feat(plugins): add managed runtime SDK and release 2.4.5

.env.example

@@ -6,6 +6,9 @@ OPENAI_BASE_URL=https://api-n-cd.playones.com/v1
 OPENAI_MODEL=gpt-6-luna
 # 单次模型 HTTP 请求超时（秒）
 OPENAI_TIMEOUT_SECONDS=300
+# 模型请求和模型凭据检查默认直连；设为 true 才读取 Windows/HTTP(S)_PROXY/ALL_PROXY/NO_PROXY。
+# 仅环境配置，不显示在网页中；修改后重启服务生效。TLS 校验及自定义 CA 不受影响。
+OPENAI_USE_SYSTEM_PROXY=false
 # 可选的后台步骤截图摘要单次超时，独立于上面的主模型请求超时。
 ARTEMIS_STEP_SUMMARIZER_TIMEOUT_SECONDS=120
 # 失败后最多重试 5 次，由 Artemis 统一管理，SDK 不叠加重试。
@@ -19,6 +22,10 @@ ARTEMIS_TOOL_FALLBACK_MAX_NO_PROGRESS_ATTEMPTS=3
 # default 表示不发送思考强度参数；接口不支持所选值时明确报错。
 OPENAI_REASONING_EFFORT=high
 
+# 探索独立默认值；网页已保存的探索配置优先，已创建会话保留快照。
+ARTEMIS_EXPLORATION_MODEL=gpt-6.1-terra
+ARTEMIS_EXPLORATION_REASONING_EFFORT=high
+
 # 1 跳过本次网页启动的 Codex MCP 与官方 artemis-use Skill 同步；默认自动安装/更新。
 ARTEMIS_SKIP_CODEX_SYNC=0
 
@@ -85,7 +92,7 @@ ARTEMIS_BATCH_MAX_EXECUTIONS=10000
 ARTEMIS_IMPORT_MAX_BYTES=10485760
 
 # 插件连接与安装预算（修改后重启服务）
-ARTEMIS_PLUGIN_MARKETPLACE_URL=https://git.playones.com/chenmingxuan/Artemis-Plugins/raw/branch/main/catalog.json
+ARTEMIS_PLUGIN_MARKETPLACE_URL=https://git.playones.com/chenmingxuan/Artemis-Plugins/raw/branch/main/catalog-v3.json
 ARTEMIS_PLUGIN_START_TIMEOUT_SECONDS=30
 ARTEMIS_PLUGIN_TOOL_TIMEOUT_SECONDS=60
 ARTEMIS_PLUGIN_SHUTDOWN_TIMEOUT_SECONDS=15

AGENTS.md

@@ -21,7 +21,7 @@
 | 探索、示范、用例提炼与复跑 | [探索说明](docs/exploration-mode.md) |
 | 插件协议、适配或市场协同 | [插件开发规范](docs/plugin-development.md)及插件仓库自身的 AGENTS.md、DESIGN.md |
 | 远程 Python SDK | [SDK 设计](packages/artemis-client/DESIGN.md)，保持标准库薄客户端边界 |
-| 继续历史开发、确认版本或发布 | [迁入时的开发快照](docs/development-handoff.md)、[2.1.0 发行说明](docs/releases/2.1.0.md)，再核对实时 Git 状态；`docs/plans/` 保留各自阶段的状态 |
+| 继续历史开发、确认版本或发布 | [README 当前发行入口](README.md)、对应发行说明及实时 Git 状态；[开发快照](docs/development-handoff.md)与 `docs/plans/` 仅作为历史线索，不替代当前源码与发布包核验 |
 
 ## Quick Commands
 
@@ -54,13 +54,13 @@ Windows 首次安装使用 `start.bat`，国内镜像使用 `start-cn.bat`。启
 - 历史压缩、视觉摘要与工具上下文调整须保留关键文件回执和来源，维护稳定的多轮前缀；缓存率使用实际用量加权统计，不把缓存输入当作消失的 token，也不承诺固定收益。
 - 设备动作回放已移除；只读历史步骤、截图和上下文回忆仍保留，不因 replay 命名误删这些能力。
 - 密钥仅通过网页或环境配置写入，读取配置不得回显；MCP 不接受密钥。全局配置修改影响后续任务，已保存配置优先于新安装默认值。
-- 新安装普通任务默认 `gpt-6-luna / high`，探索默认 `gpt-6.1-sol / high`；请求超时 300 秒、失败后重试 5 次、间隔 10 秒，视频分析与普通录屏关闭。接口不支持思考强度时明确报错，不静默降级。
+- 新安装普通任务默认 `gpt-6-luna / high`，探索默认 `gpt-6.1-terra / high`；请求超时 300 秒、失败后重试 5 次、间隔 10 秒，视频分析与普通录屏关闭。接口不支持思考强度时明确报错，不静默降级。
 - 业务环境恢复由任务提示词提出，不新增默认业务回滚流程；连接、录像、子进程和资源锁的运行时收尾仍然必需。
 
 ## Conventions
 
 - Python 使用绝对导入、4 空格缩进和双引号，由 Ruff 检查；不要放宽质量基线来掩盖新增问题。
-- 新增可调参数集中进入配置层，并更新环境示例、网页/MCP 入口和必要文档；默认值同步 `config/artemis.jsonc` 与 `artemis/resources/config/artemis.jsonc`。
+- 新增可调参数集中进入配置层，按作用域更新环境示例、网页/MCP 入口和文档；明确仅供环境配置的参数不增加前端入口。JSON 默认值同步 `config/artemis.jsonc` 与 `artemis/resources/config/artemis.jsonc`。
 - MCP 工具增删时同步工具注册、CLI 安装白名单、测试、Skill 和能力文档。
 - 同步 Codex MCP/Skill 时保留已有工具白名单、禁用状态和审批策略；异常时保留原配置并告警，不生成非法 TOML 或阻断网页启动。
 - Windows PowerShell 启动脚本保持兼容 Windows PowerShell 5.1，避免编码导致解析失败。升级只做 Git 快进，保护已有配置和本地修改。
@@ -75,6 +75,16 @@ Windows 首次安装使用 `start.bat`，国内镜像使用 `start-cn.bat`。启
 - 设备验证沿用用户指定设备；多设备且未指定时先确认。编写应用交互测试前，先通过 ARTEMIS 探索实际页面和操作路径。
 - 提交前检查 `git diff --check` 和暂存范围，只暂存本次具体路径；报告实际执行的验证及未完成项，不将未运行的检查写成通过。
 
+## Release Gates
+
+- 主程序、SDK、插件和第三方依赖独立版本化。主程序升版只修改 `pyproject.toml` 的项目版本、`uv.lock` 的 artemis 条目及前端应用的根版本字段，发行文档另行更新。禁止对仓库或整个锁文件全局替换版本字符串。
+- 单独审查锁文件差异。第三方条目的版本、下载地址、完整性校验和依赖声明必须相互匹配；主程序升版不应改变这些条目。真正升级依赖时由包管理器生成并核对上游声明；发生 EINTEGRITY 先核验来源，禁止关闭校验或只照错误提示改哈希。
+- 发布前必须在隔离目录解压最终 ZIP，使用独立空 npm 缓存完成 `npm ci` 和生产构建，覆盖本次发布的官方/国内安装路径。包内安装或构建输入变化后必须重跑；不得清空用户全局缓存或改动用户运行目录来制造干净环境。
+- 记录实际 Node/npm 版本、镜像、源码提交、ZIP SHA256 和验证范围。已有 node_modules、构建指纹、缓存命中或大量单元测试通过，均不能证明全新安装成功；某个 Node 版本通过也不能冒充其他版本实测。测试和构建命令见前端局部指南。
+- 发布顺序：固定提交并打包 → 验证最终包 → 推送标签 → 创建草稿并上传包及校验文件 → 回读校验 → 正式发布 → 无认证下载核验。标签必须指向打包提交；推送标签后检查 Release 状态，本仓库曾出现 Gitea 将已有草稿自动发布的情况。失败时修复并重新验证，不提前宣布完成。
+- 候选包与正式包目录明确区分。候选包失效后移出可分发路径并标明替代版本，不能留下同名旧 ZIP 供用户误取；对外只给已核验的正式发布链接或准确文件路径。正式版本不覆盖原标签或附件，后续修复发补丁版。
+- 安装或市场版本不符时，先核对用户实际 ZIP 的 SHA256、运行源码提交及生效市场地址；不凭界面版本号判断，也不把未经验证的缓存假设当成原因。主程序与插件版本、索引兼容性分别验证。
+
 ## Boundaries
 
 - 始终保护用户任务、历史库、环境配置和凭据。不要把个人设备序列号、绝对目录或 API Key 写入源码。

DESIGN.md

@@ -64,8 +64,14 @@ ARTEMIS 面向使用自然语言执行、探索和复跑测试的人。当前产
 | 插件与证据 | `artemis/plugins` 管理安装、会话、版本固定、来源、截图、录像和附件；插件执行工具动作，宿主管理任务生命周期和最终验收 |
 | 配置与交付 | `artemis/config`、两份 `artemis.jsonc` 和环境配置提供默认值；`scripts` 负责启动、镜像、独立升级和源码打包 |
 
+插件运行辅助接口见 [SDK 与市场材料](docs/plugin-sdk.md)：已批准文件用不可变快照绑定实际消费字节，受管外部工具在返回前回收后代。宿主负责 MCP 总预算，插件负责内部超时和取消。开发检查保持轻量；市场材料使用独立内容指纹与验收记录校验，不代替源码、权利来源或真实业务审查。
+
 请求重试、业务执行与最终验收分别处理。提交使用稳定标识；创建批次或探索草稿不自动执行，查询不产生设备动作。执行准入和恢复遵守现有资源锁，任务固定所用插件版本，不能通过另建队列绕开互斥。
 
+设备保活是辅助服务。保活所属锁或旧保活清理目录不可访问时记录警告，不使设备连接、恢复或监控退出；未取得保活所属锁时不发送保活动作，也不创建替代锁绕过所属权。执行资源锁、主服务注册锁和队列写锁仍须成功取得。
+
+运行时准备阶段失败记录 `initialization_failed`，批次保留详细原因并暂停未开始项，修复环境后由用户继续，已失败项不自动重跑。模型请求导致的批次暂停单独标记；模型暂停结束后恢复既定调度及失败即停止策略。用户暂停、停止全部任务和服务重启后的恢复暂停均需用户继续，不被模型恢复覆盖。Flash 与 Pro/探索 Operator 的生成失败复用统一备用模型与重试预算；不完整输出不会成为动作，已有动作不因模型切换而重放。
+
 最终验收有独立总预算，按请求超时、重试和剩余任务时间协调，保留取证结果；完整有效的结构化结论才更新正式裁定。`completed`、工具成功、探索通过、用例提炼和复跑通过各自表达自己的状态。
 
 Responses 消息交给工具、下游解析器或正式裁定前，必须具有服务端 `completed` 状态；工具参数的原始字符串必须是完整 JSON 对象，不能使用库自动补全的半截参数。流结束或库补出的 `last` 标记不能替代完成状态。缺少终止事件、明确未完成或失败的流丢弃预览，进入现有无效输出恢复策略，最多重新请求一次，配置为零次重试时不重试；恢复保留已有工具证据，不重新提交业务任务。非流式、结构化输出和串接解析器遵守同一检查。
@@ -84,6 +90,10 @@ Responses 消息交给工具、下游解析器或正式裁定前，必须具有
 
 执行平台与证据来源分别记录。报告和证据索引从执行记录汇总来源及实际 step_id/call_id/source_id；界面、接口、文件和终端各自只能支持其观察范围，业务后台名称或网址不能推断平台。最终复核明确事实、矛盾和未验证边界；来源清单不生成新结论，不覆盖 AI 原判、有效结论或人工复验。
 
+原生安卓动作在派发时记录所选设备来源。安卓截图来源也可从已保存的成功截图回执读取设备、采集时间、文件路径和校验值，并引用实际 trace_id；兼容 Flash 与 Pro 的回执封装，不从模型参数补造来源。空步骤、笔记和结束声明不计入缺失动作来源；窗口枚举等无单一目标的操作保留未关联状态，该计数不等于截图丢失。未生成独立输出正文时，报告展示当前有效判定及依据，保留人工复验优先级，不把正文缺失写成验收结论缺失。
+
+规划器的笔记工具与执行器的设备、插件工具分别绑定。规划器依据任务的实际授权插件清单制定计划，由执行器加载并验证能力；规划阶段没有绑定动作工具，不表示任务缺少这些能力，也不构成重新申请授权的依据。
+
 MCP 与单任务 HTTP 入参拒绝未知字段，校验失败不调度任务。MCP JSON 结果保留兼容文本并提供 structuredContent；任务摘要分页明确总数与 next_offset，引用实际存储编号。跨端阶段先完整初始化，再按既有阶段 id 更新状态与依据；补丁保留其他阶段、范围、资源和顺序，合并后统一校验并保存，失败不更新内存状态。
 
