@@ -438,16 +445,19 @@ def get_input_text_tool(ctx: ArtemisContext) -> BaseTool:
 SWIPE_DOCSTRING = (
     "[ACTION] Perform a swipe, drag, or slider-adjustment gesture on the"
     " screen.\n\n"
-    "• Smart Directional Scrolling ('direction'): Best for general browsing"
-    " and page scrolling. Automatically computes safe swipe vectors (locking"
-    " axes to prevent edge/sidebar mis-clicks), retains a ~40% visual overlap"
-    " anchor for zero-omission traversal, and prevents inertial flings.\n"
+    "• Directional Scrolling ('direction'): Recommended for general"
+    " browsing and standard page scrolling in most scenarios. Automatically"
+    " computes safe swipe vectors and adaptive duration, retains a ~40% visual overlap"
+    " anchor for zero-omission traversal, and prevents inertial flings. Supports"
+    " scoping to a sub-container via 'target'. If it fails on certain custom layouts,"
+    " fall back to specifying exact coordinates ('start' and 'end') directly.\n"
     "• Precise Coordinate Gestures ('start', 'end'): Best for local,"
     " fine-grained interactions such as adjusting sliders/SeekBars (e.g.,"
-    " volume, brightness, progress bars) or drag-and-drop / list reordering."
-    " Always drag slightly PAST the target position to overcome touch slop"
-    " and reliably trigger the update. When setting a slider to Maximum (100%)"
-    " or Minimum (0%), swipe fully to the extreme boundary."
+    " volume, brightness, progress bars), drag-and-drop / list reordering,"
+    " or as a reliable fallback when directional scrolling fails on specific"
+    " containers. Always drag slightly PAST the target position to overcome"
+    " touch slop and reliably trigger the update. When setting a slider to"
+    " Maximum (100%) or Minimum (0%), swipe fully to the extreme boundary."
 )
 
 
@@ -471,7 +481,7 @@ class SwipeTool(ArtemisTool):
         direction: Literal["up", "down", "left", "right"] | str | None = None,
         start: list[int] | None = None,
         end: list[int] | None = None,
-        duration: int = 400,
+        duration: int = 800,
         tool_call_id: str | None = None,
         state: State | None = None,
         **kwargs: Any,
@@ -488,7 +498,7 @@ class SwipeTool(ArtemisTool):
         if duration is not None:
             params["duration"] = duration
 
-        kind, target, dur = parse_swipe_parameters(params, default_duration=duration or 400)
+        kind, target, dur = parse_swipe_parameters(params, default_duration=duration or 800)
 
         tcid = tool_call_id if tool_call_id is not None else kwargs.get("tool_call_id")
         st = state if state is not None else kwargs.get("state")
@@ -534,38 +544,18 @@ class SwipeTool(ArtemisTool):
                 controller = UnifiedMobileController(ctx)
 
                 if kind == "direction" and isinstance(target, str):
-                    if target == "up":
-                        coords = [
-                            width // 2,
-                            int(height * 0.8),
-                            width // 2,
-                            int(height * 0.2),
-                        ]
-                    elif target == "down":
-                        coords = [
-                            width // 2,
-                            int(height * 0.2),
-                            width // 2,
-                            int(height * 0.8),
-                        ]
-                    elif target == "left":
-                        coords = [
-                            int(width * 0.8),
-                            height // 2,
-                            int(width * 0.2),
-                            height // 2,
-                        ]
-                    elif target == "right":
-                        coords = [
-                            int(width * 0.2),
-                            height // 2,
-                            int(width * 0.8),
-                            height // 2,
-                        ]
-                    else:
-                        raise ValueError(f"Invalid direction: {target}")
-
-                    start_x, start_y, end_x, end_y = coords
+                    indexed_elems = getattr(state, "indexed_elements", None) if state else None
+                    ui_hier = getattr(state, "ui_tree", None) if state else None
+                    start_x, start_y, end_x, end_y, smart_dur = compute_smart_swipe_coordinates(
+                        direction=target,
+                        target=params.get("target"),
+                        indexed_elements=indexed_elems,
+                        ui_hierarchy=ui_hier,
+                        width=width,
+                        height=height,
+                        duration=dur,
+                    )
+                    dur = smart_dur
                 elif kind == "coords" and isinstance(target, list) and len(target) == 4:
                     nx1, ny1, nx2, ny2 = target
                     start_x = int(max(0, min(width - 1, nx1 * width / 1000)))
diff --git a/artemis/tools/mobile/ocr.py b/artemis/tools/mobile/ocr.py
index f06fc97..c6af58d 100644
--- a/artemis/tools/mobile/ocr.py
+++ b/artemis/tools/mobile/ocr.py
@@ -30,7 +30,7 @@ from artemis.graph.state import State
 from artemis.tools.base import ArtemisTool, ToolCategory, ToolRegistry
 from artemis.tools.tool_wrapper import ToolWrapper
 from artemis.utils.logger import get_logger
-from artemis.utils.ocr_api import perform_ocr
+from artemis.utils.ocr_api import is_ocr_configured, perform_ocr
 
 
 class OcrArgs(BaseModel):
@@ -144,6 +144,9 @@ class OcrRecognitionTool(ArtemisTool):
             category=category,
         )
 
+    def is_available(self, ctx: Any = None) -> bool:
+        return is_ocr_configured()
+
     # pylint: disable=too-many-arguments,too-many-positional-arguments
     async def execute(
         self,
@@ -207,4 +210,5 @@ ocr_recognition_wrapper = ToolWrapper(
     tool_fn_getter=get_ocr_tool,
     on_success_fn=lambda output: f"OCR Recognition successful. Results:\n{output}",
     on_failure_fn=lambda error: f"OCR Recognition failed: {error}",
+    is_available_fn=lambda ctx: is_ocr_configured(),
 )
diff --git a/artemis/tools/tool_wrapper.py b/artemis/tools/tool_wrapper.py
index 31c1291..b009f6e 100644
--- a/artemis/tools/tool_wrapper.py
+++ b/artemis/tools/tool_wrapper.py
@@ -40,6 +40,7 @@ class ToolWrapper(BaseModel):
     tool_fn_getter: Callable[[ArtemisContext], BaseTool]
     on_success_fn: Callable[..., str]
     on_failure_fn: Callable[..., str]
+    is_available_fn: Callable[[ArtemisContext], bool] | None = None
 
 
 class CompositeToolWrapper(ToolWrapper):
diff --git a/artemis/tools/types.py b/artemis/tools/types.py
index 90293db..0fa8a94 100644
--- a/artemis/tools/types.py
+++ b/artemis/tools/types.py
@@ -62,7 +62,7 @@ class Target(BaseModel):
 
     @model_validator(mode="after")
     def _default_indices(self):
-        # Treat empty strings like "not provided"
+        # Treat empty strings like “not provided”
         if (
             self.resource_id is not None and self.resource_id != ""
         ) and self.resource_id_index is None:
diff --git a/artemis/utils/coordinates.py b/artemis/utils/coordinates.py
index eb779a7..ad96e90 100644
--- a/artemis/utils/coordinates.py
+++ b/artemis/utils/coordinates.py
@@ -20,7 +20,7 @@ from typing import Any
 
 def parse_swipe_parameters(
     args: Any,
-    default_duration: int | None = 400,
+    default_duration: int | None = 800,
 ) -> tuple[str | None, str | list[int] | None, int | None]:
     """Parses swipe/drag/scroll parameters from various possible input formats into a standardized tuple:
 
@@ -130,6 +130,188 @@ def parse_swipe_parameters(
     return None, None, duration_int
 
 
+def _extract_bounds(val: Any) -> list[int] | None:
+    """Safely parses bounds representation into [left, top, right, bottom]."""
+    if val is None:
+        return None
+    if isinstance(val, (list, tuple)) and len(val) == 4:
+        try:
+            return [int(float(x)) for x in val]
+        except (ValueError, TypeError):
+            return None
+    if isinstance(val, str):
+        match = re.match(r"\[(\-?\d+),(\-?\d+)\]\[(\-?\d+),(\-?\d+)\]", val.strip())
+        if match:
+            return [int(x) for x in match.groups()]
+        nums = re.findall(r"-?\d+", val)
+        if len(nums) == 4:
+            return [int(x) for x in nums]
+    return None
+
+
+def resolve_scrollable_container_bounds(
+    target: Any = None,
+    indexed_elements: list[dict[str, Any]] | None = None,
+    ui_hierarchy: list[dict[str, Any]] | None = None,
+    screen_width: int = 1080,
+    screen_height: int = 2400,
+) -> list[int]:
+    """Resolves the best-effort bounding box [left, top, right, bottom] for scrolling.
+
+    Heuristic Priority:
+    1. Explicit target element bounds (if target index/element/bounds passed).
+    2. Primary active scrollable container (RecyclerView, ScrollView, ListView, WebView, ViewPager).
+    3. Fallback to full screen [0, 0, screen_width, screen_height].
+    """
+    # 1. Target element reference
+    if target is not None:
+        direct_b = _extract_bounds(target)
+        if direct_b and len(direct_b) == 4:
+            return direct_b
+
+        target_idx = None
+        if isinstance(target, (int, float)):
+            target_idx = int(target)
+        elif isinstance(target, str) and target.strip().isdigit():
+            target_idx = int(target.strip())
+
+        if target_idx is not None and indexed_elements:
+            if 1 <= target_idx <= len(indexed_elements):
+                elem = indexed_elements[target_idx - 1]
+                b = _extract_bounds(elem.get("bounds"))
+                if b and len(b) == 4:
+                    return b
+
+    # 2. Look for primary scrollable container in ui_hierarchy or indexed_elements
+    candidates: list[list[int]] = []
+
+    def scan_hierarchy(nodes: list[dict[str, Any]]):
+        for node in nodes:
+            if not isinstance(node, dict):
+                continue
+            is_scroll = (
+                node.get("scrollable") is True or str(node.get("scrollable", "")).lower() == "true"
+            )
+            cls_name = str(node.get("class") or node.get("className") or "").lower()
+            if not is_scroll:
+                for kw in ("scrollview", "recyclerview", "listview", "webview", "viewpager"):
+                    if kw in cls_name:
+                        is_scroll = True
+                        break
+            if is_scroll:
+                b = _extract_bounds(node.get("bounds"))
+                if b and len(b) == 4:
+                    w = b[2] - b[0]
+                    h = b[3] - b[1]
+                    if w >= int(screen_width * 0.25) and h >= int(screen_height * 0.15):
+                        candidates.append(b)
+            children = node.get("children")
+            if isinstance(children, list) and children:
+                scan_hierarchy(children)
+
+    if ui_hierarchy:
+        scan_hierarchy(ui_hierarchy)
+    elif indexed_elements:
+        for elem in indexed_elements:
+            b = _extract_bounds(elem.get("bounds"))
+            cls_name = str(elem.get("class") or elem.get("className") or "").lower()
+            if any(
+                kw in cls_name
+                for kw in ("scrollview", "recyclerview", "listview", "webview", "viewpager")
+            ):
+                if b and len(b) == 4:
+                    candidates.append(b)
+
+    if candidates:
+
+        def area(b: list[int]) -> int:
+            return max(0, b[2] - b[0]) * max(0, b[3] - b[1])
+
+        candidates.sort(key=area, reverse=True)
+        return candidates[0]
+
+    return [0, 0, screen_width, screen_height]
+
+
+def compute_smart_swipe_coordinates(
+    direction: str,
+    target: Any = None,
+    indexed_elements: list[dict[str, Any]] | None = None,
+    ui_hierarchy: list[dict[str, Any]] | None = None,
+    width: int = 1080,
+    height: int = 2400,
+    duration: int | None = None,
+) -> tuple[int, int, int, int, int]:
+    """Computes best-effort container-aware intelligent swipe coordinates and duration.
+
+    Returns: (start_x, start_y, end_x, end_y, duration_ms)
+    """
+    container = resolve_scrollable_container_bounds(
+        target=target,
+        indexed_elements=indexed_elements,
+        ui_hierarchy=ui_hierarchy,
+        screen_width=width,
+        screen_height=height,
+    )
+
+    c_left = max(0, min(width - 1, container[0]))
+    c_top = max(0, min(height - 1, container[1]))
+    c_right = max(c_left + 50, min(width, container[2]))
+    c_bottom = max(c_top + 50, min(height, container[3]))
+
+    c_width = c_right - c_left
+    c_height = c_bottom - c_top
+
+    dir_str = str(direction or "up").strip().lower()
+
+    if dir_str == "up":
+        # Drag upwards -> reveal content below
+        sx = ex = int(c_left + c_width * 0.60)
+        sy = int(c_top + c_height * 0.70)
+        ey = int(c_top + c_height * 0.30)
+    elif dir_str == "down":
+        # Drag downwards -> reveal content above
+        sx = ex = int(c_left + c_width * 0.60)
+        sy = int(c_top + c_height * 0.30)
+        ey = int(c_top + c_height * 0.70)
+    elif dir_str == "left":
+        # Drag leftwards -> page right
+        sy = ey = int(c_top + c_height * 0.50)
+        sx = int(c_left + c_width * 0.75)
+        ex = int(c_left + c_width * 0.25)
+    elif dir_str == "right":
+        # Drag rightwards -> page left
+        sy = ey = int(c_top + c_height * 0.50)
+        sx = int(c_left + c_width * 0.25)
+        ex = int(c_left + c_width * 0.75)
+    else:
+        # Default up
+        sx = ex = int(c_left + c_width * 0.60)
+        sy = int(c_top + c_height * 0.70)
+        ey = int(c_top + c_height * 0.30)
+
+    # Clamp coordinates to screen bounds
+    sx = max(0, min(width - 1, sx))
+    ex = max(0, min(width - 1, ex))
+    sy = max(0, min(height - 1, sy))
+    ey = max(0, min(height - 1, ey))
+
+    if duration is None:
+        dist = ((ex - sx) ** 2 + (ey - sy) ** 2) ** 0.5
+        if dist <= 300:
+            duration_ms = 350
+        elif dist <= 600:
+            duration_ms = 550
+        elif dist <= 1000:
+            duration_ms = 800
+        else:
+            duration_ms = 900
+    else:
+        duration_ms = int(duration)
+
+    return sx, sy, ex, ey, duration_ms
+
+
 def normalize_point(x: int, y: int, width: int, height: int) -> list[int]:
     """Convert physical pixels to normalized 0-1000 coordinates."""
     nx = int(round(x * 1000.0 / width))
@@ -216,13 +398,13 @@ def normalize_step_actions(step_dict: dict[str, Any]) -> dict[str, Any]:
                     item["coordinates"] = target
             elif kind == "direction" and isinstance(target, str):
                 if target == "up":
-                    norm = [600, 800, 600, 200]
+                    norm = [600, 700, 600, 300]
                 elif target == "down":
-                    norm = [600, 200, 600, 800]
+                    norm = [600, 300, 600, 700]
                 elif target == "left":
-                    norm = [800, 500, 200, 500]
+                    norm = [750, 500, 250, 500]
                 elif target == "right":
-                    norm = [200, 500, 800, 500]
+                    norm = [250, 500, 750, 500]
                 else:
                     norm = None
                 if norm:
@@ -255,6 +437,43 @@ def normalize_step_actions(step_dict: dict[str, Any]) -> dict[str, Any]:
                     item["normalized_end_coordinates"] = [nx2, ny2]
             else:
                 item["normalized_coordinates"] = coords
+
+        seq = item.get("sequence") or item.get("targets")
+        if seq:
+            if isinstance(seq, str):
+                try:
+                    seq = json.loads(seq)
+                except Exception:
+                    try:
+                        import ast
+
+                        seq = ast.literal_eval(seq)
+                    except Exception:
+                        pass
+                if isinstance(seq, (list, tuple)):
+                    item["sequence"] = list(seq)
+            if isinstance(item.get("sequence"), list) and "normalized_sequence" not in item:
+                norm_seq = []
+                for pt in item["sequence"]:
+                    if (
+                        isinstance(pt, (list, tuple))
+                        and len(pt) == 2
+                        and all(isinstance(c, (int, float)) for c in pt)
+                    ):
+                        if any(c > 1000 for c in pt) or item.get("target_bounds"):
+                            norm_seq.append(
+                                [
+                                    int(round(pt[0] * 1000.0 / width)),
+                                    int(round(pt[1] * 1000.0 / height)),
+                                ]
+                            )
+                        else:
+                            norm_seq.append([int(round(pt[0])), int(round(pt[1]))])
+                    elif isinstance(pt, int):
+                        norm_seq.append(pt)
+                if norm_seq:
+                    item["normalized_sequence"] = norm_seq
+
         return item
 
     action_taken = step_dict.get("action_taken")
@@ -326,16 +545,26 @@ def normalize_step_actions(step_dict: dict[str, Any]) -> dict[str, Any]:
                     and isinstance(action_taken[0], dict)
                     else (action_taken if isinstance(action_taken, dict) else {})
                 )
-                # Enrich missing coordinates/target/input from action_taken
-                if "target" not in args and "coordinates" not in args:
-                    if first_act.get("coordinates"):
-                        args["coordinates"] = first_act["coordinates"]
-                    if first_act.get("args", {}).get("target"):
-                        args["target"] = first_act["args"]["target"]
-                if "normalized_coordinates" not in args and first_act.get("normalized_coordinates"):
-                    args["normalized_coordinates"] = first_act["normalized_coordinates"]
-                if "text" not in args and first_act.get("text"):
-                    args["text"] = first_act["text"]
+
+                is_seq_tool = (
+                    raw_name in ("click_sequence", "tap_sequence")
+                    or "sequence" in args
+                    or "targets" in args
+                )
+
+                # Enrich missing coordinates/target/input from action_taken only if not a multi-point sequence action
+                if not is_seq_tool:
+                    if "target" not in args and "coordinates" not in args:
+                        if first_act.get("coordinates"):
+                            args["coordinates"] = first_act["coordinates"]
+                        if first_act.get("args", {}).get("target"):
+                            args["target"] = first_act["args"]["target"]
+                    if "normalized_coordinates" not in args and first_act.get(
+                        "normalized_coordinates"
+                    ):
+                        args["normalized_coordinates"] = first_act["normalized_coordinates"]
+                    if "text" not in args and first_act.get("text"):
+                        args["text"] = first_act["text"]
 
                 args = _enrich_action_item(args)
                 payload["args"] = args
diff --git a/artemis/utils/credentials_validator.py b/artemis/utils/credentials_validator.py
new file mode 100644
index 0000000..4636805
--- /dev/null
+++ b/artemis/utils/credentials_validator.py
@@ -0,0 +1,194 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Validation utility to verify LLM and Vision API keys against live provider endpoints."""
+
+import httpx
+
+from artemis.utils.logger import get_logger
+
+logger = get_logger(__name__)
+
+# Minimal 1x1 PNG transparent pixel base64 for Vision API testing
+_TINY_PNG_B64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
+
+
+def _extract_error_message(resp: httpx.Response) -> str:
+    """Extract a human-friendly error message from a provider HTTP response."""
+    try:
+        data = resp.json()
+        if isinstance(data, dict):
+            # Google style: {"error": {"message": "..."}}
+            err_obj = data.get("error")
+            if isinstance(err_obj, dict):
+                msg = err_obj.get("message")
+                if msg:
+                    return str(msg)
+            elif isinstance(err_obj, str):
+                return err_obj
+
+            # OpenAI / Anthropic / OpenRouter style
+            if "message" in data:
+                return str(data["message"])
+            if "detail" in data:
+                return str(data["detail"])
+    except Exception:
+        pass
+
+    # Fallback to response text or HTTP status
+    text = resp.text.strip()
+    if text and len(text) < 200:
+        return text
+    return f"HTTP {resp.status_code}: {resp.reason_phrase}"
+
+
+async def validate_api_key(
+    provider: str,
+    api_key: str,
+    base_url: str | None = None,
+    timeout: float = 12.0,
+) -> tuple[bool, str]:
+    """Tests if the provided API key is valid and usable with the corresponding provider.
+
+    Args:
+        provider: Provider identifier (e.g. 'google', 'gemini', 'ocr', 'openai', 'anthropic', etc.)
+        api_key: Secret API key string.
+        base_url: Optional custom endpoint URL.
+        timeout: Request timeout in seconds.
+
+    Returns:
+        tuple[bool, str]: (is_valid, descriptive_message)
+    """
+    clean_provider = provider.strip().lower()
+    clean_key = api_key.strip()
+
+    if not clean_key:
+        return False, "API key cannot be empty."
+
+    # Placeholders / default template values should be rejected
+    if clean_key in (
+        "API_KEY",
+        "your_gemini_api_key_here",
+        "your_google_cloud_vision_api_key_here",
+        "your_openai_api_key_here",
+        "your_anthropic_api_key_here",
+    ):
+        return False, "Please enter a real API key instead of the placeholder."
+
+    try:
+        async with httpx.AsyncClient(timeout=timeout) as client:
+            if clean_provider in ("google", "gemini", "vertexai", "vertex"):
+                # Test Google Gemini via generativelanguage API
+                url = f"https://generativelanguage.googleapis.com/v1beta/models?key={clean_key}&pageSize=1"
+                resp = await client.get(url)
+                if resp.status_code == 200:
+                    return True, "Google Gemini API key verified successfully."
+                err_msg = _extract_error_message(resp)
+                return False, f"Gemini API verification failed ({resp.status_code}): {err_msg}"
+
+            elif clean_provider in ("ocr", "vision", "google_vision"):
+                # Test Google Cloud Vision OCR API
+                url = f"https://vision.googleapis.com/v1/images:annotate?key={clean_key}"
+                payload = {
+                    "requests": [
+                        {
+                            "image": {"content": _TINY_PNG_B64},
+                            "features": [{"type": "TEXT_DETECTION"}],
+                        }
+                    ]
+                }
+                resp = await client.post(
+                    url, json=payload, headers={"Content-Type": "application/json"}
+                )
+                if resp.status_code == 200:
+                    return True, "Google Cloud Vision OCR API key verified successfully."
+                err_msg = _extract_error_message(resp)
+                return False, f"Vision OCR API verification failed ({resp.status_code}): {err_msg}"
+
+            elif clean_provider == "openai":
+                endpoint = (
+                    f"{base_url.rstrip('/')}/models"
+                    if base_url
+                    else "https://api.openai.com/v1/models"
+                )
+                resp = await client.get(endpoint, headers={"Authorization": f"Bearer {clean_key}"})
+                if resp.status_code == 200:
+                    return True, "OpenAI API key verified successfully."
+                err_msg = _extract_error_message(resp)
+                return False, f"OpenAI API verification failed ({resp.status_code}): {err_msg}"
+
+            elif clean_provider in ("anthropic", "claude"):
+                url = "https://api.anthropic.com/v1/models"
+                resp = await client.get(
+                    url,
+                    headers={
+                        "x-api-key": clean_key,
+                        "anthropic-version": "2023-06-01",
+                    },
+                )
+                if resp.status_code == 200:
+                    return True, "Anthropic Claude API key verified successfully."
+                err_msg = _extract_error_message(resp)
+                return False, f"Anthropic API verification failed ({resp.status_code}): {err_msg}"
+
+            elif clean_provider == "openrouter":
+                url = "https://openrouter.ai/api/v1/auth/key"
+                resp = await client.get(url, headers={"Authorization": f"Bearer {clean_key}"})
+                if resp.status_code == 200:
+                    return True, "OpenRouter API key verified successfully."
+                err_msg = _extract_error_message(resp)
+                return False, f"OpenRouter API verification failed ({resp.status_code}): {err_msg}"
+
+            elif clean_provider in ("xai", "grok"):
+                url = "https://api.x.ai/v1/models"
+                resp = await client.get(url, headers={"Authorization": f"Bearer {clean_key}"})
+                if resp.status_code == 200:
+                    return True, "xAI API key verified successfully."
+                err_msg = _extract_error_message(resp)
+                return False, f"xAI API verification failed ({resp.status_code}): {err_msg}"
+
+            elif clean_provider in ("ollama", "vllm", "custom"):
+                if base_url:
+                    endpoint = f"{base_url.rstrip('/')}/models"
+                    headers = (
+                        {"Authorization": f"Bearer {clean_key}"} if clean_key != "EMPTY" else {}
+                    )
+                    resp = await client.get(endpoint, headers=headers)
+                    if resp.status_code == 200:
+                        return True, f"Custom endpoint ({base_url}) verified successfully."
+                    err_msg = _extract_error_message(resp)
+                    return (
+                        False,
+                        f"Custom endpoint verification failed ({resp.status_code}): {err_msg}",
+                    )
+                return True, "Custom endpoint configured."
+
+            else:
+                # Unknown provider - fallback to basic length check
+                if len(clean_key) >= 8:
+                    return True, f"Credentials for {provider} configured."
+                return False, f"Invalid API key format for {provider}."
+
+    except httpx.TimeoutException:
+        logger.warning(f"Timeout verifying API key for {provider}")
+        return (
+            False,
+            f"Connection to {provider.capitalize()} API timed out. Please check network/proxy settings.",
+        )
+    except httpx.RequestError as exc:
+        logger.warning(f"Network error verifying API key for {provider}: {exc}")
+        return False, f"Network error connecting to {provider.capitalize()} API: {exc}"
+    except Exception as exc:
+        logger.error(f"Unexpected error validating API key for {provider}: {exc}")
+        return False, f"Validation error: {exc}"
diff --git a/artemis/utils/ocr_api.py b/artemis/utils/ocr_api.py
index a338aa1..b56adf5 100644
--- a/artemis/utils/ocr_api.py
+++ b/artemis/utils/ocr_api.py
@@ -30,13 +30,33 @@ def get_http_client() -> httpx.AsyncClient:
     return _HTTP_CLIENT
 
 
+def is_ocr_configured() -> bool:
+    """Checks if a valid Google Vision OCR API key is configured."""
+    ocr_secret = settings.get_api_key("ocr")
+    if ocr_secret and ocr_secret.get_secret_value().strip():
+        val = ocr_secret.get_secret_value().strip()
+        if val not in ("API_KEY", "your_google_cloud_vision_api_key_here"):
+            return True
+    for env_var in ("OCR_API_KEY", "VISION_API_KEY"):
+        val = os.environ.get(env_var)
+        if (
+            val
+            and val.strip()
+            and val.strip() not in ("API_KEY", "your_google_cloud_vision_api_key_here")
+        ):
+            return True
+    return False
+
+
 async def perform_ocr(
-    screenshot_b64: str, client: httpx.AsyncClient = None
+    screenshot_b64: str,
+    client: httpx.AsyncClient | None = None,
 ) -> list[dict[str, Any]]:
-    """Calls Google Vision API for OCR using a persistent client to reuse TLS handshakes.
+    """Calls Google Vision API for text recognition on an image.
 
     Args:
         screenshot_b64: Base64 encoded screenshot image.
+        client: Optional persistent httpx.AsyncClient.
 
     Returns:
         A list of dictionaries containing detected text and position vertices.
@@ -46,10 +66,9 @@ async def perform_ocr(
         (ocr_secret.get_secret_value() if ocr_secret else None)
         or os.environ.get("OCR_API_KEY")
         or os.environ.get("VISION_API_KEY")
-        or os.environ.get("API_KEY")
-        or os.environ.get("GOOGLE_API_KEY")
-        or "API_KEY"
     )
+    if not api_key:
+        return []
 
     url = f"https://vision.googleapis.com/v1/images:annotate?key={api_key}"
     headers = {"Content-Type": "application/json"}
@@ -62,13 +81,9 @@ async def perform_ocr(
         ]
     }
 
-    try:
-        active_client = client if client is not None else get_http_client()
-        response = await active_client.post(url, json=data, headers=headers, timeout=30.0)
-        return _parse_ocr_response(response)
-    except Exception as e:
-        logger.error(f"Failed to call Vision API for OCR: {e}")
-        raise e
+    active_client = client if client is not None else get_http_client()
+    response = await active_client.post(url, json=data, headers=headers, timeout=30.0)
+    return _parse_ocr_response(response)
 
 
 def _parse_ocr_response(response: httpx.Response) -> list[dict[str, Any]]:
diff --git a/artemis/utils/visualization.py b/artemis/utils/visualization.py
index e317beb..e906262 100644
--- a/artemis/utils/visualization.py
+++ b/artemis/utils/visualization.py
@@ -583,35 +583,88 @@ def draw_action_overlay_on_image(
 
         # 2. Click Sequence
         elif action in ("click_sequence", "tap_sequence"):
-            sequence = action_args.get("sequence") or action_args.get("targets") or []
+            sequence = (
+                action_args.get("sequence")
+                or action_args.get("targets")
+                or action_args.get("coordinates")
+                or []
+            )
+            if isinstance(sequence, str):
+                sequence_str = sequence.strip()
+                try:
+                    import json
+
+                    sequence = json.loads(sequence_str)
+                except Exception:
+                    try:
+                        import ast
+
+                        sequence = ast.literal_eval(sequence_str)
+                    except Exception:
+                        pass
+
             if isinstance(sequence, list):
-                for idx, coord in enumerate(sequence, 1):
+                pts = []
+                for coord in sequence:
                     pt = _resolve_coordinates(coord, width, height)
                     if pt:
-                        x, y = pt
-                        draw.ellipse(
-                            [x - dot_radius, y - dot_radius, x + dot_radius, y + dot_radius],
-                            fill="red",
-                            outline="white",
-                            width=line_width,
+                        pts.append(pt)
+
+                # Draw connecting lines/arrows between consecutive sequence points
+                for i in range(len(pts) - 1):
+                    p1, p2 = pts[i], pts[i + 1]
+                    draw.line([p1, p2], fill="white", width=line_width + 3)
+                    draw.line([p1, p2], fill="red", width=line_width)
+
+                    # Arrow head
+                    dx = p2[0] - p1[0]
+                    dy = p2[1] - p1[1]
+                    angle = math.atan2(dy, dx)
+                    arrow_len = max(16, int(base_dim * 0.025))
+                    arrow_angle = math.pi / 6
+                    x1 = p2[0] - arrow_len * math.cos(angle - arrow_angle)
+                    y1 = p2[1] - arrow_len * math.sin(angle - arrow_angle)
+                    x2 = p2[0] - arrow_len * math.cos(angle + arrow_angle)
+                    y2 = p2[1] - arrow_len * math.sin(angle + arrow_angle)
+                    draw.polygon([p2, (x1, y1), (x2, y2)], fill="red", outline="white")
+
+                # Draw numbered circular touch points
+                for idx, (x, y) in enumerate(pts, 1):
+                    # Outer aura
+                    draw.ellipse(
+                        [
+                            x - dot_radius * 1.3,
+                            y - dot_radius * 1.3,
+                            x + dot_radius * 1.3,
+                            y + dot_radius * 1.3,
+                        ],
+                        outline="white",
+                        width=line_width + 1,
+                    )
+                    # Colored circle
+                    draw.ellipse(
+                        [x - dot_radius, y - dot_radius, x + dot_radius, y + dot_radius],
+                        fill="red",
+                        outline="white",
+                        width=line_width,
+                    )
+                    label = str(idx)
+                    try:
+                        font = ImageFont.load_default(size=int(dot_radius * 1.2))
+                        draw.text(
+                            (x - dot_radius // 3, y - dot_radius // 2),
+                            label,
+                            fill="white",
+                            font=font,
+                            stroke_width=2,
+                            stroke_fill="black",
+                        )
+                    except Exception:
+                        draw.text(
+                            (x - 4, y - 6),
+                            label,
+                            fill="white",
                         )
-                        label = str(idx)
-                        try:
-                            font = ImageFont.load_default(size=int(dot_radius * 1.2))
-                            draw.text(
-                                (x - dot_radius // 3, y - dot_radius // 2),
-                                label,
-                                fill="white",
-                                font=font,
-                                stroke_width=2,
-                                stroke_fill="black",
-                            )
-                        except Exception:
-                            draw.text(
-                                (x - 4, y - 6),
-                                label,
-                                fill="white",
-                            )
 
         # 3. Swipe / Drag / Scroll
         elif action in ("swipe", "drag", "scroll"):
diff --git a/config/artemis.jsonc b/config/artemis.jsonc
index ab594b3..c7d1f09 100644
--- a/config/artemis.jsonc
+++ b/config/artemis.jsonc
@@ -8,11 +8,11 @@
   // ------------------------------------------------------------------------------
   "default": {
     "provider": "google",
-    "model": "gemini-3.6-flash",
+    "model": "gemini-3.7-flash",
     "thinking_level": "medium",
     "fallback": {
       "provider": "google",
-      "model": "gemini-3.5-flash",
+      "model": "gemini-3.6-flash",
       "thinking_level": "medium"
     }
   },
@@ -23,8 +23,8 @@
   "presets": {
     "gemini-flagship": {
       "provider": "google",
-      "model": "gemini-3.6-flash",
-      "fallback": { "provider": "google", "model": "gemini-3.5-flash" }
+      "model": "gemini-3.7-flash",
+      "fallback": { "provider": "google", "model": "gemini-3.6-flash" }
     },
     "gemini-flash": {
       "provider": "google",
@@ -54,7 +54,7 @@
   "nodes": {
     // 🧠 Planner: High-level goal decomposition and strategic step planning
     "planner": {
-      "thinking_level": "medium"
+      "thinking_level": "high"
     },
 
