ARTEMIS is an autonomous multimodal Android agent and mobile UI automation platform engineered for physical devices and emulators. It combines state-of-the-art multimodal Vision-Language Models (VLMs) with hierarchical closed-loop planning, resilient self-healing, and deep Android subsystem integration. Key Features & Architectural Highlights: - Dual-Engine Orchestration: * Pro Engine: Multi-agent closed-loop (Planner -> Operator -> Validator/Failure Analyzer -> Summarizer) powered by LangGraph. * Flash Engine: Ultra-fast reactive loop for deterministic, low-latency UI execution (<35 steps). - Multimodal Perception & Grounding: * Hybrid visual screenshot grounding, real-time OCR extraction, and XML accessibility hierarchy parsing. * Dynamic-First, Coordinate-Fallback locating strategy for maximum resilience against UI drift. - Autonomous Self-Healing & Diagnostics: * Failure analyzer and safety net for popup dismissal, crash recovery, and auto-retry. * Diagnostic sub-agents for log analysis, video recording inspection, and object detection. - Unified CLI & Python SDK: * Rich CLI with commands: init, doctor, run, trace, batch, bench, server, and mcp. * Fluent Python SDK with Pydantic structured output models and package locking. - Multi-Provider LLM Architecture: * Support for Google Gemini, OpenAI, Anthropic Claude, Vertex AI, OpenRouter, xAI Grok, and local endpoints (Ollama/vLLM). * Centralized configuration in config/artemis.jsonc. - Native MCP & Observability: * Model Context Protocol (MCP) server endpoints for AI IDEs. * Full trace recording with before/after screenshots, action overlays, and execution replays. Change-Id: I430b93ee2b76b54cc5a3c6eeccd15d2cf29830a1
5 lines
2.6 KiB
JSON
5 lines
2.6 KiB
JSON
{
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"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.",
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"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`."
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}
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