 Flash 的最终 AI 判定与分析独立配置，默认关闭；首页功能配置和 MCP 共用保存的全局设置。任务开始时固定设置，尚未开始的任务使用最新值；批量、精选及提炼用例的 Flash 复跑同样遵循。关闭时跳过最终 Checker，保留正常执行、步骤、截图、报告和人工复验；结果为“执行完成 · 未做 AI 判定”，不标记“AI确认”或测试通过。Pro 与主动探索的验收规则保持不变。
@@ -94,7 +104,7 @@ Flash 的最终 AI 判定与分析独立配置，默认关闭；首页功能配
 
 收藏保存独立模板与执行配置，用例复跑固定版本；删除原任务不破坏已保存模板。历史与导出的有效结论合并人工复验，不能用新裁定改写旧证据。
 
-普通任务新安装默认 `gpt-6-luna / high`，探索单独使用 `gpt-6.1-sol / high`，保留已有配置。上下文参照上限 300k、默认历史压缩预算 80k，均不表示整条任务累计 token 限额。优化稳定前缀时保留关键文件回执、路径、校验和来源；费用收益依实际网关用量及计价判断。
+普通任务新安装默认 `gpt-6-luna / high`，探索单独使用 `gpt-6.1-terra / high`，保留已有配置。上下文参照上限 300k、默认历史压缩预算 80k，均不表示整条任务累计 token 限额。优化稳定前缀时保留关键文件回执、路径、校验和来源；费用收益依实际网关用量及计价判断。
 
 普通 Pro 的计划全部完成后，执行循环返回既有收尾和最终验收流程，不要求额外设备动作；有新指导或验收反馈时先处理反馈，探索模式仍须交付完整报告。完成计划不等于测试通过。Operator 写入计划时拒绝新增或增加同名顶层里程碑，撤销该次写入并返回工具错误；局部替换不得夹带目标范围外的里程碑，已有重复项可继续整理，确需重复的阶段使用不同名称。
 
@@ -147,6 +157,7 @@ Flash 的最终 AI 判定与分析独立配置，默认关闭；首页功能配
 - 通常以 4、6、8、12、16、24px 组织内部间距；沿用组件现有网格和断点。子容器允许收缩，长内容使用 `min-width: 0` 及合适换行。
 - 探索面板在 600px 以下收紧外边距并允许操作换行；模型选择控件宽度跟随容器。窄屏仍可辨认状态、选择来源和发送指导。
 - 列表后台刷新保留滚动、选择和折叠状态；首次加载与静默更新分开，避免周期性加载提示挤动内容。实时连接复用现有页面可见性管理。
+- 结束任务的错误与阻塞说明默认只占一行，点击展开安全 Markdown 正文与已有依据，长正文限高滚动。摘要优先采用已保存的有效结论原因，否则取执行错误首行；不新增 AI 复盘请求，不改写原始记录。展开说明不触发任务切换，刷新保留展开状态。
 
 ## Elevation
 
@@ -183,3 +194,15 @@ Flash 的最终 AI 判定与分析独立配置，默认关闭；首页功能配
 - 保留可见焦点、禁用反馈和减少动画偏好；录制红点表示实际录制，等待或执行中使用各自文案。
 - 源码已更新而页面仍旧时，先核对服务目录、构建与缓存；不通过反复增加样式覆盖掩盖旧构建问题。
 - 视觉变化验证代表性宽度、长标题、加载、等待回答、错误与展开状态；文档格式检查不等于渲染验证。开发检查按[前端指南](apps/showcase_ui/AGENTS.md)执行。
+
+## Workspace plugin extensions
+
+工作区扩展使用声明式清单版本 3，宿主提供回放面板、人工表单、任务存储和报告接口；不运行插件页面脚本，不另建队列或结果库。纯工作区插件不加入模型执行选择。接口定义见 [工作区插件](docs/workspace-plugins.md)。
+
+回放两侧面板默认收起、独立展开，普通浮窗和影院模式共用；插件声明期望/最小/最大宽度，宿主按视口收缩，窄屏一次展开一侧，始终保持面板位于回放的左侧或右侧。任务需求只展示本次运行最初的提示词，复用安全 Markdown 渲染。人工表单字段均可留空，不调用模型、不覆盖已有执行结论或人工复验。
+
+评审按单次任务和插件 ID 保存版本历史；运行中只读，终态可编辑或清空。停用/卸载隐藏面板与新导出字段但保留记录，任务删除时同步清理。报告只采用已安装且启用的贡献，空值保持空白；修改记录或插件状态使后续报告缓存失效。
+
+执行详情中的 Payload 默认折叠；其他超长字段也默认折叠，展开后保留完整可复制内容并限制显示高度。原始用例面板仅由启用的工作区插件声明，额外导入列不影响未启用插件的用户。评审支持所有执行模式和目标，用户修改评审后自动保存：结果选择立即保存，备注短暂防抖；切换任务前保存，失败时保留输入和当前任务。仅用户编辑触发写入，AI 不推断人工结论。
+
+模型网络代理策略仅由环境项 `OPENAI_USE_SYSTEM_PROXY` 控制，默认 false。同步、异步模型客户端和模型凭据检查统一遵循；不出现在前端配置中，不改变 TLS 验证与自定义 CA 设置。

README.md

@@ -2,13 +2,13 @@
 
 基于 [ARTEMIS](https://github.com/google/artemis) 扩展的 Android AI 自动化测试平台。用自然语言描述任务，即可通过简体中文网页或 MCP 驱动真机、模拟器执行操作并收集结果。模型统一使用 **OpenAI Responses API**。
 
-**2.2.0**：新增无需手机在线的仅 PC 测试、全局串行队列、暗色模式、Markdown 表格及可折叠复制的工具结果；修复安卓输入清空、观测恢复、排队状态与最终验收匹配。升级内容、验证范围与配套 Cua 插件见 [2.2.0 发行说明](docs/releases/2.2.0.md)。上一版本见 [2.1.0](docs/releases/2.1.0.md)；Python 3.12 启动修复见 [2.0.1](docs/releases/2.0.1.md)，探索、插件和精选任务等功能见 [2.0.0](docs/releases/2.0.0.md)。
+**2.4.5**：补齐插件开发辅助接口与市场材料检查，提供已批准文件快照、受管外部工具、故障自测和可运行模板。新 SDK 需 ARTEMIS 2.4.5；现有插件继续按自身清单兼容旧版本。见 [2.4.5 发行说明](docs/releases/2.4.5.md)与 [SDK 使用说明](docs/plugin-sdk.md)。人工评审插件保持 1.1.0；任务说明折叠见 [2.4.4](docs/releases/2.4.4.md)，批次异常隔离见 [2.4.3](docs/releases/2.4.3.md)。
 
 ## 主要功能
 
 - **自然语言任务**：Flash 适合明确的操作流程，Pro 适合需要计划、分支探索和验证的任务。
-- **交互探索**：边执行边交流，也可录制人工示范；探索成功后生成一个可编辑、复跑的用例。默认使用独立的 `gpt-6.1-sol / high` 配置，超时暂停并保留进度。见 [探索模式](docs/exploration-mode.md)。
+- **交互探索**：边执行边交流，也可录制人工示范；探索成功后生成一个可编辑、复跑的用例。默认使用独立的 `gpt-6.1-terra / high` 配置，超时暂停并保留进度。见 [探索模式](docs/exploration-mode.md)。
-- **插件扩展**：在插件市场安装并启用电脑控制等能力，AI 在安卓任务中按需使用；手机、电脑的步骤与证据统一留档。见 [插件与跨端任务](docs/plugins.md)。
+- **插件扩展**：安装并启用电脑控制等执行能力，或使用工作区插件为回放和报告增加人工评审。手机、电脑的步骤与证据统一留档。见 [插件与跨端任务](docs/plugins.md)和[工作区插件接口](docs/workspace-plugins.md)。
 - **可保存的模型配置**：支持自定义接口、模型、思考强度和超时重试，以及视频分析与录屏开关。
 - **批量测试**：按新版 Excel 模板导入提示词，每项可独立指定模型、模式和参数；任务可暂停、补充指导并继续。
 - **精选任务**：收藏单任务、批次或探索用例，在首页一键复跑，默认沿用已保存的配置。
@@ -57,7 +57,7 @@ cd Artemis-Eapil
 3. 输入任务目标，选择 Flash、Pro 或探索后执行；仅测试电脑时勾选输入区的“仅 PC”，无需手机或模拟器在线，但需已启用并授权的电脑观察插件。在工作区查看步骤、截图和结果。流程尚不明确时，选择探索并随时交流。
 4. 通过“报告与批量”导出报告或导入 Excel 用例；任务队列支持历史搜索。
 
-预设模型为 `gpt-6-luna`、`gpt-6.1-sol`、`gpt-6-astra`、`mimo-v2.6-pro`，主模型与兜底模型均可选择预设或填写自定义名称。新安装默认模型是 `gpt-6-luna`，思考强度默认 `high`（最高可选 `max`），单次请求超时 **300 秒**，失败后最多重试 **5 次**，间隔 **10 秒**。遇到 429 请求过多时改为每次等待 **60 秒**。连续 3 次没有有效工具调用时，本步骤改用 `gpt-6-luna`（high），兜底模型最多再尝试 3 次；下一步恢复首选模型。视频分析与录屏默认关闭。模型及思考参数是否可用取决于所配置网关；不支持时会明确报错。
+预设模型为 `gpt-6-luna`、`gpt-6.1-terra`、`gpt-6.1-sol`、`gpt-6-astra`、`mimo-v2.6-pro`，主模型与兜底模型均可选择预设或填写自定义名称。新安装默认模型是 `gpt-6-luna`，思考强度默认 `high`（最高可选 `max`），单次请求超时 **300 秒**，失败后最多重试 **5 次**，间隔 **10 秒**。遇到 429 请求过多时改为每次等待 **60 秒**。连续 3 次没有有效工具调用时，本步骤改用 `gpt-6-luna`（high），兜底模型最多再尝试 3 次；下一步恢复首选模型。视频分析与录屏默认关闭。模型及思考参数是否可用取决于所配置网关；不支持时会明确报错。
 
 也可在项目 `.env` 中设置 `OPENAI_API_KEY`、`OPENAI_BASE_URL` 和 `OPENAI_MODEL`，其他参数见 [.env.example](.env.example)。新安装默认接口地址为 `https://api-n-cd.playones.com/v1`；已保存的地址不变。直接编辑环境文件后需重启相应服务。不要提交自己的密钥。
 

apps/admin_console/database/repositories/session_repository.py

@@ -15,6 +15,7 @@
 import json
 import logging
 import os
+import re
 import sqlite3
 import time
 from typing import Any
@@ -235,6 +236,47 @@ class SessionRepository:
             rows = cursor.fetchall()
             return [r[0] for r in rows if r and r[0]]
 
+    def get_recorded_model_info_map(self, session_ids: list[str]) -> dict[str, dict[str, str]]:
+        """Read each session's own requested model from its earliest diagnostics.
+
+        Prefer operator/Flash requests over auxiliary roles. Older sessions may
+        have no model diagnostics; do not replace their missing data with the
+        current global configuration.
+        """
+        result: dict[str, dict[str, str]] = {}
+        safe_payload = "CASE WHEN json_valid(t.payload) THEN t.payload ELSE '{}' END"
+        valid_model = f"json_type({safe_payload}, '$.model') = 'text'"
+        role = f"lower(json_extract({safe_payload}, '$.role'))"
+        with db_session(self.db_path) as conn:
+            for offset in range(0, len(session_ids), 500):
+                batch = session_ids[offset : offset + 500]
+                placeholders = ",".join("?" for _ in batch)
+                rows = conn.execute(
+                    "SELECT s.session_id, COALESCE("
+                    " (SELECT t.payload FROM traces t WHERE t.session_id = s.session_id"
+                    f" AND t.type = 'llm_diagnostic' AND {valid_model}"
+                    f" AND {role} IN ('operator', 'flashrunner')"
+                    " ORDER BY t.timestamp ASC LIMIT 1),"
+                    " (SELECT t.payload FROM traces t WHERE t.session_id = s.session_id"
+                    f" AND t.type = 'llm_diagnostic' AND {valid_model}"
+                    " ORDER BY t.timestamp ASC LIMIT 1)"
+                    ") AS model_payload FROM sessions s"
+                    f" WHERE s.session_id IN ({placeholders})",
+                    batch,
+                ).fetchall()
+                for row in rows:
+                    if not row[1]:
+                        continue
+                    payload = json.loads(row[1])
+                    model = payload.get("model")
+                    if isinstance(model, str) and model.strip():
+                        provider = payload.get("provider")
+                        result[str(row[0])] = {
+                            "id": model,
+                            "provider": provider if isinstance(provider, str) else "",
+                        }
+        return result
+
     def get_llm_traces_for_profiles_map(
         self, session_ids: list[str] | None = None, limit: int = 3
     ) -> dict[str, list[str]]:
@@ -349,7 +391,22 @@ class SessionRepository:
                 total += t
                 cached += _int(payload.get("cached_tokens"))
                 node = str(payload.get("node") or "").strip().lower()
-                model_name = str(payload.get("model") or "unknown")
+                model_name = payload.get("model")
+                if not model_name:
+                    # Older gateway traces carry the model in their own endpoint key.
+                    source = str(payload.get("source") or "")
+                    source_parts = source.split(":", 2)
+                    if len(source_parts) == 3 and source_parts[0] == "openai":
+                        # Model aliases can contain colons. The HTTP(S) base URL
+                        # marks the boundary; an ambiguous key stays unknown.
+                        match = re.match(r"^openai:(.+?):https?://", source)
+                        model_name = match[1] if match else None
+                    elif len(source_parts) == 3 and source_parts[:2] in (
+                        ["lens", "visual_transition"],
+                        ["lens", "step_capsule"],
+                    ):
+                        model_name = source_parts[2] if source_parts[2] != "fallback" else None
+                model_name = str(model_name or "unknown")
                 group = by_node_model.setdefault(
                     (node, model_name),
                     {