     // 🎯 Operator: Screen perception, element interaction, and direct execution
diff --git a/docs/assets/androidworld_benchmark_comparison.png b/docs/assets/androidworld_benchmark_comparison.png
new file mode 100644
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HcmV?d00001

diff --git a/docs/assets/generate_banner.py b/docs/assets/generate_banner.py
new file mode 100644
index 0000000..d3f13ae
--- /dev/null
+++ b/docs/assets/generate_banner.py
@@ -0,0 +1,802 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import os
+import subprocess
+
+
+def create_banner_html():
+    return """<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<style>
+  @import url('https://fonts.googleapis.com/css2?family=Google+Sans:ital,wght@0,400;0,500;0,600;0,700;0,800;0,900;1,400;1,700&family=Google+Sans+Display:wght@400;500;600;700;800;900&family=Google+Sans+Mono:wght@400;500;600;700;800&family=Roboto+Mono:wght@400;500;600;700&display=swap');
+
+  * {
+    margin: 0;
+    padding: 0;
+    box-sizing: border-box;
+  }
+
+  body {
+    width: 1280px;
+    height: 480px;
+    background-color: #060913;
+    font-family: 'Google Sans', -apple-system, BlinkMacSystemFont, 'Roboto', sans-serif;
+    color: #FFFFFF;
+    position: relative;
+    overflow: hidden;
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 0 64px 0 72px;
+  }
+
+  /* Fine Cyber Grid */
+  .grid-bg {
+    position: absolute;
+    inset: 0;
+    background-image: 
+      linear-gradient(to right, rgba(255, 255, 255, 0.025) 1px, transparent 1px),
+      linear-gradient(to bottom, rgba(255, 255, 255, 0.025) 1px, transparent 1px);
+    background-size: 32px 32px;
+    mask-image: radial-gradient(ellipse 90% 80% at 50% 50%, #000 45%, transparent 100%);
+    -webkit-mask-image: radial-gradient(ellipse 90% 80% at 50% 50%, #000 45%, transparent 100%);
+    pointer-events: none;
+  }
+
+  /* Refined Ambient Glows */
+  .glow-blue {
+    position: absolute;
+    top: -140px;
+    left: -100px;
+    width: 640px;
+    height: 640px;
+    background: radial-gradient(circle, rgba(66, 133, 244, 0.26) 0%, rgba(66, 133, 244, 0.03) 50%, transparent 70%);
+    filter: blur(80px);
+    pointer-events: none;
+  }
+
+  .glow-green {
+    position: absolute;
+    bottom: -140px;
+    right: 40px;
+    width: 550px;
+    height: 550px;
+    background: radial-gradient(circle, rgba(52, 168, 83, 0.18) 0%, rgba(52, 168, 83, 0.02) 50%, transparent 70%);
+    filter: blur(80px);
+    pointer-events: none;
+  }
+
+  .glow-yellow {
+    position: absolute;
+    top: 60px;
+    right: 320px;
+    width: 450px;
+    height: 450px;
+    background: radial-gradient(circle, rgba(251, 188, 5, 0.09) 0%, transparent 65%);
+    filter: blur(75px);
+    pointer-events: none;
+  }
+
+  .glow-red {
+    position: absolute;
+    top: -100px;
+    left: 460px;
+    width: 380px;
+    height: 380px;
+    background: radial-gradient(circle, rgba(234, 67, 53, 0.08) 0%, transparent 60%);
+    filter: blur(75px);
+    pointer-events: none;
+  }
+
+  /* Left Column: Clean, Minimalist & Bold */
+  .left-col {
+    position: relative;
+    z-index: 10;
+    max-width: 470px;
+    display: flex;
+    flex-direction: column;
+    gap: 20px;
+  }
+
+  /* Title Row */
+  .title-row {
+    display: flex;
+    align-items: center;
+    gap: 20px;
+  }
+
+  .logo-wrapper {
+    position: relative;
+    width: 92px;
+    height: 92px;
+    flex-shrink: 0;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+  }
+
+  .logo-halo {
+    position: absolute;
+    inset: -8px;
+    background: radial-gradient(circle, rgba(66, 133, 244, 0.55) 0%, rgba(52, 168, 83, 0.25) 50%, transparent 75%);
+    filter: blur(16px);
+    border-radius: 50%;
+  }
+
+  .logo-icon {
+    position: relative;
+    width: 92px;
+    height: 92px;
+    filter: drop-shadow(0 4px 22px rgba(66, 133, 244, 0.6));
+  }
+
+  .brand-title {
+    font-family: 'Google Sans Display', 'Google Sans', sans-serif;
+    font-size: 78px;
+    font-weight: 900;
+    letter-spacing: -0.025em;
+    line-height: 0.95;
+    color: #FFFFFF;
+    filter: drop-shadow(0 0 35px rgba(66, 133, 244, 0.4));
+  }
+
+  /* Clean Single Subtitle (Preserving Android) */
+  .brand-tagline {
+    font-size: 24px;
+    font-weight: 700;
+    line-height: 1.35;
+    color: #F8FAFC;
+    letter-spacing: -0.01em;
+  }
+
+  .brand-tagline span {
+    background: linear-gradient(135deg, #60A5FA 0%, #34D399 100%);
+    -webkit-background-clip: text;
+    -webkit-text-fill-color: transparent;
+  }
+
+  /* Prompt Input Card */
+  .prompt-box {
+    background: rgba(15, 23, 42, 0.75);
+    border: 1px solid rgba(66, 133, 244, 0.22);
+    border-radius: 14px;
+    padding: 13px 16px;
+    display: flex;
+    flex-direction: column;
+    gap: 6px;
+    backdrop-filter: blur(14px);
+    box-shadow: 0 10px 30px rgba(0, 0, 0, 0.4);
+  }
+
+  .prompt-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+  }
+
+  .prompt-label {
+    font-size: 10px;
+    font-weight: 700;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+    color: #64748B;
+    text-transform: uppercase;
+    letter-spacing: 0.08em;
+  }
+
+  .prompt-status {
+    display: flex;
+    align-items: center;
+    gap: 5px;
+    font-size: 9.5px;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+    color: #34A853;
+    font-weight: 600;
+  }
+
+  .status-pulse {
+    width: 6px;
+    height: 6px;
+    border-radius: 50%;
+    background: #34A853;
+    box-shadow: 0 0 8px #34A853;
+  }
+
+  .prompt-text {
+    font-size: 13.5px;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+    color: #E2E8F0;
+    font-weight: 500;
+  }
+
+  .prompt-text span {
+    color: #60A5FA;
+    font-weight: 700;
+  }
+
+  /* Right Visual Stage: Host Agent Driving Connected Phone */
+  .right-stage {
+    position: relative;
+    z-index: 10;
+    width: 630px;
+    height: 440px;
+    display: flex;
+    align-items: center;
+    justify-content: flex-end;
+    gap: 22px;
+  }
+
+  /* Agent Progress Console (Host Controller) */
+  .agent-console {
+    position: relative;
+    width: 285px;
+    background: rgba(11, 17, 32, 0.92);
+    border: 1px solid rgba(255, 255, 255, 0.12);
+    border-radius: 16px;
+    padding: 14px 16px;
+    backdrop-filter: blur(20px);
+    box-shadow: 0 20px 50px rgba(0, 0, 0, 0.6), inset 0 1px 0 rgba(255, 255, 255, 0.15);
+    display: flex;
+    flex-direction: column;
+    gap: 11px;
+    z-index: 15;
+  }
+
+  .console-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    border-bottom: 1px solid rgba(255, 255, 255, 0.08);
+    padding-bottom: 8px;
+  }
+
+  .console-title-group {
+    display: flex;
+    align-items: center;
+    gap: 7px;
+  }
+
+  .console-dot {
+    width: 7px;
+    height: 7px;
+    background: #4285F4;
+    border-radius: 50%;
+    box-shadow: 0 0 8px #4285F4;
+  }
+
+  .console-title {
+    font-size: 11px;
+    font-weight: 800;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+    letter-spacing: 0.06em;
+    color: #F8FAFC;
+  }
+
+  .console-badge {
+    font-size: 9px;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+    font-weight: 700;
+    padding: 2px 6px;
+    background: rgba(66, 133, 244, 0.15);
+    color: #60A5FA;
+    border-radius: 4px;
+    border: 1px solid rgba(66, 133, 244, 0.3);
+  }
+
+  /* Step Execution Timeline */
+  .step-list {
+    display: flex;
+    flex-direction: column;
+    gap: 7px;
+  }
+
+  .step-item {
+    display: flex;
+    align-items: center;
+    gap: 8px;
+    font-size: 11px;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+  }
+
+  .step-icon-done {
+    color: #34A853;
+    font-weight: 800;
+    font-size: 11.5px;
+  }
+
+  .step-text-done {
+    color: #94A3B8;
+  }
+
+  /* Active Step Highlight Card */
+  .step-active-card {
+    background: linear-gradient(135deg, rgba(66, 133, 244, 0.14), rgba(52, 168, 83, 0.08));
+    border: 1px solid rgba(66, 133, 244, 0.4);
+    border-radius: 9px;
+    padding: 8px 10px;
+    display: flex;
+    flex-direction: column;
+    gap: 4px;
+    box-shadow: 0 4px 15px rgba(66, 133, 244, 0.15);
+  }
+
+  .step-active-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+  }
+
+  .step-active-title {
+    font-size: 11px;
+    font-weight: 700;
+    color: #93C5FD;
+    display: flex;
+    align-items: center;
+    gap: 6px;
+  }
+
+  .step-active-time {
+    font-size: 9px;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+    color: #34A853;
+    font-weight: 700;
+    background: rgba(52, 168, 83, 0.15);
+    padding: 1px 5px;
+    border-radius: 3px;
+  }
+
+  .step-active-desc {
+    font-size: 9.5px;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+    color: #CBD5E1;
+    line-height: 1.4;
+  }
+
+  .step-active-desc span {
+    color: #FBBC05;
+    font-weight: 700;
+  }
+
+  .step-pending {
+    color: #475569;
+    display: flex;
+    align-items: center;
+    gap: 8px;
+    font-size: 11px;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+  }
+
+  /* Connected Mobile Phone Mockup */
+  .phone-frame {
+    position: relative;
+    width: 215px;
+    height: 380px;
+    background: #0B0F19;
+    border-radius: 36px;
+    padding: 8px;
+    box-shadow: 
+      0 25px 65px -10px rgba(0, 0, 0, 0.85),
+      0 0 45px rgba(66, 133, 244, 0.25),
+      inset 0 0 0 1.5px rgba(255, 255, 255, 0.16),
+      inset 0 1px 3px rgba(255, 255, 255, 0.4);
+    z-index: 20;
+    flex-shrink: 0;
+  }
+
+  .phone-screen {
+    width: 100%;
+    height: 100%;
+    background: linear-gradient(180deg, #0D1527 0%, #060B16 100%);
+    border-radius: 28px;
+    position: relative;
+    overflow: hidden;
+    border: 1px solid rgba(255, 255, 255, 0.08);
+    display: flex;
+    flex-direction: column;
+    padding: 12px 10px;
+  }
+
+  /* Dynamic Island */
+  .phone-island {
+    position: absolute;
+    top: 7px;
+    left: 50%;
+    transform: translateX(-50%);
+    width: 56px;
+    height: 13px;
+    background: #000;
+    border-radius: 20px;
+    z-index: 30;
+  }
+
+  /* Phone App UI Header */
+  .screen-header {
+    margin-top: 18px;
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    padding: 0 2px;
+  }
+
+  .screen-title {
+    font-size: 10.5px;
+    font-weight: 700;
+    color: #F8FAFC;
+  }
+
+  .device-tag {
+    font-size: 7.5px;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+    font-weight: 700;
+    padding: 2px 5px;
+    background: rgba(52, 168, 83, 0.15);
+    color: #34A853;
+    border-radius: 4px;
+    border: 1px solid rgba(52, 168, 83, 0.35);
+  }
+
+  /* Screen Content Cards */
+  .mock-item-card {
+    margin-top: 10px;
+    background: rgba(255, 255, 255, 0.04);
+    border: 1px solid rgba(255, 255, 255, 0.08);
+    border-radius: 11px;
+    padding: 8px 9px;
+    display: flex;
+    gap: 8px;
+    align-items: center;
+  }
+
+  .item-thumb {
+    width: 28px;
+    height: 28px;
+    border-radius: 7px;
+    background: linear-gradient(135deg, #1E293B, #334155);
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    font-size: 13px;
+  }
+
+  .item-info {
+    flex: 1;
+    display: flex;
+    flex-direction: column;
+    gap: 1.5px;
+  }
+
+  .item-title {
+    font-size: 9px;
+    font-weight: 700;
+    color: #F1F5F9;
+  }
+
+  .item-sub {
+    font-size: 7.5px;
+    color: #64748B;
+  }
+
+  .item-price {
+    font-size: 9px;
+    font-weight: 700;
+    color: #38BDF8;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+  }
+
+  /* Secondary Mock Card */
+  .mock-secondary-card {
+    margin-top: 7px;
+    background: rgba(255, 255, 255, 0.025);
+    border: 1px solid rgba(255, 255, 255, 0.05);
+    border-radius: 9px;
+    padding: 6px 8px;
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    opacity: 0.8;
+  }
+
+  .secondary-text {
+    font-size: 7.5px;
+    color: #94A3B8;
+  }
+
+  .secondary-val {
+    font-size: 7.5px;
+    font-weight: 700;
+    color: #F1F5F9;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+  }
+
+  /* Action Target Button with Vision Grounding Box */
+  .action-target-wrapper {
+    position: relative;
+    margin-top: auto;
+    margin-bottom: 6px;
+  }
+
+  .mock-btn {
+    width: 100%;
+    height: 36px;
+    background: linear-gradient(135deg, #4285F4, #2563EB);
+    border-radius: 9px;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    font-size: 10px;
+    font-weight: 800;
+    color: #FFFFFF;
+    box-shadow: 0 4px 15px rgba(66, 133, 244, 0.45);
+    border: 1px solid rgba(255, 255, 255, 0.2);
+  }
+
+  /* AI Grounding Vision Box (Emerald Green) */
+  .grounding-box {
+    position: absolute;
+    inset: -4px;
+    border: 1.5px solid #34A853;
+    border-radius: 12px;
+    background: rgba(52, 168, 83, 0.12);
+    box-shadow: 0 0 15px rgba(52, 168, 83, 0.35);
+    pointer-events: none;
+  }
+
+  .grounding-tag {
+    position: absolute;
+    top: -9px;
+    left: 8px;
+    background: #34A853;
+    color: #032014;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+    font-size: 7.5px;
+    font-weight: 800;
+    padding: 1px 5px;
+    border-radius: 3px;
+    letter-spacing: 0.02em;
+  }
+
+  /* Tap Ripple Target (Amber/Yellow Accent) */
+  .tap-point {
+    position: absolute;
+    top: 50%;
+    right: 14px;
+    transform: translateY(-50%);
+    width: 22px;
+    height: 22px;
+    pointer-events: none;
+  }
+
+  .tap-ripple {
+    position: absolute;
+    inset: 0;
+    border: 2px solid #FBBC05;
+    border-radius: 50%;
+    opacity: 0.85;
+  }
+
+  .tap-dot {
+    position: absolute;
+    top: 7px;
+    left: 7px;
+    width: 8px;
+    height: 8px;
+    background: #FBBC05;
+    border-radius: 50%;
+    box-shadow: 0 0 10px #FBBC05;
+  }
+</style>
+</head>
+<body>
+
+  <!-- Background Layer -->
+  <div class="grid-bg"></div>
+  <div class="glow-blue"></div>
+  <div class="glow-green"></div>
+  <div class="glow-yellow"></div>
+  <div class="glow-red"></div>
+
+  <!-- Left Content Column (Clean, Focused, Minimalist) -->
+  <div class="left-col">
+    <div class="title-row">
+      <div class="logo-wrapper">
+        <div class="logo-halo"></div>
+        <svg class="logo-icon" viewBox="0 0 240 240" fill="none" xmlns="http://www.w3.org/2000/svg">
+          <defs>
+            <radialGradient id="redGlow" cx="50%" cy="50%" r="50%">
+              <stop offset="0%" stop-color="#EA4335" stop-opacity="1" />
+              <stop offset="40%" stop-color="#EA4335" stop-opacity="0.95" />
+              <stop offset="100%" stop-color="#EA4335" stop-opacity="0" />
+            </radialGradient>
+            <radialGradient id="yellowGlow" cx="50%" cy="50%" r="50%">
+              <stop offset="0%" stop-color="#FBBC05" stop-opacity="1" />
+              <stop offset="40%" stop-color="#FBBC05" stop-opacity="0.95" />
+              <stop offset="100%" stop-color="#FBBC05" stop-opacity="0" />
+            </radialGradient>
+            <radialGradient id="greenGlow" cx="50%" cy="50%" r="50%">
+              <stop offset="0%" stop-color="#34A853" stop-opacity="1" />
+              <stop offset="40%" stop-color="#34A853" stop-opacity="0.95" />
+              <stop offset="100%" stop-color="#34A853" stop-opacity="0" />
+            </radialGradient>
+            <mask id="robotMeshMask">
+              <rect width="240" height="240" fill="black" />
+              <path d="M 90 60 Q 75 35 65 28" stroke="white" stroke-width="10" stroke-linecap="round" />
+              <circle cx="62" cy="24" r="10" fill="white" />
+              <path d="M 150 60 Q 165 35 175 28" stroke="white" stroke-width="10" stroke-linecap="round" />
+              <circle cx="178" cy="24" r="10" fill="white" />
+              <rect x="28" y="100" width="16" height="48" rx="8" fill="white" />
+              <rect x="196" y="100" width="16" height="48" rx="8" fill="white" />
+              <rect x="44" y="58" width="152" height="132" rx="40" fill="white" />
+              <rect x="64" y="88" width="112" height="52" rx="22" fill="black" />
+              <path d="M 82 118 Q 92 106 102 118" stroke="white" stroke-width="6" stroke-linecap="round" fill="none" />
+              <path d="M 138 118 Q 148 106 158 118" stroke="white" stroke-width="6" stroke-linecap="round" fill="none" />
+              <path d="M 104 158 Q 120 172 136 158" stroke="black" stroke-width="6" stroke-linecap="round" fill="none" />
+            </mask>
+          </defs>
+          <g mask="url(#robotMeshMask)">
+            <rect width="240" height="240" fill="#4285F4" />
+            <circle cx="160" cy="50" r="100" fill="url(#redGlow)" />
+            <circle cx="60" cy="120" r="95" fill="url(#yellowGlow)" />
+            <circle cx="110" cy="200" r="95" fill="url(#greenGlow)" />
+          </g>
+        </svg>
+      </div>
+
+      <h1 class="brand-title">ARTEMIS</h1>
+    </div>
+
+    <!-- Clear, Crisp Subtitle -->
+    <div class="brand-tagline">
+      Control Any Android App with <span>Autonomous AI</span>
+    </div>
+
+    <!-- User Prompt Input Example -->
+    <div class="prompt-box">
+      <div class="prompt-header">
+        <span class="prompt-label">Goal / Prompt</span>
+        <div class="prompt-status">
+          <div class="status-pulse"></div>
+          <span>RUNNING ON DEVICE</span>
+        </div>
+      </div>
+      <div class="prompt-text">
+        <span>&gt;</span> Order an iced caramel latte with oat milk
+      </div>
+    </div>
+  </div>
+
+  <!-- Right Visual Stage: Host Agent Driving Connected Phone -->
+  <div class="right-stage">
+    
+    <!-- Agent Execution Console (Host Side) -->
+    <div class="agent-console">
+      <div class="console-header">
+        <div class="console-title-group">
+          <div class="console-dot"></div>
+          <span class="console-title">Agent Execution</span>
+        </div>
+        <span class="console-badge">STEP 3 / 4</span>
+      </div>
+
+      <div class="step-list">
+        <div class="step-item">
+          <span class="step-icon-done">✓</span>
+          <span class="step-text-done">1. Open app & search catalog</span>
+        </div>
+        <div class="step-item">
+          <span class="step-icon-done">✓</span>
+          <span class="step-text-done">2. Select item & customize</span>
+        </div>
+
+        <!-- Active Step -->
+        <div class="step-active-card">
+          <div class="step-active-header">
+            <span class="step-active-title">▶ 3. Tap "Place Order"</span>
+            <span class="step-active-time">140ms</span>
+          </div>
+          <div class="step-active-desc">
+            Vision target grounded at <span>(540, 1680)</span>
+          </div>
+        </div>
+
+        <div class="step-pending">
+          <span>○</span>
+          <span>4. Verify receipt & return</span>
+        </div>
+      </div>
+    </div>
+
+    <!-- Real Connected Phone Executing the Tap -->
+    <div class="phone-frame">
+      <div class="phone-screen">
+        <div class="phone-island"></div>
+
+        <div class="screen-header">
+          <span class="screen-title">Food & Drink</span>
+          <span class="device-tag">● ANDROID</span>
+        </div>
+
+        <div class="mock-item-card">
+          <div class="item-thumb">☕</div>
+          <div class="item-info">
+            <span class="item-title">Iced Caramel Latte</span>
+            <span class="item-sub">Double Shot · Oat Milk</span>
+          </div>
+          <span class="item-price">$5.40</span>
+        </div>
+
+        <div class="mock-secondary-card">
+          <span class="secondary-text">Delivery Address</span>
+          <span class="secondary-val">Desk #42</span>
+        </div>
+
+        <div class="action-target-wrapper">
+          <!-- AI Grounding Box on Target Button -->
+          <div class="grounding-box">
+            <div class="grounding-tag">🎯 GROUNDED (0.99)</div>
+          </div>
+          <div class="mock-btn">
+            Place Order ($5.40)
+          </div>
+          <!-- Tap Ripple -->
+          <div class="tap-point">
+            <div class="tap-ripple"></div>
+            <div class="tap-dot"></div>
+          </div>
+        </div>
+      </div>
+    </div>
+
+  </div>
+
+</body>
+</html>
+"""
+
+
+def render_image(html_str, output_path):
+    temp_html = f"/tmp/banner_{os.path.basename(output_path)}.html"
+    with open(temp_html, "w", encoding="utf-8") as f:
+        f.write(html_str)
+
+    cmd = [
+        "google-chrome",
+        "--headless=new",
+        "--disable-gpu",
+        "--virtual-time-budget=2000",
+        "--window-size=1280,480",
+        "--device-scale-factor=2",
+        "--hide-scrollbars",
+        f"--screenshot={output_path}",
+        f"file://{temp_html}",
+    ]
+    res = subprocess.run(cmd, capture_output=True, text=True)
+    if os.path.exists(output_path):
+        print(f"Rendered {output_path} ({os.path.getsize(output_path)} bytes)")
+    else:
+        print(f"Error rendering {output_path}: {res.stderr}")
+
+
+from pathlib import Path
+
+assets_dir = Path(__file__).resolve().parent
+os.makedirs(assets_dir, exist_ok=True)
+
+html_content = create_banner_html()
+
+# Generate main banner
+render_image(html_content, str(assets_dir / "artemis-banner.png"))
+# Also update en banner for consistency
+render_image(html_content, str(assets_dir / "artemis-banner-en.png"))
diff --git a/docs/assets/generate_ui_showcase.py b/docs/assets/generate_ui_showcase.py
new file mode 100644
index 0000000..be5f086
--- /dev/null
+++ b/docs/assets/generate_ui_showcase.py
@@ -0,0 +1,542 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import base64
+import os
+from pathlib import Path
+import subprocess
+
+
+def generate_showcase(lang="zh", source_image=None):
+    assets_dir = Path(__file__).resolve().parent
+    if source_image and os.path.exists(source_image):
+        image_path = Path(source_image)
+    else:
+        # Default lookup order
+        candidates = [
+            assets_dir / "ui_raw.png",
+            assets_dir.parent.parent / "image.png",
+            assets_dir / "artemis-ui-showcase.png",
+        ]
+        image_path = next((p for p in candidates if p.exists()), None)
+
+    if lang == "zh":
+        output_path = assets_dir / "artemis-ui-showcase.png"
+    else:
+        output_path = assets_dir / "artemis-ui-showcase-en.png"
+
+    if not image_path or not image_path.exists():
+        print(f"Skipping showcase generation: source image not found for {lang}")
+        return
+
+    with open(image_path, "rb") as f:
+        img_b64 = base64.b64encode(f.read()).decode("utf-8")
+
+    if lang == "zh":
+        tag1_title, tag1_desc = "顶栏视图切换", "主页 / 工作区"
+        tag2_title, tag2_desc = "运行模式与录屏回放", "Pro / Flash · 回放"
+        tag3_title = "实时推理流与操作轨迹"
+        tag4_title, tag4_desc = "自然语言下发胶囊", "一句话驱动真机"
+        tag5_title, tag5_desc = "任务队列看板", "状态流转 · 历史回溯"
+
+        card3_title = "③ 实时感知推理流解析"
+        card3_tag = "LIVE STREAM"
+        row1_title, row1_desc = (
+            "动作感知与定位",
+            "捕获点击、滑动与定位坐标（如 <code>[[381, 430]]</code>）",
+        )
+        row2_title, row2_desc = (
+            "资源开销统计",
+            "记录每步耗时（<code>Worked for 13s</code>）与 Token 消耗",
+        )
+        row3_title, row3_desc = (
+            "挂载 Outputter 结构化输出",
+            "任务结束时自动调起 Outputter 进行全轨迹证据核验与提取 (<code>output.md</code> / JSON)",
+        )
+
+        tag1_pos = "top: 20px; left: 295px;"
+        tag2_pos = "top: 76px; left: 660px;"
+        tag3_pos = "top: 68px; left: 24px;"
+        tag4_pos = "top: 494px; left: 360px;"
+        tag5_pos = "top: 70px; left: 1075px;"
+        card3_width = "545px"
+    else:
+        tag1_title, tag1_desc = "View Switcher", "Home / Workspace"
+        tag2_title, tag2_desc = "Model & Replay", "Pro / Flash · Replay"
+        tag3_title = "Live Agent Execution Stream"
+        tag4_title, tag4_desc = "Prompt Dock", "Autonomous Execution"
+        tag5_title, tag5_desc = "Task Queue & Dashboard", "Lifecycle & History"
+
+        card3_title = "③ Live Agent Reasoning & Stream"
+        card3_tag = "LIVE STREAM"
+        row1_title, row1_desc = (
+            "Action Grounding & Perception",
+            "Real-time gestures, taps & coordinates (e.g. <code>[[381, 430]]</code>)",
+        )
+        row2_title, row2_desc = (
+            "Latency & Token Metrics",
+            "Per-step duration tracking (<code>Worked for 13s</code>) & token cost",
+        )
+        row3_title, row3_desc = (
+            "Mounted Outputter Synthesis",
+            "Post-execution trace verification & structured data extraction into <code>output.md</code> / JSON",
+        )
+
+        tag1_pos = "top: 20px; left: 295px;"
+        tag2_pos = "top: 76px; left: 660px;"
+        tag3_pos = "top: 68px; left: 24px;"
+        tag4_pos = "top: 494px; left: 350px;"
+        tag5_pos = "top: 70px; left: 1075px;"
+        card3_width = "550px"
+
+    html_content = f"""<!DOCTYPE html>
+<html lang="{"zh-CN" if lang == "zh" else "en"}">
+<head>
+<meta charset="UTF-8">
+<style>
+  @import url('https://fonts.googleapis.com/css2?family=Google+Sans:ital,wght@0,400;0,500;0,600;0,700;0,800;0,900;1,400;1,700&family=Google+Sans+Display:wght@400;500;600;700;800;900&family=Google+Sans+Mono:wght@400;500;600;700;800&family=Roboto+Mono:wght@400;500;600;700&family=Noto+Sans+SC:wght@400;500;600;700;800;900&display=swap');
+
+  * {{
+    margin: 0;
+    padding: 0;
+    box-sizing: border-box;
+  }}
+
+  body {{
+    width: 1545px;
+    height: 618px;
+    background-color: transparent;
+    font-family: 'Google Sans', 'Noto Sans SC', -apple-system, BlinkMacSystemFont, 'Roboto', sans-serif;
+    position: relative;
+    overflow: hidden;
+  }}
+
+  .canvas-container {{
+    position: relative;
+    width: 1545px;
+    height: 618px;
+    overflow: hidden;
+  }}
+
+  .bg-screenshot {{
+    position: absolute;
+    top: 0;
+    left: 0;
+    width: 1545px;
+    height: 618px;
+    display: block;
+  }}
+
+  /* High-Precision Grounding Bounding Boxes */
+  .grounding-box {{
+    position: absolute;
+    box-sizing: border-box;
+    pointer-events: none;
+  }}
+
+  /* Corner reticles / brackets for rectangular boxes */
+  .corner-tl, .corner-tr, .corner-bl, .corner-br {{
+    position: absolute;
+    width: 10px;
+    height: 10px;
+  }}
+  .corner-tl {{ top: -2px; left: -2px; border-top: 3.5px solid; border-left: 3.5px solid; border-top-left-radius: 5px; }}
+  .corner-tr {{ top: -2px; right: -2px; border-top: 3.5px solid; border-right: 3.5px solid; border-top-right-radius: 5px; }}
+  .corner-bl {{ bottom: -2px; left: -2px; border-bottom: 3.5px solid; border-left: 3.5px solid; border-bottom-left-radius: 5px; }}
+  .corner-br {{ bottom: -2px; right: -2px; border-bottom: 3.5px solid; border-right: 3.5px solid; border-bottom-right-radius: 5px; }}
+
+  /* Region 1: Nav Switcher (Top Left Pill Capsule) */
+  .box-nav {{
+    top: 15px;
+    left: 14px;
+    width: 266px;
+    height: 50px;
+    border: 2.5px solid #2563EB;
+    border-radius: 25px;
+    background: rgba(37, 99, 235, 0.05);
+    box-shadow: 0 0 16px rgba(37, 99, 235, 0.35), inset 0 0 10px rgba(37, 99, 235, 0.1);
+  }}
+
+  /* Region 2: Model & Replay (Top Center-Right Pills) */
+  .box-model {{
+    top: 15px;
+    left: 752px;
+    width: 252px;
+    height: 50px;
+    border: 2.5px solid #7C3AED;
+    border-radius: 25px;
+    background: rgba(124, 58, 237, 0.05);
+    box-shadow: 0 0 16px rgba(124, 58, 237, 0.35), inset 0 0 10px rgba(124, 58, 237, 0.1);
+  }}
+
+  /* Region 3: Trajectory & Steps (Left Main Area) */
+  .box-stream {{
+    top: 86px;
+    left: 14px;
+    width: 390px;
+    height: 446px;
+    border: 2.5px solid #059669;
+    border-radius: 12px;
+    background: rgba(5, 150, 105, 0.03);
+    box-shadow: 0 0 20px rgba(5, 150, 105, 0.25), inset 0 0 12px rgba(5, 150, 105, 0.08);
+  }}
+
+  /* Region 4: Command Capsule (Bottom Center) */
+  .box-command {{
+    top: 546px;
+    left: 432px;
+    width: 165px;
+    height: 60px;
+    border: 2.5px solid #DB2777;
+    border-radius: 30px;
+    background: rgba(219, 39, 119, 0.05);
+    box-shadow: 0 0 20px rgba(219, 39, 119, 0.35), inset 0 0 10px rgba(219, 39, 119, 0.1);
+  }}
+
+  /* Region 5: Task Queue & History (Right Sidebar Panel) */
+  .box-queue {{
+    top: 10px;
+    left: 1028px;
+    width: 508px;
+    height: 598px;
+    border: 2.5px solid #D97706;
+    border-radius: 10px;
+    background: rgba(217, 119, 6, 0.03);
+    box-shadow: 0 0 22px rgba(217, 119, 6, 0.25), inset 0 0 14px rgba(217, 119, 6, 0.08);
+  }}
+
+  /* Large High-Contrast Pill Callout Tags */
+  .pill-tag {{
+    position: absolute;
+    display: inline-flex;
+    align-items: center;
+    gap: 8px;
+    padding: 7px 15px 7px 12px;
+    border-radius: 999px;
+    box-shadow: 0 6px 20px rgba(0, 0, 0, 0.4), 0 2px 5px rgba(0, 0, 0, 0.25);
+    z-index: 50;
+    pointer-events: none;
+    backdrop-filter: blur(10px);
+  }}
+
+  .badge-num {{
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    width: 22px;
+    height: 22px;
+    border-radius: 50%;
+    background: #FFFFFF;
+    font-size: 13.5px;
+    font-weight: 900;
+    line-height: 1;
+    flex-shrink: 0;
+  }}
+
+  .badge-title {{
+    font-size: 15px;
+    font-weight: 800;
+    letter-spacing: 0.2px;
+    color: #FFFFFF;
+    white-space: nowrap;
+  }}
+
+  .badge-desc {{
+    font-size: 13px;
+    font-weight: 600;
+    opacity: 0.95;
+    white-space: nowrap;
+    padding-left: 7px;
+    border-left: 1.5px solid rgba(255, 255, 255, 0.4);
+  }}
+
+  /* Theme color stylings */
+  .tag-blue {{
+    background: #1D4ED8;
+    border: 1.8px solid #93C5FD;
+  }}
+  .tag-blue .badge-num {{ color: #1D4ED8; }}
+  .tag-blue .badge-desc {{ color: #DBEAFE; }}
+
+  .tag-purple {{
+    background: #6D28D9;
+    border: 1.8px solid #C4B5FD;
+  }}
+  .tag-purple .badge-num {{ color: #6D28D9; }}
+  .tag-purple .badge-desc {{ color: #EDE9FE; }}
+
+  .tag-green {{
+    background: #047857;
+    border: 1.8px solid #6EE7B7;
+  }}
+  .tag-green .badge-num {{ color: #047857; }}
+  .tag-green .badge-desc {{ color: #D1FAE5; }}
+
+  .tag-pink {{
+    background: #BE185D;
+    border: 1.8px solid #F9A8D4;
+  }}
+  .tag-pink .badge-num {{ color: #BE185D; }}
+  .tag-pink .badge-desc {{ color: #FCE7F3; }}
+
+  .tag-amber {{
+    background: #B45309;
+    border: 1.8px solid #FCD34D;
+  }}
+  .tag-amber .badge-num {{ color: #B45309; }}
+  .tag-amber .badge-desc {{ color: #FEF3C7; }}
+
+  /* Informational Floating Guide Panel in Central Empty Area */
+  .center-features-panel {{
+    position: absolute;
+    top: 135px;
+    left: 440px;
+    width: {card3_width};
+    background: rgba(255, 255, 255, 0.96);
+    backdrop-filter: blur(16px);
+    border: 2px solid rgba(16, 185, 129, 0.45);
+    border-radius: 14px;
+    box-shadow: 0 14px 36px -4px rgba(0, 0, 0, 0.16), 0 4px 14px rgba(0, 0, 0, 0.08);
+    padding: 18px 20px;
+    display: flex;
+    flex-direction: column;
+    gap: 13px;
+    z-index: 40;
+  }}
+
+  .panel-header {{
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding-bottom: 10px;
+    border-bottom: 1.5px solid rgba(0, 0, 0, 0.08);
+  }}
+
+  .panel-title-group {{
+    display: flex;
+    align-items: center;
+    gap: 9px;
+  }}
+
+  .panel-icon {{
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    width: 28px;
+    height: 28px;
+    border-radius: 7px;
+    background: rgba(16, 185, 129, 0.18);
+    color: #047857;
+    font-size: 16px;
+  }}
+
+  .panel-title {{
+    font-size: 15.5px;
+    font-weight: 900;
+    color: #0F172A;
+    letter-spacing: -0.2px;
+  }}
+
+  .panel-tag {{
+    font-size: 11px;
+    font-weight: 800;
+    color: #047857;
+    background: rgba(16, 185, 129, 0.15);
+    padding: 3px 9px;
+    border-radius: 999px;
+    letter-spacing: 0.5px;
+  }}
+
+  .panel-items {{
+    display: flex;
+    flex-direction: column;
+    gap: 11px;
+  }}
+
+  .panel-row {{
+    display: flex;
+    align-items: flex-start;
+    gap: 9px;
+    font-size: 13.5px;
+    line-height: 1.45;
+    color: #1E293B;
+  }}
+
+  .row-dot {{
+    width: 7px;
+    height: 7px;
+    border-radius: 50%;
+    background: #059669;
+    margin-top: 6px;
+    flex-shrink: 0;
+  }}
+
+  .row-strong {{
+    font-weight: 800;
+    color: #0F172A;
+  }}
+
+  .panel-row code {{
+    background: #F1F5F9;
+    border: 1px solid #CBD5E1;
+    padding: 1px 6px;
+    border-radius: 4px;
+    font-family: 'Google Sans Mono', 'Roboto Mono', monospace;
+    font-size: 12.5px;
+    font-weight: 700;
+    color: #0F172A;
+    white-space: nowrap;
+  }}
+
+  /* Leader connection line from Step 3 to center card */
+  .leader-line {{
+    position: absolute;
+    top: 240px;
+    left: 404px;
+    width: 36px;
+    height: 2.5px;
+    background: #059669;
+    box-shadow: 0 0 6px rgba(5, 150, 105, 0.6);
+    z-index: 45;
+  }}
+</style>
+</head>
+<body>
+
+  <div class="canvas-container">
+    <!-- Original Subject Image -->
+    <img src="data:image/png;base64,{img_b64}" class="bg-screenshot" alt="Artemis Console" />
+
+    <!-- 1. Nav Switcher (Pill-shaped bounding box snugly wrapping buttons) -->
+    <div class="grounding-box box-nav"></div>
+    <div class="pill-tag tag-blue" style="{tag1_pos}">
+      <span class="badge-num">1</span>
+      <span class="badge-title">{tag1_title}</span>
+      <span class="badge-desc">{tag1_desc}</span>
+    </div>
+
+    <!-- 2. Model & Replay (Pill-shaped bounding box snugly wrapping buttons) -->
+    <div class="grounding-box box-model"></div>
+    <div class="pill-tag tag-purple" style="{tag2_pos}">
+      <span class="badge-num">2</span>
+      <span class="badge-title">{tag2_title}</span>
+      <span class="badge-desc">{tag2_desc}</span>
+    </div>
+
+    <!-- 3. Trajectory & Steps (Rectangular box with corner brackets) -->
+    <div class="grounding-box box-stream" style="border-color: #059669;">
+      <div class="corner-tl" style="border-color: #34D399;"></div>
+      <div class="corner-tr" style="border-color: #34D399;"></div>
+      <div class="corner-bl" style="border-color: #34D399;"></div>
+      <div class="corner-br" style="border-color: #34D399;"></div>
+    </div>
+    <div class="pill-tag tag-green" style="{tag3_pos}">
+      <span class="badge-num">3</span>
+      <span class="badge-title">{tag3_title}</span>
+    </div>
+
+    <!-- Floating details card in empty white space for Area 3 -->
+    <div class="leader-line"></div>
+    <div class="center-features-panel">
+      <div class="panel-header">
+        <div class="panel-title-group">
+          <div class="panel-icon">⚡</div>
+          <span class="panel-title">{card3_title}</span>
+        </div>
+        <span class="panel-tag">{card3_tag}</span>
+      </div>
+      <div class="panel-items">
+        <div class="panel-row">
+          <div class="row-dot"></div>
+          <div><span class="row-strong">{row1_title}</span>: {row1_desc}</div>
+        </div>
+        <div class="panel-row">
+          <div class="row-dot"></div>
+          <div><span class="row-strong">{row2_title}</span>: {row2_desc}</div>
+        </div>
+        <div class="panel-row">
+          <div class="row-dot"></div>
+          <div><span class="row-strong">{row3_title}</span>: {row3_desc}</div>
+        </div>
+      </div>
+    </div>
+
+    <!-- 4. Command Capsule (Pill-shaped bounding box) -->
+    <div class="grounding-box box-command"></div>
+    <div class="pill-tag tag-pink" style="{tag4_pos}">
+      <span class="badge-num">4</span>
+      <span class="badge-title">{tag4_title}</span>
+      <span class="badge-desc">{tag4_desc}</span>
+    </div>
+
+    <!-- 5. Task Queue & History (Right Panel) -->
+    <div class="grounding-box box-queue" style="border-color: #D97706;">
+      <div class="corner-tl" style="border-color: #FBBF24;"></div>
+      <div class="corner-tr" style="border-color: #FBBF24;"></div>
+      <div class="corner-bl" style="border-color: #FBBF24;"></div>
+      <div class="corner-br" style="border-color: #FBBF24;"></div>
+    </div>
+    <div class="pill-tag tag-amber" style="{tag5_pos}">
+      <span class="badge-num">5</span>
+      <span class="badge-title">{tag5_title}</span>
+      <span class="badge-desc">{tag5_desc}</span>
+    </div>
+  </div>
+
+</body>
+</html>
+"""
+
+    temp_html = f"/tmp/ui_showcase_render_{lang}.html"
+    with open(temp_html, "w", encoding="utf-8") as f:
+        f.write(html_content)
+
+    chrome_candidates = [
+        "google-chrome",
+        "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome",
+        "/Applications/Chromium.app/Contents/MacOS/Chromium",
+        "chromium",
+        "chromium-browser",
+    ]
+    chrome_bin = next(
+        (
+            c
+            for c in chrome_candidates
+            if os.path.exists(c)
+            or subprocess.run(["which", c], capture_output=True).returncode == 0
+        ),
+        "google-chrome",
+    )
+
+    cmd = [
+        chrome_bin,
+        "--headless=new",
+        "--disable-gpu",
+        "--virtual-time-budget=2000",
+        "--window-size=1545,618",
+        "--device-scale-factor=2",
+        "--hide-scrollbars",
+        f"--screenshot={output_path}",
+        f"file://{temp_html}",
+    ]
+    res = subprocess.run(cmd, capture_output=True, text=True)
+    if os.path.exists(output_path):
+        print(f"Successfully generated {output_path} ({os.path.getsize(output_path)} bytes)")
+    else:
+        print(f"Error rendering: {res.stderr}")
+
+
+if __name__ == "__main__":
+    generate_showcase("zh")
+    generate_showcase("en")
diff --git a/docs/assets/logo/logo.png b/docs/assets/logo/logo.png
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new file mode 100644
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+      <stop offset="40%" stop-color="#EA4335" stop-opacity="0.95" />
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+      <path d="M 150 60 Q 165 35 175 28" stroke="white" stroke-width="10" stroke-linecap="round" />
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new file mode 100644
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diff --git a/mcp_server/README.md b/mcp_server/README.md
new file mode 100644
index 0000000..7fb7951
--- /dev/null
+++ b/mcp_server/README.md
@@ -0,0 +1,68 @@
+# 🔌 Universal MCP Server for ARTEMIS
+
+This directory contains the universal **Model Context Protocol (MCP)** server for **ARTEMIS**, enabling seamless mobile device automation inside AI IDEs and agents like **Cursor**, **Claude Code**, **OpenClaw**, **Windsurf**, and **Jetski**.
+
+## 🏗️ Architecture
+
+```
+mcp_server/
+├── __init__.py           # Package exports (mcp, main)
+├── base.py               # Shared FastMCP instance
+├── server.py             # Server entrypoint (stdio / sse)
+├── rules.md              # AI Agent Testing Mindset & system prompt rules for IDEs
+├── background/           # Background process execution
+│   └── task_runner.py    # Subprocess runner for Artemis Agent
+├── notifiers/            # Multi-environment notification adapters
+│   ├── base.py           # BaseNotifier abstract class
+│   ├── agentapi.py       # Jetski / Antigravity AgentAPI notifier
+│   ├── webhook.py        # OpenClaw / CI / Discord / Slack webhook notifier
+│   ├── desktop.py        # Native OS toast notifier
+│   ├── file.py           # File audit logger
+│   └── composite.py      # Multi-channel notification dispatcher
+├── tools/                # Modular standard MCP tools
+│   ├── task_runner.py    # mobile_run_task
+│   ├── task_manager.py   # mobile_manage_task
+│   ├── device_state.py   # mobile_get_device_state
+│   └── inspect_trace.py  # mobile_inspect_trace
+└── utils/                # Environment, device, and trace utilities
+    ├── device_utils.py   # Cross-platform ADB and emulator resolver
+    ├── env_utils.py      # Python interpreter and process manager
+    └── trace_store.py    # Traces directory and status manager
+```
+
+## 🧠 AI Agent Behavioral Rules (`rules.md`)
+
+When connecting ARTEMIS to AI coding assistants like **Claude Code**, **Cursor**, or **Windsurf**, providing the assistant with domain-specific testing discipline is critical for generating reliable test code.
+
+The included [`rules.md`](./rules.md) file contains the **Mobile Testing Mindset (ARTEMIS Integration)** guideline. It teaches the AI agent how to properly collaborate with ARTEMIS:
+
+1. **The Runnable Code Principle & Active Exploration**: Instructs the AI to never guess or hallucinate UI transitions. Instead, it must first explore the live app via ARTEMIS MCP tools (`mobile_run_task`, etc.) to discover and verify real-world interaction paths before writing test scripts.
+2. **Flash vs. Pro Routing Strategy**: Guides the AI to choose **Flash** for rapid, straightforward UI actions (< 30 steps) and **Pro** for complex multi-agent planning, polling loops, or video/log diagnosis.
+3. **Latency & Timing Compensation**: Clarifies the difference between AI exploratory latency (e.g., model decision intervals) and the deterministic timing requirements of final test code.
+4. **"Dynamic-First, Coordinate-Fallback" Locator Pattern**: Teaches the AI to prioritize dynamic UI locators (Resource IDs, OCR text, semantics) for layout resilience, while implementing absolute coordinate fallbacks for maximum execution reliability.
+
+### How to Apply `rules.md` in Your IDE
+* **Claude Code**: Copy or include the contents of `rules.md` in your project's `CLAUDE.md` file (or reference it directly in your instructions).
+* **Cursor**: Copy the contents of `rules.md` into your `.cursorrules` or create a new rule file in `.cursor/rules/artemis.mdc`.
+* **Windsurf / OpenClaw**: Add the rules to your global/workspace rules or agent system prompts so the assistant always follows verified mobile testing principles.
+
+## 🛠️ MCP Tools Overview
+
+* **`mobile_run_task`**: Asynchronously launches an autonomous mobile automation task (`Flash` or `Pro` model).
+* **`mobile_manage_task`**: Manages task lifecycle (`status`, `stop`, `inject_instruction`).
+* **`mobile_get_device_state`**: Real-time observer (`screenshot` or OCR+XML `hierarchy`).
+* **`mobile_inspect_trace`**: Granular trace inspection, visual action overlays, and agent reasoning.
+
+## 🚀 How to Run & Configure
+
+### CLI Execution
+```bash
+# Start server over stdio
+python -m mcp_server
+
+# Or via Artemis CLI
+artemis mcp
+```
+
+### IDE Configuration
+Run `artemis mcp --generate-config all` to generate ready-to-use configuration JSON for Cursor, Claude Code, OpenClaw, and Windsurf.
diff --git a/mcp_server/__init__.py b/mcp_server/__init__.py
new file mode 100644
index 0000000..8d3d542
--- /dev/null
+++ b/mcp_server/__init__.py
@@ -0,0 +1,20 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Universal Model Context Protocol (MCP) Server for ARTEMIS."""
+
+from mcp_server.base import mcp
+from mcp_server.server import main
+
+__all__ = ["mcp", "main"]
diff --git a/mcp_server/__main__.py b/mcp_server/__main__.py
new file mode 100644
index 0000000..e21ee80
--- /dev/null
+++ b/mcp_server/__main__.py
@@ -0,0 +1,20 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Direct execution entrypoint for mcp_server."""
+
+from mcp_server.server import main
+
+if __name__ == "__main__":
+    main()
diff --git a/mcp_server/background/__init__.py b/mcp_server/background/__init__.py
new file mode 100644
index 0000000..bad7879
--- /dev/null
+++ b/mcp_server/background/__init__.py
@@ -0,0 +1,15 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""MCP Background execution package."""
diff --git a/mcp_server/background/task_runner.py b/mcp_server/background/task_runner.py
new file mode 100644
index 0000000..bbc5f95
--- /dev/null
+++ b/mcp_server/background/task_runner.py
@@ -0,0 +1,321 @@
+#!/usr/bin/env python3
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Background execution runner for MCP autonomous mobile automation tasks."""
+
+import argparse
+import asyncio
+import json
+import logging
+import os
+import sys
+import traceback
+
+from dotenv import load_dotenv
+
+PROJECT_ROOT = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+if PROJECT_ROOT not in sys.path:
+    sys.path.insert(0, PROJECT_ROOT)
+
+try:
+    from artemis.config.paths import get_app_dir
+
+    app_dir = str(get_app_dir())
+    global_env = os.path.join(app_dir, ".env")
+    if os.path.exists(global_env):
+        load_dotenv(global_env)
+    else:
+        load_dotenv(os.path.join(PROJECT_ROOT, ".env"))
+except Exception:
+    load_dotenv(os.path.join(PROJECT_ROOT, ".env"))
+
+from mcp_server.notifiers import notify
+from mcp_server.utils import device_utils, trace_store
+
+
+def resolve_profile_file() -> str | None:
+    """Resolves the LLM configuration profile across multiple locations."""
+    candidates = []
+    artemis_config_dir = os.getenv("ARTEMIS_CONFIG_DIR")
+    if artemis_config_dir:
+        candidates.extend(
+            [
+                os.path.join(artemis_config_dir, "llm-config.override.jsonc"),
+                os.path.join(artemis_config_dir, "llm-config.json"),
+            ]
+        )
+    try:
+        from artemis.config.paths import get_app_dir
+
+        app_dir = str(get_app_dir())
+        candidates.extend(
+            [
+                os.path.join(app_dir, "llm-config.override.jsonc"),
+                os.path.join(app_dir, "llm-config.json"),
+            ]
+        )
+    except Exception:
+        pass
+
+    candidates.extend(
+        [
+            os.path.join(PROJECT_ROOT, "llm-config.override.jsonc"),
+            os.path.join(PROJECT_ROOT, "llm-config.json"),
+            os.path.join(PROJECT_ROOT, "config", "llm-config.json"),
+        ]
+    )
+
+    for cand in candidates:
+        if os.path.exists(cand):
+            return cand
+    return None
+
+
+async def run_task(
+    trace_id: str,
+    task_desc: str,
+    model: str,
+    conversation_id: str,
+    locked_app_package: str | None = None,
+    app_path: str | None = None,
+    expected_output_desc: str | None = None,
+):
+    """Executes the mobile automation agent task and logs all actions/results."""
+    trace_dir = trace_store.get_trace_dir(trace_id)
+    os.makedirs(trace_dir, exist_ok=True)
+    stdout_log_path = os.path.join(trace_dir, "stdout.log")
+    stderr_log_path = os.path.join(trace_dir, "stderr.log")
+
+    original_stdout = sys.stdout
+    original_stderr = sys.stderr
+
+    log_file_out = open(stdout_log_path, "w", buffering=1, encoding="utf-8")
+    log_file_err = open(stderr_log_path, "w", buffering=1, encoding="utf-8")
+
+    sys.stdout = log_file_out
+    sys.stderr = log_file_err
+
+    logging.basicConfig(level=logging.INFO, force=True)
+    logging.getLogger("absl").setLevel(logging.WARNING)
+    logging.getLogger("artemis").setLevel(logging.INFO)
+
+    print(f"Starting task execution for Trace ID: {trace_id}")
+    print(f"Goal: {task_desc}")
+    print(f"Model: {model}")
+    print(f"Conversation ID: {conversation_id}")
+    print("--------------------------------------------------")
+
+    agent = None
+    adb_path = device_utils.resolve_adb_path()
+
+    try:
+        from artemis.sdk import Agent
+        from artemis.sdk.builders import Builders
+        from artemis.sdk.types import AgentProfile
+
+        connected_devices = device_utils.get_connected_devices(adb_path)
+
+        if connected_devices:
+            print(
+                f"✅ Detected active connected device(s): {connected_devices}. "
+                f"Using the first available device: '{connected_devices[0]}'."
+            )
+        else:
+            print("❌ No active connected devices detected. Booting emulator...")
+            if not device_utils.ensure_emulator(adb_path=adb_path):
+                raise RuntimeError("Failed to start or connect to the Android emulator.")
+
+        print("Initializing Artemis Agent...")
+        from artemis.config import initialize_llm_config, settings
+
+        profile_file = resolve_profile_file()
+        if profile_file:
+            profile = AgentProfile(name="default", from_file=profile_file)
+        else:
+            profile = AgentProfile(name="default", llm_config=initialize_llm_config())
+
+        config_builder = Builders.AgentConfig.with_default_profile(profile)
+        if settings.ADB_HOST:
+            config_builder.with_adb_server(host=settings.ADB_HOST, port=settings.ADB_PORT)
+
+        config = config_builder.build()
+
+        agent = Agent(config=config)
+        await agent.init(
+            retry_count=int(os.getenv("ARTEMIS_HEALTH_RETRIES", 5)),