apps/admin_console/database/repositories/step_repository.py

@@ -220,6 +220,41 @@ class StepRepository:
         # recovering, waiting, completed, and terminal outcomes. Other tools
         # retain the historical compact payload to avoid sending large blobs.
         res = payload_obj.get("result")
+        if trace_type == "tool" and trace_name == "android_file":
+            # Preserve host-written file receipts, not file contents. A file's
+            # checksum is not a screenshot-store image ID.
+            if isinstance(res, str):
+                try:
+                    res = json.loads(res)
+                except ValueError:
+                    res = None
+            if isinstance(res, dict) and "outcome" in res:
+                res = res["outcome"]
+                if isinstance(res, str):
+                    try:
+                        res = json.loads(res)
+                    except ValueError:
+                        res = None
+            if isinstance(res, dict):
+                result_payload["result"] = {
+                    key: self._clean_value(res[key])
+                    for key in (
+                        "ok",
+                        "action",
+                        "path",
+                        "trace_path",
+                        "device_path",
+                        "bytes",
+                        "sha256",
+                        "verified",
+                        "width",
+                        "height",
+                        "captured_at",
+                        "device_serial",
+                    )
+                    if key in res
+                }
+            return result_payload
         is_video_analysis = str(trace_name or "").lower() in {
             "video_analysis",
             "video_analyzer",

apps/admin_console/routers/automation.py

@@ -12,7 +12,7 @@ from apps.admin_console.services.exploration_listing import EXPLORATION_RUNS_CTE
 from apps.admin_console.services.automation_store import identifier, store
 from apps.admin_console.services import automation_service as service
 from apps.admin_console.services import batch_archive as archive_service
-from apps.admin_console.services import report_export, task_import
+from apps.admin_console.services import report_export, task_extensions, task_import
 from artemis.config.settings import settings
 from apps.admin_console.services.case_review import read_reviewed_result
 
@@ -131,7 +131,9 @@ def batch_by_request(request_id: str):
 @router.get("/batches/{batch_id}")
 def batch_detail(batch_id: str):
     jobs = store.jobs(batch_id)
+    reviewed = task_extensions.reviewed_batch_sessions(batch_id, store)
     for job in jobs:
+        job["human_reviewed"] = job["session_id"] in reviewed
         job["test_result"] = read_reviewed_result(
             job["session_id"], job["status"], job.get("error") or "", storage=store
         )

apps/admin_console/routers/plugins.py

@@ -214,6 +214,9 @@ async def diagnose_plugin(plugin_id: str, request: DiagnoseRequest):
     try:
         store = get_store()
         manifest = PluginManifest.model_validate(store.get(plugin_id)["manifest"])
+        if manifest.workspace and manifest.server is None and manifest.skill is None:
+            store.resolve(PluginSelection(id=plugin_id, profile=request.profile))
+            return {"ok": True, "tools": {}, "message": "工作区扩展已就绪"}
         runtime = PluginRuntime(
             [PluginSelection(id=plugin_id, profile=request.profile)],
             store=store,

apps/admin_console/routers/sessions.py

@@ -84,6 +84,9 @@ def _list_sessions_sync():
     with store.connection() as connection:
         exploration_runs = exploration_metadata(connection)
     jobs_by_id = store.jobs_for_sessions([str(row.get("session_id")) for row in rows])
+    recorded_models = session_repo.get_recorded_model_info_map(
+        [str(row.get("session_id")) for row in rows]
+    )
     video_rec_map = session_repo.get_video_recordings_map()
     latest_recordings = session_repo.get_latest_video_recordings_map()
     agent_names_by_session = session_repo.get_agent_trace_names_map()
@@ -217,6 +220,13 @@ def _list_sessions_sync():
             print(f"[list_sessions] Failed to update orphaned sessions: {e}")
 
     for row in result:
+        # Session history must not inherit today's global model configuration.
+        row["model_info"] = {
+            **row["model_info"],
+            "id": "",
+            "provider": "",
+            **recorded_models.get(str(row.get("session_id")), {}),
+        }
         if row.get("exploration_kind") == "validation" and row.get("exploration_case_name"):
             row["display_name"] = row["exploration_case_name"]
         model = row.pop("exploration_model", None)

apps/admin_console/routers/task_extensions.py

@@ -0,0 +1,67 @@
+"""Workspace UI extension API. No model or device actions are dispatched."""
+
+from uuid import UUID
+
+from fastapi import APIRouter, HTTPException
+from pydantic import BaseModel, ConfigDict, Field
+
+from apps.admin_console.services import batch_archive, report_export, task_extensions
+from apps.admin_console.services.automation_store import store
+
+router = APIRouter(prefix="/api/task-extensions", tags=["task-extensions"])
+
+
+class ExtensionUpdate(BaseModel):
+    model_config = ConfigDict(extra="forbid")
+    values: dict[str, str] = Field(max_length=20)
+    expected_revision: int = Field(ge=0)
+    request_id: UUID
+
+
+@router.get("/{session_id}")
+def read_extensions(session_id: str):
+    try:
+        return {
+            **task_extensions.task_context(session_id, store),
+            "plugins": task_extensions.contributions(session_id, store),
+        }
+    except ValueError as exc:
+        raise HTTPException(404, str(exc)) from exc
+
+
+@router.put("/{session_id}/{plugin_id}")
+def update_extension(session_id: str, plugin_id: str, value: ExtensionUpdate):
+    job = store.job(session_id) or {}
+    batch_id = job.get("batch_id")
+    if (
+        batch_id
+        and batch_archive.status(batch_id, store.get("batch", batch_id) or {})["status"]
+        == "preparing"
+    ):
+        raise HTTPException(409, "报告正在打包，请稍后保存评审")
+    with (
+        report_export.export_lock(
+            *(["batch:" + batch_id] if batch_id else []), "session:" + session_id
+        ),
+        task_extensions.plugin_store().mutation_lock,
+    ):
+        context = read_extensions(session_id)
+        if not context["editable"]:
+            raise HTTPException(409, "请在任务结束后填写评审")
+        manifest = next((m for m in task_extensions.active_manifests() if m.id == plugin_id), None)
+        if manifest is None:
+            raise HTTPException(409, "插件未安装或未启用，请刷新页面")
+        try:
+            task_extensions.save_values(
+                store,
+                session_id,
+                manifest,
+                value.values,
+                value.expected_revision,
+                str(value.request_id),
+            )
+        except ValueError as exc:
+            raise HTTPException(409, str(exc)) from exc
+        if batch_id:
+            batch_archive.forget(batch_id)
+        return read_extensions(session_id)

apps/admin_console/routers/tasks.py

@@ -441,6 +441,24 @@ async def get_status():
             )
 
     model_info = model_service.get_active_model_info(active_profile)
+    model_sid = running_sid if is_running else latest_session_id
+    if model_info and model_sid:
+        recorded_model = session_repo.get_recorded_model_info_map([str(model_sid)]).get(
+            str(model_sid)
+        )
+        if not isinstance(recorded_model, dict):
+            matching_task = next(
+                (
+                    item
+                    for item in state.queue_items
+                    if isinstance(item, dict) and str(item.get("session_id")) == str(model_sid)
+                ),
+                None,
+            )
+            override = (matching_task or {}).get("runtime_overrides") or {}
+            model = override.get("model")
+            recorded_model = {"id": model, "provider": "openai"} if model else {}
+        model_info = {**model_info, "id": "", "provider": "", **recorded_model}
 
     # Unified Global Queue: merge web tasks and external SDK/CLI device queue tickets
     global_queued = DeviceExecutionLock.get_queued_tasks()
@@ -508,6 +526,12 @@ async def get_status():
         is_paused = state.is_paused
         conn_profile = conn_info.get("profile") or active_profile
         conn_model_info = model_service.get_active_model_info(conn_profile)
+        if conn_model_info and model_info:
+            conn_model_info = {
+                **conn_model_info,
+                "id": model_info["id"],
+                "provider": model_info["provider"],
+            }
         return {
             "status": "paused" if is_paused else "running",
             "paused_error": state.paused_error if is_paused else None,

apps/admin_console/server.py

@@ -284,6 +284,9 @@ app.include_router(favorites_router)
 from apps.admin_console.routers.plugins import router as plugins_router
 
 app.include_router(plugins_router)
+from apps.admin_console.routers.task_extensions import router as task_extensions_router
+
+app.include_router(task_extensions_router)
 
 from apps.admin_console.routers.exploration import router as exploration_router
 

apps/admin_console/services/automation_service.py

@@ -15,6 +15,7 @@ from artemis.runtime.task_limits import task_timeout
 
 logger = logging.getLogger(__name__)
 TERMINAL = {"completed", "failed", "cancelled", "skipped", "interrupted"}
+MODEL_PAUSE_REASON = "模型请求已暂停，请先恢复模型连接再继续批次"
 background_tasks: set[asyncio.Task] = set()
 
 
@@ -123,7 +124,9 @@ def recover_batches():
             if any(str(job["session_id"]) in live_sessions for job in store.jobs(batch["id"])):
                 continue
             batch.update(
-                status="paused", reason="服务已重启；请检查中断任务，点击继续执行未开始任务"
+                status="paused",
+                reason="服务已重启；请检查中断任务，点击继续执行未开始任务",
+                pause_source="recovery",
             )
             for job in store.jobs(batch["id"]):
                 if job["status"] in {"running", "queued", "finalizing", "task_paused", "resuming"}:
@@ -164,9 +167,29 @@ async def on_terminal(item: dict, status: str):
             }
         ):
             job["status"] = "failed"
-            job["error"] = job.get("error") or "任务执行结束，但业务检查未通过"
+            job["error"] = (
+                job.get("error")
+                or report.get("error")
+                or (report.get("test_result") or {}).get("reason")
+                or "任务未完成或验证未通过，请查看报告中的具体原因"
+            )
         elif job["status"] == "failed" and report.get("error") and not job.get("error"):
             job["error"] = report["error"]
+        if job["status"] == "failed" and report["outcome"].get("code") == "initialization_failed":
+            job["failure_code"] = "initialization_failed"
+            batch = store.get("batch", job.get("batch_id")) if job.get("batch_id") else None
+            if (
+                batch
+                and (batch["status"] == "running" or batch.get("pause_source") == "model")
+                and any(j["status"] == "pending" for j in store.jobs(batch["id"]))
+            ):
+                batch.update(
+                    status="paused",
+                    pause_source="initialization",
+                    reason="任务初始化失败；请处理环境问题后继续剩余用例："
+                    + (job.get("error") or "请查看任务报告"),
+                )
+                store.put("batch", batch["id"], batch)
         # Persist terminal classification before export, but the coordinator waits for finalization.
         store.save_job({**job, "status": "finalizing", "terminal_status": job["status"]})
         await asyncio.to_thread(export_session, sid, job["formats"])
@@ -217,10 +240,18 @@ async def tick_batches():
         if batch["status"] not in {"running", "paused"}:
             continue
         jobs = store.jobs(batch["id"])
+        if (
+            batch["status"] == "paused"
+            and batch.get("pause_source") == "model"
+            and not state.is_paused
+        ):
+            batch.update(status="running", reason="")
+            batch.pop("pause_source", None)
+            store.put("batch", batch["id"], batch)
         active = [j for j in jobs if j["status"] in {"running", "queued", "finalizing"}]
         if active:
-            if state.is_paused:
+            if state.is_paused and batch["status"] == "running":
-                batch.update(status="paused", reason="模型请求已暂停，请先恢复模型连接再继续批次")
+                batch.update(status="paused", reason=MODEL_PAUSE_REASON, pause_source="model")
                 store.put("batch", batch["id"], batch)
             for job in active:
                 # The queue records started_at at submission, then replaces it
@@ -284,7 +315,7 @@ async def tick_batches():
             store.put("batch", batch["id"], batch)
             continue
         if state.is_paused:
-            batch.update(status="paused", reason="模型请求已暂停，请先恢复模型连接再继续批次")
+            batch.update(status="paused", reason=MODEL_PAUSE_REASON, pause_source="model")
             store.put("batch", batch["id"], batch)
             continue
         job = pending[0]
@@ -438,11 +469,14 @@ def batch_action(batch_id: str, action: str) -> dict:
     if action == "pause":
         if batch["status"] not in {"running", "paused"}:
             raise ValueError("只能暂停正在执行的批次")
-        batch.update(status="paused", reason="用户暂停；当前任务继续，后续任务等待")
+        batch.update(
+            status="paused", reason="用户暂停；当前任务继续，后续任务等待", pause_source="user"
+        )
     elif action == "resume":
         if batch["status"] not in {"draft", "paused"}:
             raise ValueError("只能开始草稿或继续已暂停批次")
         batch.update(status="running", reason="")
+        batch.pop("pause_source", None)
     elif action == "retry_failed":
         if batch["status"] == "running":
             raise ValueError("请先暂停批次")