+            retry_wait_seconds=int(os.getenv("ARTEMIS_HEALTH_DELAY", 2)),
+        )
+
+        print("Running task on agent...")
+        task_builder = (
+            agent.new_task(goal=task_desc)
+            .with_name(f"task_{trace_id}")
+            .with_trace_recording(enabled=True, path=trace_store.TRACES_DIR)
+        )
+        if locked_app_package:
+            task_builder.with_locked_app_package(package_name=locked_app_package)
+        if app_path:
+            task_builder.with_app_path(app_path=app_path)
+        if expected_output_desc:
+            task_builder.with_output_description(description=expected_output_desc)
+        if model.lower() == "flash":
+            task_builder.using_profile("flash")
+
+        result = await agent.run_task(request=task_builder.build())
+        print(f"Task completed. Result: {result}")
+
+        if isinstance(result, dict) and "status" in result and result.get("status") != "completed":
+            error_explanation = result.get("explanation", "Task execution returned failed status.")
+            print(f"Task finished with non-completed status: {error_explanation}", file=sys.stderr)
+            trace_store.update_trace_status(
+                trace_id, "failed", error=error_explanation, result=result
+            )
+
+            formatted_result = json.dumps(result, indent=2, ensure_ascii=False)
+            failure_msg = (
+                f"Artemis background task finished with non-completed status.\n\n"
+                f"Trace ID: {trace_id}\n"
+                f"Goal: {task_desc}\n"
+                f"Explanation: {error_explanation}\n\n"
+                f"Result:\n```json\n{formatted_result}\n```\n\n"
+                f'Check the logs using mobile_inspect_trace(action="view_summary", trace_id="{trace_id}") '
+                f"or inspect stderr log: [stderr.log](file://{stderr_log_path})."
+            )
+            notify(
+                conversation_id=conversation_id,
+                message=failure_msg,
+                title="Artemis Task Incomplete",
+                event_type="failed",
+                payload={"trace_id": trace_id, "goal": task_desc, "result": result},
+            )
+            return
+
+        if not result:
+            if model.lower() == "flash":
+                result = "Task executed successfully."
+            else:
+                result = (
+                    "Task executed successfully. You can check the notes under "
+                    "notes_dir to view more details."
+                )
+
+        trace_store.update_trace_status(trace_id, "completed", result=result)
+
+        if isinstance(result, dict):
+            formatted_result = json.dumps(result, indent=2, ensure_ascii=False)
+            result_str = f"Result:\n```json\n{formatted_result}\n```\n"
+        else:
+            formatted_result = str(result)
+            result_str = f"Result: {formatted_result}\n"
+
+        success_msg = (
+            "Artemis background task completed successfully.\n\n"
+            f"Trace ID: {trace_id}\n"
+            f"Goal: {task_desc}\n"
+            f"{result_str}"
+        )
+        notify(
+            conversation_id=conversation_id,
+            message=success_msg,
+            title="Artemis Task Completed",
+            event_type="completed",
+            payload={"trace_id": trace_id, "goal": task_desc, "result": result},
+        )
+
+    except asyncio.CancelledError:
+        print("Task was cancelled (asyncio.CancelledError)", file=sys.stderr)
+        trace_store.update_trace_status(trace_id, "cancelled", error="Task was cancelled")
+        cancel_msg = (
+            f"Artemis background task was cancelled.\n\nTrace ID: {trace_id}\nGoal: {task_desc}\n"
+        )
+        notify(
+            conversation_id=conversation_id,
+            message=cancel_msg,
+            title="Artemis Task Cancelled",
+            event_type="cancelled",
+            payload={"trace_id": trace_id, "goal": task_desc},
+        )
+        raise
+
+    except Exception as e:
+        error_type = type(e).__name__
+        raw_error_msg = str(e)
+        tb_str = traceback.format_exc()
+        print(
+            f"CRITICAL ERROR during task execution: {error_type}: {raw_error_msg}\n{tb_str}",
+            file=sys.stderr,
+        )
+
+        exc_type, exc_obj, tb = sys.exc_info()
+        while tb and tb.tb_next:
+            tb = tb.tb_next
+        frame_summary = f" (at {tb.tb_frame.f_code.co_name}:{tb.tb_lineno})" if tb else ""
+        full_error_desc = f"{error_type}: {raw_error_msg}{frame_summary}"
+
+        trace_store.update_trace_status(trace_id, "failed", error=full_error_desc)
+
+        failure_msg = (
+            f"Artemis background task failed.\n\n"
+            f"Trace ID: {trace_id}\n"
+            f"Goal: {task_desc}\n"
+            f"Error: {full_error_desc}\n\n"
+            f'Check the logs using mobile_inspect_trace(action="view_summary", trace_id="{trace_id}") '
+            f"or inspect stderr log: [stderr.log](file://{stderr_log_path})."
+        )
+        notify(
+            conversation_id=conversation_id,
+            message=failure_msg,
+            title="Artemis Task Failed",
+            event_type="failed",
+            payload={"trace_id": trace_id, "goal": task_desc, "error": full_error_desc},
+        )
+
+    finally:
+        print("Cleaning up resources...")
+        if agent:
+            try:
+                await agent.clean()
+            except Exception as e:
+                print(f"Error cleaning agent: {e}", file=sys.stderr)
+
+        sys.stdout = original_stdout
+        sys.stderr = original_stderr
+        log_file_out.close()
+        log_file_err.close()
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description="Artemis Background Task Runner")
+    parser.add_argument("--trace-id", required=True, help="Unique trace identifier")
+    parser.add_argument("--task-desc", required=True, help="Description of the task to run")
+    parser.add_argument("--model", required=True, help="Model to use ('Flash' or 'Pro')")
+    parser.add_argument("--conversation-id", required=True, help="Active conversation ID")
+    parser.add_argument("--locked-app-package", help="Package name of app to lock execution to")
+    parser.add_argument("--app-path", help="Path to local APK to install before running task")
+    parser.add_argument("--expected-output-desc", help="Expected output description")
+
+    args = parser.parse_args()
+
+    asyncio.run(
+        run_task(
+            trace_id=args.trace_id,
+            task_desc=args.task_desc,
+            model=args.model,
+            conversation_id=args.conversation_id,
+            locked_app_package=args.locked_app_package,
+            app_path=args.app_path,
+            expected_output_desc=args.expected_output_desc,
+        )
+    )
diff --git a/mcp_server/base.py b/mcp_server/base.py
new file mode 100644
index 0000000..1c60ae0
--- /dev/null
+++ b/mcp_server/base.py
@@ -0,0 +1,29 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Shared FastMCP instance definition for the mobile automation MCP server."""
+
+from mcp.server.fastmcp import FastMCP
+
+# Define the shared FastMCP instance for external IDE and agent clients.
+mcp = FastMCP(
+    "artemis",
+    instructions=(
+        "ARTEMIS is an autonomous mobile AI agent and Android UI automation engine. "
+        "Use mobile_run_task to launch autonomous UI workflows on connected Android devices or emulators, "
+        "mobile_manage_task to check status or steer execution, "
+        "mobile_get_device_state to inspect real-time device screen/hierarchy, "
+        "and mobile_inspect_trace to inspect detailed execution steps and visual action overlays."
+    ),
+)
diff --git a/mcp_server/notifiers/__init__.py b/mcp_server/notifiers/__init__.py
new file mode 100644
index 0000000..75626e1
--- /dev/null
+++ b/mcp_server/notifiers/__init__.py
@@ -0,0 +1,66 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Universal MCP Multi-Environment Notification System."""
+
+from typing import Any, Dict, Optional
+
+from mcp_server.notifiers.agentapi import AgentApiNotifier
+from mcp_server.notifiers.base import BaseNotifier
+from mcp_server.notifiers.composite import CompositeNotifier
+from mcp_server.notifiers.desktop import DesktopNotifier
+from mcp_server.notifiers.file import FileNotifier
+from mcp_server.notifiers.webhook import WebhookNotifier
+
+_default_notifier = CompositeNotifier()
+
+
+def get_default_notifier() -> CompositeNotifier:
+    """Returns the global default composite notifier instance."""
+    return _default_notifier
+
+
+def notify(
+    conversation_id: str,
+    message: str,
+    title: str | None = None,
+    event_type: str = "completed",
+    payload: dict[str, Any] | None = None,
+) -> bool:
+    """Dispatches a notification across all available channels (AgentAPI, Webhook, Desktop, File)."""
+    return _default_notifier.notify(
+        conversation_id=conversation_id,
+        message=message,
+        title=title,
+        event_type=event_type,
+        payload=payload,
+    )
+
+
+def notify_jetski(conversation_id: str, message: str) -> bool:
+    """Backward-compatible alias for notify()."""
+    return notify(conversation_id=conversation_id, message=message, event_type="completed")
+
+
+__all__ = [
+    "BaseNotifier",
+    "AgentApiNotifier",
+    "WebhookNotifier",
+    "DesktopNotifier",
+    "FileNotifier",
+    "CompositeNotifier",
+    "get_default_notifier",
+    "notify",
+    "notify_jetski",
+]
diff --git a/mcp_server/notifiers/agentapi.py b/mcp_server/notifiers/agentapi.py
new file mode 100644
index 0000000..94afef8
--- /dev/null
+++ b/mcp_server/notifiers/agentapi.py
@@ -0,0 +1,170 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""AgentAPI Notifier for Jetski / Antigravity environments."""
+
+import json
+import logging
+import os
+import shutil
+import subprocess
+from typing import Any
+
+from mcp_server.notifiers.base import BaseNotifier
+
+logger = logging.getLogger("mcp_server.notifiers.agentapi")
+
+
+class AgentApiNotifier(BaseNotifier):
+    """Notifier implementation for environments supporting the agentapi CLI (e.g. Jetski / Antigravity)."""
+
+    @property
+    def name(self) -> str:
+        return "agentapi"
+
+    def _find_agentapi_path(self) -> str | None:
+        """Locates the agentapi executable."""
+        which_path = shutil.which("agentapi")
+        if which_path:
+            return which_path
+
+        candidates = [
+            os.path.expanduser("~/.gemini/jetski/bin/agentapi"),
+            os.path.expanduser("~/.artemis/bin/agentapi"),
+            os.path.expanduser("~/bin/agentapi"),
+            "/usr/local/bin/agentapi",
+        ]
+        for cand in candidates:
+            if os.path.exists(cand) and os.access(cand, os.X_OK):
+                return cand
+        return None
+
+    def is_available(self) -> bool:
+        """Returns True if agentapi binary exists or LS address is detected."""
+        if self._find_agentapi_path():
+            return True
+        if "ANTIGRAVITY_LS_ADDRESS" in os.environ:
+            return True
+        return False
+
+    def _load_shared_env(self, force_proc_scan: bool = False) -> None:
+        """Recovers and loads ANTIGRAVITY_LS_ADDRESS and ANTIGRAVITY_CSRF_TOKEN."""
+        if not force_proc_scan:
+            try:
+                shared_candidates = [
+                    os.path.expanduser("~/.gemini/jetski/.jetski_env"),
+                    os.path.expanduser("~/.artemis/.artemis_env"),
+                ]
+                # Project root fallback
+                parent_dir = os.path.dirname(
+                    os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+                )
+                shared_candidates.append(os.path.join(parent_dir, ".jetski_env"))
+
+                for shared_file in shared_candidates:
+                    if os.path.exists(shared_file):
+                        with open(shared_file, encoding="utf-8") as f:
+                            env_data = json.load(f)
+                        for key, val in env_data.items():
+                            if val:
+                                os.environ[key] = val
+                                logger.debug(f"[EnvRecovery] Loaded {key} from {shared_file}.")
+                        return
+            except Exception as e:
+                logger.debug(f"[EnvRecovery] Error reading shared env file: {e}")
+
+        # Fallback to psutil process scan
+        logger.debug("[EnvRecovery] Scanning process table for active agent session...")
+        found_addr = None
+        found_token = None
+
+        try:
+            import psutil
+
+            for proc in psutil.process_iter(["environ"]):
+                try:
+                    env = proc.info.get("environ")
+                    if env and "ANTIGRAVITY_LS_ADDRESS" in env and "ANTIGRAVITY_CSRF_TOKEN" in env:
+                        found_addr = env["ANTIGRAVITY_LS_ADDRESS"]
+                        found_token = env["ANTIGRAVITY_CSRF_TOKEN"]
+                        break
+                except (psutil.AccessDenied, psutil.NoSuchProcess):
+                    continue
+        except ImportError:
+            # Fallback on Linux /proc
+            import glob
+
+            for env_path in glob.glob("/proc/[0-9]*/environ"):
+                try:
+                    with open(env_path, "rb") as f:
+                        content = f.read()
+                    env_vars = content.split(b"\x00")
+                    local_addr = None
+                    local_token = None
+                    for var in env_vars:
+                        if var.startswith(b"ANTIGRAVITY_LS_ADDRESS="):
+                            local_addr = var.split(b"=", 1)[1].decode("utf-8", errors="ignore")
+                        elif var.startswith(b"ANTIGRAVITY_CSRF_TOKEN="):
+                            local_token = var.split(b"=", 1)[1].decode("utf-8", errors="ignore")
+                    if local_addr and local_token:
+                        found_addr = local_addr
+                        found_token = local_token
+                        break
+                except Exception:
+                    pass
+
+        if found_addr and found_token:
+            os.environ["ANTIGRAVITY_LS_ADDRESS"] = found_addr
+            os.environ["ANTIGRAVITY_CSRF_TOKEN"] = found_token
+            logger.debug(f"[EnvRecovery] Recovered session from process. Address: {found_addr}")
+
+    def notify(
+        self,
+        conversation_id: str,
+        message: str,
+        title: str | None = None,
+        event_type: str = "completed",
+        payload: dict[str, Any] | None = None,
+    ) -> bool:
+        """Dispatches a notification via the agentapi send-message command."""
+        if not conversation_id or conversation_id.lower() in ("default", "none", ""):
+            return False
+
+        agentapi_path = self._find_agentapi_path()
+        if not agentapi_path:
+            return False
+
+        if "ANTIGRAVITY_LS_ADDRESS" not in os.environ or "ANTIGRAVITY_CSRF_TOKEN" not in os.environ:
+            self._load_shared_env()
+
+        cmd = [agentapi_path, "send-message"]
+        if title:
+            cmd.extend(["--title", title])
+        cmd.extend([conversation_id, message])
+
+        try:
+            subprocess.run(cmd, capture_output=True, text=True, check=True, timeout=10)
+            logger.info("AgentAPI notification sent successfully.")
+            return True
+        except (subprocess.CalledProcessError, FileNotFoundError, Exception):
+            try:
+                self._load_shared_env(force_proc_scan=True)
+                if "ANTIGRAVITY_LS_ADDRESS" in os.environ:
+                    subprocess.run(cmd, capture_output=True, text=True, check=True, timeout=10)
+                    logger.info("AgentAPI notification sent successfully on retry.")
+                    return True
+            except Exception as retry_err:
+                logger.debug(f"AgentAPI notification retry failed: {retry_err}")
+                return False
+        return False
diff --git a/mcp_server/notifiers/base.py b/mcp_server/notifiers/base.py
new file mode 100644
index 0000000..4824e02
--- /dev/null
+++ b/mcp_server/notifiers/base.py
@@ -0,0 +1,45 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Base interface for MCP notification adapters."""
+
+from abc import ABC, abstractmethod
+from typing import Any
+
+
+class BaseNotifier(ABC):
+    """Abstract base class for environment notification providers."""
+
+    @property
+    @abstractmethod
+    def name(self) -> str:
+        """Name of the notifier adapter."""
+        pass
+
+    @abstractmethod
+    def is_available(self) -> bool:
+        """Checks if the notifier is configured and available in the current runtime environment."""
+        pass
+
+    @abstractmethod
+    def notify(
+        self,
+        conversation_id: str,
+        message: str,
+        title: str | None = None,
+        event_type: str = "completed",
+        payload: dict[str, Any] | None = None,
+    ) -> bool:
+        """Sends a notification to the target conversation / client."""
+        pass
diff --git a/mcp_server/notifiers/composite.py b/mcp_server/notifiers/composite.py
new file mode 100644
index 0000000..7c8f63a
--- /dev/null
+++ b/mcp_server/notifiers/composite.py
@@ -0,0 +1,78 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Composite Notifier coordinating multi-channel notifications."""
+
+import logging
+from typing import Any
+
+from mcp_server.notifiers.agentapi import AgentApiNotifier
+from mcp_server.notifiers.base import BaseNotifier
+from mcp_server.notifiers.desktop import DesktopNotifier
+from mcp_server.notifiers.file import FileNotifier
+from mcp_server.notifiers.webhook import WebhookNotifier
+
+logger = logging.getLogger("mcp_server.notifiers.composite")
+
+
+class CompositeNotifier(BaseNotifier):
+    """Aggregates multiple notifiers and broadcasts events across all available channels."""
+
+    def __init__(self, notifiers: list[BaseNotifier] | None = None):
+        if notifiers is not None:
+            self._notifiers = notifiers
+        else:
+            self._notifiers = [
+                FileNotifier(),
+                AgentApiNotifier(),
+                WebhookNotifier(),
+                DesktopNotifier(),
+            ]
+
+    @property
+    def name(self) -> str:
+        return "composite"
+
+    def is_available(self) -> bool:
+        return any(n.is_available() for n in self._notifiers)
+
+    def register_notifier(self, notifier: BaseNotifier) -> None:
+        """Registers an additional custom notifier."""
+        self._notifiers.append(notifier)
+
+    def notify(
+        self,
+        conversation_id: str,
+        message: str,
+        title: str | None = None,
+        event_type: str = "completed",
+        payload: dict[str, Any] | None = None,
+    ) -> bool:
+        any_success = False
+        for notifier in self._notifiers:
+            if notifier.is_available():
+                try:
+                    success = notifier.notify(
+                        conversation_id=conversation_id,
+                        message=message,
+                        title=title,
+                        event_type=event_type,
+                        payload=payload,
+                    )
+                    if success:
+                        any_success = True
+                except Exception as e:
+                    logger.debug(f"Notifier '{notifier.name}' encountered error: {e}")
+
+        return any_success
diff --git a/mcp_server/notifiers/desktop.py b/mcp_server/notifiers/desktop.py
new file mode 100644
index 0000000..02b6687
--- /dev/null
+++ b/mcp_server/notifiers/desktop.py
@@ -0,0 +1,92 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Desktop Toast / OS notification adapter."""
+
+import logging
+import os
+import shutil
+import subprocess
+import sys
+from typing import Any
+
+from mcp_server.notifiers.base import BaseNotifier
+
+logger = logging.getLogger("mcp_server.notifiers.desktop")
+
+
+class DesktopNotifier(BaseNotifier):
+    """Notifier that displays native desktop notifications when explicitly enabled."""
+
+    @property
+    def name(self) -> str:
+        return "desktop"
+
+    def is_available(self) -> bool:
+        return os.getenv("ARTEMIS_DESKTOP_NOTIFY", "").lower() in ("1", "true", "yes")
+
+    def notify(
+        self,
+        conversation_id: str,
+        message: str,
+        title: str | None = None,
+        event_type: str = "completed",
+        payload: dict[str, Any] | None = None,
+    ) -> bool:
+        if not self.is_available():
+            return False
+
+        header = title or f"☕ Artemis Task {event_type.capitalize()}"
+        clean_body = message.split("\n\n")[0][:120]
+
+        try:
+            if sys.platform == "linux":
+                if shutil.which("notify-send"):
+                    subprocess.run(
+                        ["notify-send", header, clean_body],
+                        stdout=subprocess.DEVNULL,
+                        stderr=subprocess.DEVNULL,
+                        timeout=3,
+                    )
+                    return True
+            elif sys.platform == "darwin":
+                if shutil.which("osascript"):
+                    script = f'display notification "{clean_body}" with title "{header}"'
+                    subprocess.run(
+                        ["osascript", "-e", script],
+                        stdout=subprocess.DEVNULL,
+                        stderr=subprocess.DEVNULL,
+                        timeout=3,
+                    )
+                    return True
+            elif sys.platform == "win32":
+                ps_cmd = (
+                    f"[Windows.UI.Notifications.ToastNotificationManager, Windows.UI.Notifications, ContentType = WindowsRuntime] > $null; "
+                    f"$template = [Windows.UI.Notifications.ToastNotificationManager]::GetTemplateContent([Windows.UI.Notifications.ToastTemplateType]::ToastText02); "
+                    f'$textNodes = $template.GetElementsByTagName("text"); '
+                    f'$textNodes.Item(0).AppendChild($template.CreateTextNode("{header}")) > $null; '
+                    f'$textNodes.Item(1).AppendChild($template.CreateTextNode("{clean_body}")) > $null; '
+                    f"$toast = [Windows.UI.Notifications.ToastNotification]::new($template); "
+                    f'[Windows.UI.Notifications.ToastNotificationManager]::CreateToastNotifier("Artemis").Show($toast);'
+                )
+                subprocess.run(
+                    ["powershell", "-NoProfile", "-Command", ps_cmd],
+                    stdout=subprocess.DEVNULL,
+                    stderr=subprocess.DEVNULL,
+                    timeout=5,
+                )
+                return True
+        except Exception as e:
+            logger.debug(f"Desktop notification failed: {e}")
+        return False
diff --git a/mcp_server/notifiers/file.py b/mcp_server/notifiers/file.py
new file mode 100644
index 0000000..3dd8078
--- /dev/null
+++ b/mcp_server/notifiers/file.py
@@ -0,0 +1,69 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""File-based notification recorder."""
+
+import json
+import logging
+import os
+import time
+from typing import Any
+
+from mcp_server.notifiers.base import BaseNotifier
+from mcp_server.utils import trace_store
+
+logger = logging.getLogger("mcp_server.notifiers.file")
+
+
+class FileNotifier(BaseNotifier):
+    """Notifier that records all notification events directly to the trace directory."""
+
+    @property
+    def name(self) -> str:
+        return "file"
+
+    def is_available(self) -> bool:
+        return True
+
+    def notify(
+        self,
+        conversation_id: str,
+        message: str,
+        title: str | None = None,
+        event_type: str = "completed",
+        payload: dict[str, Any] | None = None,
+    ) -> bool:
+        trace_id = (payload or {}).get("trace_id")
+        if not trace_id:
+            return False
+
+        try:
+            trace_dir = trace_store.get_trace_dir(trace_id)
+            os.makedirs(trace_dir, exist_ok=True)
+            log_file = os.path.join(trace_dir, "notifications.jsonl")
+
+            entry = {
+                "timestamp": time.time(),
+                "event_type": event_type,
+                "title": title,
+                "conversation_id": conversation_id,
+                "message": message,
+                "payload": payload or {},
+            }
+            with open(log_file, "a", encoding="utf-8") as f:
+                f.write(json.dumps(entry, ensure_ascii=False) + "\n")
+            return True
+        except Exception as e:
+            logger.debug(f"File notification record failed: {e}")
+            return False
diff --git a/mcp_server/notifiers/webhook.py b/mcp_server/notifiers/webhook.py
new file mode 100644
index 0000000..4ee77d0
--- /dev/null
+++ b/mcp_server/notifiers/webhook.py
@@ -0,0 +1,87 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Webhook Notifier for OpenClaw, CI pipelines, and external gateways."""
+
+import json
+import logging
+import os
+import time
+from typing import Any
+import urllib.request
+
+from mcp_server.notifiers.base import BaseNotifier
+
+logger = logging.getLogger("mcp_server.notifiers.webhook")
+
+
+class WebhookNotifier(BaseNotifier):
+    """Notifier that posts execution events to HTTP/HTTPS webhooks (e.g. OpenClaw / CI / Slack)."""
+
+    ENV_VARS = [
+        "OPENCLAW_WEBHOOK_URL",
+        "MCP_NOTIFICATION_WEBHOOK",
+        "ARTEMIS_WEBHOOK_URL",
+    ]
+
+    @property
+    def name(self) -> str:
+        return "webhook"
+
+    def _get_webhook_url(self) -> str | None:
+        for var in self.ENV_VARS:
+            val = os.getenv(var)
+            if val and val.startswith(("http://", "https://")):
+                return val
+        return None
+
+    def is_available(self) -> bool:
+        return self._get_webhook_url() is not None
+
+    def notify(
+        self,
+        conversation_id: str,
+        message: str,
+        title: str | None = None,
+        event_type: str = "completed",
+        payload: dict[str, Any] | None = None,
+    ) -> bool:
+        url = self._get_webhook_url()
+        if not url:
+            return False
+
+        data = {
+            "event": event_type,
+            "title": title or f"Artemis Task {event_type.capitalize()}",
+            "conversation_id": conversation_id,
+            "message": message,
+            "timestamp": time.time(),
+            "payload": payload or {},
+        }
+
+        try:
+            req_data = json.dumps(data).encode("utf-8")
+            req = urllib.request.Request(
+                url,
+                data=req_data,
+                headers={"Content-Type": "application/json", "User-Agent": "Artemis-MCP/3.0"},
+                method="POST",
+            )
+            with urllib.request.urlopen(req, timeout=5) as response:
+                if response.status in (200, 201, 202, 204):
+                    logger.info(f"Webhook notification delivered to {url}.")
+                    return True
+        except Exception as e:
+            logger.warning(f"Failed to deliver webhook notification to {url}: {e}")
+        return False
diff --git a/mcp_server/rules.md b/mcp_server/rules.md
new file mode 100644
index 0000000..018ec44
--- /dev/null
+++ b/mcp_server/rules.md
@@ -0,0 +1,48 @@
+# Mobile Testing Mindset (ARTEMIS Integration)
+
+As a senior test engineer, you must ensure that all test code you write is **fully executable, stable, and exceptionally robust**. You must never guess or assume how an interaction behaves on a mobile device, no matter how simple the task may seem. Instead, you must leverage **ARTEMIS**, a powerful mobile UI automation framework, to discover and verify the exact execution flow, and author your test scripts based strictly on these concrete, verified steps. Furthermore, if you need to investigate or research specific software or hardware behaviors, you should utilize ARTEMIS to perform active explorations on the device, whether by mimicking human interactions or executing precise ADB commands.
+
+### 1. The Runnable Code Principle & ARTEMIS Exploration
+- **When tasked with authoring tests**, your primary goal is to deliver **runnable, production-grade test code**.
+- Before writing any test code, you must use the ARTEMIS MCP tools to interactively run and explore the target application. This allows you to discover the exact sequence of UI states, transitions, and required interactions.
+- Analyze the user's target testing framework to exploit its native capabilities and maximize test stability.
+- **Timing & Latency Management (Exploration vs. Execution)**:
+  - **Precise Timing in Final Code**: While ARTEMIS's AI exploration inherently involves model latency and is not strictly time-precise, you must bridge this gap in your final deliverables. Use ARTEMIS to discover and verify the interaction path, then implement exact, deterministic timing and wait conditions (`sleep`, explicit/implicit waits) in your authored test scripts, as local test execution runs without LLM overhead.
+  - **Compensating for Model Latency During Exploration**: When delegating exploratory tasks to ARTEMIS that involve waiting periods (e.g., waiting 30 seconds for a page load or timer), adjust the requested wait duration in your task description based on the selected model's natural step interval:
+    - **Flash Model**: The average processing interval between steps is roughly **5 seconds**. For a required 30-second delay, instruct the agent to wait for approximately **25 seconds**.
+    - **Pro Model**: The processing interval between turns is typically **~30 seconds** (due to multi-agent planning and verification). The natural pipeline delay often covers the required waiting time without adding long explicit delay commands.
+  - **Pragmatic Timing Judgment**: When a user request mentions performing an action for a specific duration (e.g., "stay on this screen for 2 minutes"), evaluate whether exact timing is functionally critical. Often, these durations are rough guidelines rather than strict test constraints—exercise flexibility and pragmatic engineering judgment to achieve the verification goal efficiently.
+
+
+### 2. ARTEMIS Closed-Loop Architecture Mastery
+Deeply understand and select between ARTEMIS's dual execution models (**ARTEMIS Flash** and **ARTEMIS Pro**) based on the task scenario, and master their corresponding workflows:
+
+- **ARTEMIS Flash (Fast / Reactive Model)**:
+  - **Applicable Scenarios**: Designed for simple, highly deterministic, short-to-medium range (typically `< 30-35` steps) lightweight UI operations or direct automation workflows.
+  - **Execution Mechanism (Reactive Loop)**: Does not enter the complex LangGraph multi-node graph orchestration, and has no independent Planner, Validator, or Summarizer nodes. Instead, `FlashRunner` directly receives the user's goal, the latest structural layout (XML), and the real-time screenshot, rapidly performing "Observe-Think-Act" via a single LLM, calling action tools until finally reporting the task status.
+
+- **ARTEMIS Pro (Deep / Multi-Agent Graph-Driven Closed-Loop Model)**:
+  - **Applicable Scenarios**: Designed for long-range, highly complex, dynamic multi-branch tasks, or tasks requiring deep system diagnostics, asynchronous validation, and self-healing exploratory retries.
+  - **Execution Mechanism (Plan-Execute-Analyze-Summarize Closed-Loop)**:
+    - **Planner**: Deconstructs complex, high-level testing goals into a structured, step-by-step execution plan.
+    - **Operator**: Consumes the plan, analyzes the current screen state (via screenshots and XML layout trees), and executes precise device interactions.
+    - **Safety Net & Self-Healing (Failure Analyzer)**: Every action is vetted by an execution safety net. If an action fails or is blocked, the **Failure Analyzer** is triggered to run local step-by-step recovery sequences, achieving autonomous self-healing. This loop continues iteratively until the task terminates.
+    - **Outputter (Optional)**: Synthesizes the entire execution trace into a human-readable report detailing every action step and visual result.
+
+### 3. Device & Environment Constraints
+- **ADB & File Transfer**: While ARTEMIS excels at device automation, it operates within the device boundary. To extract diagnostic files, logs, or test artifacts from the mobile device to the host PC for further analysis, you must manually write and execute appropriate `adb` commands (e.g., `adb pull`).
+- **Hardware Prerequisites**: Running ARTEMIS requires a physically connected, fully authorized Android device (e.g., a Pixel phone) or an active emulator.
+- **Single-Device Policy**: ARTEMIS can only operate a single device at any given time. Ensure your workflows and code respect this concurrency limit.
+
+### 4. Robust Test Code Design (The "Dynamic-First, Coordinate-Fallback" Philosophy)
+*If your task involves authoring test code, you must adhere to the following design principles for maximum reliability:*
+- **Adapt to Framework Capabilities**: You must first assess what locating mechanisms the user's test framework supports (e.g., resource IDs, XPath, text matching, OCR, image template matching, or absolute/relative coordinates).
+- **The Core Principle: Dynamic-First, Coordinate-Fallback**:
+  - Wherever supported by the framework, **always prioritize dynamic element locating** (using IDs, text, OCR, etc.) to ensure the test code can withstand UI layout drifts and resolution changes.
+  - Use **absolute coordinates as a reliable fallback** to guarantee execution success when dynamic locators fail or are unavailable.
+- **Implementing Resilient Locating Patterns**:
+  - **Dual-Capable Frameworks**: If the framework supports both dynamic and coordinate-based locating, implement the **Try-Catch Fallback Pattern**:
+    1. **Try**: Attempt to interact with the element using dynamic locators (IDs, OCR, text) for maximum resilience against UI changes.
+    2. **Catch**: If the dynamic attempt fails, fall back to the precise absolute coordinates verified during your ARTEMIS exploration.
+  - **Coordinate-Only Frameworks**: If the framework only supports coordinates, ensure the coordinates are well-documented, and where possible, parameterized or made relative to screen boundaries to mitigate resolution differences.
+  - **Dynamic-Only Frameworks**: If the framework does not support coordinate-based clicks, focus entirely on generating highly robust dynamic locators, leveraging ARTEMIS's element descriptions and XML tree analysis.
diff --git a/mcp_server/server.py b/mcp_server/server.py
new file mode 100644
index 0000000..a9b91a8
--- /dev/null
+++ b/mcp_server/server.py
@@ -0,0 +1,69 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Universal Model Context Protocol (MCP) Server for ARTEMIS."""
+
+import datetime
+import os
+import sys
+
+# Ensure repository root is in sys.path
+PROJECT_ROOT = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+if PROJECT_ROOT not in sys.path:
+    sys.path.insert(0, PROJECT_ROOT)
+
+# Debug logging and stderr tee to capture crashes without breaking MCP stdio JSON-RPC
+try:
+    _mcp_log_dir = os.path.join(PROJECT_ROOT, "scratch")
+    os.makedirs(_mcp_log_dir, exist_ok=True)
+
+    with open(os.path.join(_mcp_log_dir, "mcp_launch_debug.log"), "a", encoding="utf-8") as _f:
+        _f.write(
+            f"[{datetime.datetime.now()}] Artemis MCP Server launched! sys.argv: {sys.argv}, CWD: {os.getcwd()}\n"
+        )
+
+    class StderrTee:
+        def __init__(self, original, log_path):
+            self.original = original
+            self.log_file = open(log_path, "a", encoding="utf-8")
+
+        def write(self, data):
+            self.original.write(data)
+            self.log_file.write(data)
+            self.log_file.flush()
+
+        def flush(self):
+            self.original.flush()
+            self.log_file.flush()
+
+    sys.stderr = StderrTee(sys.stderr, os.path.join(_mcp_log_dir, "mcp_stderr.log"))
+except Exception:
+    pass
+
+# 1. Import shared FastMCP instance
+from mcp_server.base import mcp
+
+# 2. Import tools to register them
+
+
+def main(transport: str = "stdio", host: str = "127.0.0.1", port: int = 8001):
+    """Main entrypoint to run the Artemis Mobile Agent MCP server."""
+    if transport.lower() == "sse":
+        mcp.run(transport="sse", host=host, port=port)
+    else:
+        mcp.run(transport="stdio")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/mcp_server/tools/__init__.py b/mcp_server/tools/__init__.py
new file mode 100644
index 0000000..e77053c
--- /dev/null
+++ b/mcp_server/tools/__init__.py
@@ -0,0 +1,27 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""MCP Tools package for ARTEMIS."""
+
+from mcp_server.tools.device_state import mobile_get_device_state
+from mcp_server.tools.inspect_trace import mobile_inspect_trace
+from mcp_server.tools.task_manager import mobile_manage_task
+from mcp_server.tools.task_runner import mobile_run_task
+
+__all__ = [
+    "mobile_run_task",
+    "mobile_manage_task",
+    "mobile_get_device_state",
+    "mobile_inspect_trace",
+]
diff --git a/mcp_server/tools/device_state.py b/mcp_server/tools/device_state.py
new file mode 100644
index 0000000..d8366f2
--- /dev/null
+++ b/mcp_server/tools/device_state.py
@@ -0,0 +1,104 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""MCP Tool: mobile_get_device_state."""
+
+import base64
+import os
+
+from mcp_server.base import mcp
+from artemis.mcp.adb_server import _get_controller
+from mcp_server.utils import env_utils
+from artemis.utils.ocr_xml_fusion import (
+    fuse_ocr_with_xml,
+    _detect_status_bar_height,
+    _crop_image_remove_status_bar,
+    _map_coordinates_back,
+)
+from artemis.utils.ocr_api import perform_ocr
+from artemis.utils.visualization import format_minimal_list_with_elements
+
+
+@mcp.tool()
+async def mobile_get_device_state(view_type: str) -> str:
+    """Real-time mobile device state observer (for debugging and validation).
+
+    Use this tool to inspect the latest mobile status or to assist in tracking
+    the subagent's task progress.
+
+    Retrieves a real-time screenshot (returns local file URI) or a simplified
+    element tree text list of the currently connected mobile device.
+
+    Args:
+        view_type: The observation type. Supported values: - "screenshot":
+          Captures the real-time mobile screen and saves it to the workspace,
+          returning the local URI path of the image file (e.g.,
+          "file:///path/to/screenshot.jpg"). - "hierarchy": Directly returns the
+          simplified text-labeled element list, which is identical to what the
+          mobile UI automation subagent sees when making decisions.
+    """
+    try:
+        controller = _get_controller()
+        device_width = controller.ctx.device.device_width
+        device_height = controller.ctx.device.device_height
+    except Exception as e:
+        return f"Error: Failed to initialize/lock Android device controller: {e}"
+
+    try:
+        device_data = await controller.get_screen_data()
+        latest_screenshot_b64 = device_data.base64
+        xml_hierarchy = device_data.elements
+
+        project_root = env_utils.get_project_root()
+
+        if view_type == "screenshot":
+            screenshot_bytes = base64.b64decode(latest_screenshot_b64)
+            device_id = controller.ctx.device.device_id
+            safe_device_id = "".join(
+                [c if c.isalnum() or c in ("-", "_") else "_" for c in device_id]
+            )
+            screenshot_filename = f"live_screenshot_{safe_device_id}.jpg"
+            screenshot_path = os.path.join(project_root, screenshot_filename)
+
+            with open(screenshot_path, "wb") as f:
+                f.write(screenshot_bytes)
+
+            return f"file://{screenshot_path}"
+
+        elif view_type == "hierarchy":
+            try:
+                screen_height = device_data.height
+                status_bar_height = _detect_status_bar_height(xml_hierarchy, screen_height)
+                if status_bar_height > 0:
+                    cropped_b64, _, _ = _crop_image_remove_status_bar(
+                        latest_screenshot_b64, status_bar_height
+                    )
+                    raw_ocr_results = await perform_ocr(cropped_b64)
+                    ocr_results = _map_coordinates_back(raw_ocr_results, status_bar_height)
+                else:
+                    ocr_results = await perform_ocr(latest_screenshot_b64)
+            except Exception:
+                ocr_results = []
+
+            fused_xml = fuse_ocr_with_xml(xml_hierarchy, ocr_results)
+            hierarchy_text, elements, labels = format_minimal_list_with_elements(
+                fused_xml, width=device_width, height=device_height
+            )
+            return hierarchy_text
+
+        else:
+            return f"Error: Invalid view_type '{view_type}'. Supported types are 'screenshot' and 'hierarchy'."
+
+    except Exception as e:
+        return f"Error: An unexpected error occurred while communicating with the device: {e}"
diff --git a/mcp_server/tools/inspect_trace.py b/mcp_server/tools/inspect_trace.py
new file mode 100644
index 0000000..0dbe9b0
--- /dev/null
+++ b/mcp_server/tools/inspect_trace.py
@@ -0,0 +1,465 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""MCP Tool: mobile_inspect_trace."""
+
+import json
+import math
+import os
+import sqlite3
+import sys
+from typing import Any
+from PIL import Image, ImageDraw
+
+from mcp_server.base import mcp
+from mcp_server.utils import env_utils, trace_store
+from artemis.utils.task_tree import (
+    _render_step_detailed,
+    build_plan_and_history,
+)
+
+
+def _draw_action_overlay(bg_image_path: str, action_obj: dict, output_path: str) -> bool:
+    """Draws the action (tap, swipe, etc.) on the image and saves it."""
+    try:
+        with Image.open(bg_image_path) as img:
+            draw_img = img.convert("RGBA")
+            draw = ImageDraw.Draw(draw_img)
+
+            act_type = action_obj.get("action") or action_obj.get("name")
+            coords = action_obj.get("coordinates") or action_obj.get("target")
+
+            if not act_type or not coords:
+                return False
+
+            fill_color = (255, 0, 0, 80)
+            outline_color = (255, 0, 0, 255)
+            outline_width = 4
+
+            if act_type in (
+                "tap",
+                "click",
+                "long_press",
+                "focus_and_input_text",
+                "focus_and_clear_text",
+            ):
+                if isinstance(coords, list) and len(coords) == 2:
+                    x, y = coords[0], coords[1]
+                    r = 25
+                    draw.ellipse(
+                        [x - r, y - r, x + r, y + r],
+                        fill=fill_color,
+                        outline=outline_color,
+                        width=outline_width,
+                    )
+                    r_center = 4
+                    draw.ellipse(
+                        [
+                            x - r_center,
+                            y - r_center,
+                            x + r_center,
+                            y + r_center,
+                        ],
+                        fill=outline_color,
+                        outline=outline_color,
+                    )
+            elif act_type == "swipe":
+                if isinstance(coords, list) and len(coords) == 4:
+                    x1, y1, x2, y2 = coords[0], coords[1], coords[2], coords[3]
+                    draw.line([x1, y1, x2, y2], fill=outline_color, width=6)
+                    r_start = 8
+                    draw.ellipse(
+                        [
+                            x1 - r_start,
+                            y1 - r_start,
+                            x1 + r_start,
+                            y1 + r_start,
+                        ],
+                        fill=outline_color,
+                    )
+                    dx = x2 - x1
+                    dy = y2 - y1
+                    angle = math.atan2(dy, dx)
+                    arrow_length = 30
+                    arrow_angle = math.pi / 6
+
+                    p1_x = x2 - arrow_length * math.cos(angle - arrow_angle)
+                    p1_y = y2 - arrow_length * math.sin(angle - arrow_angle)
+                    p2_x = x2 - arrow_length * math.cos(angle + arrow_angle)
+                    p2_y = y2 - arrow_length * math.sin(angle + arrow_angle)
+
+                    draw.polygon([x2, y2, p1_x, p1_y, p2_x, p2_y], fill=outline_color)
+
+            final_img = draw_img.convert("RGB")
+            final_img.save(output_path, "JPEG", quality=85)
+            return True
+    except Exception as e:
+        print(f"Error drawing action overlay: {e}", file=sys.stderr)
+        return False
+
+
+@mcp.tool()
+async def mobile_inspect_trace(action: str, trace_id: str, step_number: int | None = None) -> Any:
+    """A specialized trace data retrieval tool designed to extract execution details of mobile automation tasks.
+
+    Use this tool DURING a running task or AFTER it has finished (or failed) to
+    monitor progress, verify answers, diagnose agent errors, and debug.
+    It provides comprehensive runtime information, raw agent outputs, and visual
+    screenshots for both **Flash** and **Pro** tasks.
+
+    ### Available Actions:
+    - **'view_summary'**: Retrieves a high-level execution summary across all
+    steps.
+        * **Pro Model**: Displays a hierarchical task plan summary, showing the
+        status and descriptions of all completed, active, and pending steps.
+        * **Flash Model**: Displays an all-in-one execution chain containing the
+        complete reasoning (thoughts/motivation) and action taken (`click`,
+        `input_text`, etc.) for every single step.
+
+    - **'view_step_screenshots'**: Retrieves local file paths of screenshots for
+    a specific step (supports both Flash and Pro). Returns:
+        1. `before_screenshot`: The original device screenshot observed by the
+        agent right before taking the action.
+        2. `after_screenshot`: A post-action screenshot capturing the failure or
+        mismatch state (if the action failed or was intercepted). Note: This is
+        conditional/optional and will be `None` (`null`) for normal/successful
+        steps where no extra post-action screenshot was captured.
+        3. `action_overlay_screenshot`: The `before_screenshot` with the agent's
+        action visually marked (e.g., red circle for taps, red arrow for
+        swipes). CRITICAL for verifying if the agent tapped the correct UI
+        element.
+
+    - **'view_step_details'**: Retrieves deep runtime logs, raw VLM thoughts,
+    and exact actions for a specific step.
+        * **Pro Model**: Fully supported. Returns detailed per-step diagnostic
+        data.
+        * **Flash Model**: DO NOT USE. (Flash reasoning and actions are already
+        fully included in 'view_summary', making this action redundant).
+
+    Args:
+        action: STR. **REQUIRED**. The retrieval action to perform
+          (`"view_summary"`, `"view_step_screenshots"`, or
+          `"view_step_details"`).
+        trace_id: STR. **REQUIRED**. The unique session identifier of the task
+          (returned by `mobile_run_task`).
+        step_number: INT. **CONDITIONAL**. The 1-indexed step number to query. -
+          You MUST provide this if `action="view_step_screenshots"` or
+          `action="view_step_details"`. - You MUST omit or leave this empty if
+          `action="view_summary"`.
+    """
+    project_root = env_utils.get_project_root()
+    db_path = os.path.join(trace_store.TRACES_DIR, "data_engine.db")
+    if not os.path.exists(db_path):
+        db_path = os.path.join(project_root, "traces", "data_engine.db")
+
+    if not os.path.exists(db_path):
+        return {
+            "error": "Database not found",
+            "message": f"Data engine database does not exist at {db_path} yet.",
+        }
+
+    # 1. Handle Action: "view_summary"
+    if action == "view_summary":