apps/admin_console/services/automation_store.py

@@ -294,7 +294,7 @@ class AutomationStore:
             if batch.get("status") != "deleting":
                 raise ValueError("批次尚未准备删除")
             conn.execute(
-                "DELETE FROM automation_records WHERE kind='case_review' AND id IN "
+                "DELETE FROM automation_records WHERE kind IN ('case_review','task_extensions') AND id IN "
                 "(SELECT session_id FROM automation_jobs WHERE batch_id=?)",
                 (batch_id,),
             )
@@ -312,13 +312,15 @@ class AutomationStore:
             if session_id:
                 conn.execute("DELETE FROM automation_jobs WHERE session_id=?", (session_id,))
                 conn.execute(
-                    "DELETE FROM automation_records WHERE kind='case_review' AND id=?",
+                    "DELETE FROM automation_records WHERE kind IN ('case_review','task_extensions') AND id=?",
                     (session_id,),
                 )
             else:
                 conn.execute("DELETE FROM automation_jobs")
                 conn.execute("DELETE FROM automation_records WHERE kind='batch'")
-                conn.execute("DELETE FROM automation_records WHERE kind='case_review'")
+                conn.execute(
+                    "DELETE FROM automation_records WHERE kind IN ('case_review','task_extensions')"
+                )
             conn.commit()
 
 

apps/admin_console/services/batch_archive.py

@@ -15,7 +15,7 @@ def archive_path(batch_id: str):
 
 def cached(batch_id: str, batch: dict) -> bool:
     return bool(batch.get("report_ready")) and report_export.reusable(
-        archive_path(batch_id), report_export.BATCH_ARCHIVE_SIGNATURE, "completed"
+        archive_path(batch_id), report_export.batch_archive_signature(batch_id), "completed"
     )
 
 
@@ -41,8 +41,14 @@ def _snapshot(state: dict) -> dict:
 def status(batch_id: str, batch: dict) -> dict:
     with _lock:
         state = _states.get(batch_id)
-        if state:
+        if state and state["status"] != "ready":
             return _snapshot(state)
+    if (
+        state
+        and state.get("signature") == report_export.batch_archive_signature(batch_id)
+        and archive_path(batch_id).is_file()
+    ):
+        return _snapshot(state)
     if cached(batch_id, batch):
         return {
             "status": "ready",
@@ -65,11 +71,12 @@ def status(batch_id: str, batch: dict) -> dict:
 
 
 def prepare(batch_id: str, batch: dict) -> dict:
+    cache_ready = cached(batch_id, batch)
     with _lock:
         current = _states.get(batch_id)
         if current and current["status"] == "preparing":
             return _snapshot(current)
-        if cached(batch_id, batch):
+        if cache_ready:
             _states.pop(batch_id, None)
             return status_from_cache()
         state = {
@@ -88,11 +95,17 @@ def prepare(batch_id: str, batch: dict) -> dict:
     def run() -> None:
         try:
             with report_export.export_lock("batch:" + batch_id):
+                signature = report_export.batch_archive_signature(batch_id)
                 latest = report_export.store.get("batch", batch_id)
                 if not (latest and cached(batch_id, latest)):
                     report_export.export_batch(batch_id, progress=update)
             with _lock:
-                state.update(status="ready", stage="报告包已就绪", finished_at=time.monotonic())
+                state.update(
+                    status="ready",
+                    stage="报告包已就绪",
+                    finished_at=time.monotonic(),
+                    signature=signature,
+                )
         except Exception as exc:
             with _lock:
                 state.update(

apps/admin_console/services/media_service.py

@@ -149,7 +149,7 @@ class MediaService:
         return p
 
     LIVE_RECORDING_GRACE_SECONDS = 10.0
-    TRACE_STATUS_SUFFIXES = ("_PASS_", "_FAIL_", "_TESTFAIL_")
+    TRACE_STATUS_SUFFIXES = ("_PASS_", "_FAIL_", "_TESTFAIL_", "_BLOCKED_", "_UNVERIFIED_")
 
     @classmethod
     def is_live_recording(cls, p: Path) -> bool:

apps/admin_console/services/model_settings_service.py

@@ -81,6 +81,7 @@ def get_model_settings() -> dict:
         "reasoning_effort": settings.OPENAI_REASONING_EFFORT,
         "model_presets": [
             "gpt-6-luna",
+            "gpt-6.1-terra",
             "gpt-6.1-sol",
             "gpt-6-astra",
             "mimo-v2.6-pro",

apps/admin_console/services/report_export.py

@@ -15,6 +15,7 @@ from apps.admin_console.services.export_cache import (
 )
 from apps.admin_console.services.request_diagnostics import diagnostics_json
 from apps.admin_console.services.task_lifecycle import guidance_details
+from apps.admin_console.services import task_extensions
 
 from docx import Document
 from docx.enum.table import WD_CELL_VERTICAL_ALIGNMENT
@@ -35,7 +36,32 @@ from artemis.runtime.case_result import RESULT_LABELS, resolve_case_result
 from apps.admin_console.services.case_review import reviewed_result
 
 EXPORT_ROOT = WORKSPACE_ROOT / "artifacts" / "reports"
-BATCH_ARCHIVE_SIGNATURE = "artemis-batch-layout-2"
+BATCH_ARCHIVE_SIGNATURE = "artemis-batch-layout-3"
+
+
+def batch_archive_signature(batch_id: str | None = None) -> str:
+    signature = task_extensions.installation_signature()
+    if batch_id:
+        with store.connection() as conn:
+            changes = conn.execute(
+                "SELECT r.id,r.updated_at FROM automation_records r "
+                "JOIN automation_jobs j ON j.session_id=r.id "
+                "WHERE r.kind='task_extensions' AND j.batch_id=? ORDER BY r.id",
+                (batch_id,),
+            ).fetchall()
+        if changes:
+            signature += ":" + fingerprint({"reviews": [tuple(row) for row in changes]})
+    return BATCH_ARCHIVE_SIGNATURE + (":" + signature if signature else "")
+
+
+def extension_rows(report: dict) -> list[tuple[str, str, str]]:
+    return [
+        (section["name"], field["label"], field["value"])
+        for section in report.get("task_extensions", [])
+        for field in section["fields"]
+    ]
+
+
 STATUS = {
     "completed": "执行完成",
     "success": "执行完成",
@@ -208,11 +234,14 @@ def session_report(session_id: str, db_path=None) -> dict:
     if status in {"failed", "interrupted"} and verification.startswith("未验证"):
         verification = "未验证（任务异常终止）"
     if not content:
-        content = (
+        lines = ["本任务未保存独立输出正文。", f"当前有效判定：{verification}"]
-            "本任务未生成最终结论。请查看异常原因和已记录的执行步骤。"
+        if test_result:
-            if status in {"failed", "interrupted"}
+            if test_result.get("reason"):
-            else "本任务没有保存最终结论。以下内容仅来自已记录的执行状态和证据。"
+                lines.append(f"判定依据：{test_result['reason']}")
-        )
+            lines.extend(f"- {item}" for item in test_result.get("evidence") or [])
+        elif error:
+            lines.append(f"异常原因：{error}")
+        content = "\n\n".join(lines)
     return {
         "id": session_id,
         **guidance_details(session_id, db_path=repo.db_path),
@@ -238,7 +267,9 @@ def session_report(session_id: str, db_path=None) -> dict:
         "category": case.get("category", ""),
         "subcategory": case.get("subcategory", ""),
         "preconditions": case.get("preconditions", ""),
+        "original_case": case.get("original_case"),
         "task_config": case.get("task_config") or {},
+        "task_extensions": task_extensions.report_sections(session_id, store),
     }
 
 
@@ -303,17 +334,24 @@ def source_text(value: dict) -> str:
     for item in value.get("sources", []):
         references = ", ".join(
             " / ".join(
-                f"{key}={ref[key]}" for key in ("step_id", "call_id", "source_id") if ref.get(key)
+                f"{key}={ref[key]}"
+                for key in ("step_id", "call_id", "source_id", "trace_id")
+                if ref.get(key)
             )
             or "编号未记录"
             for ref in item.get("references", [])
         )
+        variation = "（来源标签随步骤变化，详见原始步骤）" if item.get("label_varies") else ""
         lines.append(
-            f"{labels.get(item['kind'], '其他')} · {item['label'] or item['target_id']} · {references}"
+            f"{labels.get(item['kind'], '其他')} · {item['label'] or item['target_id']}"
+            f"{variation} · {references}"
         )
     if value.get("sources_omitted"):
         lines.append(f"另 {value['sources_omitted']} 个来源见原始步骤记录。")
-    lines.append(f"来源未完整记录的步骤：{value.get('unattributed_step_count', '未知')}。")
+    lines.append(
+        f"未关联到单一来源的步骤：{value.get('unattributed_step_count', '未知')}。"
+        "窗口枚举等操作可能没有单一目标；此计数不表示截图丢失。"
+    )
     lines.append(value.get("note") or "来源清单不代表断言已验证。")
     return "\n".join(lines)
 
@@ -340,6 +378,15 @@ def metadata(report: dict) -> list[tuple]:
         ("检测项目", report.get("category") or "—"),
         ("测试子项", report.get("subcategory") or "—"),
         ("前置约束提取", report.get("preconditions") or "—"),
+        *(
+            [
+                ("原始用例 · 预置条件", report["original_case"].get("preconditions") or "未填写"),
+                ("原始用例 · 操作步骤", report["original_case"].get("steps") or "未填写"),
+                ("原始用例 · 预期结果", report["original_case"].get("expected") or "未填写"),
+            ]
+            if report.get("original_case") is not None
+            else []
+        ),
         ("任务配置", config_text(report.get("task_config"))),
         ("任务目标", report["goal"]),
         ("预期结果", report["expected"] or "未指定"),
@@ -659,6 +706,11 @@ def word_report(report: dict, path: Path):
         doc.add_paragraph("任务配置：" + config_text(report["task_config"]))
     doc.add_heading("结论与发现", 1)
     add_markdown_content(doc, report["content"])
+    if review_rows := extension_rows(report):
+        doc.add_heading("人工评审（插件）", 1)
+        word_table(
+            doc, [(f"{name} · {label}", value) for name, label, value in review_rows], (5.5, 11)
+        )
     doc.add_heading("执行步骤与证据", 1)
     for step in report["steps"]:
         paragraph = doc.add_paragraph()
@@ -792,6 +844,10 @@ def excel_report(report: dict, path: Path):
     wb.active.title = "任务结果"
     sheet_rows(wb.active, [("项目", "内容"), *metadata(report)], (22, 82))
     sheet_rows(wb.create_sheet("结论"), conclusion_rows(report["content"]), (15, 96))
+    if review_rows := extension_rows(report):
+        sheet_rows(
+            wb.create_sheet("人工评审"), [("插件", "项目", "内容"), *review_rows], (24, 30, 82)
+        )
     table_number = 0
     for kind, rows in markdown_blocks(report["content"]):
         if kind == "table":
@@ -913,8 +969,7 @@ def session_videos(report: dict) -> list[tuple[Path, str]]:
         return []
     source = Path(str(candidate)).resolve()
     trace_root = TRACES_PATH.resolve()
-    # Workers save recordings in their finalized web_<time>_<id>_PASS/FAIL
+    # The recording row already ties the finalized trace folder to this session.
-    # folder. The recording row already ties that path to this session.
     if not source.is_relative_to(trace_root):
         return []
     # A resumed recording lives under resume_NNNN; the initial recording is
@@ -1064,7 +1119,9 @@ def export_batch(batch_id: str, progress: Callable[[int, int, str], None] | None
         directory = EXPORT_ROOT / "batches" / batch_id
         directory.mkdir(parents=True, exist_ok=True)
         formats = batch["formats"]
-        records = [session_report(job["session_id"]) for job in store.jobs(batch_id)]
+        with task_extensions.plugin_store().mutation_lock:
+            signature = batch_archive_signature(batch_id)
+            records = [session_report(job["session_id"]) for job in store.jobs(batch_id)]
         if progress:
             progress(0, len(records), "正在生成批次汇总")
         rows = [("任务编号", "任务名称", "执行状态", "验证结论", "异常原因")]
@@ -1078,6 +1135,17 @@ def export_batch(batch_id: str, progress: Callable[[int, int, str], None] | None
             assert wb.active is not None
             wb.active.title = "批次结果"
             sheet_rows(wb.active, rows, (40, 48, 16, 28, 70))
+            review_rows = [
+                (record["id"], record["name"], *row)
+                for record in records
+                for row in extension_rows(record)
+            ]
+            if review_rows:
+                sheet_rows(
+                    wb.create_sheet("人工评审"),
+                    [("任务编号", "任务名称", "插件", "项目", "内容"), *review_rows],
+                    (40, 40, 24, 30, 70),
+                )
             path = directory / "批次结果.xlsx"
             wb.save(path)
             outputs.append(path)
@@ -1088,6 +1156,15 @@ def export_batch(batch_id: str, progress: Callable[[int, int, str], None] | None
                 f"批次编号：{batch_id}；共 {len(records)} 个任务。验证通过与执行完成分别统计。"
             )
             word_table(doc, rows, (3.5, 5.4, 2.5, 3.5, 7.3), header=True)
+            for record in records:
+                if review_rows := extension_rows(record):
+                    doc.add_heading("人工评审 · " + record["name"], 1)
+                    doc.add_paragraph("任务编号：" + record["id"])
+                    word_table(
+                        doc,
+                        [(f"{name} · {label}", value) for name, label, value in review_rows],
+                        (7, 15.2),
+                    )
             path = directory / "批次汇总.docx"
             doc.save(str(path))
             outputs.append(path)
@@ -1146,5 +1223,5 @@ def export_batch(batch_id: str, progress: Callable[[int, int, str], None] | None
         if progress:
             progress(len(records), len(records), "正在完成压缩包")
         temporary.replace(target)
-        remember(target, BATCH_ARCHIVE_SIGNATURE)
+        remember(target, signature)
         return target