+        plan_content = None
+        plan_path = os.path.join(trace_store.get_trace_dir(trace_id), "notes", "task_plan.md")
+        if not os.path.exists(plan_path):
+            plan_path = os.path.join(trace_store.TRACES_DIR, "notes", "task_plan.md")
+        if os.path.exists(plan_path):
+            try:
+                with open(plan_path, encoding="utf-8") as f:
+                    plan_content = f.read()
+            except Exception:
+                pass
+
+        try:
+            conn = sqlite3.connect(db_path)
+            conn.row_factory = sqlite3.Row
+            cursor = conn.cursor()
+
+            cursor.execute(
+                "SELECT start_time FROM sessions WHERE session_id = ?",
+                (trace_id,),
+            )
+            session_row = cursor.fetchone()
+            session_start_time = session_row["start_time"] if session_row else None
+
+            cursor.execute(
+                "SELECT * FROM steps WHERE session_id = ? ORDER BY step_number ASC",
+                (trace_id,),
+            )
+            rows = cursor.fetchall()
+
+            steps = []
+            for r in rows:
+                step_dict = dict(r)
+                for col in ("action_taken", "last_execution_result", "extra_metadata"):
+                    if step_dict.get(col):
+                        try:
+                            step_dict[col] = json.loads(step_dict[col])
+                        except Exception:
+                            pass
+
+                cursor.execute(
+                    "SELECT type, name, status, timestamp, duration, payload FROM traces WHERE step_id = ? ORDER BY timestamp ASC",
+                    (step_dict["step_id"],),
+                )
+                trace_rows = cursor.fetchall()
+                events = []
+                for tr in trace_rows:
+                    t_dict = dict(tr)
+                    if t_dict.get("payload"):
+                        try:
+                            t_dict["payload"] = json.loads(t_dict["payload"])
+                        except Exception:
+                            pass
+                    events.append(t_dict)
+                step_dict["interleaved_events"] = events
+
+                if session_start_time and step_dict.get("timestamp"):
+                    relative_time_val = step_dict["timestamp"] - session_start_time
+                    step_dict["relative_time"] = f"{relative_time_val:.1f}s"
+                else:
+                    step_dict["relative_time"] = "N/A"
+
+                steps.append(step_dict)
+            conn.close()
+        except Exception as e:
+            return {
+                "error": "Database query error",
+                "message": f"Failed to retrieve steps from database: {e}",
+            }
+
+        status_data = trace_store.read_status(trace_id)
+        is_flash = status_data and status_data.get("model", "").lower() == "flash"
+
+        if is_flash:
+            summary_lines = [
+                "# ARTEMIS Flash Execution Summary",
+                f"**Session ID:** `{trace_id}` | **Model:** Flash\n",
+                "---",
+                "## Step-by-Step Execution Chain\n",
+            ]
+            if not steps:
+                summary_lines.append("_No action steps have been recorded yet._")
+            else:
+                for s in steps:
+                    s_num = s.get("step_number", "?")
+                    rel_t = s.get("relative_time", "N/A")
+
+                    dur_val = s.get("duration")
+                    if dur_val is None and s.get("interleaved_events"):
+                        events = s["interleaved_events"]
+                        timestamps = [e.get("timestamp", 0) for e in events if e.get("timestamp")]
+                        if timestamps:
+                            dur_val = max(timestamps) - min(timestamps)
+                    dur_str = f"{dur_val:.1f}s" if dur_val is not None and dur_val > 0 else "< 0.5s"
+
+                    thought = s.get("operator_raw_thinking")
+                    if not thought or not thought.strip():
+                        for ev in s.get("interleaved_events", []):
+                            if ev.get("type") in ("raw_thinking", "llm_call") and ev.get("payload"):
+                                p = ev["payload"]
+                                if isinstance(p, dict) and p.get("response_text"):
+                                    thought = p["response_text"]
+                                    break
+                    if not thought or not thought.strip():
+                        thought = "(Direct action without preliminary text reasoning)"
+
+                    act = s.get("action_taken") or "N/A"
+                    if isinstance(act, dict) and "action" in act:
+                        act_str = f"{act['action']}({act.get('args', act.get('coordinates', ''))})"
+                    else:
+                        act_str = str(act)
+                    res = s.get("last_execution_result") or "N/A"
+                    summary_lines.append(f"### Step {s_num} (at {rel_t}, duration {dur_str})")
+                    summary_lines.append(f"- **Thinking / Motivation:** {thought}")
+                    summary_lines.append(f"- **Action Taken:** `{act_str}` -> `{res}`\n")
+            return "\n".join(summary_lines)
+
+        try:
+            summary_markdown = build_plan_and_history(
+                task_plan=plan_content or "No task plan created yet.",
+                steps=steps,
+                current_subgoal_hash="default",
+                min_summaries=len(steps),
+                last_n_detailed=0,
+                all_detailed=False,
+            )
+            return summary_markdown
+        except Exception as e:
+            return {
+                "error": "Formatting error",
+                "message": f"Failed to format plan and history using Artemis task tree: {e}",
+            }
+
+    # 2. Handle Actions requiring step_number
+    elif action in ("view_step_screenshots", "view_step_details"):
+        status_data = trace_store.read_status(trace_id)
+        is_flash = status_data and status_data.get("model", "").lower() == "flash"
+
+        if action == "view_step_details" and is_flash:
+            return {
+                "error": "Not applicable for Flash model",
+                "message": (
+                    "Action 'view_step_details' is not needed for Flash model runs. "
+                    "For Flash tasks, 'view_summary' already outputs the complete "
+                    "step-by-step reasoning (thoughts) and executed actions for the entire run."
+                ),
+            }
+
+        if step_number is None:
+            return {
+                "error": "Missing parameter",
+                "message": f"Parameter 'step_number' is required for action '{action}'.",
+            }
+
+        try:
+            conn = sqlite3.connect(db_path)
+            conn.row_factory = sqlite3.Row
+            cursor = conn.cursor()
+            cursor.execute(
+                "SELECT * FROM steps WHERE session_id = ? AND step_number = ?",
+                (trace_id, step_number),
+            )
+            row = cursor.fetchone()
+
+            if not row:
+                conn.close()
+                return {
+                    "error": "Step not found",
+                    "message": f"Step number {step_number} not found for trace '{trace_id}'.",
+                }
+
+            step_dict = dict(row)
+            for col in ("action_taken", "last_execution_result", "extra_metadata"):
+                if step_dict.get(col):
+                    try:
+                        step_dict[col] = json.loads(step_dict[col])
+                    except Exception:
+                        pass
+
+            cursor.execute(
+                "SELECT start_time FROM sessions WHERE session_id = ?",
+                (trace_id,),
+            )
+            session_row = cursor.fetchone()
+            session_start_time = session_row["start_time"] if session_row else None
+
+            cursor.execute(
+                "SELECT type, name, status, timestamp, duration, payload FROM traces WHERE step_id = ? ORDER BY timestamp ASC",
+                (step_dict["step_id"],),
+            )
+            trace_rows = cursor.fetchall()
+            events = []
+            for tr in trace_rows:
+                t_dict = dict(tr)
+                if t_dict.get("payload"):
+                    try:
+                        t_dict["payload"] = json.loads(t_dict["payload"])
+                    except Exception:
+                        pass
+                events.append(t_dict)
+            step_dict["interleaved_events"] = events
+            conn.close()
+        except Exception as e:
+            return {
+                "error": "Database error",
+                "message": f"Database query failed: {e}",
+            }
+
+        # 3. Handle Action: "view_step_screenshots"
+        if action == "view_step_screenshots":
+            images_dir = os.path.join(trace_store.TRACES_DIR, "images")
+            if not os.path.exists(images_dir):
+                images_dir = os.path.join(project_root, "traces", "images")
+
+            pre_image = None
+            post_image = None
+            overlay_image = None
+
+            if step_dict.get("pre_image_name"):
+                name = step_dict["pre_image_name"]
+                if not name.endswith(".jpg"):
+                    name += ".jpg"
+                path = os.path.join(images_dir, name)
+                if os.path.exists(path):
+                    pre_image = f"file://{path}"
+
+                    overlay_dir = trace_store.get_trace_dir(trace_id)
+                    os.makedirs(overlay_dir, exist_ok=True)
+                    overlay_filename = f"step_{step_dict['step_number']}_overlay.jpg"
+                    overlay_abs_path = os.path.join(overlay_dir, overlay_filename)
+
+                    action_obj = step_dict.get("action_taken")
+                    action_parsed = (
+                        action_obj[0] if isinstance(action_obj, list) and action_obj else action_obj
+                    )
+
+                    if isinstance(action_parsed, dict) and action_parsed.get("action"):
+                        if not os.path.exists(overlay_abs_path):
+                            success_draw = _draw_action_overlay(
+                                path, action_parsed, overlay_abs_path
+                            )
+                            if success_draw:
+                                overlay_image = f"file://{overlay_abs_path}"
+                        else:
+                            overlay_image = f"file://{overlay_abs_path}"
+
+            if step_dict.get("post_image_name"):
+                name = step_dict["post_image_name"]
+                if not name.endswith(".jpg"):
+                    name += ".jpg"
+                path = os.path.join(images_dir, name)
+                if os.path.exists(path):
+                    post_image = f"file://{path}"
+
+            return {
+                "trace_id": trace_id,
+                "step_number": step_dict["step_number"],
+                "before_screenshot": pre_image,
+                "after_screenshot": post_image,
+                "action_overlay_screenshot": overlay_image,
+            }
+
+        # 4. Handle Action: "view_step_details"
+        elif action == "view_step_details":
+            relative_time_str = "N/A"
+            if session_start_time and step_dict.get("timestamp"):
+                relative_time_val = step_dict["timestamp"] - session_start_time
+                relative_time_str = f"{relative_time_val:.1f}s"
+
+            rendered_text = _render_step_detailed(
+                step=step_dict,
+                relative_time=relative_time_str,
+                summary=step_dict.get("summary"),
+                action=step_dict.get("action_taken"),
+                result=step_dict.get("last_execution_result"),
+                is_most_recent=False,
+                for_failure_analyzer=False,
+            )
+
+            return {
+                "trace_id": trace_id,
+                "step_number": step_dict["step_number"],
+                "details": rendered_text,
+            }
+
+    else:
+        return {
+            "error": "Invalid action",
+            "message": (
+                f"Action '{action}' is not supported. Supported actions: "
+                "'view_summary', 'view_step_screenshots', 'view_step_details'."
+            ),
+        }
diff --git a/mcp_server/tools/task_manager.py b/mcp_server/tools/task_manager.py
new file mode 100644
index 0000000..9d6ec01
--- /dev/null
+++ b/mcp_server/tools/task_manager.py
@@ -0,0 +1,335 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""MCP Tool: mobile_manage_task."""
+
+import json
+import os
+import signal
+import sqlite3
+import sys
+import time
+from typing import Any
+
+from mcp_server.base import mcp
+from mcp_server.notifiers import notify
+from mcp_server.utils import env_utils, trace_store
+
+
+@mcp.tool()
+def mobile_manage_task(
+    action: str, trace_id: str, instruction: str | None = None
+) -> dict[str, Any]:
+    """Manages the lifecycle and retrieves the status of a background mobile automation task.
+
+    This is your primary diagnostic and control tool. You MUST use this tool to
+    poll the task status
+    when your 1-minute fallback timer triggers (as requested by
+    `mobile_run_task`). You can also use
+    it to gracefully abort a task or forcefully correct the subagent's behavior
+    mid-flight.
+
+    ### Available Actions:
+    - **'status'**: Retrieves execution progress, elapsed time, and metadata.
+    Returns a JSON object.
+        * **How to use the output**:
+            - For **Pro Model**, check `progress.task_plan` to see if the
+            agent's long-term plan aligns with your goal.
+            - For **Flash Model**, monitor `current_turn`, `latest_action`, and
+            `latest_thought`. If the turn count increases rapidly without
+            progressing, or the thought indicates it is stuck, you should
+            intervene.
+
+    - **'inject_instruction'**: Injects real-time guidance when the subagent
+    makes a mistake, gets stuck, or loops.
+        * **Pro Model**: Applied at the start of the next turn's planning phase.
+        * **Flash Model**: Applied at the start of the next reactive execution
+        loop.
+        * *Note*: You MUST provide the `instruction` argument for this action.
+
+    - **'stop'**: Forcefully terminates the subagent (Pro or Flash), immediately
+    halting device interactions and releasing the device. Use this if the task
+    is complete, irreparably broken, or running out of control.
+
+    Args:
+        action: STR. **REQUIRED**. The management action to perform. Must be
+          exactly `"status"`, `"stop"`, or `"inject_instruction"`.
+        trace_id: STR. **REQUIRED**. The unique session identifier of the task
+          (returned by `mobile_run_task`).
+        instruction: STR. **CONDITIONAL**. The real-time correction or guidance
+          string. - You MUST provide this if `action="inject_instruction"`. -
+          You MUST leave this empty or omit it if `action="status"` or
+          `action="stop"`.
+    """
+    status_data = trace_store.read_status(trace_id)
+    if not status_data:
+        return {
+            "trace_id": trace_id,
+            "status": "unknown",
+            "message": f"Trace ID '{trace_id}' not found.",
+        }
+
+    current_status = status_data.get("status", "unknown")
+    pid = status_data.get("pid")
+    is_alive = False
+
+    if pid and current_status in ("running", "pending"):
+        try:
+            os.kill(pid, 0)
+            is_alive = True
+        except OSError:
+            current_status = "failed"
+            error_text = "Task runner process terminated unexpectedly."
+            trace_store.update_trace_status(trace_id, "failed", error=error_text)
+            conv_id = status_data.get("conversation_id")
+            if conv_id:
+                try:
+                    notify(
+                        conversation_id=conv_id,
+                        message=f"Artemis background task died unexpectedly for trace '{trace_id}'. Error: {error_text}",
+                        event_type="failed",
+                        payload={"trace_id": trace_id, "error": error_text},
+                    )
+                except Exception:
+                    pass
+            status_data = trace_store.read_status(trace_id) or status_data
+
+    trace_dir = trace_store.get_trace_dir(trace_id)
+
+    if action == "status":
+        start_time = status_data.get("start_time")
+        end_time = status_data.get("end_time") or time.time()
+        elapsed = round(end_time - start_time, 1) if start_time else 0
+
+        response: dict[str, Any] = {
+            "trace_id": trace_id,
+            "status": current_status,
+            "elapsed_seconds": elapsed,
+            "task_desc": status_data.get("task_desc"),
+            "model": status_data.get("model"),
+            "stdout_log": os.path.join(trace_dir, "stdout.log"),
+            "stderr_log": os.path.join(trace_dir, "stderr.log"),
+        }
+        if status_data.get("model", "").lower() != "flash":
+            response["notes_dir"] = os.path.join(trace_dir, "notes")
+
+        if current_status == "failed":
+            response["error"] = status_data.get("error")
+        elif current_status == "completed":
+            response["result"] = status_data.get("result")
+
+        if current_status in ("running", "pending") and is_alive:
+            progress: dict[str, Any] = {}
+
+            project_root = env_utils.get_project_root()
+            db_path = os.path.join(trace_store.TRACES_DIR, "data_engine.db")
+            if not os.path.exists(db_path):
+                db_path = os.path.join(project_root, "traces", "data_engine.db")
+
+            session_id = None
+            if os.path.exists(db_path):
+                try:
+                    conn = sqlite3.connect(db_path)
+                    conn.row_factory = sqlite3.Row
+                    cursor = conn.cursor()
+                    cursor.execute(
+                        "SELECT session_id FROM sessions WHERE pid = ? ORDER BY start_time DESC LIMIT 1",
+                        (pid,),
+                    )
+                    session_row = cursor.fetchone()
+                    if session_row:
+                        session_id = session_row["session_id"]
+                    conn.close()
+                except Exception as db_err:
+                    print(f"Error querying data_engine.db for session: {db_err}", file=sys.stderr)
+
+            if session_id:
+                if status_data.get("model", "").lower() == "flash":
+                    progress["phase"] = "running_flash_loop"
+                    if os.path.exists(db_path):
+                        try:
+                            conn2 = sqlite3.connect(db_path)
+                            conn2.row_factory = sqlite3.Row
+                            cur2 = conn2.cursor()
+                            cur2.execute(
+                                "SELECT count(*) as cnt FROM traces WHERE session_id = ? AND type = 'llm_call'",
+                                (session_id,),
+                            )
+                            row_cnt = cur2.fetchone()
+                            if row_cnt:
+                                progress["current_turn"] = row_cnt["cnt"]
+
+                            cur2.execute(
+                                "SELECT payload FROM traces WHERE session_id = ? AND type in ('raw_thinking', 'llm_call') "
+                                "AND status = 'success' ORDER BY timestamp DESC LIMIT 1",
+                                (session_id,),
+                            )
+                            row_thought = cur2.fetchone()
+                            if row_thought and row_thought["payload"]:
+                                try:
+                                    p_obj = json.loads(row_thought["payload"])
+                                    if isinstance(p_obj, dict):
+                                        if "thought" in p_obj:
+                                            progress["latest_thought"] = p_obj["thought"]
+                                        elif (
+                                            "response" in p_obj
+                                            and isinstance(p_obj["response"], list)
+                                            and p_obj["response"]
+                                        ):
+                                            progress["latest_thought"] = p_obj["response"][0].get(
+                                                "text", ""
+                                            )
+                                except Exception:
+                                    pass
+
+                            cur2.execute(
+                                "SELECT name, payload FROM traces WHERE session_id = ? AND type = 'tool' "
+                                "AND status = 'success' ORDER BY timestamp DESC LIMIT 1",
+                                (session_id,),
+                            )
+                            row_action = cur2.fetchone()
+                            if row_action:
+                                act_name = row_action["name"]
+                                act_payload = {}
+                                if row_action["payload"]:
+                                    try:
+                                        act_payload = json.loads(row_action["payload"]).get(
+                                            "args", {}
+                                        )
+                                    except Exception:
+                                        pass
+                                progress["latest_action"] = (
+                                    f"{act_name}({act_payload})" if act_payload else act_name
+                                )
+                            conn2.close()
+                        except Exception as q_err:
+                            print(
+                                f"Error querying flash progress from data_engine.db: {q_err}",
+                                file=sys.stderr,
+                            )
+                else:
+                    plan_content = None
+                    plan_path = os.path.join(
+                        trace_store.TRACES_DIR, session_id, "notes", "task_plan.md"
+                    )
+                    if not os.path.exists(plan_path):
+                        plan_path = os.path.join(trace_dir, "notes", "task_plan.md")
+                    if os.path.exists(plan_path):
+                        try:
+                            with open(plan_path, encoding="utf-8") as f:
+                                plan_content = f.read()
+                        except Exception:
+                            pass
+                    progress["task_plan"] = plan_content
+            else:
+                progress["phase"] = "initializing"
+                progress["status_message"] = "Spawning background runner..."
+
+            response["progress"] = progress
+
+        return response
+
+    elif action == "stop":
+        if current_status not in ("running", "pending"):
+            return {
+                "trace_id": trace_id,
+                "status": current_status,
+                "message": f"Cannot stop task because it is already in a terminal state: {current_status}",
+            }
+
+        if not pid:
+            return {
+                "trace_id": trace_id,
+                "status": current_status,
+                "message": "Process ID (PID) is missing from the task status. Cannot stop task.",
+            }
+
+        try:
+            os.kill(pid, signal.SIGTERM)
+            trace_store.update_trace_status(
+                trace_id, "cancelled", error="Task aborted by user request."
+            )
+            return {
+                "trace_id": trace_id,
+                "status": "cancelled",
+                "message": f"Successfully sent termination signal to background process {pid}.",
+            }
+        except ProcessLookupError:
+            trace_store.update_trace_status(
+                trace_id, "cancelled", error="Task aborted (process was already stopped)."
+            )
+            return {
+                "trace_id": trace_id,
+                "status": "cancelled",
+                "message": f"Process {pid} was not found; it may have already exited. Status marked as cancelled.",
+            }
+        except Exception as e:
+            return {
+                "trace_id": trace_id,
+                "status": current_status,
+                "message": f"Failed to terminate process {pid}: {e}",
+            }
+
+    elif action == "inject_instruction":
+        if not instruction:
+            return {
+                "trace_id": trace_id,
+                "status": current_status,
+                "message": "Missing required argument 'instruction' for action 'inject_instruction'.",
+            }
+
+        if current_status not in ("running", "pending"):
+            return {
+                "trace_id": trace_id,
+                "status": current_status,
+                "message": f"Cannot inject instruction because task is in a terminal state: {current_status}",
+            }
+
+        if not os.path.exists(trace_dir):
+            return {
+                "trace_id": trace_id,
+                "status": current_status,
+                "message": f"Trace directory not found: {trace_dir}",
+            }
+
+        instruction_path = os.path.join(trace_dir, "injected_instruction.json")
+        try:
+            with open(instruction_path, "w", encoding="utf-8") as f:
+                json.dump(
+                    {
+                        "instruction": instruction,
+                        "timestamp": time.time(),
+                        "status": "pending",
+                    },
+                    f,
+                    indent=2,
+                )
+            return {
+                "trace_id": trace_id,
+                "status": current_status,
+                "message": f"Successfully injected instruction: '{instruction}'",
+            }
+        except Exception as e:
+            return {
+                "trace_id": trace_id,
+                "status": current_status,
+                "message": f"Failed to inject instruction: {e}",
+            }
+
+    else:
+        return {
+            "trace_id": trace_id,
+            "status": current_status,
+            "message": f"Invalid action '{action}'. Supported actions are 'status', 'stop', and 'inject_instruction'.",
+        }
diff --git a/mcp_server/tools/task_runner.py b/mcp_server/tools/task_runner.py
new file mode 100644
index 0000000..8da4883
--- /dev/null
+++ b/mcp_server/tools/task_runner.py
@@ -0,0 +1,205 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""MCP Tool: mobile_run_task."""
+
+import os
+import subprocess
+from typing import Any
+import uuid
+
+from mcp_server.base import mcp
+from mcp_server.utils import env_utils, trace_store
+
+
+@mcp.tool()
+def mobile_run_task(
+    task_desc: str,
+    conversation_id: str,
+    model: str = "Flash",
+    locked_app_package: str | None = None,
+    app_path: str | None = None,
+    expected_output_desc: str | None = None,
+) -> dict[str, Any]:
+    """Starts a specialized mobile UI automation subagent to autonomously plan and execute tasks on a connected Android device.
+
+    With this tool, you can delegate complex mobile workflows and UI
+    interactions to a background agent.
+    This tool supports two execution models: **Flash** (for rapid,
+    straightforward UI scripts) and **Pro** (for complex, exploratory tasks
+    requiring deep reasoning).
+
+    ### Model Selection Guide (CRITICAL FOR ROUTING)
+    You MUST choose the appropriate `model` based on the task complexity:
+    - **Flash**: Best for simple, deterministic tasks that can be completed
+    within **30 UI steps**. You should prioritize using this model to complete
+    the task.
+      *Limitations*: Flash CANNOT analyze video recordings, query system logs,
+      execute arbitrary ADB shell commands, maintain a structured task plan, or
+      write custom execution notes/reports. Do not use Flash if the task
+      requires exploration, complex error recovery, continuous monitoring/polling
+      (due to step count limits and lack of state persistence), or outputting
+      large amounts of detailed information (as Flash cannot access the
+      notes/scratchpad system to retain extensive details across steps; use
+      **Pro** instead).
+    - **Pro**: Required for complex, non-linear, or exploratory tasks (e.g.,
+    browsing deep lists, troubleshooting app crashes, tasks requiring multi-step
+    planning), continuous monitoring or polling tasks (e.g., periodically checking
+    UI state, polling until specific conditions or events occur, watching progress,
+    or waiting for background changes), OR when you need the subagent to extract,
+    remember, and output large amounts of detailed information. Pro is slower but
+    fully featured.
+      *Capabilities*: Supports full video analysis, system log querying, ADB
+      shell access, robust monitoring/polling execution loops with multi-agent
+      planning, and generating custom text outputs/reports via the expected
+      output agent and structured notes (`notes_dir`).
+
+    Regardless of the model, precise timing for waiting actions cannot be
+    guaranteed due to latency. If you need to implement a wait, please note that
+    the total waiting time comprises both the time required for the Artemis large
+    model to generate output and the actual waiting duration. (For Flash, the
+    interval between output steps is typically 3-7 seconds, whereas Pro requires
+    25-35 seconds.)
+
+    For long-term repetitive tasks, run the workflow once with this tool to
+    discover the path, then author a dedicated automation script instead of
+    repeatedly delegating.
+
+    This tool is non-blocking and will immediately return a dictionary
+    containing:
+    - `trace_id`: The unique session identifier of the task for status tracking
+    and inspection.
+    - `notes_dir`: (Pro Model Only) The directory where the subagent's execution
+    files/notes are located.
+    - `stdout_log`: The path to the execution framework log.
+    - `stderr_log`: The path to the error log containing critical failures and
+    Python tracebacks (essential for debugging).
+
+    Upon task completion (success or failure), the system will trigger a
+    Reactive Wakeup to notify you.
+
+    CRITICAL BEHAVIORAL RULES:
+    1. **Fallback Timer Constraint**: You **MUST** set a background timer to
+    check the task status at least once every 1 minute as a safety fallback.
+    2. **Post-Task Inspection**: After completion, retrieve and inspect the
+    execution logs (`stderr_log`/`stdout_log`) to verify success.
+    3. **Inspecting Notes (Pro Model Only)**: If running with Pro, you can
+    inspect the notes/plans recorded in `notes_dir` to extract critical
+    execution results passed back by the subagent.
+
+    Args:
+        task_desc: A clear, highly detailed, actionable task description for the
+          mobile subagent. Since execution is autonomous and one-shot, provide
+          all necessary context, exact UI actions to take, and clear termination
+          conditions. If `model="Pro"`, you can explicitly instruct the subagent
+          on what specific information it must record in the notes.
+        conversation_id: Your current active Conversation ID. Critical for
+          routing the wakeup notification.
+        model: Must be either `"Flash"` or `"Pro"`. - Choose `"Flash"` for fast,
+          simple UI tasks under 30 steps without log/video analysis or
+          monitoring/polling needs. - Choose `"Pro"` for complex tasks requiring
+          planning, ADB shell commands, logs, video exploration, or continuous
+          monitoring and polling tasks.
+        locked_app_package: Optional package name of the app to lock execution
+          to. The agent will auto-launch and restrict actions to this app.
+        app_path: Optional path to a local APK to install on the device before
+          running the task.
+        expected_output_desc: Optional (Pro Model Only). If provided, a
+          summarization agent will aggregate the interaction history
+          (motivation, actions, videos) into a summary report saved as
+          "output.md" in `notes_dir`. Ignored if `model="Flash"`.
+    """
+    # 0. Validate and normalize model
+    if model.lower() not in ("flash", "pro"):
+        raise ValueError(f"Invalid model '{model}'. Must be either 'Flash' or 'Pro'.")
+    canonical_model = "Flash" if model.lower() == "flash" else "Pro"
+
+    # 1. Generate a unique trace_id
+    trace_id = str(uuid.uuid4())
+
+    # 2. Initialize the trace store directory and status.json
+    trace_store.init_trace(
+        trace_id=trace_id,
+        task_desc=task_desc,
+        model=canonical_model,
+        conversation_id=conversation_id,
+    )
+
+    # 3. Resolve project root, python executable, and background runner module
+    project_root = env_utils.get_project_root()
+    python_exe = env_utils.resolve_python_executable(project_root)
+
+    # 4. Spawn the background task runner as an independent subprocess
+    try:
+        cmd = [
+            python_exe,
+            "-m",
+            "mcp_server.background.task_runner",
+            "--trace-id",
+            trace_id,
+            "--task-desc",
+            task_desc,
+            "--model",
+            canonical_model,
+            "--conversation-id",
+            conversation_id,
+        ]
+        if locked_app_package:
+            cmd.extend(["--locked-app-package", locked_app_package])
+        if app_path:
+            cmd.extend(["--app-path", app_path])
+        if expected_output_desc and canonical_model != "Flash":
+            cmd.extend(["--expected-output-desc", expected_output_desc])
+
+        env = os.environ.copy()
+        env["ARTEMIS_SESSION_ID"] = trace_id
+
+        proc_kwargs = env_utils.get_detached_process_kwargs()
+        proc = subprocess.Popen(
+            cmd,
+            env=env,
+            cwd=project_root,
+            **proc_kwargs,
+        )
+
+        # 5. Record the PID of the spawned subprocess
+        status_data = trace_store.read_status(trace_id)
+        if status_data:
+            status_data["pid"] = proc.pid
+            trace_store.write_status(trace_id, status_data)
+
+        trace_dir = trace_store.get_trace_dir(trace_id)
+        stdout_log_path = os.path.join(trace_dir, "stdout.log")
+        stderr_log_path = os.path.join(trace_dir, "stderr.log")
+
+        response_dict: dict[str, Any] = {
+            "trace_id": trace_id,
+            "message": "Successfully started background task.",
+            "stdout_log": stdout_log_path,
+            "stderr_log": stderr_log_path,
+        }
+        if canonical_model != "Flash":
+            response_dict["notes_dir"] = os.path.join(trace_dir, "notes")
+
+        return response_dict
+
+    except Exception as e:
+        trace_store.update_trace_status(
+            trace_id, "failed", error=f"Failed to spawn background runner: {e}"
+        )
+        return {
+            "trace_id": trace_id,
+            "status": "failed",
+            "message": f"Error starting background task: {e}",
+        }
diff --git a/mcp_server/utils/__init__.py b/mcp_server/utils/__init__.py
new file mode 100644
index 0000000..7ce134a
--- /dev/null
+++ b/mcp_server/utils/__init__.py
@@ -0,0 +1,15 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""MCP Server Utilities package."""
diff --git a/mcp_server/utils/device_utils.py b/mcp_server/utils/device_utils.py
new file mode 100644
index 0000000..824b01e
--- /dev/null
+++ b/mcp_server/utils/device_utils.py
@@ -0,0 +1,172 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Device discovery, ADB resolution, and emulator management for MCP workflows."""
+
+import os
+import shutil
+import subprocess
+import sys
+import time
+
+
+def resolve_adb_path() -> str:
+    """Resolves the absolute path to the adb binary across platforms."""
+    # 1. Check if adb is in PATH
+    which_adb = shutil.which("adb")
+    if which_adb:
+        return which_adb
+
+    # 2. Check ANDROID_HOME / ANDROID_SDK_ROOT
+    for env_var in ("ANDROID_HOME", "ANDROID_SDK_ROOT"):
+        sdk_root = os.getenv(env_var)
+        if sdk_root:
+            candidate = os.path.join(
+                sdk_root, "platform-tools", "adb.exe" if sys.platform == "win32" else "adb"
+            )
+            if os.path.exists(candidate):
+                return candidate
+
+    # 3. Check standard OS-specific SDK locations
+    candidates = []
+    if sys.platform == "win32":
+        local_appdata = os.getenv("LOCALAPPDATA", "")
+        if local_appdata:
+            candidates.append(
+                os.path.join(local_appdata, "Android", "Sdk", "platform-tools", "adb.exe")
+            )
+    elif sys.platform == "darwin":
+        candidates.extend(
+            [
+                os.path.expanduser("~/Library/Android/sdk/platform-tools/adb"),
+                "/opt/homebrew/bin/adb",
+                "/usr/local/bin/adb",
+            ]
+        )
+    else:  # Linux
+        candidates.extend(
+            [
+                "/usr/bin/adb",
+                os.path.expanduser("~/Android/Sdk/platform-tools/adb"),
+                "/usr/local/bin/adb",
+            ]
+        )
+
+    for cand in candidates:
+        if os.path.exists(cand):
+            return cand
+
+    return "adb"
+
+
+def resolve_emulator_path() -> str | None:
+    """Resolves the path to the Android emulator executable."""
+    which_emulator = shutil.which("emulator")
+    if which_emulator:
+        return which_emulator
+
+    candidates = [
+        os.path.expanduser("~/Android/Sdk/emulator/emulator"),
+        os.path.expanduser("~/Library/Android/sdk/emulator/emulator"),
+    ]
+    if sys.platform == "win32":
+        local_appdata = os.getenv("LOCALAPPDATA", "")
+        if local_appdata:
+            candidates.append(
+                os.path.join(local_appdata, "Android", "Sdk", "emulator", "emulator.exe")
+            )
+
+    for cand in candidates:
+        if os.path.exists(cand):
+            return cand
+    return None
+
+
+def get_connected_devices(adb_path: str | None = None) -> list[str]:
+    """Returns a list of connected and authorized Android device serials."""
+    adb = adb_path or resolve_adb_path()
+    try:
+        res = subprocess.run(
+            [adb, "devices"],
+            capture_output=True,
+            text=True,
+            timeout=5,
+        )
+        devices: list[str] = []
+        for line in res.stdout.splitlines():
+            line_str = line.strip()
+            if line_str and not line_str.startswith("List of devices"):
+                parts = line_str.split()
+                if len(parts) >= 2 and parts[1] == "device":
+                    devices.append(parts[0])
+        return devices
+    except Exception:
+        return []
+
+
+def is_emulator_running(adb_path: str | None = None) -> bool:
+    """Checks if an Android emulator (e.g. emulator-5554) is running and accessible."""
+    adb = adb_path or resolve_adb_path()
+    devices = get_connected_devices(adb)
+    return any(d.startswith("emulator-") for d in devices)
+
+
+def ensure_emulator(
+    avd_name: str = "AndroidWorldAvd",
+    adb_path: str | None = None,
+    emulator_path: str | None = None,
+    timeout_seconds: int = 90,
+) -> bool:
+    """Ensures an emulator is running. If not, boots the specified AVD in the background."""
+    adb = adb_path or resolve_adb_path()
+    if is_emulator_running(adb):
+        return True
+
+    emu_exe = emulator_path or resolve_emulator_path()
+    if not emu_exe or not os.path.exists(emu_exe):
+        return False
+
+    popen_kwargs = {"stdout": subprocess.DEVNULL, "stderr": subprocess.DEVNULL}
+    if sys.platform == "win32":
+        popen_kwargs["creationflags"] = (
+            subprocess.CREATE_NEW_PROCESS_GROUP | subprocess.DETACHED_PROCESS  # type: ignore[attr-defined]
+        )
+    else:
+        popen_kwargs["start_new_session"] = True
+
+    try:
+        subprocess.Popen(
+            [emu_exe, "-avd", avd_name, "-no-snapshot", "-grpc", "8554"],
+            **popen_kwargs,
+        )
+    except Exception:
+        return False
+
+    start_time = time.time()
+    while time.time() - start_time < timeout_seconds:
+        try:
+            res = subprocess.run(
+                [adb, "-s", "emulator-5554", "shell", "getprop", "sys.boot_completed"],
+                capture_output=True,
+                text=True,
+                timeout=3,
+            )
+            if "1" in res.stdout:
+                time.sleep(2)  # Stabilization
+                return True
+        except Exception:
+            pass
+        time.sleep(2)
+
+    return False
diff --git a/mcp_server/utils/env_utils.py b/mcp_server/utils/env_utils.py
new file mode 100644
index 0000000..c5b5193
--- /dev/null
+++ b/mcp_server/utils/env_utils.py
@@ -0,0 +1,61 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Environment and runtime discovery utilities for MCP."""
+
+import os
+import subprocess
+import sys
+from typing import Any
+
+
+def get_project_root() -> str:
+    """Returns the absolute path to the project root repository."""
+    try:
+        from artemis.config.paths import ROOT_DIR
+
+        return str(ROOT_DIR)
+    except Exception:
+        # mcp_server/utils/env_utils.py -> root is 3 levels up
+        return os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+
+def resolve_python_executable(project_root: str | None = None) -> str:
+    """Resolves the preferred Python executable (.venv or current sys.executable)."""
+    root = project_root or get_project_root()
+
+    if sys.platform == "win32":
+        venv_python = os.path.join(root, ".venv", "Scripts", "python.exe")
+    else:
+        venv_python = os.path.join(root, ".venv", "bin", "python")
+
+    if os.path.exists(venv_python):
+        return venv_python
+
+    return sys.executable
+
+
+def get_detached_process_kwargs() -> dict[str, Any]:
+    """Returns kwargs for subprocess.Popen to run a fully detached background process cross-platform."""
+    kwargs: dict[str, Any] = {
+        "stdout": subprocess.DEVNULL,
+        "stderr": subprocess.DEVNULL,
+    }
+    if sys.platform == "win32":
+        kwargs["creationflags"] = (
+            subprocess.CREATE_NEW_PROCESS_GROUP | subprocess.DETACHED_PROCESS  # type: ignore[attr-defined]
+        )
+    else:
+        kwargs["start_new_session"] = True
+    return kwargs
diff --git a/mcp_server/utils/trace_store.py b/mcp_server/utils/trace_store.py
new file mode 100644
index 0000000..bc71c92
--- /dev/null
+++ b/mcp_server/utils/trace_store.py
@@ -0,0 +1,108 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Trace storage and lifecycle management for MCP background automation tasks."""
+
+import json
+import os
+import time
+from typing import Any
+
+try:
+    from artemis.config.paths import get_traces_dir
+
+    TRACES_DIR = str(get_traces_dir())
+except Exception:
+    PROJECT_ROOT = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+    TRACES_DIR = os.path.join(PROJECT_ROOT, "traces")
+
+
+def get_trace_dir(trace_id: str) -> str:
+    """Returns the absolute path to the directory for a given trace_id."""
+    return os.path.join(TRACES_DIR, trace_id)
+
+
+def get_status_path(trace_id: str) -> str:
+    """Returns the absolute path to the status.json file for a given trace_id."""
+    return os.path.join(get_trace_dir(trace_id), "status.json")
+
+
+def init_trace(
+    trace_id: str,
+    task_desc: str,
+    model: str,
+    conversation_id: str,
+) -> dict[str, Any]:
+    """Initializes the trace directory and creates the initial status.json file."""
+    trace_dir = get_trace_dir(trace_id)
+    os.makedirs(trace_dir, exist_ok=True)
+
+    status_data: dict[str, Any] = {
+        "trace_id": trace_id,
+        "task_desc": task_desc,
+        "model": model,
+        "conversation_id": conversation_id,
+        "status": "running",
+        "start_time": time.time(),
+        "end_time": None,
+        "error": None,
+        "result": None,
+    }
+
+    write_status(trace_id, status_data)
+    return status_data
+
+
+def read_status(trace_id: str) -> dict[str, Any] | None:
+    """Reads and returns the status.json for a given trace_id, or None if it doesn't exist."""
+    path = get_status_path(trace_id)
+    if not os.path.exists(path):
+        return None
+    try:
+        with open(path, encoding="utf-8") as f:
+            return json.load(f)
+    except Exception:
+        return None
+
+
+def write_status(trace_id: str, data: dict[str, Any]) -> None:
+    """Writes the given status dictionary to the trace's status.json."""
+    path = get_status_path(trace_id)
+    os.makedirs(os.path.dirname(path), exist_ok=True)
+    with open(path, "w", encoding="utf-8") as f:
+        json.dump(data, f, indent=2, ensure_ascii=False)
+
+
+def update_trace_status(
+    trace_id: str,
+    status: str,
+    error: str | None = None,
+    result: Any | None = None,
+) -> dict[str, Any] | None:
+    """Updates specific fields of the status.json for a given trace_id."""
+    data = read_status(trace_id)
+    if not data:
+        return None
+
+    data["status"] = status
+    if status in ("completed", "failed", "cancelled"):
+        data["end_time"] = time.time()
+
+    if error is not None:
+        data["error"] = error
+    if result is not None:
+        data["result"] = result
+
+    write_status(trace_id, data)
+    return data
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diff --git a/public/logo.svg b/public/logo.svg
deleted file mode 100644
index 22d7292..0000000
--- a/public/logo.svg
+++ /dev/null
@@ -1,45 +0,0 @@
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-      <stop offset="30%" stop-color="#EA4335" stop-opacity="1" />
-      <stop offset="100%" stop-color="#EA4335" stop-opacity="0" />
-    </radialGradient>
-    <!-- Yellow Glow -->
-    <radialGradient id="yellowGlow" cx="50%" cy="50%" r="50%">
-      <stop offset="0%" stop-color="#FBBC05" stop-opacity="1" />
-      <stop offset="30%" stop-color="#FBBC05" stop-opacity="1" />
-      <stop offset="100%" stop-color="#FBBC05" stop-opacity="0" />
-    </radialGradient>
-    <!-- Green Glow -->
-    <radialGradient id="greenGlow" cx="50%" cy="50%" r="50%">
-      <stop offset="0%" stop-color="#34A853" stop-opacity="1" />
-      <stop offset="30%" stop-color="#34A853" stop-opacity="1" />
-      <stop offset="100%" stop-color="#34A853" stop-opacity="0" />
-    </radialGradient>
-    
-    <!-- Logo Silhouette Mask -->
-    <mask id="logoMask">
-      <!-- Cup Body (Filled) with stroke to smooth corners -->
-      <path d="M 170 195 L 310 195 L 310 255 C 310 325 170 325 170 255 Z" fill="#FFFFFF" stroke="#FFFFFF" stroke-width="22" stroke-linejoin="round" />
-      <!-- Handle (Outline Only) -->
-      <path d="M 310 220 L 350 220 L 350 270 L 310 270" fill="none" stroke="#FFFFFF" stroke-width="22" stroke-linecap="round" stroke-linejoin="round" />
-    </mask>
-  </defs>
-  
-  <!-- Logo with Mesh Gradient (No Background) -->
-  <g mask="url(#logoMask)">
-    <!-- Base background: solid Blue on the right and center -->
-    <rect x="158" y="183" width="204" height="137" fill="#4285F4" />
-    
-    <!-- Red glow on the top-center/left -->
-    <circle cx="230" cy="180" r="105" fill="url(#redGlow)" />
-    
-    <!-- Yellow glow on the middle-left -->
-    <circle cx="150" cy="235" r="90" fill="url(#yellowGlow)" />
-    
-    <!-- Green glow on the bottom-left -->
-    <circle cx="170" cy="305" r="85" fill="url(#greenGlow)" />
-  </g>
-</svg>
diff --git a/pyproject.toml b/pyproject.toml
index e4f11d9..daa4e19 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,11 +14,11 @@
 
 [project]
 name = "artemis"
-version = "3.6.3"
-description = "Artemis Android Agent"
+version = "1.0"
+description = "Autonomous AI Assistant for Mobile Automation"
 
 authors = [
-    { name = "somew1nd", email = "wfq559@outlook.com" },
+    { name = "Farley Wang", email="farleyw@google.com" },
 ]
 
 requires-python = ">=3.12"
@@ -91,9 +91,15 @@ artemis-admin = "apps.admin_console.server:main"
 
 
 [build-system]
+# requires = ["uv_build>=0.7.20,<0.8.0"]
+# build-backend = "uv_build"
 requires = ["setuptools>=61.0", "Cython"]
 build-backend = "setuptools.build_meta"
 
+[tool.uv.build-backend]
+module-root = ""
+module-name = "artemis"
+
 [tool.ruff]
 # Exclude a variety of commonly ignored directories.
 exclude = [
@@ -135,7 +141,18 @@ target-version = "py312"
 # Enable Pyflakes (`F`) and a subset of the pycodestyle (`E`) codes by default.
 # Also enable TID (flake8-tidy-imports) to enforce absolute imports
 select = ["E", "F", "TID", "UP"]
-ignore = ["E501"]
+ignore = [
+    "E501", # Line too long
+    "E402", # Module level import not at top of file
+    "E712", # Avoid equality comparisons to True/False
+    "F401", # Unused imports
+    "F841", # Local variable is assigned to but never used
+    "UP035", # Deprecated import
+    "UP036", # Outdated version block
+    "UP042", # Class inherits from both str and enum.Enum
+    "UP046", # Generic class uses Generic subclass instead of type parameters
+    "UP047", # Generic function should use type parameters
+]
 
 # Allow fix for all enabled rules (when `--fix`) is provided.
 fixable = ["ALL"]
@@ -207,6 +224,9 @@ disable = [
     "R0801", # duplicate-code
 ]
 
+[tool.pyright]
+exclude = [".venv/**"]
+
 [dependency-groups]
 dev = [
     "ruff>=0.15.2",
@@ -216,3 +236,4 @@ dev = [
     "pyright>=1.1.389",
     "pre-commit>=3.5.0",
 ]
+
diff --git a/pyrightconfig.json b/pyrightconfig.json
deleted file mode 100644
index c6f60f5..0000000
--- a/pyrightconfig.json
+++ /dev/null
@@ -1,3 +0,0 @@
-{
-  "exclude": [".venv/**"]
-}
diff --git a/scripts/install_deps.ps1 b/scripts/install_deps.ps1
new file mode 100644
index 0000000..95d713d
--- /dev/null
+++ b/scripts/install_deps.ps1
@@ -0,0 +1,162 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+<#
+.SYNOPSIS
+    Artemis Smart Multi-Platform Dependency Installer for Windows (PowerShell).
+#>
+
+[CmdletBinding()]
+param(
+    [switch]$Launch = $false,
+    [switch]$Open = $false
+)
+
+$ErrorActionPreference = "Continue"
+[Console]::OutputEncoding = [System.Text.Encoding]::UTF8
+
+Write-Host "======================================================" -ForegroundColor Cyan
+Write-Host "   🚀 Artemis - Windows Smart Installer               " -ForegroundColor Cyan
+Write-Host "======================================================" -ForegroundColor Cyan
+Write-Host ""
+
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Definition
+$RootDir = Split-Path -Parent $ScriptDir
+Set-Location $RootDir
+
+function Update-EnvironmentPath {
+    $standardDirs = @(
+        "$env:LOCALAPPDATA\Microsoft\WinGet\Links",
+        "$env:LOCALAPPDATA\Android\Sdk\platform-tools",
+        "$env:ProgramFiles\Android\platform-tools",
+        "C:\ProgramData\chocolatey\bin",
+        "$env:USERPROFILE\scoop\shims",
+        "$env:USERPROFILE\.local\bin",
+        "$env:USERPROFILE\.cargo\bin"
+    )
+    $regPath = [Environment]::GetEnvironmentVariable("Path", "User") + ";" + [Environment]::GetEnvironmentVariable("Path", "Machine")
+    $currentPaths = ($env:PATH -split ";") + ($regPath -split ";") + $standardDirs | Where-Object { [string]::IsNullOrWhiteSpace($_) -eq $false -and (Test-Path $_) } | Select-Object -Unique
+    $env:PATH = $currentPaths -join ";"
+}
+
+function Test-CommandExists {
+    param([string]$Command)
+    $res = Get-Command $Command -ErrorAction SilentlyContinue
+    return ($null -ne $res)
+}
+
+# 0. Initial PATH refresh
+Update-EnvironmentPath
+
+# 1. Check System Dependencies (ADB, FFmpeg, scrcpy)
+Write-Host "1. Checking System Toolchains (ADB, FFmpeg, scrcpy)..." -ForegroundColor Yellow
+$missingTools = @()
+
+if (-not (Test-CommandExists "adb")) { $missingTools += "adb" }
+if (-not (Test-CommandExists "ffmpeg")) { $missingTools += "ffmpeg" }
+if (-not (Test-CommandExists "scrcpy")) { $missingTools += "scrcpy" }
+
+if ($missingTools.Count -eq 0) {
+    Write-Host "   ✔ All system toolchains are already installed (ADB, FFmpeg, scrcpy)." -ForegroundColor Green
+} else {
+    Write-Host "   ! Missing toolchains: $($missingTools -join ', ')" -ForegroundColor DarkYellow
+    Write-Host "   Attempting automatic installation via Windows Package Manager..." -ForegroundColor Gray
+
+    if (Test-CommandExists "winget") {
+        Write-Host "   Detected WinGet. Installing packages..." -ForegroundColor Cyan
+        if ($missingTools -contains "adb") {
+            Write-Host "   📦 Installing Google.PlatformTools (ADB)..." -ForegroundColor Cyan
+            winget install --id Google.PlatformTools -e --accept-source-agreements --accept-package-agreements --silent 2>$null | Out-Null
+        }
+        if ($missingTools -contains "ffmpeg") {
+            Write-Host "   📦 Installing Gyan.FFmpeg..." -ForegroundColor Cyan
+            winget install --id Gyan.FFmpeg -e --accept-source-agreements --accept-package-agreements --silent 2>$null | Out-Null
+        }
+        if ($missingTools -contains "scrcpy") {
+            Write-Host "   📦 Installing Genymobile.scrcpy..." -ForegroundColor Cyan
+            winget install --id Genymobile.scrcpy -e --accept-source-agreements --accept-package-agreements --silent 2>$null | Out-Null
+        }
+    } elseif (Test-CommandExists "choco") {
+        Write-Host "   Detected Chocolatey. Installing packages..." -ForegroundColor Cyan
+        choco install ($missingTools -join " ") -y | Out-Null
+    } elseif (Test-CommandExists "scoop") {
+        Write-Host "   Detected Scoop. Installing packages..." -ForegroundColor Cyan
+        scoop install ($missingTools -join " ") | Out-Null
+    }
+
+    Update-EnvironmentPath
+}
+
+# 2. Check and Install uv (Fast Python Package Manager)
+Write-Host "`n2. Checking Python Package Manager (uv)..." -ForegroundColor Yellow
+if (-not (Test-CommandExists "uv")) {
+    Write-Host "   uv not found. Installing Astral uv..." -ForegroundColor Cyan
+    powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
+    Update-EnvironmentPath
+}
+
+if (Test-CommandExists "uv") {
+    $uvVer = uv --version
+    Write-Host "   ✔ uv is ready ($uvVer)" -ForegroundColor Green
+} else {
+    Write-Host "   ✗ Failed to detect uv in PATH." -ForegroundColor Red
+    Exit 1
+}
+
+# 3. Setup Python Runtime & Sync Dependencies
+Write-Host "`n3. Configuring Python Runtime & Syncing Dependencies..." -ForegroundColor Yellow
+Write-Host "   📦 Running uv sync (auto-provisioning Python >=3.12 & dependencies)..." -ForegroundColor Cyan
+uv sync
+Write-Host "   ✔ Dependencies synced successfully." -ForegroundColor Green
+
+# 4. Check .env Configuration
+Write-Host "`n4. Checking Environment Configuration (.env)..." -ForegroundColor Yellow
+if (-not (Test-Path ".env")) {
+    if (Test-Path ".env.example") {
+        Copy-Item ".env.example" ".env"
+        Write-Host "   ✔ Created .env template from .env.example." -ForegroundColor Green
+    } else {
+        New-Item -ItemType File -Path ".env" | Out-Null
+        Write-Host "   ✔ Created empty .env file." -ForegroundColor Green
+    }
+} else {
+    Write-Host "   ✔ .env configuration file exists." -ForegroundColor Green
+}
+
+# 5. Toolchain Readiness Summary
+Write-Host "`n5. Toolchain Readiness Summary:" -ForegroundColor Yellow
+$tools = @("adb", "ffmpeg", "scrcpy", "uv")
+foreach ($t in $tools) {
+    if (Test-CommandExists $t) {
+        $p = (Get-Command $t).Source
+        Write-Host "   ✔ $t -> $p" -ForegroundColor Green
+    } else {
+        Write-Host "   ○ $t -> Not found in PATH (Fallbacks active)" -ForegroundColor DarkYellow
+    }
+}
+
+Write-Host ""
+Write-Host "======================================================" -ForegroundColor Cyan
+Write-Host "   ✨ Artemis Environment Ready!                      " -ForegroundColor Green
+Write-Host "======================================================" -ForegroundColor Cyan
+
+if ($Launch -or $Open) {
+    Write-Host "🚀 Launching Showcase UI..." -ForegroundColor Green
+    uv run artemis ui --open
+} else {
+    Write-Host "To start the Showcase UI and interactive onboarding:" -ForegroundColor White
+    Write-Host "  👉 .\start.bat   (or: uv run artemis ui)" -ForegroundColor Cyan
+    Write-Host ""
+}
+
diff --git a/scripts/install_deps.sh b/scripts/install_deps.sh
new file mode 100755
index 0000000..421faf1
--- /dev/null
+++ b/scripts/install_deps.sh
@@ -0,0 +1,285 @@
+#!/usr/bin/env bash
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+set -euo pipefail
+
+# Visual styling
+BOLD='\033[1m'
+GREEN='\033[0;32m'
+BLUE='\033[0;34m'
+YELLOW='\033[1;33m'
+RED='\033[0;31m'
+CYAN='\033[0;36m'
+DIM='\033[2m'
+NC='\033[0m'
+
+AUTO_LAUNCH=false
+for arg in "$@"; do
+    case "${arg}" in
+        --launch|-l|--open)
+            AUTO_LAUNCH=true
+            ;;
+    esac
+done
+
+echo -e "${BOLD}${CYAN}======================================================${NC}"
+echo -e "${BOLD}${CYAN}   🚀 Artemis - Smart Multi-Platform Installer        ${NC}"
+echo -e "${BOLD}${CYAN}======================================================${NC}"
+echo ""
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+ROOT_DIR="$(cd "${SCRIPT_DIR}/.." && pwd)"
+cd "${ROOT_DIR}"
+
+# Normalize PATH with standard platform binary paths
+STANDARD_PATHS=(
+    "/opt/homebrew/bin"
+    "/opt/homebrew/sbin"
+    "/usr/local/bin"
+    "/usr/local/sbin"
+    "${HOME}/.local/bin"
+    "${HOME}/.cargo/bin"
+    "${HOME}/Library/Android/sdk/platform-tools"
+    "${HOME}/Android/Sdk/platform-tools"
+)
+for p in "${STANDARD_PATHS[@]}"; do
+    if [ -d "${p}" ] && [[ ":${PATH}:" != *":${p}:"* ]]; then
+        export PATH="${p}:${PATH}"
+    fi
+done
+
+OS_TYPE="$(uname -s)"
+ARCH_TYPE="$(uname -m)"
+
+# Helper to check command availability
+has_cmd() {
+    command -v "$1" >/dev/null 2>&1
+}
+
+echo -e "${BOLD}1. Detecting Operating System & Environment...${NC}"
+echo -e "   Platform: ${BLUE}${OS_TYPE}${NC} (${ARCH_TYPE})"
+echo -e "   Root Dir: ${DIM}${ROOT_DIR}${NC}"
+
+# Function to install system toolchains (ADB, FFmpeg, scrcpy)
+install_system_packages() {
+    echo -e "\n${BOLD}2. Checking System Toolchains (ADB, FFmpeg, scrcpy)...${NC}"
+
+    local need_adb=false
+    local need_ffmpeg=false
+    local need_scrcpy=false
+
+    if ! has_cmd adb; then need_adb=true; fi
+    if ! has_cmd ffmpeg; then need_ffmpeg=true; fi
+    if ! has_cmd scrcpy; then need_scrcpy=true; fi
+
+    if [ "${need_adb}" = false ] && [ "${need_ffmpeg}" = false ] && [ "${need_scrcpy}" = false ]; then
+        echo -e "   ${GREEN}✓ All core system tools are already installed.${NC}"
+        return 0
+    fi
+
+    echo -e "   ${YELLOW}! Missing toolchains detected:${NC}"
+    [ "${need_adb}" = true ] && echo -e "     • [ADB] Android Debug Bridge"
+    [ "${need_ffmpeg}" = true ] && echo -e "     • [FFmpeg] Video encoding/trimming framework"
+    [ "${need_scrcpy}" = true ] && echo -e "     • [scrcpy] Real-time Android screen mirroring"
+
+    echo -e "   Attempting automated installation..."
+
+    if [ "${OS_TYPE}" = "Darwin" ]; then
+        # Ensure Homebrew environment variables to prevent hanging
+        export HOMEBREW_NO_AUTO_UPDATE=1
+        export HOMEBREW_NO_INSTALL_CLEANUP=1
+        export HOMEBREW_NO_ENV_HINTS=1
+
+        if ! has_cmd brew; then
+            if [ -x "/opt/homebrew/bin/brew" ]; then
+                eval "$(/opt/homebrew/bin/brew shellenv)"
+            elif [ -x "/usr/local/bin/brew" ]; then
+                eval "$(/usr/local/bin/brew shellenv)"
+            fi
+        fi
+
+        if has_cmd brew; then
+            echo -e "   ${CYAN}Detected Homebrew ($(brew --version | head -n1)). Installing missing components...${NC}"
+            if [ "${need_adb}" = true ]; then
+                echo -e "   📦 Installing ${BOLD}android-platform-tools${NC}..."
+                brew install --cask android-platform-tools || brew install android-platform-tools || true
+            fi
+            if [ "${need_ffmpeg}" = true ]; then
+                echo -e "   📦 Installing ${BOLD}ffmpeg${NC}..."
+                brew install ffmpeg || true
+            fi
+            if [ "${need_scrcpy}" = true ]; then
+                echo -e "   📦 Installing ${BOLD}scrcpy${NC}..."
+                brew install scrcpy || true
+            fi
+        else
+            echo -e "   ${YELLOW}⚠ Homebrew not found. Please install Homebrew or install tools manually:${NC}"
+            echo -e "     /bin/bash -c \"\$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)\""
+            echo -e "     brew install --cask android-platform-tools && brew install ffmpeg scrcpy"
+        fi
+
+    elif [ "${OS_TYPE}" = "Linux" ]; then
+        SUDO_CMD=""
+        if [ "$(id -u)" -ne 0 ]; then
+            if has_cmd sudo; then
+                SUDO_CMD="sudo"
+            else
+                echo -e "   ${YELLOW}⚠ Root/sudo privileges not detected. Please install system tools with your package manager.${NC}"
+            fi
+        fi
+
+        if has_cmd apt-get; then
+            echo -e "   ${CYAN}Detected Debian/Ubuntu (apt-get). Synchronizing and installing...${NC}"
+            PKGS=()
+            [ "${need_adb}" = true ] && PKGS+=("adb")
+            [ "${need_ffmpeg}" = true ] && PKGS+=("ffmpeg")
+            [ "${need_scrcpy}" = true ] && PKGS+=("scrcpy")
+            PKGS+=("curl" "git")
+
+            if [ -n "${SUDO_CMD}" ] || [ "$(id -u)" -eq 0 ]; then
+                ${SUDO_CMD} apt-get update -qq || true
+                ${SUDO_CMD} apt-get install -y "${PKGS[@]}" || true
+            fi
+        elif has_cmd dnf; then
+            echo -e "   ${CYAN}Detected Fedora/RHEL (dnf). Installing packages...${NC}"
+            PKGS=()
+            [ "${need_adb}" = true ] && PKGS+=("android-tools")
+            [ "${need_ffmpeg}" = true ] && PKGS+=("ffmpeg")
+            [ "${need_scrcpy}" = true ] && PKGS+=("scrcpy")
+            PKGS+=("curl" "git")
+
+            if [ -n "${SUDO_CMD}" ] || [ "$(id -u)" -eq 0 ]; then
+                ${SUDO_CMD} dnf install -y "${PKGS[@]}" || true
+            fi
+        elif has_cmd pacman; then
+            echo -e "   ${CYAN}Detected Arch Linux (pacman). Installing packages...${NC}"
+            PKGS=()
+            [ "${need_adb}" = true ] && PKGS+=("android-tools")
+            [ "${need_ffmpeg}" = true ] && PKGS+=("ffmpeg")
+            [ "${need_scrcpy}" = true ] && PKGS+=("scrcpy")
+            PKGS+=("curl" "git")
+
+            if [ -n "${SUDO_CMD}" ] || [ "$(id -u)" -eq 0 ]; then
+                ${SUDO_CMD} pacman -S --noconfirm "${PKGS[@]}" || true
+            fi
+        fi
+    fi
+}
+
+# Function to ensure uv is installed and ready
+ensure_uv() {
+    echo -e "\n${BOLD}3. Checking Python Package Manager (uv)...${NC}"
+    if ! has_cmd uv; then
+        echo -e "   ${YELLOW}uv not found. Installing Astral uv (ultra-fast Python package manager)...${NC}"
+        curl -LsSf https://astral.sh/uv/install.sh | sh
+        export PATH="${HOME}/.local/bin:${HOME}/.cargo/bin:${PATH}"
+    fi
+
+    # Explicitly persist PATH to shell configuration files if not present
+    local export_line='export PATH="$HOME/.local/bin:$HOME/.cargo/bin:$PATH"'
+    for rc in "${HOME}/.bashrc" "${HOME}/.zshrc" "${HOME}/.profile"; do
+        if [ -f "${rc}" ]; then
+            if ! grep -qs 'HOME/\.local/bin' "${rc}"; then
+                echo -e "\n# Added by Artemis installer\n${export_line}" >> "${rc}"
+            fi
+        fi
+    done
+
+    # If /usr/local/bin is writable or sudo is available, try to create a symlink to make it available immediately
+    local uv_bin=""
+    if [ -x "${HOME}/.local/bin/uv" ]; then
+        uv_bin="${HOME}/.local/bin/uv"
+    elif command -v uv >/dev/null 2>&1; then
+        uv_bin="$(command -v uv)"
+    fi
+
+    if [ -n "${uv_bin}" ]; then
+        if [ -w "/usr/local/bin" ]; then
+            ln -sf "${uv_bin}" /usr/local/bin/uv 2>/dev/null || true
+            [ -x "${HOME}/.local/bin/uvx" ] && ln -sf "${HOME}/.local/bin/uvx" /usr/local/bin/uvx 2>/dev/null || true
+        elif has_cmd sudo; then
+            sudo -n ln -sf "${uv_bin}" /usr/local/bin/uv 2>/dev/null || true
+            [ -x "${HOME}/.local/bin/uvx" ] && sudo -n ln -sf "${HOME}/.local/bin/uvx" /usr/local/bin/uvx 2>/dev/null || true
+        fi
+    fi
+
+    if has_cmd uv; then
+        echo -e "   ${GREEN}✓ uv is ready ($(uv --version))${NC}"
+    else
+        echo -e "   ${RED}✗ Failed to find uv in PATH. Please add ~/.local/bin to your PATH.${NC}"
+        exit 1
+    fi
+}
+
+# Function to setup Python runtime and sync dependencies
+setup_python_env() {
+    echo -e "\n${BOLD}4. Configuring Python Runtime & Syncing Dependencies...${NC}"
+    echo -e "   ${BLUE}📦 Running uv sync (auto-provisioning Python >=3.12 & dependencies)...${NC}"
+    uv sync
+    echo -e "   ${GREEN}✓ Python runtime and dependencies synced successfully.${NC}"
+}
+
+# Function to initialize .env configuration
+setup_env_file() {
+    echo -e "\n${BOLD}5. Checking Environment Configuration (.env)...${NC}"
+    if [ ! -f ".env" ]; then
+        if [ -f ".env.example" ]; then
+            cp .env.example .env
+            echo -e "   ${GREEN}✓ Created .env template from .env.example.${NC}"
+        else
+            touch .env
+            echo -e "   ${GREEN}✓ Created empty .env file.${NC}"
+        fi
+    else
+        echo -e "   ${GREEN}✓ .env configuration file exists.${NC}"
+    fi
+}
+
+# Function to display system readiness report
+verify_readiness() {
+    echo -e "\n${BOLD}6. Toolchain Readiness Summary:${NC}"
+
+    local tools=("adb" "ffmpeg" "scrcpy" "uv" "python3")
+    for t in "${tools[@]}"; do
+        if has_cmd "$t"; then
+            local loc
+            loc="$(command -v "$t")"
+            echo -e "   ${GREEN}✔ ${t}${NC} -> ${DIM}${loc}${NC}"
+        else
+            echo -e "   ${YELLOW}○ ${t}${NC} -> ${YELLOW}Not found in PATH (Fallbacks active)${NC}"
+        fi
+    done
+}
+
+# Run setup workflow
+install_system_packages
+ensure_uv
+setup_python_env
+setup_env_file
+verify_readiness
+
+echo -e "\n${BOLD}${CYAN}======================================================${NC}"
+echo -e "${BOLD}${GREEN}   ✨ Artemis Environment Ready!                      ${NC}"
+echo -e "${BOLD}${CYAN}======================================================${NC}"
+
+if [ "${AUTO_LAUNCH}" = true ]; then
+    echo -e "\n${GREEN}🚀 Auto-launching Showcase UI...${NC}"
+    exec uv run artemis ui --open
+else
+    echo -e "To launch the unified UI & live device onboarding:"
+    echo -e "  👉 ${BOLD}${CYAN}./start.sh${NC}   (Recommended - automatically sets up environment)"
+    echo -e "  👉 ${BOLD}source ~/.bashrc && uv run artemis ui${NC} (or open a new terminal tab)"
+    echo ""
+fi
diff --git a/scripts/run_ui.py b/scripts/run_ui.py
new file mode 100755
index 0000000..1d6aee5
--- /dev/null
+++ b/scripts/run_ui.py
@@ -0,0 +1,140 @@
+#!/usr/bin/env python3
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Artemis UI Quick Launcher (run_ui.py)
+
+Fastest and simplest way to launch the Artemis Web UI across all platforms:
+- Automatically detects if the UI is already running and opens the browser directly.
+- Uses uv or existing virtualenv seamlessly.
+- Zero-configuration one-click start.
+"""
+
+import argparse
+import os
+from pathlib import Path
+import socket
+import subprocess
+import sys
+import urllib.request
+import webbrowser
+
+ROOT_DIR = Path(__file__).resolve().parent.parent
+
+
+def is_port_in_use(port: int, host: str = "127.0.0.1") -> bool:
+    """Check whether a TCP port is in use."""
+    with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
+        s.settimeout(0.5)
+        return s.connect_ex((host, port)) == 0
+
+
+def is_artemis_ui_responsive(url: str, timeout: float = 1.0) -> bool:
+    """Check if Artemis UI server is responding on given URL."""
+    try:
+        req = urllib.request.Request(url, headers={"User-Agent": "Artemis-QuickLauncher/1.0"})
+        with urllib.request.urlopen(req, timeout=timeout) as resp:
+            return resp.status in (200, 304)
+    except Exception:
+        return False
+
+
+def find_python_executable() -> str:
+    """Find the best Python executable (.venv or system)."""
+    # 1. Check local .venv
+    venv_py = (
+        ROOT_DIR
+        / ".venv"
+        / ("Scripts" if os.name == "nt" else "bin")
+        / ("python.exe" if os.name == "nt" else "python")
+    )
+    if venv_py.is_file() and os.access(venv_py, os.X_OK if os.name != "nt" else os.F_OK):
+        return str(venv_py)
+
+    # 2. Return current sys.executable
+    return sys.executable
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(
+        description="✨ One-click launcher for Artemis Mobile Agent UI",
+        formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+    )
+    parser.add_argument("-p", "--port", type=int, default=8000, help="Port to run UI on")
+    parser.add_argument("-H", "--host", type=str, default="0.0.0.0", help="Host address to bind")
+    parser.add_argument("--no-open", action="store_true", help="Do not automatically open browser")
+    parser.add_argument(
+        "--reload", action="store_true", help="Enable uvicorn auto-reload for development"
+    )
+    args, unknown = parser.parse_known_args()
+
+    ui_url = f"http://localhost:{args.port}"
+    admin_url = f"http://localhost:{args.port}/admin"
+
+    print("\033[1;36m" + "=" * 56 + "\033[0m")
+    print("\033[1;36m      ✨ Artemis Autonomous Mobile Agent UI          \033[0m")
+    print("\033[1;36m" + "=" * 56 + "\033[0m\n")
+
+    # Check if server is already running
+    if is_port_in_use(args.port):
+        if is_artemis_ui_responsive(ui_url):
+            print(f"\033[1;32m✓ Artemis UI is already running at:\033[0m \033[1;36m{ui_url}\033[0m")
+            print(f"\033[1;35m🛠️ Admin Console:\033[0m \033[1;36m{admin_url}\033[0m\n")
+            if not args.no_open:
+                print("🌐 Opening browser...")
+                webbrowser.open(ui_url)
+            return
+        else:
+            print(f"\033[1;33m⚠️ Port {args.port} is in use by another process.\033[0m")
+            print("Attempting to connect or start on specified port...")
+
+    # Choose execution engine: uv run artemis ui > direct python
+    has_uv = (
+        subprocess.run(
+            ["which", "uv"] if os.name != "nt" else ["where", "uv"],
+            stdout=subprocess.DEVNULL,
+            stderr=subprocess.DEVNULL,
+        ).returncode
+        == 0
+    )
+
+    cmd = []
+    if has_uv and (ROOT_DIR / "pyproject.toml").exists():
+        cmd = ["uv", "run", "artemis", "ui", "--port", str(args.port), "--host", args.host]
+        if args.no_open:
+            cmd.append("--no-open")
+        if args.reload:
+            cmd.append("--reload")
+    else:
+        python_bin = find_python_executable()
+        # Set PYTHONPATH so apps and artemis are importable
+        env = os.environ.copy()
+        env["PYTHONPATH"] = (
+            f"{ROOT_DIR}{os.pathsep}{ROOT_DIR / 'apps'}{os.pathsep}{env.get('PYTHONPATH', '')}"
+        )
+        cmd = [python_bin, "-m", "artemis", "ui", "--port", str(args.port), "--host", args.host]
+        if args.no_open:
+            cmd.append("--no-open")
+        if args.reload:
+            cmd.append("--reload")
+
+    try:
+        # Run the server
+        subprocess.run(cmd, cwd=str(ROOT_DIR))
+    except KeyboardInterrupt:
+        print("\n\033[1;33m🛑 Artemis UI server stopped.\033[0m")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/start.ps1 b/scripts/start.ps1
new file mode 100644
index 0000000..99c316a
--- /dev/null
+++ b/scripts/start.ps1
@@ -0,0 +1,106 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+[CmdletBinding()]
+param(
+    [int]$Port = 8000,
+    [switch]$NoOpen = $false
+)
+
+$ErrorActionPreference = "Continue"
+[Console]::OutputEncoding = [System.Text.Encoding]::UTF8
+
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Definition
+$RootDir = Split-Path -Parent $ScriptDir
+Set-Location $RootDir
+
+Write-Host "======================================================" -ForegroundColor Cyan
+Write-Host "      ✨ Artemis Autonomous Mobile Agent UI          " -ForegroundColor Cyan
+Write-Host "======================================================" -ForegroundColor Cyan
+Write-Host ""
+
+function Update-EnvironmentPath {
+    $standardDirs = @(
+        "$env:LOCALAPPDATA\Microsoft\WinGet\Links",
+        "$env:LOCALAPPDATA\Android\Sdk\platform-tools",
+        "$env:ProgramFiles\Android\platform-tools",
+        "C:\ProgramData\chocolatey\bin",
+        "$env:USERPROFILE\scoop\shims",
+        "$env:USERPROFILE\.local\bin",
+        "$env:USERPROFILE\.cargo\bin"
+    )
+    $regPath = [Environment]::GetEnvironmentVariable("Path", "User") + ";" + [Environment]::GetEnvironmentVariable("Path", "Machine")
+    $currentPaths = ($env:PATH -split ";") + ($regPath -split ";") + $standardDirs | Where-Object { [string]::IsNullOrWhiteSpace($_) -eq $false -and (Test-Path $_) } | Select-Object -Unique
+    $env:PATH = $currentPaths -join ";"
+}
+
+function Test-CommandExists {
+    param([string]$Command)
+    $res = Get-Command $Command -ErrorAction SilentlyContinue
+    return ($null -ne $res)
+}
+
+# 1. Refresh PATH with standard toolchain paths
+Update-EnvironmentPath
+
+# 2. Check or install uv
+if (-not (Test-CommandExists "uv")) {
+    Write-Host "⚡ uv not found. Installing Astral uv..." -ForegroundColor Yellow
+    powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
+    Update-EnvironmentPath
+}
+
+# 3. Check and try installing missing system toolchains (ADB, FFmpeg, scrcpy)
+$missingCore = @()
+if (-not (Test-CommandExists "adb")) { $missingCore += "adb" }
+if (-not (Test-CommandExists "ffmpeg")) { $missingCore += "ffmpeg" }
+if (-not (Test-CommandExists "scrcpy")) { $missingCore += "scrcpy" }
+
+if ($missingCore.Count -gt 0) {
+    if (Test-CommandExists "winget") {
+        Write-Host "⚡ Auto-installing missing components ($($missingCore -join ', '))..." -ForegroundColor DarkYellow
+        if ($missingCore -contains "adb") {
+            winget install --id Google.PlatformTools -e --accept-source-agreements --accept-package-agreements --silent 2>$null | Out-Null
+        }
+        if ($missingCore -contains "ffmpeg") {
+            winget install --id Gyan.FFmpeg -e --accept-source-agreements --accept-package-agreements --silent 2>$null | Out-Null
+        }
+        if ($missingCore -contains "scrcpy") {
+            winget install --id Genymobile.scrcpy -e --accept-source-agreements --accept-package-agreements --silent 2>$null | Out-Null
+        }
+        Update-EnvironmentPath
+    }
+}
+
+# 4. Check or initialize .env
+if (-not (Test-Path ".env")) {
+    if (Test-Path ".env.example") {
+        Copy-Item ".env.example" ".env"
+        Write-Host "   ✔ Initialized .env configuration file." -ForegroundColor Green
+    } else {
+        New-Item -ItemType File -Path ".env" | Out-Null
+    }
+}
+
+# 5. Synchronize dependencies
+Write-Host "   📦 Synchronizing Python runtime and project dependencies..." -ForegroundColor Cyan
+uv sync --quiet
+
+# 6. Launch unified Showcase UI & open browser
+Write-Host "   🚀 Launching Artemis Showcase UI & Admin Console..." -ForegroundColor Green
+if ($NoOpen) {
+    uv run artemis ui --port $Port --no-open
+} else {
+    uv run artemis ui --port $Port --open
+}
diff --git a/setup.py b/setup.py
index 43041dc..bb9c33f 100644
--- a/setup.py
+++ b/setup.py
@@ -15,12 +15,10 @@
 import os
 from pathlib import Path
 from setuptools import Extension, find_namespace_packages, setup
-from setuptools.command.build_py import build_py
 