apps/admin_console/services/task_extensions.py

@@ -0,0 +1,205 @@
+"""Human-authored task metadata owned by the host, scoped to installed plugins."""
+
+import hashlib
+import json
+import time
+from functools import lru_cache
+
+from apps.admin_console.services.automation_store import AutomationStore, identifier
+from apps.admin_console.database.repositories.session_repository import SessionRepository
+from artemis.plugins.models import PluginManifest
+from artemis.plugins.store import PluginStore
+from apps.admin_console.services.task_import import case_title
+
+TERMINAL = {"completed", "success", "failed", "cancelled", "interrupted", "skipped"}
+
+
+@lru_cache(maxsize=1)
+def plugin_store() -> PluginStore:
+    return PluginStore()
+
+
+def active_manifests() -> list[PluginManifest]:
+    return [
+        PluginManifest.model_validate(plugin["manifest"])
+        for plugin in plugin_store().list()
+        if plugin["enabled"] and plugin["manifest"].get("workspace")
+    ]
+
+
+def installation_signature() -> str:
+    manifests = [manifest.model_dump(mode="json") for manifest in active_manifests()]
+    return (
+        hashlib.sha256(json.dumps(manifests, sort_keys=True).encode()).hexdigest()
+        if manifests
+        else ""
+    )
+
+
+def reviewed_batch_sessions(batch_id: str, store: AutomationStore) -> set[str]:
+    """Read current human review values once per batch, without loading history."""
+    manifest = next((item for item in active_manifests() if item.id == "task-review"), None)
+    if manifest is None or manifest.workspace is None:
+        return set()
+    with store.connection() as conn:
+        rows = conn.execute(
+            """SELECT j.session_id, json_extract(r.payload, '$."task-review".values') AS review_values
+               FROM automation_jobs j JOIN automation_records r
+                 ON r.kind='task_extensions' AND r.id=j.session_id
+               WHERE j.batch_id=?""",
+            (batch_id,),
+        ).fetchall()
+    reviewed = set()
+    for row in rows:
+        values = json.loads(row["review_values"] or "{}")
+        if any(
+            isinstance(value := values.get(field.id), str)
+            and value.strip()
+            and (field.kind == "text" or value in field.options)
+            for field in manifest.workspace.fields
+        ):
+            reviewed.add(row["session_id"])
+    return reviewed
+
+
+def task_context(session_id: str, store: AutomationStore) -> dict:
+    identifier(session_id)
+    session = SessionRepository(store.path).get_session_by_id(session_id) or {}
+    job = store.job(session_id) or {}
+    if not session and not job:
+        raise ValueError("任务记录不存在")
+    case = job.get("case") or {}
+    navigation = None
+    if batch_id := job.get("batch_id"):
+        jobs = [item for item in store.jobs(batch_id) if item.get("status") in TERMINAL]
+        ids = [item["session_id"] for item in jobs]
+        index = ids.index(session_id) if session_id in ids else -1
+        navigation = {
+            "scope": "batch",
+            "position": index + 1,
+            "total": len(ids),
+            "previous": ids[index - 1] if index > 0 else None,
+            "next": ids[index + 1] if 0 <= index < len(ids) - 1 else None,
+        }
+    return {
+        "session_id": session_id,
+        "initial_prompt": session.get("initial_goal") or (job.get("case") or {}).get("goal", ""),
+        "editable": (job.get("status") or session.get("status")) in TERMINAL,
+        "case_title": case_title(case),
+        "original_case": case.get("original_case"),
+        "navigation": navigation,
+    }
+
+
+def contributions(session_id: str, store: AutomationStore) -> list[dict]:
+    record = store.get("task_extensions", session_id) or {}
+    result = []
+    for manifest in active_manifests():
+        assert manifest.workspace is not None
+        saved = record.get(manifest.id) or {}
+        values = saved.get("values", {})
+        result.append(
+            {
+                "plugin_id": manifest.id,
+                "name": manifest.name,
+                "version": manifest.version,
+                "workspace": manifest.workspace.model_dump(),
+                "revision": saved.get("revision", 0),
+                "values": {
+                    field.id: values.get(field.id, "") for field in manifest.workspace.fields
+                },
+                "history": saved.get("history", []),
+            }
+        )
+    return result
+
+
+def report_sections(session_id: str, store: AutomationStore) -> list[dict]:
+    return [
+        {
+            "plugin_id": item["plugin_id"],
+            "name": item["name"],
+            "version": item["version"],
+            "revision": item["revision"],
+            "fields": [
+                {"id": field["id"], "label": field["label"], "value": item["values"][field["id"]]}
+                for field in item["workspace"]["fields"]
+                if field["report"]
+            ],
+        }
+        for item in contributions(session_id, store)
+        if any(field["report"] for field in item["workspace"]["fields"])
+    ]
+
+
+def save_values(
+    store: AutomationStore,
+    session_id: str,
+    manifest: PluginManifest,
+    values: dict[str, str],
+    expected_revision: int,
+    request_id: str,
+) -> None:
+    """CAS + request receipts prevent lost edits and repeated history entries."""
+    identifier(session_id)
+    assert manifest.workspace is not None
+    fields = {field.id: field for field in manifest.workspace.fields}
+    if values.keys() - fields.keys():
+        raise ValueError("包含未声明的扩展字段")
+    for key, value in values.items():
+        field = fields[key]
+        if len(value) > field.max_length or (
+            field.kind == "choice" and value and value not in field.options
+        ):
+            raise ValueError(f"字段 {field.label} 的内容不符合插件声明")
+    now = time.time()
+    with store.connection() as conn:
+        conn.execute("BEGIN IMMEDIATE")
+        row = conn.execute(
+            "SELECT payload FROM automation_records WHERE kind='task_extensions' AND id=?",
+            (session_id,),
+        ).fetchone()
+        record = json.loads(row[0]) if row else {}
+        saved = record.get(manifest.id, {"revision": 0, "values": {}, "history": []})
+        for entry in saved["history"]:
+            if entry["request_id"] == request_id:
+                if entry["patch"] != values:
+                    raise ValueError("同一保存请求不能提交不同内容")
+                return
+        if saved["revision"] != expected_revision:
+            raise ValueError("评审已在其他页面修改，请重新加载后保存")
+        updated = {**saved["values"], **values}
+        revision = saved["revision"] + 1
+        saved["history"].append(
+            {
+                "revision": revision,
+                "saved_at": now,
+                "request_id": request_id,
+                "patch": values,
+                "values": updated,
+                "plugin_version": manifest.version,
+                "fields": [field.model_dump() for field in manifest.workspace.fields],
+            }
+        )
+        record[manifest.id] = {**saved, "revision": revision, "values": updated}
+        conn.execute(
+            "INSERT INTO automation_records VALUES ('task_extensions',?,?,?) "
+            "ON CONFLICT(kind,id) DO UPDATE SET payload=excluded.payload,updated_at=excluded.updated_at",
+            (session_id, json.dumps(record, ensure_ascii=False), now),
+        )
+        job = conn.execute(
+            "SELECT batch_id FROM automation_jobs WHERE session_id=?", (session_id,)
+        ).fetchone()
+        if job and job[0]:
+            batch = conn.execute(
+                "SELECT payload FROM automation_records WHERE kind='batch' AND id=?", (job[0],)
+            ).fetchone()
+            if not batch or json.loads(batch[0]).get("status") == "deleting":
+                raise ValueError("批次正在删除，不能保存评审")
+            payload = json.loads(batch[0])
+            payload["report_ready"] = False
+            conn.execute(
+                "UPDATE automation_records SET payload=?,updated_at=? WHERE kind='batch' AND id=?",
+                (json.dumps(payload, ensure_ascii=False), now, job[0]),
+            )
+        conn.commit()

apps/admin_console/services/task_import.py

@@ -21,6 +21,7 @@ HEADERS = (
     "Artemis提示词",
     "任务配置(JSON)",
 )
+CASE_HEADERS = ("预置条件", "操作步骤", "预期结果")
 MAX_ROWS = int(os.getenv("ARTEMIS_IMPORT_MAX_ROWS", "1000"))
 MAX_BYTES = int(os.getenv("ARTEMIS_IMPORT_MAX_BYTES", "10485760"))
 
@@ -61,6 +62,15 @@ class TaskOptions(BaseModel):
         return value.model_dump(exclude_unset=True)
 
 
+class OriginalCase(BaseModel):
+    """Imported review material, never appended to the execution prompt."""
+
+    model_config = ConfigDict(extra="forbid")
+    preconditions: str = Field(default="", max_length=10000)
+    steps: str = Field(default="", max_length=10000)
+    expected: str = Field(default="", max_length=10000)
+
+
 class TaskCase(BaseModel):
     model_config = ConfigDict(extra="forbid")
     case_id: str = Field(default="", max_length=200)
@@ -70,16 +80,29 @@ class TaskCase(BaseModel):
     preconditions: str = Field(default="", max_length=10000)
     goal: str = Field(min_length=1, max_length=10000)
     task_config: TaskOptions = Field(default_factory=TaskOptions)
+    original_case: OriginalCase | None = None
+
+
+def original_case_enabled() -> bool:
+    from apps.admin_console.services.task_extensions import active_manifests
+
+    return any(
+        panel.kind == "original_case"
+        for manifest in active_manifests()
+        if manifest.workspace is not None
+        for panel in manifest.workspace.panels
+    )
 