 USE_CYTHON = os.environ.get("USE_CYTHON", "0") == "1"
 
 ext_modules = []
-cmdclass = {}
 
 if USE_CYTHON:
     from Cython.Build import cythonize
@@ -30,58 +28,37 @@ if USE_CYTHON:
     extensions = []
     src_dir = Path("artemis")
 
-    # 1. Recursively find all .py files inside the src/ directory
+    # Recursively find all .py files inside the artemis/ directory for optional acceleration
     for py_file in src_dir.rglob("*.py"):
-        # Get the path relative to src/ (e.g., mypackage/subfolder/module.py)
         rel_path = py_file.relative_to(src_dir)
-
-        # Convert path into a Python module name (e.g., artemis.subfolder.module)
         mod_parts = ("artemis",) + rel_path.with_suffix("").parts
         module_name = ".".join(mod_parts)
 
-        # PREVENT CYTHON CRASH: Skip rogue __init__.py files at the root of src/
         if module_name in (
             "artemis.__init__",
             "artemis.main",
             "artemis.mcp.adb_server",
             "artemis.mcp.xml_search_server",
         ):
-            print(f"Skipping init/main file from Cython: {py_file}")
             continue
 
-        # 2. Create an Extension for this specific file
         extensions.append(Extension(module_name, [str(py_file)]))
 
-    # Compile all found extensions
     ext_modules = cythonize(
         extensions,
         compiler_directives={"language_level": "3"},
         build_dir="build/cythonized",
     )
 
-    # 3. Prevent packaging original .py source files (except main and __init__) and intermediate .c files
-    class BuildPyExcludeSource(build_py):
-        def find_package_modules(self, package, package_dir):
-            modules = super().find_package_modules(package, package_dir)
-            return [
-                m
-                for m in modules
-                if m[1] in ("main", "__init__", "adb_server", "xml_search_server")
-            ]
-
-        def find_data_files(self, package, package_dir):
-            data_files = super().find_data_files(package, package_dir)
-            return [f for f in data_files if not f.endswith(".c")]
-
-    cmdclass["build_py"] = BuildPyExcludeSource
-
 setup(
     name="artemis",
-    version="3.6.3",
+    version="1.0",
     packages=find_namespace_packages(
         include=[
             "artemis",
             "artemis.*",
+            "mcp_server",
+            "mcp_server.*",
             "apps",
             "apps.*",
             "admin_console",
@@ -99,6 +76,5 @@ setup(
     },
     include_package_data=True,
     ext_modules=ext_modules,
-    cmdclass=cmdclass,
     exclude_package_data={"": ["*.c", "*.pyx", "*.pxd", "*.cpp"]},
 )
diff --git a/src/app/pages/workspace/workspace.component.html b/src/app/pages/workspace/workspace.component.html
deleted file mode 100644
index e103933..0000000
--- a/src/app/pages/workspace/workspace.component.html
+++ /dev/null
@@ -1,42 +0,0 @@
-<!--
- Copyright 2026 Google LLC
-
- Licensed under the Apache License, Version 2.0 (the "License");
- you may not use this file except in compliance with the License.
- You may obtain a copy of the License at
-
-     http://www.apache.org/licenses/LICENSE-2.0
-
- Unless required by applicable law or agreed to in writing, software
- distributed under the License is distributed on an "AS IS" BASIS,
- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- See the License for the specific language governing permissions and
- limitations under the License.
--->
-
-<div class="workspace-container" [class.is-resizing]="isDragging">
-  <!-- Aurora Background Glow Elements -->
-  <div class="aurora-background">
-    <div class="glow glow-1"></div>
-    <div class="glow glow-2"></div>
-    <div class="glow glow-3"></div>
-  </div>
-
-  <!-- Left Main Panel: Raw Agent Log Stream -->
-  <main class="left-panel glass-panel">
-    <app-agent-stream></app-agent-stream>
-  </main>
-
-  <!-- Split Pane Drag Resizer -->
-  <div class="resizer" (mousedown)="onDragStart($event)">
-    <div class="resizer-handle"></div>
-  </div>
-
-  <!-- Right Sidebar Panel: Chat Interface Mock -->
-  <aside class="right-panel" [style.width.px]="rightPanelWidth">
-    <app-chat-interface></app-chat-interface>
-  </aside>
-
-  <!-- Floating Video Replay Player Modal / Window -->
-  <app-floating-video-player></app-floating-video-player>
-</div>
diff --git a/src/app/pages/workspace/workspace.component.scss b/src/app/pages/workspace/workspace.component.scss
deleted file mode 100644
index 0b2ac7a..0000000
--- a/src/app/pages/workspace/workspace.component.scss
+++ /dev/null
@@ -1,123 +0,0 @@
-/**
- * Copyright 2026 Google LLC
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-$bg-base: #e2e5ea;
-$glass-bg: rgba(255, 255, 255, 0.45);
-$glass-border: rgba(255, 255, 255, 0.6);
-
-.workspace-container {
-  position: relative;
-  display: flex;
-  height: 100vh;
-  width: 100vw;
-  background-color: $bg-base;
-  overflow: hidden;
-
-  &.is-resizing {
-    cursor: col-resize;
-    user-select: none;
-  }
-
-  /* --- Dynamic Aurora Background --- */
-  .aurora-background {
-    display: none;
-  }
-
-  /* --- Glassmorphism Panel --- */
-  .glass-panel {
-    position: relative;
-    z-index: 1; 
-    background: #f4fafb;
-    border: none;
-    box-shadow: none; 
-  }
-
-  .left-panel {
-    flex: 1 0 500px; 
-    display: flex;
-    flex-direction: column;
-    overflow: hidden;
-    background: #f4fafb; 
-    border-right: 1px solid #e2e8f0;
-    border-left: none;
-    border-top: none;
-    border-bottom: none;
-    min-width: 450px;
-  }
-
-  .right-panel {
-    flex: 0 1 auto; 
-    min-width: 250px;
-    max-width: 100%;
-    padding: 0;
-    border: none;
-    background-color: #ffffff;
-    box-shadow: -6px 0 24px rgba(0, 0, 0, 0.03);
-    height: 100%;
-    display: flex;
-    flex-direction: column;
-    box-sizing: border-box;
-    z-index: 2;
-  }
-
-  .resizer {
-    width: 12px;
-    cursor: col-resize;
-    display: flex;
-    align-items: center;
-    justify-content: center;
-    z-index: 10;
-    transition: background 0.2s ease;
-    margin: 0 -6px;
-
-    &:hover, .workspace-container.is-resizing & {
-      background: rgba(255, 255, 255, 0.15);
-      
-      .resizer-handle {
-        background: rgba(94, 114, 228, 0.8);
-        height: 60px;
-      }
-    }
-
-    .resizer-handle {
-      width: 4px;
-      height: 40px;
-      background: rgba(0, 0, 0, 0.15);
-      border-radius: 4px;
-      transition: all 0.2s ease;
-    }
-  }
-
-  /* When viewport shrinks to approximately 2/3 of standard desktop width (<= 1150px), hide right panel and leave only agent-stream */
-  @media (max-width: 1150px) {
-    .right-panel, .resizer {
-      display: none !important;
-    }
-
-    .left-panel {
-      border-right: none !important;
-      width: 100% !important;
-      flex: 1 1 100% !important;
-      min-width: 0 !important;
-    }
-  }
-}
-
-@keyframes aurora-drift {
-  0% { transform: translate(0, 0) scale(1); }
-  50% { transform: translate(5%, 3%) scale(1.05); }
-  100% { transform: translate(-2%, -5%) scale(0.95); }
-}
diff --git a/src/app/pages/workspace/workspace.component.ts b/src/app/pages/workspace/workspace.component.ts
deleted file mode 100644
index 40088da..0000000
--- a/src/app/pages/workspace/workspace.component.ts
+++ /dev/null
@@ -1,69 +0,0 @@
-/**
- * Copyright 2026 Google LLC
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-import { Component, HostListener } from '@angular/core';
-import { CommonModule } from '@angular/common';
-import { AgentStreamComponent } from '../../components/agent-stream/agent-stream.component';
-import { ChatInterfaceComponent } from '../../components/chat-interface/chat-interface.component';
-import { FloatingVideoPlayerComponent } from '../../components/floating-video-player/floating-video-player.component';
-
-@Component({
-  selector: 'app-workspace',
-  standalone: true,
-  imports: [CommonModule, AgentStreamComponent, ChatInterfaceComponent, FloatingVideoPlayerComponent],
-  templateUrl: './workspace.component.html',
-  styleUrl: './workspace.component.scss'
-})
-export class WorkspaceComponent {
-  // Default right panel width to 1/3 of the screen (or 450px as fallback)
-  public rightPanelWidth = typeof window !== 'undefined' ? Math.round(window.innerWidth / 3) : 450;
-  public isDragging = false;
-
-  /**
-   * Handle mouse down on resizer bar to start dragging
-   */
-  public onDragStart(event: MouseEvent): void {
-    this.isDragging = true;
-    event.preventDefault(); // Prevent text selection highlight during resize drag
-  }
-
-  /**
-   * Listen to global mousemove events to adjust the width dynamically
-   */
-  @HostListener('document:mousemove', ['$event'])
-  public onMouseMove(event: MouseEvent): void {
-    if (!this.isDragging) {
-      return;
-    }
-
-    const newWidth = window.innerWidth - event.clientX;
-    const minWidth = 250;
-    const maxWidth = window.innerWidth - 300;
-
-    // Apply boundary limits to prevent panels from shrinking too much
-    if (newWidth >= minWidth && newWidth <= maxWidth) {
-      this.rightPanelWidth = newWidth;
-    }
-  }
-
-  /**
-   * Listen to global mouseup events to stop resizing
-   */
-  @HostListener('document:mouseup')
-  public onMouseUp(): void {
-    this.isDragging = false;
-  }
-}
diff --git a/start.bat b/start.bat
new file mode 100644
index 0000000..d527b27
--- /dev/null
+++ b/start.bat
@@ -0,0 +1,35 @@
+@echo off
+rem Copyright 2026 Google LLC
+rem
+rem Licensed under the Apache License, Version 2.0 (the "License");
+rem you may not use this file except in compliance with the License.
+rem You may obtain a copy of the License at
+rem
+rem     http://www.apache.org/licenses/LICENSE-2.0
+rem
+rem Unless required by applicable law or agreed to in writing, software
+rem distributed under the License is distributed on an "AS IS" BASIS,
+rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+rem See the License for the specific language governing permissions and
+rem limitations under the License.
+
+chcp 65001 >nul 2>&1
+setlocal EnableDelayedExpansion
+title Artemis Mobile Agent UI
+
+cd /d "%~dp0"
+
+echo ======================================================
+echo       Artemis Autonomous Mobile Agent UI
+echo ======================================================
+echo.
+
+rem Run the PowerShell bootstrap with execution policy bypass
+powershell -NoProfile -ExecutionPolicy Bypass -File "%~dp0scripts\start.ps1" %*
+
+if %ERRORLEVEL% NEQ 0 (
+    echo.
+    echo An error occurred while starting Artemis.
+    pause
+)
+
diff --git a/start.sh b/start.sh
new file mode 100755
index 0000000..9c98493
--- /dev/null
+++ b/start.sh
@@ -0,0 +1,117 @@
+#!/usr/bin/env bash
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+set -euo pipefail
+
+BOLD='\033[1m'
+GREEN='\033[0;32m'
+BLUE='\033[0;34m'
+YELLOW='\033[1;33m'
+CYAN='\033[0;36m'
+NC='\033[0m'
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+cd "${SCRIPT_DIR}"
+
+echo -e "${BOLD}${CYAN}======================================================${NC}"
+echo -e "${BOLD}${CYAN}      ✨ Artemis Autonomous Mobile Agent UI          ${NC}"
+echo -e "${BOLD}${CYAN}======================================================${NC}"
+echo ""
+
+# 1. Normalize PATH with standard toolchain and package manager paths
+STANDARD_PATHS=(
+    "/opt/homebrew/bin"
+    "/opt/homebrew/sbin"
+    "/usr/local/bin"
+    "/usr/local/sbin"
+    "${HOME}/.local/bin"
+    "${HOME}/.cargo/bin"
+    "${HOME}/Library/Android/sdk/platform-tools"
+    "${HOME}/Android/Sdk/platform-tools"
+)
+for p in "${STANDARD_PATHS[@]}"; do
+    if [ -d "${p}" ] && [[ ":${PATH}:" != *":${p}:"* ]]; then
+        export PATH="${p}:${PATH}"
+    fi
+done
+
+# 2. Check or install uv (Fast Python package manager)
+if ! command -v uv >/dev/null 2>&1; then
+    echo -e "${YELLOW}⚡ uv not found. Installing Astral uv...${NC}"
+    curl -LsSf https://astral.sh/uv/install.sh | sh
+    export PATH="${HOME}/.local/bin:${HOME}/.cargo/bin:${PATH}"
+fi
+
+# 3. Check and auto-install missing system toolchains (ADB, FFmpeg, scrcpy)
+MISSING_CORE=()
+if ! command -v adb >/dev/null 2>&1; then MISSING_CORE+=("adb"); fi
+if ! command -v ffmpeg >/dev/null 2>&1; then MISSING_CORE+=("ffmpeg"); fi
+if ! command -v scrcpy >/dev/null 2>&1; then MISSING_CORE+=("scrcpy"); fi
+
+if [ ${#MISSING_CORE[@]} -gt 0 ]; then
+    OS_NAME="$(uname -s)"
+    if [ "${OS_NAME}" = "Darwin" ]; then
+        export HOMEBREW_NO_AUTO_UPDATE=1
+        export HOMEBREW_NO_INSTALL_CLEANUP=1
+        export HOMEBREW_NO_ENV_HINTS=1
+
+        if ! command -v brew >/dev/null 2>&1; then
+            if [ -x "/opt/homebrew/bin/brew" ]; then
+                eval "$(/opt/homebrew/bin/brew shellenv)"
+            elif [ -x "/usr/local/bin/brew" ]; then
+                eval "$(/usr/local/bin/brew shellenv)"
+            fi
+        fi
+
+        if command -v brew >/dev/null 2>&1; then
+            echo -e "   ${YELLOW}⚡ Auto-installing missing components (${MISSING_CORE[*]})...${NC}"
+            if ! command -v adb >/dev/null 2>&1; then
+                brew install --cask android-platform-tools >/dev/null 2>&1 || brew install android-platform-tools >/dev/null 2>&1 || true
+            fi
+            if ! command -v ffmpeg >/dev/null 2>&1; then
+                brew install ffmpeg >/dev/null 2>&1 || true
+            fi
+            if ! command -v scrcpy >/dev/null 2>&1; then
+                brew install scrcpy >/dev/null 2>&1 || true
+            fi
+        fi
+    elif [ "${OS_NAME}" = "Linux" ]; then
+        if command -v apt-get >/dev/null 2>&1; then
+            if [ "$(id -u)" -eq 0 ]; then
+                apt-get update -qq && apt-get install -y -qq "${MISSING_CORE[@]}" >/dev/null 2>&1 || true
+            elif command -v sudo >/dev/null 2>&1; then
+                sudo -n apt-get update -qq && sudo -n apt-get install -y -qq "${MISSING_CORE[@]}" >/dev/null 2>&1 || true
+            fi
+        fi
+    fi
+fi
+
+# 4. Check or initialize .env configuration file
+if [ ! -f ".env" ]; then
+    if [ -f ".env.example" ]; then
+        cp .env.example .env
+        echo -e "   ${GREEN}✓ Initialized .env configuration file.${NC}"
+    else
+        touch .env
+    fi
+fi
+
+# 5. Synchronize Python runtime & dependencies
+echo -e "   ${BLUE}📦 Synchronizing Python runtime and project dependencies...${NC}"
+uv sync --quiet
+
+# 6. Launch unified Showcase UI & auto-open browser
+echo -e "   ${GREEN}🚀 Launching Artemis Showcase UI & Admin Console...${NC}"
+exec uv run artemis ui --open "$@"
diff --git a/tests/integration/test_artemis_login.py b/tests/integration/test_artemis_login.py
new file mode 100644
index 0000000..9fd7eea
--- /dev/null
+++ b/tests/integration/test_artemis_login.py
@@ -0,0 +1,81 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import os
+import pty
+import select
+import sys
+import time
+import pytest
+
+
+@pytest.mark.skip(reason="Manual integration test requiring remote host")
+def test_artemis_ssh_login():
+    """Manual test to verify SSH login to remote Artemis instance."""
+    run_artemis_ssh_login()
+
+
+def run_artemis_ssh_login():
+    host = os.getenv("ARTEMIS_SSH_TEST_HOST", "127.0.0.1")
+    user = os.getenv("ARTEMIS_SSH_TEST_USER", "artemis")
+    password = os.getenv("ARTEMIS_SSH_TEST_PASSWORD", "password")
+
+    cmd = [
+        "ssh",
+        "-o",
+        "StrictHostKeyChecking=no",
+        "-o",
+        "UserKnownHostsFile=/dev/null",
+        "-o",
+        "PreferredAuthentications=password,keyboard-interactive",
+        f"{user}@{host}",
+        (
+            "echo '=================================================='; echo '🚀 BINGO!! PURE"
+            " PASSWORD LOGIN VICTORY 🚀'; echo"
+            " '=================================================='; whoami; hostname; uptime"
+        ),
+    ]
+
+    master, slave = pty.openpty()
+    pid = os.fork()
+    if pid == 0:
+        os.close(master)
+        os.execvp(cmd[0], cmd)
+    else:
+        os.close(slave)
+        output = b""
+        start = time.time()
+        password_sent = False
+        while time.time() - start < 15:
+            r, _, _ = select.select([master], [], [], 0.3)
+            if master in r:
+                try:
+                    data = os.read(master, 2048)
+                    if not data:
+                        break
+                    output += data
+                    sys.stdout.buffer.write(data)
+                    sys.stdout.flush()
+                    if (b"Password:" in data or b"password:" in data) and not password_sent:
+                        time.sleep(0.2)
+                        os.write(master, f"{password}\n".encode())
+                        password_sent = True
+                except OSError:
+                    break
+        os.close(master)
+        os.waitpid(pid, 0)
+
+
+if __name__ == "__main__":
+    run_artemis_ssh_login()
diff --git a/tests/integration/test_cloud_gateway.py b/tests/integration/test_cloud_gateway.py
new file mode 100644
index 0000000..ee2c04e
--- /dev/null
+++ b/tests/integration/test_cloud_gateway.py
@@ -0,0 +1,126 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""
+Unit and Integration Tests for GCP Cloud Brain Outer Server Gateway.
+
+Tests multi-tenant authentication, device registration, device mutex locking,
+workspace path resolution, RESTful /api/v1/* endpoints, and SSE event streaming.
+"""
+
+import pytest
+from fastapi.testclient import TestClient
+
+from cloud_service.gateway.auth import TokenAuthProvider
+from cloud_service.gateway.manager import ConnectionManager
+
+try:
+    from cloud_service.server import app
+except ImportError:
+    from apps.cloud_service.server import app
+
+
+client = TestClient(app)
+
+
+def test_token_auth_provider():
+    auth = TokenAuthProvider()
+    # Test valid tenant name as Bearer token
+    assert auth.authenticate("Bearer alice") == "alice"
+    assert auth.authenticate("Bearer bob") == "bob"
+    assert auth.authenticate("alice-token") == "alice"
+    # Test invalid token
+    assert auth.authenticate("Bearer invalid-token-1234") is None
+    assert auth.authenticate("invalid-token-1234") is None
+
+
+def test_connection_manager_device_lifecycle():
+    mgr = ConnectionManager()
+    device = mgr.register_device("alice", "pixel8-test-001", model="Pixel 8")
+    assert device.tenant == "alice"
+    assert device.device_serial == "pixel8-test-001"
+    assert device.status == "ONLINE"
+
+    devices = mgr.list_tenant_devices("alice")
+    assert len(devices) == 1
+    assert devices[0].device_serial == "pixel8-test-001"
+
+    # Test unregister
+    assert mgr.unregister_device("alice", "pixel8-test-001") is True
+    assert len(mgr.list_tenant_devices("alice")) == 0
+    assert mgr.unregister_device("alice", "non-existent") is False
+
+
+def test_workspace_dir_resolution():
+    mgr = ConnectionManager()
+    ws_path = mgr.get_workspace_dir("alice", "session_test_001")
+    assert "alice" in str(ws_path)
+    assert "session_test_001" in str(ws_path)
+    assert ws_path.exists()
+
+
+def test_api_v1_tenant_profile():
+    headers = {"Authorization": "Bearer alice"}
+    resp = client.get("/api/v1/tenants/me", headers=headers)
+    assert resp.status_code == 200
+    data = resp.json()
+    assert data["tenant_id"] == "alice"
+    assert "max_concurrent_sessions" in data
+
+
+def test_api_v1_unauthorized():
+    resp = client.get("/api/v1/tenants/me")
+    assert resp.status_code == 401
+    resp2 = client.get("/api/v1/tenants/me", headers={"Authorization": "Bearer bad-token"})
+    assert resp2.status_code in (401, 403)
+
+
+def test_api_v1_device_register_and_list():
+    headers = {"Authorization": "Bearer alice"}
+    reg_payload = {
+        "device_serial": "pixel8-api-001",
+        "model": "Pixel 8 Pro",
+        "android_version": "14",
+    }
+    resp = client.post("/api/v1/devices/register", json=reg_payload, headers=headers)
+    assert resp.status_code == 200
+    data = resp.json().get("device", resp.json())
+    assert data["device_serial"] == "pixel8-api-001"
+    assert data["model"] == "Pixel 8 Pro"
+
+    # List devices
+    list_resp = client.get("/api/v1/devices", headers=headers)
+    assert list_resp.status_code == 200
+    devices = list_resp.json()["devices"]
+    assert any(d["device_serial"] == "pixel8-api-001" for d in devices)
+
+    # Unregister device
+    del_resp = client.delete("/api/v1/devices/pixel8-api-001", headers=headers)
+    assert del_resp.status_code == 200
+    assert del_resp.json()["status"] == "unregistered"
+
+
+@pytest.mark.asyncio
+async def test_device_mutex_lock():
+    mgr = ConnectionManager()
+    mgr.register_device("alice", "pixel8-mutex-001")
+    lock = mgr.get_device_lock("pixel8-mutex-001")
+
+    # Simulate device busy by acquiring lock
+    await lock.acquire()
+    try:
+        with pytest.raises(RuntimeError, match="currently BUSY"):
+            await mgr.spawn_user_session("alice", "pixel8-mutex-001", "test goal")
+    finally:
+        lock.release()
diff --git a/tests/integration/test_remote_adb.py b/tests/integration/test_remote_adb.py
new file mode 100644
index 0000000..41b336b
--- /dev/null
+++ b/tests/integration/test_remote_adb.py
@@ -0,0 +1,167 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""
+Unit tests for RemoteAdbDevice, RemoteAdbClient, and platform specific commands parity.
+"""
+
+from unittest.mock import MagicMock
+
+from cloud_service.virtualization.remote_adb import (
+    RemoteAdbDevice,
+    RemoteAdbClient,
+)
+
+from artemis.context import ArtemisContext, DeviceContext, DevicePlatform
+from artemis.controllers.platform_specific_commands_controller import (
+    get_adb_device,
+    list_packages,
+    get_current_foreground_package,
+    get_device_date,
+)
+
+
+def test_remote_adb_device_shell():
+    mock_bridge = MagicMock()
+    mock_bridge.execute_sync.return_value = {
+        "status": "SUCCESS",
+        "output": "package:/data/app/com.android.chrome.apk=com.android.chrome\npackage:/data/app/com.android.settings.apk=com.android.settings",
+    }
+
+    device = RemoteAdbDevice(serial="emulator-5554", bridge=mock_bridge)
+    output = device.shell("pm list packages -f")
+
+    assert "com.android.chrome" in output
+    mock_bridge.execute_sync.assert_called_once_with("shell", {"command": "pm list packages -f"})
+
+
+def test_remote_adb_device_current_app():
+    mock_bridge = MagicMock()
+    mock_bridge.execute_sync.return_value = {
+        "status": "SUCCESS",
+        "package": "com.android.chrome",
+        "activity": "com.google.android.apps.chrome.Main",
+    }
+
+    device = RemoteAdbDevice(serial="emulator-5554", bridge=mock_bridge)
+    app = device.current_app()
+
+    assert app is not None
+    assert app.package == "com.android.chrome"
+    assert app.activity == "com.google.android.apps.chrome.Main"
+
+
+def test_remote_adb_device_window_size():
+    mock_bridge = MagicMock()
+    mock_bridge.execute_sync.return_value = {"status": "SUCCESS", "width": 1440, "height": 3120}
+
+    device = RemoteAdbDevice(serial="emulator-5554", bridge=mock_bridge)
+    size = device.window_size()
+
+    assert size == (1440, 3120)
+
+
+def test_platform_commands_parity_with_remote_device(monkeypatch):
+    monkeypatch.setenv("ARTEMIS_CLOUD_MODE", "1")
+    monkeypatch.setenv("ARTEMIS_CLOUD_SESSION_ID", "session_parity_001")
+    monkeypatch.setenv("ADB_DEVICE_SERIAL", "emulator-5554")
+
+    mock_bridge = MagicMock()
+    mock_bridge.execute_sync.side_effect = [
+        # 1. date
+        {"status": "SUCCESS", "output": "Thu Aug 6 12:00:00 UTC 2026\n"},
+        # 2. pm list packages
+        {
+            "status": "SUCCESS",
+            "output": "package:/data/app/com.example.app1.apk=com.example.app1\npackage:/data/app/com.example.app2.apk=com.example.app2",
+        },
+        # 3. current_app
+        {"status": "SUCCESS", "package": "com.example.app1", "activity": ".MainActivity"},
+    ]
+
+    client = RemoteAdbClient(bridge=mock_bridge)
+    device = client.device("emulator-5554")
+
+    ctx = ArtemisContext(
+        device=DeviceContext(
+            host_platform="LINUX",
+            mobile_platform=DevicePlatform.ANDROID,
+            device_id="emulator-5554",
+            device_width=1080,
+            device_height=2400,
+        ),
+        adb_client=client,
+    )
+
+    dev = get_adb_device(ctx)
+    assert dev.serial == "emulator-5554"
+
+    # Verify real dynamic date
+    date_str = get_device_date(ctx)
+    assert "2026" in date_str
+
+    # Verify real dynamic package listing (Zero hardcoding)
+    pkgs = list_packages(ctx)
+    assert pkgs == "com.example.app1\ncom.example.app2"
+
+    # Verify real dynamic foreground package detection (Zero retry loop)
+    fg_pkg = get_current_foreground_package(ctx)
+    assert fg_pkg == "com.example.app1"
+
+
+def test_remote_uiautomator_client_parity():
+    """Verify RemoteUIAutomatorClient correctly returns structured UIAutomatorScreenData."""
+    from cloud_service.virtualization.remote_adb import RemoteUIAutomatorClient
+
+    mock_bridge = MagicMock()
+    mock_bridge.execute_sync.return_value = {
+        "status": "SUCCESS",
+        "base64": "fake_b64",
+        "hierarchy_xml": "<hierarchy><node text='Search' bounds='[100,200][300,400]'/></hierarchy>",
+        "elements": [{"text": "Search", "bounds": "[100,200][300,400]"}],
+        "width": 1080,
+        "height": 2400,
+    }
+
+    client = RemoteUIAutomatorClient(bridge=mock_bridge)
+    b64, xml, elements = client.get_screen_data()
+
+    assert b64 == "fake_b64"
+    assert "<node text='Search'" in xml
+    assert len(elements) == 1
+    assert elements[0]["text"] == "Search"
+
+
+def test_controller_factory_cloud_mode_uses_unified_controller(monkeypatch):
+    """Verify controller_factory creates UnifiedMobileController in Cloud Mode."""
+    monkeypatch.setenv("ARTEMIS_CLOUD_MODE", "1")
+    monkeypatch.setenv("ARTEMIS_CLOUD_SESSION_ID", "test_cloud_session")
+    monkeypatch.setenv("ADB_DEVICE_SERIAL", "emulator-5554")
+
+    from artemis.controllers.controller_factory import create_device_controller
+    from artemis.controllers.unified_controller import UnifiedMobileController
+
+    ctx = ArtemisContext(
+        device=DeviceContext(
+            host_platform="LINUX",
+            mobile_platform=DevicePlatform.ANDROID,
+            device_id="emulator-5554",
+            device_width=1080,
+            device_height=2400,
+        )
+    )
+
+    controller = create_device_controller(ctx)
+    assert isinstance(controller, UnifiedMobileController)
+    assert controller.driver.device_id == "emulator-5554"
diff --git a/tests/tools/inputs/recording.mp4 b/tests/tools/inputs/recording.mp4
new file mode 100644
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HcmV?d00001

diff --git a/tests/tools/video_analyzer/test_video_analyzer_tools.py b/tests/tools/video_analyzer/test_video_analyzer_tools.py
index a4c668c..85c015d 100644
--- a/tests/tools/video_analyzer/test_video_analyzer_tools.py
+++ b/tests/tools/video_analyzer/test_video_analyzer_tools.py
@@ -32,7 +32,7 @@ async def test_video_analyzer_tools(artemis_context, mock_state, inputs_dir):
     agent.blackboard_entries = []
     agent.sub_system_prompt = "You are a sub agent"
     agent.audio_system_prompt = "You are an audio sub agent"
-    agent.model_name = "gemini-3.6-flash"
+    agent.model_name = "gemini-3.7-flash"
 
     # We must provide a valid FunctionDeclaration for the tool otherwise Pydantic will complain
     from google.genai import types
diff --git a/tests/unit/admin_console/test_system_emulator_endpoints.py b/tests/unit/admin_console/test_system_emulator_endpoints.py
new file mode 100644
index 0000000..a6ce657
--- /dev/null
+++ b/tests/unit/admin_console/test_system_emulator_endpoints.py
@@ -0,0 +1,54 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests for System Emulator Launch & Lifecycle Endpoints."""
+
+import pytest
+from httpx import ASGITransport, AsyncClient
+
+from apps.admin_console.server import app
+
+
+@pytest.mark.asyncio
+async def test_system_emulator_status_endpoint():
+    """Verify GET /api/system/emulator/status returns valid schema."""
+    transport = ASGITransport(app=app)
+    async with AsyncClient(transport=transport, base_url="http://test") as ac:
+        res = await ac.get("/api/system/emulator/status")
+        assert res.status_code == 200
+        data = res.json()
+        assert "status" in data
+        assert "stage_message" in data
+        assert "progress_percent" in data
+        assert "logs" in data
+
+
+@pytest.mark.asyncio
+async def test_system_emulator_dismiss_endpoint():
+    """Verify POST /api/system/emulator/dismiss resets tracker state."""
+    transport = ASGITransport(app=app)
+    async with AsyncClient(transport=transport, base_url="http://test") as ac:
+        res = await ac.post("/api/system/emulator/dismiss")
+        assert res.status_code == 200
+        data = res.json()
+        assert data.get("success") is True
+
+
+@pytest.mark.asyncio
+async def test_system_emulator_launch_empty_validation():
+    """Verify POST /api/system/emulator/launch validates empty avd_name."""
+    transport = ASGITransport(app=app)
+    async with AsyncClient(transport=transport, base_url="http://test") as ac:
+        res = await ac.post("/api/system/emulator/launch", json={"avd_name": "   "})
+        assert res.status_code == 400
diff --git a/tests/unit/admin_console/test_task_queue_service.py b/tests/unit/admin_console/test_task_queue_service.py
new file mode 100644
index 0000000..98ad438
--- /dev/null
+++ b/tests/unit/admin_console/test_task_queue_service.py
@@ -0,0 +1,323 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import asyncio
+from unittest.mock import AsyncMock, MagicMock, patch
+import pytest
+
+from apps.admin_console.core.state import state
+from apps.admin_console.services.task_queue_service import TaskQueueService, task_queue_service
+
+
+@pytest.fixture(autouse=True)
+def clean_state():
+    """Reset global state between tests."""
+    state.clear_queue()
+    state.queue_items.clear()
+    state.current_process = None
+    state.current_goal = None
+    state.current_profile = None
+    state.active_session_id = None
+    state.was_stopped_manually = False
+    if state.worker_task and not state.worker_task.done():
+        state.worker_task.cancel()
+    state.worker_task = None
+    yield
+    state.clear_queue()
+    state.queue_items.clear()
+    if state.worker_task and not state.worker_task.done():
+        state.worker_task.cancel()
+    state.worker_task = None
+
+
+@pytest.mark.asyncio
+async def test_get_next_pending_task():
+    state.queue_items = [
+        {"session_id": "s1", "goal": "Goal A", "status": "pending"},
+        {"session_id": "s2", "goal": "Goal B", "status": "pending"},
+    ]
+    next_task = TaskQueueService._get_next_pending_task()
+    assert next_task is not None
+    assert next_task["goal"] == "Goal A"
+
+
+@pytest.mark.asyncio
+async def test_remove_task():
+    state.queue_items = [
+        {"session_id": "s1", "goal": "Goal A", "status": "pending"},
+        {"session_id": "s2", "goal": "Goal B", "status": "pending"},
+    ]
+    TaskQueueService._remove_task("s1")
+    assert len(state.queue_items) == 1
+    assert state.queue_items[0]["goal"] == "Goal B"
+
+
+@pytest.mark.asyncio
+async def test_stop_tasks_clear_all():
+    state.queue_items = [
+        {"session_id": "s1", "goal": "Goal 1", "status": "pending"},
+        {"session_id": "s2", "goal": "Goal 2", "status": "pending"},
+        {"session_id": "s3", "goal": "Goal 3", "status": "pending"},
+    ]
+    assert len(state.queue_tasks) == 3
+
+    with patch.object(TaskQueueService, "ensure_worker_running"):
+        stopped = task_queue_service.stop_tasks(clear_all=True)
+        assert len(state.queue_tasks) == 0
+        assert len(state.queue_items) == 0
+
+
+@pytest.mark.asyncio
+async def test_stop_tasks_keep_remaining():
+    state.queue_items = [
+        {"session_id": "s1", "goal": "Goal 1", "status": "running"},
+        {"session_id": "s2", "goal": "Goal 2", "status": "pending"},
+    ]
+    state.active_session_id = "s1"
+
+    mock_proc = MagicMock()
+    mock_proc.pid = 12345
+    mock_proc.returncode = None
+    state.current_process = mock_proc
+
+    with (
+        patch(
+            "apps.admin_console.services.task_queue_service.process_supervisor.terminate_tree"
+        ) as mock_term,
+        patch.object(TaskQueueService, "ensure_worker_running"),
+    ):
+        stopped = task_queue_service.stop_tasks(clear_all=False)
+        assert stopped is True
+        mock_proc.kill.assert_called_once()
+        mock_term.assert_called_once_with(12345)
+
+
+@pytest.mark.asyncio
+async def test_queue_worker_execution_lifecycle():
+    executed_goals = []
+
+    async def fake_subprocess_exec(*args, **kwargs):
+        goal_arg = args[3]
+        executed_goals.append(goal_arg)
+        proc = MagicMock()
+        proc.pid = 99999
+        proc.wait = AsyncMock(return_value=0)
+        proc.returncode = 0
+        return proc
+
+    with (
+        patch("asyncio.create_subprocess_exec", side_effect=fake_subprocess_exec),
+        patch("apps.admin_console.services.task_queue_service.session_repo") as mock_repo,
+    ):
+        mock_repo.get_running_session_id.return_value = None
+        # Enqueue two tasks
+        res = await task_queue_service.enqueue_tasks(["First Task", "Second Task"])
+        assert res["enqueued_count"] == 2
+
+        # Give event loop time for queue_worker to execute both tasks
+        for _ in range(30):
+            if len(executed_goals) == 2:
+                break
+            await asyncio.sleep(0.05)
+
+        assert executed_goals == ["First Task", "Second Task"]
+        assert len(state.queue_items) == 0
+        task = state.worker_task
+        if task and not task.done():
+            task.cancel()
+            try:
+                await task
+            except (asyncio.CancelledError, Exception):
+                pass
+
+
+@pytest.mark.asyncio
+async def test_queue_worker_cmd_construction():
+    executed_cmds = []
+
+    async def fake_subprocess_exec(*args, **kwargs):
+        executed_cmds.append(list(args))
+        proc = MagicMock()
+        proc.pid = 88888
+        proc.wait = AsyncMock(return_value=0)
+        proc.returncode = 0
+        return proc
+
+    with (
+        patch("asyncio.create_subprocess_exec", side_effect=fake_subprocess_exec),
+        patch("apps.admin_console.services.task_queue_service.session_repo") as mock_repo,
+    ):
+        mock_repo.get_running_session_id.return_value = None
+
+        await task_queue_service.enqueue_tasks(
+            ["Test Goal with Outputter"],
+            profile="pro",
+            expected_output="Final summary",
+            enable_outputter=True,
+            locked_app_package="com.google.android.apps.maps",
+            app_path="/path/to/app.apk",
+        )
+
+        for _ in range(30):
+            if len(executed_cmds) == 1 and len(state.queue_items) == 0:
+                break
+            await asyncio.sleep(0.05)
+
+        assert len(executed_cmds) == 1
+        cmd = executed_cmds[0]
+        assert "--enable-outputter" in cmd
+        assert "true" not in cmd
+        assert "--output-description" in cmd
+        assert "Final summary" in cmd
+        assert "--locked-app" in cmd
+        assert "com.google.android.apps.maps" in cmd
+        assert "--app-path" in cmd
+        assert "/path/to/app.apk" in cmd
+
+        task = state.worker_task
+        if task and not task.done():
+            task.cancel()
+            try:
+                await task
+            except (asyncio.CancelledError, Exception):
+                pass
+
+
+@pytest.mark.asyncio
+async def test_stop_tasks_dead_process_resets_state():
+    state.queue_items = [
+        {"session_id": "s1", "goal": "Goal 1", "status": "pending"},
+    ]
+    mock_proc = MagicMock()
+    mock_proc.pid = 99999999
+    mock_proc.returncode = None
+    mock_proc.kill.side_effect = ProcessLookupError("No such process")
+    state.current_process = mock_proc
+
+    with patch.object(TaskQueueService, "ensure_worker_running"):
+        stopped = task_queue_service.stop_tasks(clear_all=False)
+        assert stopped is True
+        assert state.current_process is None
+        assert state.is_running is False
+        assert len(state.queue_items) == 0
+
+
+@pytest.mark.asyncio
+async def test_cancel_task_triggers_next_pending_task():
+    executed_goals = []
+
+    async def fake_subprocess_exec(*args, **kwargs):
+        goal_arg = args[3]
+        executed_goals.append(goal_arg)
+        proc = MagicMock()
+        proc.pid = 77777
+
+        async def wait_side_effect():
+            if goal_arg == "Task 1":
+                # Simulate task 1 being stopped manually mid-execution
+                await asyncio.sleep(0.05)
+                task_queue_service.stop_tasks(clear_all=False)
+                return -9
+            await asyncio.sleep(0.02)
+            return 0
+
+        proc.wait = AsyncMock(side_effect=wait_side_effect)
+        proc.returncode = 0
+        return proc
+
+    with (
+        patch("asyncio.create_subprocess_exec", side_effect=fake_subprocess_exec),
+        patch("apps.admin_console.services.task_queue_service.session_repo") as mock_repo,
+    ):
+        mock_repo.get_running_session_id.return_value = None
+        await task_queue_service.enqueue_tasks(["Task 1", "Task 2"])
+
+        for _ in range(40):
+            if len(executed_goals) == 2:
+                break
+            await asyncio.sleep(0.05)
+
+        assert executed_goals == ["Task 1", "Task 2"]
+        assert len(state.queue_items) == 0
+
+        task = state.worker_task
+        if task and not task.done():
+            task.cancel()
+            try:
+                await task
+            except (asyncio.CancelledError, Exception):
+                pass
+
+
+@pytest.mark.asyncio
+async def test_immediate_cancel_ignores_stale_ipc_and_runs_next_task():
+    executed_goals = []
+    task1_session_id = None
+
+    async def fake_subprocess_exec(*args, **kwargs):
+        goal_arg = args[3]
+        executed_goals.append(goal_arg)
+        proc = MagicMock()
+        proc.pid = 88888
+
+        async def wait_side_effect():
+            if goal_arg == "Task 1":
+                return -9
+            await asyncio.sleep(0.02)
+            return 0
+
+        proc.wait = AsyncMock(side_effect=wait_side_effect)
+        proc.returncode = 0
+        return proc
+
+    with (
+        patch("asyncio.create_subprocess_exec", side_effect=fake_subprocess_exec),
+        patch("apps.admin_console.services.task_queue_service.session_repo") as mock_repo,
+    ):
+        mock_repo.get_running_session_id.return_value = None
+
+        # Enqueue Task 1
+        res1 = await task_queue_service.enqueue_tasks(["Task 1"])
+        task1_session_id = res1["tasks"][0]["session_id"]
+
+        # Immediately stop Task 1
+        task_queue_service.stop_tasks(clear_all=False)
+        assert task1_session_id in state.cancelled_session_ids
+
+        # Simulate stale session_started arriving over IPC for the cancelled Task 1
+        from apps.admin_console.services.ipc_service import ipc_service
+
+        ipc_service.sanitize_event_data("session_started", {"session_id": task1_session_id})
+        # If IPC handler checks cancelled_session_ids, state.active_session_id should not get stuck
+        assert state.active_session_id != task1_session_id
+        assert state.is_running is False
+
+        # Enqueue Task 2 and verify it runs immediately without getting stuck in pending
+        await task_queue_service.enqueue_tasks(["Task 2"])
+
+        for _ in range(40):
+            if "Task 2" in executed_goals:
+                break
+            await asyncio.sleep(0.05)
+
+        assert "Task 2" in executed_goals
+        assert len(state.queue_items) == 0
+
+        task = state.worker_task
+        if task and not task.done():
+            task.cancel()
+            try:
+                await task
+            except (asyncio.CancelledError, Exception):
+                pass
diff --git a/tests/unit/agents/test_explorer.py b/tests/unit/agents/test_explorer.py
index 55b2652..c00b91e 100644
--- a/tests/unit/agents/test_explorer.py
+++ b/tests/unit/agents/test_explorer.py
@@ -50,7 +50,7 @@ async def test_explorer_run():
     mock_ctx.data_engine.base_dir = "/tmp/test_session"
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.explorer = MagicMock()
-    mock_ctx.llm_config.explorer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.explorer.model = "gemini-3.7-flash"
 
     mock_state = MagicMock(spec=State)
     mock_state.latest_screenshot = "/tmp/test_screenshot.jpg"
@@ -138,7 +138,7 @@ async def test_explorer_submit_answer():
     mock_ctx.data_engine.base_dir = "/tmp/test_session"
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.explorer = MagicMock()
-    mock_ctx.llm_config.explorer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.explorer.model = "gemini-3.7-flash"
 
     mock_state = MagicMock(spec=State)
     mock_state.latest_screenshot = "/tmp/test_screenshot.jpg"
@@ -226,7 +226,7 @@ async def test_explorer_submit_answer_self_correction():
     mock_ctx.data_engine.base_dir = "/tmp/test_session"
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.explorer = MagicMock()
-    mock_ctx.llm_config.explorer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.explorer.model = "gemini-3.7-flash"
 
     mock_state = MagicMock(spec=State)
     mock_state.latest_screenshot = "/tmp/test_screenshot.jpg"
@@ -380,7 +380,7 @@ async def test_explorer_initial_visual_marking():
     mock_ctx.data_engine.base_dir = "/tmp/test_session"
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.explorer = MagicMock()
-    mock_ctx.llm_config.explorer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.explorer.model = "gemini-3.7-flash"
 
     mock_state = MagicMock(spec=State)
     mock_state.latest_screenshot = "/tmp/test_screenshot.jpg"
@@ -466,7 +466,7 @@ async def test_explorer_initial_visual_marking_previous_screenshot():
     mock_ctx.data_engine.base_dir = "/tmp/test_session"
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.explorer = MagicMock()
-    mock_ctx.llm_config.explorer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.explorer.model = "gemini-3.7-flash"
 
     mock_state = MagicMock(spec=State)
     # current screenshot is different
@@ -559,7 +559,7 @@ async def test_explorer_initial_visual_marking_previous_screenshot_no_ui_tree():
     mock_ctx.data_engine.base_dir = "/tmp/test_session"
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.explorer = MagicMock()
-    mock_ctx.llm_config.explorer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.explorer.model = "gemini-3.7-flash"
 
     mock_state = MagicMock(spec=State)
     mock_state.latest_screenshot = "/tmp/current_screenshot.jpg"
@@ -641,7 +641,7 @@ async def test_explorer_initial_visual_marking_previous_screenshot_ocr_fusion():
     mock_ctx.data_engine.base_dir = "/tmp/test_session"
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.explorer = MagicMock()
-    mock_ctx.llm_config.explorer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.explorer.model = "gemini-3.7-flash"
 
     mock_state = MagicMock(spec=State)
     mock_state.latest_screenshot = "/tmp/current_screenshot.jpg"
@@ -743,7 +743,7 @@ async def test_explorer_initial_visual_marking_previous_screenshot_on_the_fly_oc
     mock_ctx.data_engine.base_dir = "/tmp/test_session"
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.explorer = MagicMock()
-    mock_ctx.llm_config.explorer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.explorer.model = "gemini-3.7-flash"
 
     mock_state = MagicMock(spec=State)
     mock_state.latest_screenshot = "/tmp/current_screenshot.jpg"
@@ -816,6 +816,10 @@ async def test_explorer_initial_visual_marking_previous_screenshot_on_the_fly_oc
             new_callable=AsyncMock,
             return_value=mock_ocr_result,
         ) as mock_perform_ocr,
+        patch(
+            "artemis.agents.explorer.explorer.is_ocr_configured",
+            return_value=True,
+        ),
         patch("artemis.agents.explorer.explorer.draw_dots") as mock_draw_dots,
         patch("pathlib.Path.exists", return_value=True),
         patch("pathlib.Path.read_text", return_value=mock_prompt),
@@ -853,7 +857,7 @@ async def test_explorer_denylisted_tool():
     mock_ctx.data_engine.base_dir = "/tmp/test_session"
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.explorer = MagicMock()
-    mock_ctx.llm_config.explorer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.explorer.model = "gemini-3.7-flash"
     mock_ctx.agent_config = MagicMock()
     mock_ctx.agent_config.denylisted_tools = {"explorer": ["search_xml_ocr"]}
 
@@ -1048,7 +1052,7 @@ async def test_explorer_final_turn_tool_stripping():
 
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.explorer = MagicMock()
-    mock_ctx.llm_config.explorer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.explorer.model = "gemini-3.7-flash"
 
     mock_state = MagicMock(spec=State)
     mock_state.latest_screenshot = "/tmp/test_screenshot.jpg"
@@ -1212,7 +1216,7 @@ async def test_explorer_ask_perception_tool():
             detect_queries=["profile icon"],
         )
 
-        assert "XML/OCR Text Search Results are:" in result["text"]
+        assert "Text Search Results are:" in result["text"]
         assert "Coordinate Search Results are:" in result["text"]
         assert "Object Detection Results are:" in result["text"]
 
diff --git a/tests/unit/agents/test_failure_analyzer_tools.py b/tests/unit/agents/test_failure_analyzer_tools.py
index d4065e3..b80bbe6 100644
--- a/tests/unit/agents/test_failure_analyzer_tools.py
+++ b/tests/unit/agents/test_failure_analyzer_tools.py
@@ -339,7 +339,7 @@ async def test_swipe_happy_path_direction(mock_context, mock_controller):
         ctx=mock_context,
     )
     assert "Swipe completed successfully" in outcome
-    mock_controller.swipe_coords.assert_called_once_with(648, 1920, 648, 480, 400)
+    mock_controller.swipe_coords.assert_called_once_with(648, 1680, 648, 720, 400)
 
 
 @pytest.mark.asyncio
diff --git a/tests/unit/agents/test_operator.py b/tests/unit/agents/test_operator.py
index c79ce7b..2f956d5 100644
--- a/tests/unit/agents/test_operator.py
+++ b/tests/unit/agents/test_operator.py
@@ -158,7 +158,7 @@ async def test_perform_action_validation():
     assert err is None
     assert actions[0]["action"] == "swipe"
     assert len(actions[0]["coordinates"]) == 4
-    assert actions[0]["duration"] == 380
+    assert actions[0]["duration"] == 800
 
     # Test click with float target index (coercion)
     actions, err = node._translate_and_validate_tool(
@@ -1547,7 +1547,7 @@ async def test_operator_swipe_translation():
     assert err is None
     assert len(actions) == 1
     assert actions[0]["action"] == "swipe"
-    assert actions[0]["coordinates"] == [648, 1920, 648, 480]
+    assert actions[0]["coordinates"] == [648, 1680, 648, 720]
 
     # 2. Start & End coordinate swipe (drag)
     actions, err = node._translate_and_validate_tool(
@@ -1587,4 +1587,4 @@ async def test_operator_swipe_translation():
     assert err is None
     assert len(actions) == 1
     assert actions[0]["action"] == "swipe"
-    assert actions[0]["coordinates"] == [648, 480, 648, 1920]
+    assert actions[0]["coordinates"] == [648, 720, 648, 1680]
diff --git a/tests/unit/agents/test_plan_mutation_guardrails.py b/tests/unit/agents/test_plan_mutation_guardrails.py
new file mode 100644
index 0000000..be041b1
--- /dev/null
+++ b/tests/unit/agents/test_plan_mutation_guardrails.py
@@ -0,0 +1,87 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from unittest.mock import MagicMock
+from artemis.graph.graph import check_plan_mutation_rejections
+from artemis.graph.state import State
+
+
+def test_check_plan_mutation_incomplete_nested():
+    content_before = "- [/] Main task\n  - [ ] Subtask 1"
+    content_after = "- [x] Main task\n  - [ ] Subtask 1"
+    res = check_plan_mutation_rejections(content_before, content_after)
+    assert res is not None
+    assert "goals in the task plan that have not been marked as completed" in res
+
+
+def test_check_plan_mutation_delete_continuous_loop():
+    content_before = (
+        "- [x] Open app\n"
+        "- [/] [Loop] Periodically monitor for new emails "
+        "(Exit: Continuous monitoring until manually stopped; Interval: every 5 minutes)\n"
+        "  - [x] Polling Check #1: Done"
+    )
+    content_after = (
+        "- [x] Open app\n"
+        "- [x] Monitor for new emails\n"
+        "  - [x] Baseline established\n"
+        "  - [x] Polling Check #1: Done"
+    )
+    res = check_plan_mutation_rejections(content_before, content_after)
+    assert res is not None
+    assert "cannot delete an active [Loop]" in res
+
+
+def test_check_plan_mutation_mark_continuous_loop_completed():
+    content_before = (
+        "- [x] Open app\n"
+        "- [/] [Loop] Periodically monitor for new emails "
+        "(Exit: Continuous monitoring until manually stopped; Interval: every 5 minutes)\n"
+        "  - [x] Polling Check #1: Done"
+    )
+    content_after = (
+        "- [x] Open app\n"
+        "- [x] [Loop] Periodically monitor for new emails "
+        "(Exit: Continuous monitoring until manually stopped; Interval: every 5 minutes)\n"
+        "  - [x] Polling Check #1: Done"
+    )
+    res = check_plan_mutation_rejections(content_before, content_after)
+    assert res is not None
+    assert "cannot be unilaterally marked as completed [x]" in res
+
+
+def test_check_plan_mutation_user_stopped_allowed():
+    content_before = (
+        "- [x] Open app\n"
+        "- [/] [Loop] Periodically monitor for new emails "
+        "(Exit: Continuous monitoring until manually stopped; Interval: every 5 minutes)\n"
+        "  - [x] Polling Check #1: Done"
+    )
+    content_after = (
+        "- [x] Open app\n"
+        "- [x] [Loop] Periodically monitor for new emails "
+        "(Exit: Continuous monitoring until manually stopped; Interval: every 5 minutes)\n"
+        "  - [x] Polling Check #1: Done"
+    )
+    state = MagicMock(spec=State)
+    state.injected_instruction = "Please stop the task now."
+    res = check_plan_mutation_rejections(content_before, content_after, state=state)
+    assert res is None
+
+
+def test_check_plan_mutation_normal_bounded_task():
+    content_before = "- [ ] Open Settings\n- [ ] Toggle WiFi"
+    content_after = "- [x] Open Settings\n- [x] Toggle WiFi"
+    res = check_plan_mutation_rejections(content_before, content_after)
+    assert res is None
diff --git a/tests/unit/agents/test_video_analyzer.py b/tests/unit/agents/test_video_analyzer.py
index e400aaa..7f0899f 100644
--- a/tests/unit/agents/test_video_analyzer.py
+++ b/tests/unit/agents/test_video_analyzer.py
@@ -28,7 +28,7 @@ async def test_video_analyzer_run():
     mock_ctx.data_engine = None
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.utils.video_analyzer = MagicMock()
-    mock_ctx.llm_config.utils.video_analyzer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.utils.video_analyzer.model = "gemini-3.7-flash"
 
     # Mock Gemini Client
     mock_client = MagicMock()
@@ -79,7 +79,7 @@ async def test_video_analyzer_preserves_thought_signature():
     mock_ctx.data_engine = None
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.utils.video_analyzer = MagicMock()
-    mock_ctx.llm_config.utils.video_analyzer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.utils.video_analyzer.model = "gemini-3.7-flash"
 
     # Mock MobileDeviceController
     mock_controller = MagicMock()
@@ -255,7 +255,7 @@ async def test_video_analyzer_sub_agent_confidence_validation():
     mock_ctx.data_engine = None
     mock_ctx.llm_config = MagicMock()
     mock_ctx.llm_config.utils.video_analyzer = MagicMock()
-    mock_ctx.llm_config.utils.video_analyzer.model = "gemini-3.6-flash"
+    mock_ctx.llm_config.utils.video_analyzer.model = "gemini-3.7-flash"
 
     # Mock MobileDeviceController
     mock_controller = MagicMock()
diff --git a/tests/unit/core/test_config_engine.py b/tests/unit/core/test_config_engine.py
new file mode 100644
index 0000000..c318c58
--- /dev/null
+++ b/tests/unit/core/test_config_engine.py
@@ -0,0 +1,42 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests for CascadingConfigEngine and variable interpolation."""
+
+from unittest.mock import patch
+
+from artemis.config.core import CascadingConfigEngine, interpolate_config_value
+
+
+def test_interpolate_env_variables():
+    """Verify ${env:KEY} expressions are properly interpolated."""
+    with patch.dict("os.environ", {"TEST_KEY": "secret_123"}):
+        result = interpolate_config_value("Bearer ${env:TEST_KEY}")
+        assert result == "Bearer secret_123"
+
+        default_result = interpolate_config_value("${env:MISSING_KEY:-fallback_val}")
+        assert default_result == "fallback_val"
+
+
+def test_interpolate_path_variables():
+    """Verify ${path:KEY} expressions resolve system standard paths."""
+    result = interpolate_config_value("${path:temp_dir}/screenshots")
+    assert "/screenshots" in result or "\\screenshots" in result
+
+
+def test_cascading_config_merge():
+    """Verify CLI overrides take precedence in CascadingConfigEngine."""
+    engine = CascadingConfigEngine()
+    merged = engine.load_raw_config(cli_overrides={"default": {"model": "gemini-test-custom"}})
+    assert merged.get("default", {}).get("model") == "gemini-test-custom"
diff --git a/tests/unit/core/test_diagnostics.py b/tests/unit/core/test_diagnostics.py
new file mode 100644
index 0000000..0a9391c
--- /dev/null
+++ b/tests/unit/core/test_diagnostics.py
@@ -0,0 +1,187 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests for Artemis System Diagnostics & Readiness Engine."""
+
+import pytest
+from artemis.core.diagnostics.engine import ReadinessEngine
+from artemis.core.diagnostics.probes.adb_probe import AdbDeviceProbe
+from artemis.core.diagnostics.probes.credentials_probe import (
+    LLMCredentialsProbe,
+    VisionOCRProbe,
+)
+from artemis.core.diagnostics.probes.runtime_probe import (
+    PythonRuntimeProbe,
+    SystemConfigProbe,
+)
+from artemis.core.diagnostics.probes.toolchain_probe import ToolchainProbe
+from artemis.core.diagnostics.schema import (
+    ProbeCategory,
+    ProbeResult,
+    ProbeStatus,
+    SystemReadinessReport,
+)
+
+
+@pytest.mark.asyncio
+async def test_readiness_engine_run_all():
+    """Verify that ReadinessEngine aggregates probes and builds structured report."""
+    engine = ReadinessEngine()
+    report: SystemReadinessReport = await engine.run_all()
+
+    assert isinstance(report, SystemReadinessReport)
+    assert report.blocker_count >= 3
+    assert isinstance(report.probes, list)
+    assert len(report.probes) >= 5
+
+    probe_ids = [p.id for p in report.probes]
+    assert "python_runtime" in probe_ids
+    assert "system_config" in probe_ids
+    assert "android_adb" in probe_ids
+    assert "gemini_api_key" in probe_ids
+    assert "vision_ocr_key" in probe_ids
+    assert "toolchain" in probe_ids
+
+
+@pytest.mark.asyncio
+async def test_python_runtime_probe_structure():
+    """Verify PythonRuntimeProbe returns valid runtime inspection result."""
+    probe = PythonRuntimeProbe()
+    assert probe.probe_id == "python_runtime"
+    assert probe.category == ProbeCategory.RUNTIME
+    assert probe.is_blocker is True
+
+    result: ProbeResult = await probe.probe()
+    assert isinstance(result, ProbeResult)
+    assert result.status in (ProbeStatus.PASS, ProbeStatus.FAIL)
+    assert "version" in result.metadata
+    assert "executable" in result.metadata
+
+
+@pytest.mark.asyncio
+async def test_system_config_probe_structure():
+    """Verify SystemConfigProbe checks configuration file health."""
+    probe = SystemConfigProbe()
+    assert probe.probe_id == "system_config"
+    assert probe.category == ProbeCategory.RUNTIME
+    assert probe.is_blocker is True
+
+    result: ProbeResult = await probe.probe()
+    assert isinstance(result, ProbeResult)
+    assert result.status in (ProbeStatus.PASS, ProbeStatus.FAIL)
+    assert "valid" in result.metadata
+
+
+@pytest.mark.asyncio
+async def test_vision_ocr_probe_structure():
+    """Verify VisionOCRProbe returns optional non-blocker status."""
+    probe = VisionOCRProbe()
+    assert probe.probe_id == "vision_ocr_key"
+    assert probe.category == ProbeCategory.CREDENTIALS
+    assert probe.is_blocker is False
+
+    result: ProbeResult = await probe.probe()
+    assert isinstance(result, ProbeResult)
+    assert result.status == ProbeStatus.PASS
+    assert "configured" in result.metadata
+
+
+@pytest.mark.asyncio
+async def test_adb_probe_structure():
+    """Verify AdbDeviceProbe returns correct category, blocker status, and schema."""
+    probe = AdbDeviceProbe()
+    assert probe.probe_id == "android_adb"
+    assert probe.category == ProbeCategory.DEVICE
+    assert probe.is_blocker is True
+
+    result: ProbeResult = await probe.probe()
+    assert isinstance(result, ProbeResult)
+    assert result.status in (ProbeStatus.PASS, ProbeStatus.WARN, ProbeStatus.FAIL)
+    assert "installed" in result.metadata
+
+
+@pytest.mark.asyncio
+async def test_llm_credentials_probe_structure():
+    """Verify LLMCredentialsProbe returns correct category and schema."""
+    probe = LLMCredentialsProbe()
+    assert probe.probe_id == "gemini_api_key"
+    assert probe.category == ProbeCategory.CREDENTIALS
+    assert probe.is_blocker is True
+
+    result: ProbeResult = await probe.probe()
+    assert isinstance(result, ProbeResult)
+    assert result.status in (ProbeStatus.PASS, ProbeStatus.FAIL)
+    assert "configured_count" in result.metadata
+
+
+@pytest.mark.asyncio
+async def test_toolchain_probe_structure():
+    """Verify ToolchainProbe returns valid probe category, metadata, and schema."""
+    probe = ToolchainProbe()
+    assert probe.probe_id == "toolchain"
+    assert probe.category == ProbeCategory.TOOLCHAIN
+    assert probe.is_blocker is False
+
+    result: ProbeResult = await probe.probe()
+    assert isinstance(result, ProbeResult)
+    assert result.status in (ProbeStatus.PASS, ProbeStatus.FAIL)
+    assert "ffmpeg" in result.metadata
+    assert "scrcpy" in result.metadata
+
+
+@pytest.mark.asyncio
+async def test_active_device_selection():
+    """Verify selecting a device updates engine state."""
+    engine = ReadinessEngine()
+    engine.set_active_device_serial("test-emulator-1234")
+    assert engine.get_active_device_serial() == "test-emulator-1234"
+
+
+@pytest.mark.asyncio
+async def test_credentials_probe_and_dynamic_update():
+    """Verify dynamic API key updates and metadata reflection."""
+    from artemis.config import settings
+
+    settings.set_api_key("google", "test_gemini_key_1234567890", persist_to_env=False)
+
+    probe = LLMCredentialsProbe()
+    result = await probe.probe()
+    assert result.status == ProbeStatus.PASS
+    assert "current_key" in result.metadata
+    assert result.metadata["current_key"] == "test_gemini_key_1234567890"
+    assert "api_keys" in result.metadata
+    assert result.metadata["api_keys"]["google"] == "test_gemini_key_1234567890"
+
+
+@pytest.mark.asyncio
+async def test_emulator_manager_lifecycle():
+    """Verify EmulatorManager status querying, validation, and dismissal."""
+    from artemis.core.diagnostics.emulator_manager import (
+        EmulatorLaunchStage,
+        EmulatorManager,
+    )
+
+    manager = EmulatorManager()
+    status = manager.get_status()
+    assert status.status == EmulatorLaunchStage.IDLE
+
+    # Invalid empty AVD name
+    empty_res = await manager.launch("   ")
+    assert empty_res.status == EmulatorLaunchStage.FAILED
+    assert "empty" in (empty_res.error or "").lower()
+
+    # Dismiss state
+    dismiss_res = manager.dismiss()
+    assert dismiss_res["success"] is True
+    assert manager.get_status().status == EmulatorLaunchStage.IDLE
diff --git a/tests/unit/core/test_platform.py b/tests/unit/core/test_platform.py
new file mode 100644
index 0000000..2cb2866
--- /dev/null
+++ b/tests/unit/core/test_platform.py
@@ -0,0 +1,78 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests for Platform Abstraction Layer (PAL)."""
+
+from pathlib import Path
+from unittest.mock import patch
+
+from artemis.platform import (
+    DarwinPlatform,
+    LinuxPlatform,
+    OSType,
+    WindowsPlatform,
+    get_platform,
+)
+
+
+def test_platform_singleton():
+    """Verify global platform singleton is initialized and conforms to protocol."""
+    p = get_platform()
+    assert p is not None
+    assert p.os_type in (OSType.LINUX, OSType.MACOS, OSType.WINDOWS)
+    assert p.paths.config_dir is not None
+    assert p.paths.data_dir is not None
+    assert p.paths.temp_dir() is not None
+    assert p.process.path_separator in (":", ";")
+
+
+def test_linux_platform_paths():
+    """Verify Linux platform paths conform to XDG Base Directory specification."""
+    with patch.dict(
+        "os.environ",
+        {"XDG_CONFIG_HOME": "/tmp/test_xdg_config", "XDG_DATA_HOME": "/tmp/test_xdg_data"},
+        clear=False,
+    ):
+        linux_p = LinuxPlatform()
+        assert linux_p.os_type == OSType.LINUX
+        assert linux_p.paths.config_dir == Path("/tmp/test_xdg_config/artemis")
+        assert linux_p.paths.data_dir == Path("/tmp/test_xdg_data/artemis")
+        assert linux_p.process.path_separator == ":"
+
+
+def test_darwin_platform_paths():
+    """Verify macOS platform paths adhere to Apple Library standards."""
+    darwin_p = DarwinPlatform()
+    assert darwin_p.os_type == OSType.MACOS
+    assert "Library/Application Support" in str(darwin_p.paths.config_dir)
+    assert darwin_p.process.path_separator == ":"
+
+
+def test_windows_platform_paths():
+    """Verify Windows platform paths adhere to AppData standards."""
+    with patch.dict(
+        "os.environ",
+        {
+            "APPDATA": "C:\\Users\\Test\\AppData\\Roaming",
+            "LOCALAPPDATA": "C:\\Users\\Test\\AppData\\Local",
+        },
+        clear=False,
+    ):
+        with patch.object(Path, "mkdir", return_value=None):
+            win_p = WindowsPlatform()
+            assert win_p.os_type == OSType.WINDOWS
+            assert str(win_p.paths.config_dir).startswith("C:\\Users\\Test\\AppData\\Roaming")
+            assert str(win_p.paths.data_dir).startswith("C:\\Users\\Test\\AppData\\Local")
+            assert win_p.process.path_separator == ";"
+            assert win_p.get_install_command("adb") == "winget install Google.PlatformTools"
diff --git a/tests/unit/core/test_toolchain.py b/tests/unit/core/test_toolchain.py
new file mode 100644
index 0000000..00e58bf
--- /dev/null
+++ b/tests/unit/core/test_toolchain.py
@@ -0,0 +1,48 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests for ToolchainResolver and binary discovery."""
+
+from pathlib import Path
+from unittest.mock import patch
+
+from artemis.toolchain import ToolchainResolver, find_adb, find_ffmpeg, find_scrcpy
+
+
+def test_toolchain_env_override():
+    """Verify explicit environment variables override tool path resolution."""
+    resolver = ToolchainResolver()
+    fake_adb = Path("/tmp/fake_adb_binary")
+    fake_adb.touch(exist_ok=True)
+
+    with patch.dict("os.environ", {"ARTEMIS_ADB_PATH": str(fake_adb)}):
+        resolved = resolver.resolve("adb", force_refresh=True)
+        assert resolved == str(fake_adb.resolve())
+
+
+def test_toolchain_helper_functions():
+    """Verify toolchain discovery helper functions return strings."""
+    adb = find_adb()
+    ffmpeg = find_ffmpeg()
+    scrcpy = find_scrcpy()
+
+    assert isinstance(adb, str) and len(adb) > 0
+    assert isinstance(ffmpeg, str) and len(ffmpeg) > 0
+    assert isinstance(scrcpy, str) and len(scrcpy) > 0
+
+
+def test_toolchain_is_installed_lookup():
+    """Verify is_installed check on known and unknown tools."""
+    resolver = ToolchainResolver()
+    assert resolver.is_installed("non_existent_tool_xyz123") is False
diff --git a/tests/unit/data_engine/test_latency_optimizations_deep.py b/tests/unit/data_engine/test_latency_optimizations_deep.py
index 49361f7..6d07458 100644
--- a/tests/unit/data_engine/test_latency_optimizations_deep.py
+++ b/tests/unit/data_engine/test_latency_optimizations_deep.py
@@ -328,7 +328,10 @@ async def test_ocr_api_persistent_http_client_singleton_and_tls_reuse():
         ]
     }
 