 
 def template() -> bytes:
+    headers = (*HEADERS, *CASE_HEADERS) if original_case_enabled() else HEADERS
     wb = Workbook()
     ws = wb.active
     assert ws is not None
     ws.title = "任务"
-    ws.append(HEADERS)
+    ws.append(headers)
     ws.freeze_panes = "A2"
-    ws.auto_filter.ref = "A1:G1"
+    ws.auto_filter.ref = f"A1:{get_column_letter(len(headers))}1"
     for cell in ws[1]:
         cell.font = Font(bold=True, color="FFFFFF")
         cell.fill = PatternFill("solid", fgColor="245C78")
@@ -93,7 +116,7 @@ def template() -> bytes:
     help_sheet.append(["前置约束提取及其他描述列仅作查看、搜索和报告元数据，不追加到提示词。"])
     help_sheet.append(["任务配置(JSON)可留空，空字段继承批次或全局配置；禁止密钥与未知字段。"])
     help_sheet.append(["示例仅供参考，不会导入执行。请在“任务”页填写自己的用例。"])
-    help_sheet.append(HEADERS)
+    help_sheet.append(headers)
     help_sheet.append(
         [
             "示例-001",
@@ -130,7 +153,18 @@ def template() -> bytes:
             json.dumps({"profile": "flash", "execution_target": "computer"}, ensure_ascii=False),
         ]
     )
-    for column in range(1, 8):
+    if len(headers) > len(HEADERS):
+        help_sheet.append(
+            [
+                "人工评审插件附加列：预置条件、操作步骤、预期结果。仅保存原始用例，均不追加到 AI 提示词。"
+            ]
+        )
+        for row_number in (6, 7):
+            for column, value in enumerate(
+                ("填写原始用例的预置条件", "填写原始用例的操作步骤", "填写原始用例的预期结果"), 8
+            ):
+                help_sheet.cell(row_number, column, value)
+    for column in range(1, len(headers) + 1):
         help_sheet.column_dimensions[get_column_letter(column)].width = 70 if column > 5 else 26
     for row in help_sheet:
         for cell in row:
@@ -164,7 +198,10 @@ def parse_workbook(data: bytes) -> dict:
             raise ValueError("缺少“任务”工作表，请使用下载的模板")
         rows = iter(wb["任务"].iter_rows())
         headers = [str(cell.value or "").strip() for cell in next(rows, [])]
-        if headers != list(HEADERS):
+        supported_headers = [list(HEADERS)]
+        if original_case_enabled():
+            supported_headers.append([*HEADERS, *CASE_HEADERS])
+        if headers not in supported_headers:
             raise ValueError("列名或顺序与新版模板不一致，请重新下载模板")
         tasks, errors = [], []
         for number, row in enumerate(rows, 2):
@@ -190,9 +227,29 @@ def parse_workbook(data: bytes) -> dict:
                         "preconditions": values[4],
                         "goal": values[5],
                         "task_config": config,
+                        "original_case": (
+                            dict(
+                                zip(
+                                    ("preconditions", "steps", "expected"),
+                                    (
+                                        str(cell.value if cell.value is not None else "").strip()
+                                        for cell in row[7:10]
+                                    ),
+                                )
+                            )
+                            if len(headers) == 10
+                            else None
+                        ),
+                    }
+                )
+                tasks.append(
+                    {
+                        "row": number,
+                        **case.model_dump(
+                            exclude={"original_case"} if case.original_case is None else None
+                        ),
                     }
                 )
-                tasks.append({"row": number, **case.model_dump()})
             except (ValueError, TypeError) as exc:
                 errors.append({"row": number, "message": str(exc)[:500]})
         if not tasks and not errors:

apps/admin_console/services/task_queue_service.py

@@ -1522,8 +1522,10 @@ class TaskQueueService:
         from artemis.plugins.store import PluginStore
 
         for batch in store.records("batch"):
-            if batch["status"] == "running":
+            if batch["status"] in {"running", "paused"}:
-                batch.update(status="paused", reason="已停止全部任务，等待手动继续")
+                batch.update(
+                    status="paused", reason="已停止全部任务，等待手动继续", pause_source="user"
+                )
                 store.put("batch", batch["id"], batch)
         # 1. Cancel local queue reservations
         for item in state.queue_items:

apps/showcase_ui/AGENTS.md

@@ -30,6 +30,9 @@ npm run build
 
 ## Local Conventions
 
+- 发版遵守根指南的 Release Gates。前端应用版本只改 package.json 顶层 `version` 和 package-lock.json 顶层及 `packages[""].version`；禁止把相同数字的第三方依赖一并替换。
+- Node 支持范围以锁定的 Angular CLI/构建依赖实际 `engines` 为准，核对启动脚本的主、次、补丁版本边界和提示；不要只判断“Node 22/24/26”。
+- 安装或依赖变更需在隔离目录、独立空 npm 缓存下运行 `npm ci`，再运行上述测试和构建；国内入口同时核验镜像安装。不得以关闭完整性校验、强制安装或删除锁文件掩盖不一致，也不得用已装依赖的构建结果宣称全新安装通过。
 - 页面组件在 src/app/components，服务在 src/app/services；先复用已有组件、样式及 API 服务。
 - 保持现有简体中文文案、颜色、间距和控件样式，菜单、弹窗和表单必须清晰可读。
 - 修改任务或配置交互时覆盖加载、保存、失败和空状态；不要将执行中误标成录屏中或把完成误标成验证通过。

apps/showcase_ui/package.json

@@ -1,6 +1,6 @@
 {
   "name": "artemis-showcase-ui",
-  "version": "2.2.0",
+  "version": "2.4.5",
   "scripts": {
     "ng": "ng",
     "start": "ng serve --proxy-config proxy.conf.json",
@@ -9,24 +9,29 @@
     "test": "ng test"
   },
   "private": true,
+  "overrides": {
+    "@angular/build": {
+      "vite": "8.3.5"
+    }
+  },
   "dependencies": {
-    "@angular/cdk": "^22.1.5",
+    "@angular/cdk": "^22.2.4",
-    "@angular/common": "^22.1.4",
+    "@angular/common": "^22.2.3",
-    "@angular/compiler": "^22.1.4",
+    "@angular/compiler": "^22.2.3",
-    "@angular/core": "^22.1.4",
+    "@angular/core": "^22.2.3",
-    "@angular/forms": "^22.1.4",
+    "@angular/forms": "^22.2.3",
-    "@angular/platform-browser": "^22.1.4",
+    "@angular/platform-browser": "^22.2.3",
-    "@angular/platform-browser-dynamic": "^22.1.4",
+    "@angular/platform-browser-dynamic": "^22.2.3",
-    "@angular/router": "^22.1.4",
+    "@angular/router": "^22.2.3",
     "marked": "18.1.1",
     "rxjs": "~7.8.0",
     "tslib": "^2.3.0",
     "zone.js": "~0.15.0"
   },
   "devDependencies": {
-    "@angular/build": "^22.1.6",
+    "@angular/build": "^22.2.4",
-    "@angular/cli": "^22.1.6",
+    "@angular/cli": "^22.2.4",
-    "@angular/compiler-cli": "^22.1.4",
+    "@angular/compiler-cli": "^22.2.3",
     "@types/jasmine": "~5.1.0",
     "istanbul-lib-instrument": "^6.0.3",
     "jasmine-core": "~5.6.0",

apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.html

@@ -129,9 +129,7 @@ limitations under the License.
             <div class="item-goal" [title]="session.initial_goal || ''">
               {{ session.display_name || session.initial_goal || '未命名任务' }}
             </div>
-            @if (session.error && getTaskStatus(session) === 'failed') {
+            <app-task-outcome [error]="session.error" [result]="session.test_result" [status]="getTaskStatus(session)" />
-              <div class="item-error" [title]="session.error">{{session.error}}</div>
-            }
             <div class="item-footer">
               <app-task-id-copy [taskId]="session.session_id" />
               <span class="item-date">{{ session.start_time * 1000 | date:'MM/dd/yy' }} · 已用 {{ formatTaskDuration(session.start_time, session.end_time) }}</span>
@@ -695,13 +693,13 @@ limitations under the License.
                                       @if (getActionTargetText(item.data)) {
                                         <div class="action-detail-row">
                                           <span class="detail-label">目标：</span>
-                                          <span class="detail-value">"{{ getActionTargetText(item.data) }}"</span>
+                                          <app-expandable-value class="detail-value" label="目标" [value]="getActionTargetText(item.data)" />
                                         </div>
                                       }
                                       @if (getActionInputText(item.data)) {
                                         <div class="action-detail-row">
                                           <span class="detail-label">{{ getActionInputLabel(item.data) }}:</span>
-                                          <span class="detail-value">"{{ getActionInputText(item.data) }}"</span>
+                                          <app-expandable-value class="detail-value" label="输入" [value]="getActionInputText(item.data)" />
                                         </div>
                                       }
                                       @if (getActionCoords(item.data)) {
@@ -719,13 +717,13 @@ limitations under the License.
                                         @if (getActionTargetText(item.data)) {
                                           <div class="grid-item">
                                             <span class="grid-label">目标</span>
-                                            <span class="grid-value">"{{ getActionTargetText(item.data) }}"</span>
+                                            <app-expandable-value label="目标" [value]="getActionTargetText(item.data)" />
                                           </div>
                                         }
                                         @if (getActionInputText(item.data)) {
                                           <div class="grid-item">
                                             <span class="grid-label">{{ getActionInputLabel(item.data) }}</span>
-                                            <span class="grid-value">"{{ getActionInputText(item.data) }}"</span>
+                                            <app-expandable-value label="输入" [value]="getActionInputText(item.data)" />
                                           </div>
                                         }
                                         @if (getActionCoords(item.data)) {
@@ -749,19 +747,7 @@ limitations under the License.
                                         @for (param of getActionExtraParams(item.data); track trackParam($index, param)) {
                                           <div class="grid-item" [class.full-width]="param.key === 'Result'">
                                             <span class="grid-label">{{ param.key }}</span>
-                                            @if (param.key === 'Result') {
+                                            <app-expandable-value [label]="param.key" [value]="param.value" />
-                                              <div class="action-result-preview">{{ param.value | slice:0:180 }}{{ param.value.length > 180 ? '…' : '' }}</div>
-                                              <details class="action-result-detail">
-                                                <summary>
-                                                  <span class="result-expand-label">展开完整结果</span>
-                                                  <span class="result-collapse-label">收起结果</span>
-                                                  <span class="result-length">{{ param.value.length }} 字符</span>
-                                                </summary>
-                                                <pre tabindex="0" aria-label="完整操作结果，可选择复制">{{ param.value }}</pre>
-                                              </details>
-                                            } @else {
-                                              <span class="grid-value code-pill">{{ param.value }}</span>
-                                            }
                                           </div>
                                         }
                                         <!-- Fallback item if all detail fields are empty -->
@@ -1008,7 +994,7 @@ limitations under the License.
                                           @if (getAdbCommandLine(item.data)) {
                                             <div class="action-detail-row">
                                               <span class="detail-label">命令：</span>
-                                              <span class="detail-value command-value"><code>{{ getAdbCommandLine(item.data) }}</code></span>
+                                              <app-expandable-value class="detail-value" label="命令" [value]="getAdbCommandLine(item.data)" />
                                             </div>
                                           }
                                           @if (getAdbCwd(item.data)) {
@@ -1029,13 +1015,13 @@ limitations under the License.
                                           @if (getToolTargetText(item.data)) {
                                             <div class="action-detail-row">
                                               <span class="detail-label">目标：</span>
-                                              <span class="detail-value">"{{ getToolTargetText(item.data) }}"</span>
+                                              <app-expandable-value class="detail-value" label="目标" [value]="getToolTargetText(item.data)" />
                                             </div>
                                           }
                                           @if (getToolInputText(item.data)) {
                                             <div class="action-detail-row">
                                               <span class="detail-label">{{ getToolInputLabel(item.data) }}:</span>
-                                              <span class="detail-value">"{{ getToolInputText(item.data) }}"</span>
+                                              <app-expandable-value class="detail-value" label="输入" [value]="getToolInputText(item.data)" />
                                             </div>
                                           }
                                           @if (getToolCoords(item.data)) {
@@ -1047,13 +1033,13 @@ limitations under the License.
                                           @if (getToolAnalysisText(item.data)) {
                                             <div class="action-detail-row">
                                               <span class="detail-label">分析：</span>
-                                              <span class="detail-value">"{{ getToolAnalysisText(item.data) }}"</span>
+                                              <app-expandable-value class="detail-value" label="分析" [value]="getToolAnalysisText(item.data)" />
                                             </div>
                                           }
                                           @if (getToolGenericDetails(item.data)) {
                                             <div class="action-detail-row">
                                               <span class="detail-label">详情：</span>
-                                              <span class="detail-value">"{{ getToolGenericDetails(item.data) }}"</span>
+                                              <app-expandable-value class="detail-value" label="详情" [value]="getToolGenericDetails(item.data)" />
                                             </div>
                                           }
                                         }
@@ -1067,7 +1053,7 @@ limitations under the License.
                                             @if (getAdbCommandLine(item.data)) {
                                               <div class="grid-item full-width">
                                                 <span class="grid-label">命令</span>
-                                                <span class="grid-value command-value"><code>{{ getAdbCommandLine(item.data) }}</code></span>
+                                                <app-expandable-value label="命令" [value]="getAdbCommandLine(item.data)" />
                                               </div>
                                             }
                                             @if (getAdbCwd(item.data)) {
@@ -1087,7 +1073,7 @@ limitations under the License.
                                             @for (param of plugin.args; track param.key) {
                                               <div class="grid-item">
                                                 <span class="grid-label">{{ param.key }}</span>
-                                                <span class="grid-value code-pill">{{ param.value }}</span>
+                                                <app-expandable-value [label]="param.key" [value]="param.value" />
                                               </div>
                                             }
                                             @if (plugin.result || plugin.rawResult || plugin.facts.length) {
@@ -1101,13 +1087,13 @@ limitations under the License.
                                             @if (getToolTargetText(item.data)) {
                                               <div class="grid-item">
                                                 <span class="grid-label">目标</span>
-                                                <span class="grid-value">"{{ getToolTargetText(item.data) }}"</span>
+                                                <app-expandable-value label="目标" [value]="getToolTargetText(item.data)" />
                                               </div>
                                             }
                                             @if (getToolInputText(item.data)) {
                                               <div class="grid-item">
                                                 <span class="grid-label">{{ getToolInputLabel(item.data) }}</span>
-                                                <span class="grid-value">"{{ getToolInputText(item.data) }}"</span>
+                                                <app-expandable-value label="输入" [value]="getToolInputText(item.data)" />
                                               </div>
                                             }
                                             @if (getToolCoords(item.data)) {
@@ -1119,19 +1105,19 @@ limitations under the License.
                                             @if (getToolAnalysisText(item.data)) {
                                               <div class="grid-item">
                                                 <span class="grid-label">分析</span>
-                                                <span class="grid-value">"{{ getToolAnalysisText(item.data) }}"</span>
+                                                <app-expandable-value label="分析" [value]="getToolAnalysisText(item.data)" />
                                               </div>
                                             }
                                             @if (getToolGenericDetails(item.data)) {
                                               <div class="grid-item">
                                                 <span class="grid-label">详情</span>
-                                                <span class="grid-value">"{{ getToolGenericDetails(item.data) }}"</span>
+                                                <app-expandable-value label="详情" [value]="getToolGenericDetails(item.data)" />
                                               </div>
                                             }
                                             @for (param of getToolExtraParams(item.data); track trackParam($index, param)) {
                                               <div class="grid-item">
                                                 <span class="grid-label">{{ param.key }}</span>
-                                                <span class="grid-value code-pill">{{ param.value }}</span>
+                                                <app-expandable-value [label]="param.key" [value]="param.value" />
                                               </div>
                                             }
                                           }

apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.scss

@@ -3694,7 +3694,6 @@ $stream-row-height: 25px;
     &.failed { border-left: 3.5px solid #dc2626; background: var(--app-error-soft, #fff7f7); }
     &.completed { border-left: 3.5px solid #16a34a; }
     &.cancelled, &.interrupted { border-left: 3.5px solid #ea580c; }
-    .item-error { color: var(--app-error-text, #b91c1c); font-size: 11px; line-height: 1.4; overflow-wrap: anywhere; }
 
     .item-header {
       display: flex;

apps/showcase_ui/src/app/components/agent-stream/agent-stream.component.ts

@@ -1,3 +1,4 @@
+import { TaskOutcomeComponent } from '../task-outcome/task-outcome.component';
 import { ExplorationMessage, Demonstration } from '../../services/exploration.service';
 import { mergeConversation } from '../../utils/exploration-timeline.util';
 import { TaskIdCopyComponent } from '../task-id-copy/task-id-copy.component';
@@ -6,6 +7,7 @@ import { LlmRequestStatusComponent } from '../llm-request-status/llm-request-sta
 import { TaskLifecycleComponent } from '../task-lifecycle/task-lifecycle.component';
 import { ReportMarkdownComponent } from '../report-markdown/report-markdown.component';
 import { PluginToolResultComponent } from '../plugin-tool-result/plugin-tool-result.component';
+import { ExpandableValueComponent } from '../expandable-value/expandable-value.component';
 import { AutomationPanelComponent } from '../automation-panel/automation-panel.component';
 import { UiLabelPipe } from '../../utils/ui-label.pipe';
 /**
@@ -250,7 +252,7 @@ export type { MarkdownSegment, MarkdownLine, NoteMilestone, ParsedNote, StreamRe
 @Component({
   selector: 'app-agent-stream',
   standalone: true,
-  imports: [PluginToolResultComponent, ReportMarkdownComponent, LlmRequestStatusComponent, TaskLifecycleComponent, TaskIdCopyComponent, UiLabelPipe, CommonModule, FormsModule, OverlayModule, TaskHistoryComponent, AutomationPanelComponent, TestResultBadgeComponent, TestResultCardComponent, TaskBatchFilterComponent],
+  imports: [TaskOutcomeComponent,ExpandableValueComponent, PluginToolResultComponent, ReportMarkdownComponent, LlmRequestStatusComponent, TaskLifecycleComponent, TaskIdCopyComponent, UiLabelPipe, CommonModule, FormsModule, OverlayModule, TaskHistoryComponent, AutomationPanelComponent, TestResultBadgeComponent, TestResultCardComponent, TaskBatchFilterComponent],
   templateUrl: './agent-stream.component.html',
   styleUrl: './agent-stream.component.scss',
   changeDetection: ChangeDetectionStrategy.OnPush

apps/showcase_ui/src/app/components/automation-panel/automation-panel.component.html

@@ -17,7 +17,7 @@
         <div class="report-heading"><app-favorite-button [sourceId]="r.id" /><strong class="report-title">{{r.name}}</strong></div>
         <div class="report-badges"><span [class.failed]="r.status === 'failed'">{{label(r.status)}}</span><app-test-result-badge [result]="r.test_result" [executionStatus]="r.status" /></div>
         @if(r.test_result; as result){<app-test-result-card [result]="result" [sessionId]="r.id" [executionStatus]="r.status" (reviewSaved)="reviewSaved($event)" />}
-        @if (r.error) { <div class="report-error" role="status"><strong>异常原因</strong><p>{{r.error}}</p></div> }
+        @if (r.error) { <app-task-outcome [error]="r.error" [status]="r.status" /> }
       </div>
       <div class="report-meta"><div><strong>任务目标与预期</strong><p>{{r.goal || '未记录'}}</p></div>@if(r.expected){<div><strong>预期结果</strong><p>{{r.expected}}</p></div>}</div>
       <app-evidence-sources [value]="r.evidence_sources || null" />
@@ -108,6 +108,19 @@
        </div>
      }
     @if(b.report_error){<p class="error">报告生成失败：{{b.report_error}}</p>}
-      @for(j of b.jobs; track j.session_id){<div class="job" [class.selected]="agent.currentSessionId() === j.session_id"><app-favorite-button [sourceId]="j.session_id" /><button (click)="openBatchTask(j.session_id)" [title]="j.case.goal" [attr.aria-pressed]="agent.currentSessionId() === j.session_id">{{j.case.case_id ? j.case.case_id + ' ' : ''}}{{j.case.name}}@if(j.repeat_count > 1){ · 第 {{j.iteration}} / {{j.repeat_count}} 轮}</button><span>{{label(j.status)}}</span><app-test-result-badge [result]="j.test_result" [executionStatus]="j.status" [compact]="true" />@if(j.error){<small>{{j.error}}</small>}</div>}
+      @for(j of b.jobs; track j.session_id){
+        <div class="job" [class.selected]="agent.currentSessionId() === j.session_id">
+          <div class="job-heading">
+            <app-favorite-button [sourceId]="j.session_id" />
+            <button (click)="openBatchTask(j.session_id)" [title]="j.case.goal" [attr.aria-pressed]="agent.currentSessionId() === j.session_id">{{j.case.case_id ? j.case.case_id + ' ' : ''}}{{j.case.name}}@if(j.repeat_count > 1){ · 第 {{j.iteration}} / {{j.repeat_count}} 轮}</button>
+          </div>
+          <div class="job-statuses">
+            <span>{{label(j.status)}}</span>
+            <app-test-result-badge [result]="j.test_result" [executionStatus]="j.status" [compact]="true" />
+            @if(j.human_reviewed){<span class="human-review-badge" title="人工评审已有保存内容，不代表测试通过">人工已审</span>}
+          </div>
+          <app-task-outcome [error]="j.error" [result]="j.test_result" [status]="j.status" />
+        </div>
+      }
   </section>}
 }

apps/showcase_ui/src/app/components/automation-panel/automation-panel.component.scss

@@ -37,14 +37,21 @@ input[type=checkbox]{width:15px;height:15px;accent-color:var(--app-primary-text,
 @keyframes archive-spin{to{transform:rotate(360deg);}}
 .code{font-family:Consolas,monospace;font-size:12px;line-height:1.6;resize:vertical;background:var(--app-surface-soft, #f8fafc);}.table-wrap{max-height:260px;overflow:auto;border:1px solid var(--app-border, #e2e8f0);border-radius:8px;margin-bottom:14px;}table{width:100%;border-collapse:collapse;}th,td{padding:9px 10px;border-bottom:1px solid var(--app-border, #e2e8f0);text-align:left;overflow-wrap:anywhere;}th{background:var(--app-surface-soft, #f8fafc);color:var(--app-text-secondary, #475569);font-weight:500;}
 .preview{white-space:pre-wrap;max-height:400px;overflow:auto;font:inherit;color:var(--app-text-control, #334155);background:var(--app-surface-soft, #f8fafc);border-radius:8px;padding:12px;border:1px solid var(--app-border, #e2e8f0);}
-.job{display:flex;flex-wrap:wrap;gap:8px;align-items:center;padding:10px 0;border-bottom:1px solid var(--app-border, #f1f5f9);}.job:last-child{border-bottom:0;}.job button{flex:1;justify-content:flex-start;text-align:left;min-width:150px;}.job span{font-size:12px;background:var(--app-surface-soft, #f1f5f9);color:var(--app-text-secondary, #475569);border-radius:5px;padding:3px 7px;}.job small{width:100%;}details{margin:14px 0;}summary{color:var(--app-text-secondary, #475569);cursor:pointer;padding:8px 0;}
+.job{display:flex;flex-direction:column;gap:8px;padding:12px 0;border-bottom:1px solid var(--app-border, #f1f5f9);}
+.job:last-child{border-bottom:0;}
+.job-heading{position:relative;min-width:0;}
+.job-heading>app-favorite-button{position:absolute;left:6px;top:4px;z-index:1;}
+.job-heading>button{box-sizing:border-box;width:100%;min-width:0;padding-left:40px;justify-content:flex-start;text-align:left;overflow-wrap:anywhere;}
+.job-statuses{display:flex;flex-wrap:wrap;align-items:center;gap:8px;}
+.job-statuses>span{display:inline-flex;align-items:center;box-sizing:border-box;height:20px;padding:0 6px;border:1px solid transparent;border-radius:5px;font-size:11px;line-height:14px;background:var(--app-surface-soft, #f1f5f9);color:var(--app-text-secondary, #475569);white-space:nowrap;}
+.job small{overflow-wrap:anywhere;}
+details{margin:14px 0;}summary{color:var(--app-text-secondary, #475569);cursor:pointer;padding:8px 0;}
 .task-guidance{margin-top:16px;padding:14px;border:1px solid var(--app-primary-border, #bfdbfe);border-radius:10px;background:var(--app-primary-soft, #f8fbff);}
 .task-guidance label{margin:8px 0 4px;}
 .report-overview{padding:14px;border:1px solid var(--app-primary-border, #dbeafe);border-radius:10px;background:var(--app-primary-soft, #f8fbff);}
 .report-heading{display:flex;align-items:flex-start;gap:8px;}.report-heading .report-title{flex:1;min-width:0;}
 .report-title{display:block;font-size:14px;line-height:1.5;color:var(--app-text-strong, #0f172a);overflow-wrap:anywhere;}
 .report-badges{display:flex;gap:7px;flex-wrap:wrap;margin-top:9px;span{padding:3px 8px;border:1px solid var(--app-primary-border, #bfdbfe);border-radius:20px;background:var(--app-primary-soft, #eff6ff);color:var(--app-primary-text, #1e40af);font-size:12px;&.failed{background:var(--app-error-soft, #fff1f2);border-color:var(--app-error-border, #fecdd3);color:var(--app-error-text, #be123c);}}}
-.report-error{margin-top:11px;padding:10px 12px;background:var(--app-error-soft, #fff1f2);border-left:3px solid #e11d48;border-radius:6px;color:var(--app-error-text, #9f1239);strong{font-size:12px;}p{margin:4px 0 0;color:var(--app-error-text, #9f1239);white-space:pre-wrap;}}
 .report-meta{display:grid;grid-template-columns:repeat(auto-fit,minmax(190px,1fr));gap:10px;margin:12px 0;div{min-width:0;padding:10px 12px;border:1px solid var(--app-border, #e2e8f0);border-radius:8px;background:var(--app-surface, #fff);}strong{font-size:12px;color:var(--app-text-secondary, #475569);}p{margin:5px 0 0;white-space:pre-wrap;color:var(--app-text-control, #1e293b);}}
 .report-content{margin-top:14px;padding:14px;border:1px solid var(--app-border, #e2e8f0);border-radius:10px;background:var(--app-surface, #fff);h3{margin-bottom:12px;}}
 .report-body{overflow-x:auto;overflow-wrap:anywhere;color:var(--app-text-control, #1e293b);line-height:1.75;}
@@ -58,3 +65,5 @@ input[type=checkbox]{width:15px;height:15px;accent-color:var(--app-primary-text,
   table{width:100%;border-collapse:collapse;font-size:12px;}th,td{padding:7px 9px;border:1px solid var(--app-border, #e2e8f0);vertical-align:top;}th{background:var(--app-primary-soft, #eff6ff);color:var(--app-primary-text, #1e3a8a);}
   .md-para-gap{height:8px;}
 }
+
+.job .human-review-badge{white-space:nowrap;border:1px solid var(--app-primary-border, #bfdbfe);background:var(--app-primary-soft, #eff6ff);color:var(--app-primary-text, #1d4ed8);font-weight:500;}

apps/showcase_ui/src/app/components/automation-panel/automation-panel.component.spec.ts