-    with patch.object(client1, "post", new_callable=AsyncMock) as mock_post:
+    with (
+        patch.object(client1, "post", new_callable=AsyncMock) as mock_post,
+        patch.dict("os.environ", {"OCR_API_KEY": "mock_api_key"}),
+    ):
         mock_post.return_value = fake_ocr_resp
         result = await ocr_api.perform_ocr(screenshot_b64="ZHVtbXlfYjY0")
 
@@ -434,7 +437,10 @@ async def test_validator_pre_execution_loop_reverted_to_exact_safety_contract(
             new_callable=AsyncMock,
         ) as mock_analyze,
     ):
-        mock_get_screen.return_value = ("dummy_b64", "dummy_stem")
+        mock_get_screen.return_value = (
+            base64.b64encode(b"dummy_bytes_here").decode("utf-8"),
+            "dummy_stem",
+        )
         # 1. XML check returns failure (TARGET_OCCUPIED by 'Sign Up' button)
         mock_xml.return_value = (
             False,
diff --git a/tests/unit/mcp/test_backward_compatibility.py b/tests/unit/mcp/test_backward_compatibility.py
new file mode 100644
index 0000000..507a8b1
--- /dev/null
+++ b/tests/unit/mcp/test_backward_compatibility.py
@@ -0,0 +1,63 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests for backward compatibility layer with legacy 'jetski' imports."""
+
+import importlib.util
+import pytest
+
+if not importlib.util.find_spec("jetski"):
+    pytest.skip("Legacy 'jetski' package not installed", allow_module_level=True)
+
+
+def test_legacy_jetski_mcp_imports():
+    from jetski.mcp.base import mcp as jetski_mcp
+    from mcp_server.base import mcp as mcp_server_mcp
+
+    assert jetski_mcp is mcp_server_mcp
+
+
+def test_legacy_jetski_tools_imports():
+    from jetski.mcp.tools.task_runner import mobile_run_task as j_run
+    from mcp_server.tools.task_runner import mobile_run_task as a_run
+
+    assert j_run is a_run
+
+    from jetski.mcp.tools.task_manager import mobile_manage_task as j_manage
+    from mcp_server.tools.task_manager import mobile_manage_task as a_manage
+
+    assert j_manage is a_manage
+
+    from jetski.mcp.tools.device_state import mobile_get_device_state as j_dev
+    from mcp_server.tools.device_state import mobile_get_device_state as a_dev
+
+    assert j_dev is a_dev
+
+    from jetski.mcp.tools.inspect_trace import mobile_inspect_trace as j_insp
+    from mcp_server.tools.inspect_trace import mobile_inspect_trace as a_insp
+
+    assert j_insp is a_insp
+
+
+def test_legacy_jetski_utils_imports():
+    from jetski.utils.trace_store import init_trace
+    from mcp_server.utils.trace_store import init_trace as a_init
+
+    assert init_trace is a_init
+
+    from jetski.utils.notifier import notify, notify_jetski
+    from mcp_server.notifiers import notify as a_notify
+
+    assert notify is a_notify
+    assert callable(notify_jetski)
diff --git a/tests/unit/mcp/test_mcp_tools.py b/tests/unit/mcp/test_mcp_tools.py
new file mode 100644
index 0000000..8532864
--- /dev/null
+++ b/tests/unit/mcp/test_mcp_tools.py
@@ -0,0 +1,113 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests for Artemis MCP Tools."""
+
+import inspect
+import shutil
+import tempfile
+import uuid
+import pytest
+
+from mcp_server.tools import (
+    mobile_get_device_state,
+    mobile_inspect_trace,
+    mobile_manage_task,
+    mobile_run_task,
+)
+from mcp_server.utils import trace_store
+
+
+@pytest.fixture
+def temp_trace_env(monkeypatch):
+    temp_dir = tempfile.mkdtemp()
+    monkeypatch.setattr(trace_store, "TRACES_DIR", temp_dir)
+    yield temp_dir
+    shutil.rmtree(temp_dir, ignore_errors=True)
+
+
+def test_tool_signatures():
+    # mobile_run_task signature check
+    sig_run = inspect.signature(mobile_run_task)
+    assert "task_desc" in sig_run.parameters
+    assert "conversation_id" in sig_run.parameters
+    assert "model" in sig_run.parameters
+    assert "locked_app_package" in sig_run.parameters
+    assert "app_path" in sig_run.parameters
+    assert "expected_output_desc" in sig_run.parameters
+
+    # mobile_manage_task signature check
+    sig_manage = inspect.signature(mobile_manage_task)
+    assert "action" in sig_manage.parameters
+    assert "trace_id" in sig_manage.parameters
+    assert "instruction" in sig_manage.parameters
+
+    # mobile_get_device_state signature check
+    sig_device = inspect.signature(mobile_get_device_state)
+    assert "view_type" in sig_device.parameters
+
+    # mobile_inspect_trace signature check
+    sig_inspect = inspect.signature(mobile_inspect_trace)
+    assert "action" in sig_inspect.parameters
+    assert "trace_id" in sig_inspect.parameters
+    assert "step_number" in sig_inspect.parameters
+
+
+def test_mobile_run_task_invalid_model():
+    with pytest.raises(ValueError, match="Invalid model"):
+        mobile_run_task(task_desc="test", conversation_id="conv-1", model="invalid_model")
+
+
+def test_mobile_manage_task_unknown_trace(temp_trace_env):
+    res = mobile_manage_task(action="status", trace_id="non-existent-trace")
+    assert res["status"] == "unknown"
+    assert "not found" in res["message"]
+
+
+def test_mobile_manage_task_status_and_stop(temp_trace_env):
+    trace_id = str(uuid.uuid4())
+    trace_store.init_trace(trace_id, "Test task", "Flash", "conv-1")
+
+    # Status check
+    status_res = mobile_manage_task(action="status", trace_id=trace_id)
+    assert status_res["trace_id"] == trace_id
+    assert status_res["status"] == "running"
+    assert status_res["model"] == "Flash"
+
+    # Stop without PID
+    stop_res = mobile_manage_task(action="stop", trace_id=trace_id)
+    assert stop_res["trace_id"] == trace_id
+    assert "PID" in stop_res["message"] or "Cannot stop" in stop_res["message"]
+
+
+def test_mobile_manage_task_inject_instruction(temp_trace_env):
+    trace_id = str(uuid.uuid4())
+    trace_store.init_trace(trace_id, "Test task", "Pro", "conv-1")
+
+    # Missing instruction parameter
+    err_res = mobile_manage_task(action="inject_instruction", trace_id=trace_id)
+    assert "Missing required argument" in err_res["message"]
+
+    # Valid injection
+    ok_res = mobile_manage_task(
+        action="inject_instruction", trace_id=trace_id, instruction="Scroll down slowly"
+    )
+    assert "Successfully injected" in ok_res["message"]
+
+
+@pytest.mark.asyncio
+async def test_mobile_inspect_trace_invalid_action():
+    res = await mobile_inspect_trace(action="invalid_action", trace_id="trace-123")
+    assert "error" in res
+    assert "not supported" in res["message"]
diff --git a/tests/unit/mcp/test_notifiers.py b/tests/unit/mcp/test_notifiers.py
new file mode 100644
index 0000000..9a02275
--- /dev/null
+++ b/tests/unit/mcp/test_notifiers.py
@@ -0,0 +1,131 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests for MCP Multi-Environment Notifiers."""
+
+import json
+import os
+import shutil
+import tempfile
+import pytest
+
+from mcp_server.notifiers import (
+    BaseNotifier,
+    CompositeNotifier,
+    DesktopNotifier,
+    FileNotifier,
+    WebhookNotifier,
+    notify,
+)
+from mcp_server.utils import trace_store
+
+
+class DummyNotifier(BaseNotifier):
+    def __init__(self, available: bool = True, return_val: bool = True):
+        self._available = available
+        self._return_val = return_val
+        self.called_with = None
+
+    @property
+    def name(self) -> str:
+        return "dummy"
+
+    def is_available(self) -> bool:
+        return self._available
+
+    def notify(self, conversation_id, message, title=None, event_type="completed", payload=None):
+        self.called_with = {
+            "conversation_id": conversation_id,
+            "message": message,
+            "title": title,
+            "event_type": event_type,
+            "payload": payload,
+        }
+        return self._return_val
+
+
+def test_file_notifier():
+    temp_dir = tempfile.mkdtemp()
+    try:
+        trace_id = "test-file-trace-123"
+        trace_dir = os.path.join(temp_dir, trace_id)
+        os.makedirs(trace_dir, exist_ok=True)
+
+        notifier = FileNotifier()
+        with pytest.MonkeyPatch.context() as mp:
+            mp.setattr(trace_store, "TRACES_DIR", temp_dir)
+            success = notifier.notify(
+                conversation_id="conv-1",
+                message="Task completed",
+                title="Done",
+                event_type="completed",
+                payload={"trace_id": trace_id},
+            )
+            assert success is True
+
+            log_file = os.path.join(trace_dir, "notifications.jsonl")
+            assert os.path.exists(log_file)
+            with open(log_file, encoding="utf-8") as f:
+                lines = f.readlines()
+                assert len(lines) == 1
+                entry = json.loads(lines[0])
+                assert entry["event_type"] == "completed"
+                assert entry["message"] == "Task completed"
+    finally:
+        shutil.rmtree(temp_dir, ignore_errors=True)
+
+
+def test_webhook_notifier_not_configured(monkeypatch):
+    for var in WebhookNotifier.ENV_VARS:
+        monkeypatch.delenv(var, raising=False)
+    notifier = WebhookNotifier()
+    assert notifier.is_available() is False
+    assert notifier.notify("conv-1", "hello") is False
+
+
+def test_desktop_notifier_not_enabled(monkeypatch):
+    monkeypatch.delenv("ARTEMIS_DESKTOP_NOTIFY", raising=False)
+    notifier = DesktopNotifier()
+    assert notifier.is_available() is False
+
+
+def test_composite_notifier_dispatch():
+    d1 = DummyNotifier(available=True, return_val=True)
+    d2 = DummyNotifier(available=False, return_val=False)
+    d3 = DummyNotifier(available=True, return_val=True)
+
+    composite = CompositeNotifier(notifiers=[d1, d2, d3])
+    assert composite.is_available() is True
+
+    result = composite.notify(
+        conversation_id="conv-abc",
+        message="Hello World",
+        title="Test Title",
+        event_type="completed",
+        payload={"key": "val"},
+    )
+    assert result is True
+    assert d1.called_with is not None
+    assert d1.called_with["conversation_id"] == "conv-abc"
+    assert d2.called_with is None
+    assert d3.called_with is not None
+
+
+def test_global_notify_function():
+    res = notify(
+        conversation_id="conv-xyz",
+        message="Test message",
+        payload={"trace_id": "test-trace"},
+    )
+    assert isinstance(res, bool)
diff --git a/tests/unit/mcp/test_trace_store.py b/tests/unit/mcp/test_trace_store.py
new file mode 100644
index 0000000..ba2b172
--- /dev/null
+++ b/tests/unit/mcp/test_trace_store.py
@@ -0,0 +1,77 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests for MCP trace store."""
+
+import shutil
+import tempfile
+import uuid
+import pytest
+
+from mcp_server.utils import trace_store
+
+
+@pytest.fixture
+def temp_trace_env(monkeypatch):
+    temp_dir = tempfile.mkdtemp()
+    monkeypatch.setattr(trace_store, "TRACES_DIR", temp_dir)
+    yield temp_dir
+    shutil.rmtree(temp_dir, ignore_errors=True)
+
+
+def test_init_and_read_status(temp_trace_env):
+    trace_id = str(uuid.uuid4())
+    task_desc = "Test open settings"
+    model = "Flash"
+    conv_id = "test-conv-123"
+
+    init_res = trace_store.init_trace(trace_id, task_desc, model, conv_id)
+    assert init_res["trace_id"] == trace_id
+    assert init_res["status"] == "running"
+    assert init_res["model"] == "Flash"
+
+    status_data = trace_store.read_status(trace_id)
+    assert status_data is not None
+    assert status_data["trace_id"] == trace_id
+    assert status_data["task_desc"] == task_desc
+    assert status_data["conversation_id"] == conv_id
+
+
+def test_update_trace_status(temp_trace_env):
+    trace_id = str(uuid.uuid4())
+    trace_store.init_trace(trace_id, "Test task", "Pro", "conv-456")
+
+    updated = trace_store.update_trace_status(
+        trace_id=trace_id,
+        status="completed",
+        result={"success": True},
+    )
+    assert updated is not None
+    assert updated["status"] == "completed"
+    assert updated["result"] == {"success": True}
+    assert updated["end_time"] is not None
+
+    failed = trace_store.update_trace_status(
+        trace_id=trace_id,
+        status="failed",
+        error="App crashed",
+    )
+    assert failed is not None
+    assert failed["status"] == "failed"
+    assert failed["error"] == "App crashed"
+
+
+def test_read_nonexistent_status(temp_trace_env):
+    non_existent = str(uuid.uuid4())
+    assert trace_store.read_status(non_existent) is None
diff --git a/tests/unit/test_cli.py b/tests/unit/test_cli.py
index e20fcb3..81159a2 100644
--- a/tests/unit/test_cli.py
+++ b/tests/unit/test_cli.py
@@ -27,7 +27,6 @@ def test_cli_help():
     assert "Artemis: Autonomous Multimodal Android Agent" in result.output
     assert "run" in result.output
     assert "batch" in result.output
-    assert "bench" in result.output
     assert "server" in result.output
     assert "trace" in result.output
     assert "mcp" in result.output
@@ -63,3 +62,19 @@ def test_cli_trace_help():
     assert result.exit_code == 0
     assert "list" in result.output
     assert "view" in result.output
+
+
+def test_cli_mcp_help():
+    """Verify 'artemis mcp --help' lists server options."""
+    result = runner.invoke(app, ["mcp", "--help"])
+    assert result.exit_code == 0
+    assert "--type" in result.output
+    assert "--generate-config" in result.output
+
+
+def test_cli_mcp_generate_config():
+    """Verify 'artemis mcp --generate-config cursor' produces valid configuration."""
+    result = runner.invoke(app, ["mcp", "--generate-config", "cursor"])
+    assert result.exit_code == 0
+    assert "mcpServers" in result.output
+    assert "mcp_server" in result.output
diff --git a/tests/unit/test_config_package.py b/tests/unit/test_config_package.py
index dad3200..c7d10be 100644
--- a/tests/unit/test_config_package.py
+++ b/tests/unit/test_config_package.py
@@ -107,6 +107,47 @@ def test_settings_and_api_key_fallbacks(monkeypatch):
     assert custom_settings.get_api_key("xai").get_secret_value() == "xai_test_key"
 
 
+def test_placeholder_api_key_filtering(monkeypatch):
+    """Test that default template placeholders are filtered out and treated as unconfigured."""
+    from artemis.config.settings import is_placeholder_key
+
+    assert is_placeholder_key("your_gemini_api_key_here") is True
+    assert is_placeholder_key("your_google_cloud_vision_api_key_here") is True
+    assert is_placeholder_key("your_openai_api_key_here") is True
+    assert is_placeholder_key("your_custom_key_here") is True
+    assert is_placeholder_key("<your-api-key>") is True
+    assert is_placeholder_key("[api_key]") is True
+    assert is_placeholder_key("API_KEY") is True
+    assert is_placeholder_key("") is True
+    assert is_placeholder_key(None) is True
+    assert is_placeholder_key("AIzaSyValidGeminiKey12345") is False
+
+    for env_k in (
+        "GOOGLE_API_KEY",
+        "GEMINI_API_KEY",
+        "GCP_API_KEY",
+        "OPENAI_API_KEY",
+        "ANTHROPIC_API_KEY",
+        "OPEN_ROUTER_API_KEY",
+        "XAI_API_KEY",
+        "OCR_API_KEY",
+        "VISION_API_KEY",
+        "API_KEY",
+    ):
+        monkeypatch.delenv(env_k, raising=False)
+
+    placeholder_settings = Settings(
+        _env_file=None,
+        GEMINI_API_KEY=SecretStr("your_gemini_api_key_here"),
+        OPENAI_API_KEY=SecretStr("your_openai_api_key_here"),
+        OCR_API_KEY=SecretStr("your_google_cloud_vision_api_key_here"),
+    )
+    assert placeholder_settings.get_api_key("google") is None
+    assert placeholder_settings.get_api_key("gemini") is None
+    assert placeholder_settings.get_api_key("openai") is None
+    assert placeholder_settings.get_api_key("ocr") is None
+
+
 def test_llm_config_parsing_and_merging():
     """Test LLMConfig parsing, agent querying, and deep merging."""
     llm_cfg = get_default_llm_config()
diff --git a/tests/unit/test_context.py b/tests/unit/test_context.py
index 7af7940..0669632 100644
--- a/tests/unit/test_context.py
+++ b/tests/unit/test_context.py
@@ -12,7 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-
 import asyncio
 import pytest
 from artemis.context import ArtemisContext, DeviceContext, DevicePlatform
diff --git a/tests/unit/test_credentials_validator.py b/tests/unit/test_credentials_validator.py
new file mode 100644
index 0000000..d4d3703
--- /dev/null
+++ b/tests/unit/test_credentials_validator.py
@@ -0,0 +1,80 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import pytest
+from unittest.mock import AsyncMock, patch, MagicMock
+from artemis.utils.credentials_validator import validate_api_key, _extract_error_message
+
+
+def test_extract_error_message():
+    resp_google = MagicMock()
+    resp_google.json.return_value = {"error": {"message": "API key invalid."}}
+    assert _extract_error_message(resp_google) == "API key invalid."
+
+    resp_openai = MagicMock()
+    resp_openai.json.return_value = {"message": "Incorrect API key."}
+    assert _extract_error_message(resp_openai) == "Incorrect API key."
+
+    resp_fallback = MagicMock()
+    resp_fallback.json.side_effect = Exception("JSON parse error")
+    resp_fallback.text = "Raw error text"
+    assert _extract_error_message(resp_fallback) == "Raw error text"
+
+
+@pytest.mark.asyncio
+async def test_validate_empty_and_placeholder():
+    is_valid, msg = await validate_api_key("google", "")
+    assert not is_valid
+    assert "empty" in msg.lower()
+
+    is_valid, msg = await validate_api_key("google", "API_KEY")
+    assert not is_valid
+    assert "placeholder" in msg.lower()
+
+
+@pytest.mark.asyncio
+async def test_validate_gemini_success():
+    with patch("httpx.AsyncClient.get", new_callable=AsyncMock) as mock_get:
+        mock_resp = MagicMock()
+        mock_resp.status_code = 200
+        mock_get.return_value = mock_resp
+
+        is_valid, msg = await validate_api_key("google", "valid_key_12345")
+        assert is_valid
+        assert "verified successfully" in msg
+
+
+@pytest.mark.asyncio
+async def test_validate_gemini_failure():
+    with patch("httpx.AsyncClient.get", new_callable=AsyncMock) as mock_get:
+        mock_resp = MagicMock()
+        mock_resp.status_code = 400
+        mock_resp.json.return_value = {"error": {"message": "API key not valid."}}
+        mock_get.return_value = mock_resp
+
+        is_valid, msg = await validate_api_key("google", "bad_key_12345")
+        assert not is_valid
+        assert "API key not valid" in msg
+
+
+@pytest.mark.asyncio
+async def test_validate_ocr_success():
+    with patch("httpx.AsyncClient.post", new_callable=AsyncMock) as mock_post:
+        mock_resp = MagicMock()
+        mock_resp.status_code = 200
+        mock_post.return_value = mock_resp
+
+        is_valid, msg = await validate_api_key("ocr", "valid_ocr_key_12345")
+        assert is_valid
+        assert "verified successfully" in msg
diff --git a/tests/unit/test_gemini_role.py b/tests/unit/test_gemini_role.py
index ac8f8dc..b045db8 100644
--- a/tests/unit/test_gemini_role.py
+++ b/tests/unit/test_gemini_role.py
@@ -17,10 +17,22 @@ from google.genai import types
 from google.genai.errors import APIError
 import pytest
 
+pytestmark = pytest.mark.skip(
+    reason="Exploratory live API verification test for Gemini SDK role support"
+)
+
 
 @pytest.fixture
 def client():
     """Initializes the Gemini client. Requires GEMINI_API_KEY in environment."""
+    import os
+    from artemis.config.settings import is_placeholder_key
+
+    key = os.environ.get("GEMINI_API_KEY") or os.environ.get("GOOGLE_API_KEY")
+    if not key or is_placeholder_key(key):
+        pytest.skip(
+            "Valid GEMINI_API_KEY / GOOGLE_API_KEY not configured for live Gemini role tests"
+        )
     try:
         return genai.Client()
     except Exception as e:
@@ -38,7 +50,7 @@ def test_gemini_role_tool_fails(client):
 
     with pytest.raises(APIError) as exc_info:
         client.models.generate_content(
-            model="gemini-3.6-flash",
+            model="gemini-3.7-flash",
             contents=contents,
         )
 
@@ -60,7 +72,7 @@ def test_gemini_role_user_succeeds(client):
 
     # This should not raise any exceptions
     response = client.models.generate_content(
-        model="gemini-3.6-flash",
+        model="gemini-3.7-flash",
         contents=contents,
     )
 
diff --git a/tests/unit/test_planner.py b/tests/unit/test_planner.py
index c7dcee1..2679eaf 100644
--- a/tests/unit/test_planner.py
+++ b/tests/unit/test_planner.py
@@ -13,10 +13,12 @@
 # limitations under the License.
 
 import asyncio
-from pathlib import Path
 from artemis.agents.planner.planner import run_async_planner_validation
 
 
+from pathlib import Path
+
+
 class DummyDataEngine:
     def get_agent_friendly_steps(self):
         return []
@@ -24,23 +26,39 @@ class DummyDataEngine:
 
 class DummyCtx:
     data_engine = DummyDataEngine()
-    project_dir = str(Path(__file__).resolve().parent.parent.parent)
+    project_dir = str(Path(__file__).resolve().parents[2])
 
 
-async def test():
+import pytest
+from unittest.mock import AsyncMock, MagicMock, patch
+from artemis.agents.planner.planner import ValidationResult
+
+
+@pytest.mark.asyncio
+async def test_planner_validation():
     content_before = "- [/] Click the button\n- [ ] Complete task"
     content_after = (
         "- [/] Click the button\n- [ ] Complete task\n- [ ] New subgoal appended at bottom"
     )
-    res = await run_async_planner_validation(
-        ctx=DummyCtx(),
-        initial_goal="Do the task",
-        content_before=content_before,
-        content_after=content_after,
-        operator_raw_thinking="I need to add a new subgoal",
-        operator_native_thinking="Thinking...",
+    mock_llm = MagicMock()
+    mock_structured = MagicMock()
+    mock_structured.ainvoke = AsyncMock(
+        return_value=ValidationResult(is_approved=True, feedback="Valid plan modification")
     )
-    print(res)
+    mock_llm.with_structured_output.return_value = mock_structured
+
+    with patch("artemis.agents.planner.planner.get_llm", return_value=mock_llm):
+        res = await run_async_planner_validation(
+            ctx=DummyCtx(),
+            initial_goal="Do the task",
+            content_before=content_before,
+            content_after=content_after,
+            operator_raw_thinking="I need to add a new subgoal",
+            operator_native_thinking="Thinking...",
+        )
+    assert res is not None
+    assert res.get("status") == "success"
 
 
-asyncio.run(test())
+if __name__ == "__main__":
+    asyncio.run(test_planner_validation())
diff --git a/tests/unit/tools/test_swipe_tool.py b/tests/unit/tools/test_swipe_tool.py
index f3b1663..d5a01b8 100644
--- a/tests/unit/tools/test_swipe_tool.py
+++ b/tests/unit/tools/test_swipe_tool.py
@@ -112,7 +112,7 @@ async def test_swipe_direct_execution_with_ctx_direction(mock_ctx):
         mock_controller_cls.return_value = mock_controller_inst
 
         result = await swipe.execute(ctx=mock_ctx, action="down", duration=400)
-        mock_controller_inst.swipe_coords.assert_called_once_with(540, 480, 540, 1920, 400)
+        mock_controller_inst.swipe_coords.assert_called_once_with(648, 720, 648, 1680, 400)
         assert "Swipe completed successfully." in result
 
 
@@ -253,3 +253,74 @@ def test_parse_swipe_parameters_direct():
     k, t, d = parse_swipe_parameters({"action": "up"})
     assert k == "direction"
     assert t == "up"
+
+
+def test_compute_smart_swipe_coordinates_fallback():
+    """Verify fallback smart swipe coordinates on full screen."""
+    from artemis.utils.coordinates import compute_smart_swipe_coordinates
+
+    sx, sy, ex, ey, dur = compute_smart_swipe_coordinates("up", width=1080, height=2400)
+    assert sx == 648
+    assert ex == 648
+    assert sy == 1680
+    assert ey == 720
+    assert 700 <= dur <= 900
+
+
+def test_compute_smart_swipe_coordinates_with_target_element():
+    """Verify container-aware coordinates when target element index is specified."""
+    from artemis.utils.coordinates import compute_smart_swipe_coordinates
+
+    indexed_elements = [
+        {"bounds": "[0, 200][1080, 1200]"},  # Element 1
+        {"bounds": "[100, 500][900, 1500]"},  # Element 2 (width=800, height=1000)
+    ]
+    # Swipe up within element 2
+    sx, sy, ex, ey, dur = compute_smart_swipe_coordinates(
+        direction="up",
+        target=2,
+        indexed_elements=indexed_elements,
+        width=1080,
+        height=2400,
+    )
+    # c_left=100, c_top=500, c_width=800, c_height=1000
+    # sx = ex = 100 + 800 * 0.6 = 580
+    # sy = 500 + 1000 * 0.7 = 1200
+    # ey = 500 + 1000 * 0.3 = 800
+    assert sx == 580
+    assert ex == 580
+    assert sy == 1200
+    assert ey == 800
+
+
+def test_compute_smart_swipe_coordinates_with_scrollable_hierarchy():
+    """Verify auto-detection of scrollable container in UI hierarchy."""
+    from artemis.utils.coordinates import compute_smart_swipe_coordinates
+
+    ui_hierarchy = [
+        {
+            "class": "android.widget.FrameLayout",
+            "bounds": "[0, 0][1080, 2400]",
+            "children": [
+                {
+                    "class": "androidx.recyclerview.widget.RecyclerView",
+                    "scrollable": True,
+                    "bounds": "[50, 300][1030, 2100]",  # width=980, height=1800
+                }
+            ],
+        }
+    ]
+    sx, sy, ex, ey, dur = compute_smart_swipe_coordinates(
+        direction="down",
+        ui_hierarchy=ui_hierarchy,
+        width=1080,
+        height=2400,
+    )
+    # c_left=50, c_top=300, c_width=980, c_height=1800
+    # sx = ex = 50 + 980 * 0.6 = 638
+    # sy = 300 + 1800 * 0.3 = 840
+    # ey = 300 + 1800 * 0.7 = 1560
+    assert sx == 638
+    assert ex == 638
+    assert sy == 840
+    assert ey == 1560
diff --git a/tests/unit/utils/test_coordinates_sequence.py b/tests/unit/utils/test_coordinates_sequence.py
new file mode 100644
index 0000000..133fec6
--- /dev/null
+++ b/tests/unit/utils/test_coordinates_sequence.py
@@ -0,0 +1,105 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests for sequence coordinate normalization and overlay visualization."""
+
+import io
+from PIL import Image
+from artemis.utils.coordinates import normalize_step_actions
+from artemis.utils.visualization import draw_action_overlay_on_image
+
+
+def test_normalize_step_actions_click_sequence_does_not_inherit_single_action():
+    """Verify that click_sequence does NOT inherit single coordinates from action_taken."""
+    step_dict = {
+        "step_id": "step-123",
+        "action_taken": [
+            {
+                "action": "tap",
+                "coordinates": [540, 720],
+                "normalized_coordinates": [500, 300],
+            }
+        ],
+        "generic_tools": [
+            {
+                "name": "click_sequence",
+                "payload": {
+                    "args": {
+                        "sequence": "[[500, 300], [876, 360]]",
+                        "delay_ms": "50",
+                    },
+                    "result": {
+                        "status": "success",
+                        "outcome": "Sequence clicked successfully: Tapped at [540, 720]; Tapped at [946, 864]",
+                    },
+                },
+            }
+        ],
+        "extra_metadata": {"width": 1080, "height": 2400},
+    }
+
+    normalized = normalize_step_actions(step_dict)
+    tool = normalized["generic_tools"][0]
+    args = tool["payload"]["args"]
+
+    # Coordinates from first_act must NOT be injected into click_sequence
+    assert "coordinates" not in args or args.get("coordinates") is None
+    assert "normalized_coordinates" not in args or args.get("normalized_coordinates") is None
+
+    # Sequence must be parsed into a list and normalized
+    assert args["sequence"] == [[500, 300], [876, 360]]
+    assert args["normalized_sequence"] == [[500, 300], [876, 360]]
+
+
+def test_normalize_step_actions_physical_sequence():
+    """Verify that physical coordinates in sequence are converted into normalized_sequence."""
+    step_dict = {
+        "step_id": "step-456",
+        "action_taken": [],
+        "generic_tools": [
+            {
+                "name": "click_sequence",
+                "payload": {
+                    "args": {
+                        "sequence": [[540, 1200], [1080, 2400]],
+                    }
+                },
+            }
+        ],
+        "extra_metadata": {"width": 1080, "height": 2400},
+    }
+
+    normalized = normalize_step_actions(step_dict)
+    args = normalized["generic_tools"][0]["payload"]["args"]
+
+    assert args["normalized_sequence"] == [[500, 500], [1000, 1000]]
+
+
+def test_draw_action_overlay_click_sequence():
+    """Verify PIL overlay drawing for click_sequence with stringified sequence."""
+    img = Image.new("RGB", (1080, 2400), color="blue")
+    buf = io.BytesIO()
+    img.save(buf, format="JPEG")
+    raw_bytes = buf.getvalue()
+
+    action_args = {
+        "sequence": "[[500, 300], [876, 360]]",
+    }
+
+    annotated_bytes = draw_action_overlay_on_image(raw_bytes, "click_sequence", action_args)
+    assert annotated_bytes is not None
+    assert len(annotated_bytes) > 0
+
+    res_img = Image.open(io.BytesIO(annotated_bytes))
+    assert res_img.size == (1080, 2400)
diff --git a/tests/unit/utils/test_optional_ocr.py b/tests/unit/utils/test_optional_ocr.py
new file mode 100644
index 0000000..ca11614
--- /dev/null
+++ b/tests/unit/utils/test_optional_ocr.py
@@ -0,0 +1,198 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Unit tests verifying that OCR is optional and the system degrades gracefully."""
+
+from unittest.mock import AsyncMock, MagicMock, patch
+import pytest
+
+from artemis.agents.explorer.explorer import Explorer
+from artemis.config.settings import Settings
+from artemis.graph.perception import perception_node
+from artemis.graph.state import State
+from artemis.tools.base import ToolRegistry
+from artemis.tools.index import get_tools_from_wrappers
+from artemis.tools.mobile.ocr import (
+    ocr_recognition,
+    ocr_recognition_wrapper,
+)
+from artemis.utils.ocr_api import is_ocr_configured, perform_ocr
+from artemis.utils.ocr_xml_fusion import fuse_ocr_with_xml
+from artemis.utils.visualization import format_minimal_list_with_elements
+
+
+@pytest.mark.asyncio
+async def test_is_ocr_configured_false_when_unset(monkeypatch):
+    """Verify is_ocr_configured returns False when keys are unset or placeholder."""
+    monkeypatch.delenv("OCR_API_KEY", raising=False)
+    monkeypatch.delenv("VISION_API_KEY", raising=False)
+    monkeypatch.delenv("API_KEY", raising=False)
+    monkeypatch.delenv("GOOGLE_API_KEY", raising=False)
+
+    with patch.object(Settings, "get_api_key", return_value=None):
+        assert not is_ocr_configured()
+
+
+@pytest.mark.asyncio
+async def test_perform_ocr_returns_empty_list_when_unconfigured(monkeypatch):
+    """Verify perform_ocr returns [] when no OCR key is present."""
+    with (
+        patch.object(Settings, "get_api_key", return_value=None),
+        patch.dict("os.environ", {}, clear=True),
+    ):
+        result = await perform_ocr(screenshot_b64="dummy_b64")
+        assert result == []
+
+
+@pytest.mark.asyncio
+async def test_perform_ocr_executes_api_call_when_configured():
+    """Verify perform_ocr makes API request and parses responses when configured."""
+    mock_key = MagicMock()
+    mock_key.get_secret_value.return_value = "test_key"
+
+    with (
+        patch.object(Settings, "get_api_key", return_value=mock_key),
+        patch("artemis.utils.ocr_api.get_http_client") as mock_client,
+    ):
+        mock_resp = MagicMock()
+        mock_resp.status_code = 200
+        mock_resp.json.return_value = {
+            "responses": [
+                {
+                    "textAnnotations": [
+                        {"description": "Full text\nLogin", "boundingPoly": {}},
+                        {
+                            "description": "Login",
+                            "boundingPoly": {
+                                "vertices": [{"x": 100, "y": 200}, {"x": 300, "y": 250}]
+                            },
+                        },
+                    ]
+                }
+            ]
+        }
+        mock_http = AsyncMock()
+        mock_http.post.return_value = mock_resp
+        mock_client.return_value = mock_http
+
+        result = await perform_ocr(screenshot_b64="dummy_b64")
+        assert len(result) == 1
+        assert result[0]["text"] == "Login"
+
+
+def test_fuse_ocr_with_xml_empty_ocr_retains_xml_pruning():
+    """Verify fuse_ocr_with_xml preserves full XML structure and allows downstream pruning."""
+    sample_xml = [
+        {
+            "class": "android.widget.TextView",
+            "text": "Submit Button",
+            "bounds": "[100,200][300,250]",
+        },
+        {
+            "class": "android.widget.ImageView",
+            "content-desc": "Settings Icon",
+            "bounds": "[900,50][980,130]",
+        },
+    ]
+
+    # Fusing with empty OCR results
+    fused_xml = fuse_ocr_with_xml(sample_xml, [])
+    assert len(fused_xml) == 2
+    assert fused_xml[0]["text"] == "Submit Button"
+
+    # Downstream XML formatting / pruning
+    minimal_list, elements, labels = format_minimal_list_with_elements(
+        fused_xml, width=1080, height=2400
+    )
+    assert len(elements) == 2
+    assert "Submit Button" in minimal_list
+    assert "Settings Icon" in minimal_list
+    assert labels == ["1", "2"]
+
+
+def test_ocr_tool_not_exposed_when_unconfigured():
+    """Verify ocr_recognition tool is hidden and not exposed when OCR is unconfigured."""
+    with patch("artemis.tools.mobile.ocr.is_ocr_configured", return_value=False):
+        assert not ocr_recognition.is_available()
+
+        # ToolRegistry.list_tools filters out unavailable tools
+        available_tools = ToolRegistry.list_tools(available_only=True)
+        assert "ocr_recognition" not in [t.name for t in available_tools]
+
+        # ToolRegistry.get_langchain_tools filters out unavailable tools
+        mock_ctx = MagicMock()
+        lc_tools = ToolRegistry.get_langchain_tools(mock_ctx, available_only=True)
+        assert "ocr_recognition" not in [t.name for t in lc_tools]
+
+        # ToolRegistry.get_genai_declarations filters out unavailable tools
+        genai_tools = ToolRegistry.get_genai_declarations(available_only=True)
+        assert "ocr_recognition" not in [t.name for t in genai_tools]
+
+        # get_tools_from_wrappers excludes ocr_recognition_wrapper
+        wrapped_tools = get_tools_from_wrappers(mock_ctx, [ocr_recognition_wrapper])
+        assert len(wrapped_tools) == 0
+
+
+def test_explorer_does_not_expose_get_ocr_list_when_unconfigured():
+    """Verify Explorer does not expose get_ocr_list tool declaration when OCR is unconfigured."""
+    with patch("artemis.agents.explorer.explorer.is_ocr_configured", return_value=False):
+        mock_ctx = MagicMock()
+        mock_ctx.agent_config = None
+        explorer = Explorer(mock_ctx)
+        explorer.denylisted_tools = set()
+
+        exposed = explorer.get_exposed_tools()
+        exposed_names = [t.name for t in exposed]
+        assert "get_ocr_list" not in exposed_names
+
+
+@pytest.mark.asyncio
+async def test_perception_node_runs_smoothly_without_ocr():
+    """Verify perception_node runs from start to finish with pure XML when OCR is unconfigured."""
+    with (
+        patch("artemis.graph.perception.is_ocr_configured", return_value=False),
+        patch("artemis.graph.perception.UnifiedMobileController") as mock_controller_cls,
+    ):
+        mock_controller = MagicMock()
+        mock_device_data = MagicMock()
+        mock_device_data.width = 1080
+        mock_device_data.height = 2400
+        mock_device_data.base64 = "ZHVtbXk="
+        mock_device_data.bytes = b"dummy"
+        mock_device_data.elements = [
+            {
+                "class": "android.widget.Button",
+                "text": "Login",
+                "bounds": "[100,500][400,600]",
+            }
+        ]
+        mock_controller.get_screen_data = AsyncMock(return_value=mock_device_data)
+        mock_controller_cls.return_value = mock_controller
+
+        mock_ctx = MagicMock()
+        mock_ctx.data_engine = MagicMock()
+        mock_ctx.data_engine.current_step_id = "step_1"
+        mock_ctx.device = MagicMock()
+        mock_ctx.device.device_width = 1080
+        mock_ctx.device.device_height = 2400
+
+        mock_state = MagicMock(spec=State)
+        mock_state.structured_decisions = []
+
+        update = await perception_node(mock_state, mock_ctx)
+        assert update is not None
+        assert "latest_ui_hierarchy" in update
+        assert len(update["latest_ui_hierarchy"]) == 1
+        assert update["latest_ui_hierarchy"][0]["text"] == "Login"
+        assert update["operator_raw_data"]["ocr_results"] == []
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..4c88880
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,4878 @@
+version = 1
+revision = 3
+requires-python = ">=3.12"
+resolution-markers = [
+    "python_full_version >= '3.14' and sys_platform == 'win32'",
+    "python_full_version >= '3.14' and sys_platform != 'win32'",
+    "python_full_version == '3.13.*' and sys_platform == 'win32'",
+    "python_full_version == '3.13.*' and sys_platform != 'win32'",
+    "python_full_version < '3.13'",
+]
+
+[[package]]
+name = "adbutils"
+version = "2.12.0"
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+dependencies = [
+    { name = "deprecation" },
+    { name = "pillow" },
+    { name = "requests" },
+    { name = "retry2" },
+]
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