@@ -90,6 +90,30 @@ describe('AutomationPanelComponent batch deletion', () => {
     expect(http.post).not.toHaveBeenCalled();
   });
 
+  it('shows only saved human review badges and removes them on a batch refresh', async () => {
+    const fixture = TestBed.createComponent(AutomationPanelComponent);
+    const component = fixture.componentInstance;
+    await new Promise<void>(resolve => setTimeout(resolve, 0));
+    component.tab.set('batches');
+    const batch = { id: 'review-batch', name: '评审批次', status: 'completed', jobs: [
+      { session_id: 'reviewed', status: 'completed', human_reviewed: true, case: { name: '已评用例' } },
+      { session_id: 'empty', status: 'completed', human_reviewed: false, case: { name: '空白用例' } },
+      { session_id: 'legacy', status: 'completed', case: { name: '旧版任务' } }
+    ] };
+    component.batch.set(batch);
+    fixture.detectChanges();
+    const rows = fixture.nativeElement.querySelectorAll('.job');
+    expect(rows[0].querySelector('.human-review-badge').textContent).toBe('人工已审');
+    expect(rows[1].querySelector('.human-review-badge')).toBeNull();
+    expect(rows[2].querySelector('.human-review-badge')).toBeNull();
+    expect(fixture.nativeElement.textContent).not.toContain('人工未审');
+    (http.get.and as any).callFake((url: string) => of(url.endsWith('/review-batch')
+      ? { ...batch, jobs: batch.jobs.map(job => ({ ...job, human_reviewed: false })) } : []));
+    await component.refresh();
+    fixture.detectChanges();
+    expect(fixture.nativeElement.querySelector('.human-review-badge')).toBeNull();
+  });
+
   it('confirms deletion and removes the batch from the visible list', async () => {
     const fixture = TestBed.createComponent(AutomationPanelComponent);
     fixture.componentInstance.tab.set('batches');
@@ -129,7 +153,7 @@ describe('AutomationPanelComponent batch deletion', () => {
       {session_id:'task-b',status:'completed',case:{name:'用例 B',goal:'观察主页'}}
     ]});
     fixture.detectChanges();
-    const jobs: HTMLButtonElement[] = [...fixture.nativeElement.querySelectorAll('.job > button')];
+    const jobs: HTMLButtonElement[] = [...fixture.nativeElement.querySelectorAll('.job-heading > button')];
     jobs[0].click(); jobs[1].click();
     expect(agent.selectSession.calls.allArgs()).toEqual([['task-a',true],['task-b',true]]);
     expect(component.tab()).toBe('batches');
@@ -152,7 +176,12 @@ describe('AutomationPanelComponent batch deletion', () => {
     });
     fixture.detectChanges();
     const root = fixture.nativeElement as HTMLElement;
-    expect(root.querySelector('.report-error')?.textContent).toContain('连续 3 次');
+    const explanation = root.querySelector<HTMLDetailsElement>('app-task-outcome details')!;
+    expect(explanation.open).toBeFalse();
+    expect(explanation.querySelector('summary')?.textContent).toContain('连续 3 次');
+    explanation.querySelector('summary')!.click();
+    expect(explanation.open).toBeTrue();
+    expect(explanation.querySelector('.body')?.textContent).toContain('连续 3 次');
     expect(root.querySelector('.report-body h2')?.textContent).toBe('结果');
     expect(root.querySelector('.report-body')?.textContent).toContain('第一行');
     expect(root.querySelector('.report-body')?.textContent).toContain('第二行');

apps/showcase_ui/src/app/components/automation-panel/automation-panel.component.ts

@@ -1,3 +1,4 @@
+import { TaskOutcomeComponent } from '../task-outcome/task-outcome.component';
 import { Component, DestroyRef, computed, effect, inject, output, signal } from '@angular/core';
 import { FavoriteButtonComponent } from '../favorite-button/favorite-button.component';
 import { ReportMarkdownComponent } from '../report-markdown/report-markdown.component';
@@ -24,7 +25,7 @@ interface ArchiveProgress {
 }
 
 @Component({
-  selector: 'app-automation-panel', standalone: true, imports: [FavoriteButtonComponent, ReportMarkdownComponent, CommonModule, FormsModule, TestResultBadgeComponent, TestResultCardComponent, TaskPluginsComponent, EvidenceSourcesComponent],
+  selector: 'app-automation-panel', standalone: true, imports: [TaskOutcomeComponent,FavoriteButtonComponent, ReportMarkdownComponent, CommonModule, FormsModule, TestResultBadgeComponent, TestResultCardComponent, TaskPluginsComponent, EvidenceSourcesComponent],
   templateUrl: './automation-panel.component.html', styleUrl: './automation-panel.component.scss'
 })
 export class AutomationPanelComponent {

apps/showcase_ui/src/app/components/expandable-value/expandable-value.component.spec.ts

@@ -0,0 +1,26 @@
+import { TestBed } from '@angular/core/testing';
+import { ExpandableValueComponent } from './expandable-value.component';
+
+describe('执行字段折叠', () => {
+  for (const [label, value] of [['Payload', '{"x":1}'], ['输入', '完整内容'.repeat(100)], ['输出', '行\n'.repeat(6)]]) {
+    it(`默认折叠 ${label} 并保留完整内容`, () => {
+      const fixture = TestBed.createComponent(ExpandableValueComponent);
+      fixture.componentRef.setInput('label', label);
+      fixture.componentRef.setInput('value', value);
+      fixture.detectChanges();
+      const details: HTMLDetailsElement = fixture.nativeElement.querySelector('details');
+      expect(details.open).toBeFalse();
+      details.querySelector('summary')!.click();
+      expect(details.open).toBeTrue();
+      expect(details.querySelector('pre')!.textContent).toBe(value);
+      fixture.detectChanges();
+      expect(details.open).toBeTrue();
+    });
+  }
+  it('直接显示普通短字段', () => {
+    const fixture = TestBed.createComponent(ExpandableValueComponent);
+    fixture.componentRef.setInput('value', '点击设置'); fixture.detectChanges();
+    expect(fixture.nativeElement.querySelector('details')).toBeNull();
+    expect(fixture.nativeElement.textContent).toContain('点击设置');
+  });
+});

apps/showcase_ui/src/app/components/expandable-value/expandable-value.component.ts

@@ -0,0 +1,31 @@
+import { ChangeDetectionStrategy, Component, computed, input } from '@angular/core';
+
+/** Visual folding only: the full receipt remains selectable and unchanged. */
+@Component({
+  selector: 'app-expandable-value', standalone: true,
+  changeDetection: ChangeDetectionStrategy.OnPush,
+  template: `
+    @if (foldable()) {
+      <details>
+        <summary><span>{{ label() }} · {{ value().length }} 字符</span><span class="hint">展开查看</span></summary>
+        <pre tabindex="0" [attr.aria-label]="label() + '完整内容，可选择复制'">{{ value() }}</pre>
+      </details>
+    } @else { <span class="short-value">{{ value() }}</span> }
+  `,
+  styles: [`
+    :host { display:block; min-width:0; max-width:100%; }
+    details { border:1px solid var(--app-border, #e2e8f0); border-radius:8px; background:var(--app-surface-soft, #f8fafc); }
+    summary { cursor:pointer; padding:7px 10px; font-size:12px; color:var(--app-text-secondary, #475569); overflow-wrap:anywhere; }
+    .hint { margin-left:8px; color:var(--app-primary-text, #1a73e8); }
+    details[open] .hint { display:none; }
+    pre { margin:0; padding:10px; max-height:24rem; overflow:auto; white-space:pre-wrap; overflow-wrap:anywhere; font-size:12px; user-select:text; }
+    .short-value { white-space:pre-wrap; overflow-wrap:anywhere; }
+    summary:focus-visible, pre:focus-visible { outline:2px solid var(--app-focus, #a5b4fc); outline-offset:2px; }
+  `]
+})
+export class ExpandableValueComponent {
+  value = input('');
+  label = input('详情');
+  foldable = computed(() => /payload|原始|^result$/i.test(this.label())
+    || this.value().length > 240 || this.value().split('\n').length > 4);
+}

apps/showcase_ui/src/app/components/exploration-panel/exploration-panel.component.spec.ts

@@ -9,7 +9,7 @@ import { AgentStreamComponent } from '../agent-stream/agent-stream.component';
 @Component({selector:'app-agent-stream',standalone:true,template:'<ng-content></ng-content>'}) class StreamStub {conversationMessages=input<any[]>([]);demonstrations=input<any[]>([]);pendingQuestion=input('');useRecommendation=output<string>();}
 
 describe('Exploration conversation', () => {
-  const config = {model: 'gpt-6.1-sol', reasoning_effort: 'high', timeout_seconds: 1800, demonstration_timeout_seconds: 900, demonstration_warning_seconds: 60};
+  const config = {model: 'gpt-6.1-terra', reasoning_effort: 'high', timeout_seconds: 1800, demonstration_timeout_seconds: 900, demonstration_warning_seconds: 60};
   let current: ExplorationSession;
   let api: any;
   beforeEach(() => {

apps/showcase_ui/src/app/components/exploration-panel/exploration-panel.component.ts

@@ -44,7 +44,7 @@ export class ExplorationPanelComponent {
   private followsLatest = true;
   private requests = this.api.requests;
   private displayedId: string | null = null;
-  readonly models = ['gpt-6.1-sol', 'gpt-6-astra', 'gpt-6-luna', 'mimo-v2.6-pro', 'mimo-v2.6-flash'];
+  readonly models = ['gpt-6.1-terra', 'gpt-6.1-sol', 'gpt-6-astra', 'gpt-6-luna', 'mimo-v2.6-pro', 'mimo-v2.6-flash'];
   readonly efforts = ['default', 'none', 'minimal', 'low', 'medium', 'high', 'xhigh', 'max'];
 
   constructor() {

apps/showcase_ui/src/app/components/featured-tasks/featured-tasks.component.spec.ts

@@ -35,7 +35,7 @@ describe('Featured tasks',()=>{
     expect(fixture.nativeElement.textContent).not.toContain('旧任务部分配置缺失');
     fixture.nativeElement.querySelector('.configure').click();fixture.detectChanges();flushMicrotasks();
     const select:HTMLSelectElement=fixture.nativeElement.querySelector('app-model-selector select');
-    expect(Array.from(select.options,option=>option.value)).toEqual(['gpt-6-luna','gpt-6.1-sol','gpt-6-astra','mimo-v2.6-pro','__custom__']);
+    expect(Array.from(select.options,option=>option.value)).toEqual(['gpt-6-luna','gpt-6.1-terra', 'gpt-6.1-sol','gpt-6-astra','mimo-v2.6-pro','__custom__']);
     expect(select.value).toBe('__custom__');
     expect(fixture.nativeElement.querySelector('input[aria-label="复跑模型（自定义）"]').value).toBe('original-model');
     select.value='gpt-6-luna';select.dispatchEvent(new Event('change'));fixture.detectChanges();

apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.html

@@ -27,7 +27,9 @@ limitations under the License.
     class="floating-video-wrapper"
     [class.minimized]="agentService.isVideoMinimized()"
     [class.theater]="isTheaterMode()"
-    [style.left.px]="!isTheaterMode() ? posX() : null"
+    [style.--extension-width]="extensionWidth() + 'px'"
+    [style.left.px]="!isTheaterMode() ? windowLeft() : null"
+    [style.width.px]="isTheaterMode() || agentService.isVideoMinimized() ? null : 400 + extensionWidth()"
     [style.top.px]="!isTheaterMode() ? posY() : null"
     [style.--player-top]="posY() + 'px'"
     >
@@ -42,6 +44,9 @@ limitations under the License.
         </span>
       </div>
       <div class="header-actions" (mousedown)="$event.stopPropagation()">
+        @if (extensionPanels(); as panels) {
+          <ng-container [ngTemplateOutlet]="panels.headerControls() || null" />
+        }
         <!-- Mode Toggle Group: Video vs. Step Replay -->
         @if (agentService.recordingPlaybackStatus() === 'ready' && agentService.hasCurrentSessionStepFrames() && !agentService.isVideoMinimized()) {
           <div class="mode-toggle-group">
@@ -117,6 +122,9 @@ limitations under the License.
     }
     <!-- Video Main Content Area -->
     @if (!agentService.isVideoMinimized()) {
+      <app-task-extension-panels [sessionId]="agentService.currentSessionId()" [enabled]="true"
+        [sessionIds]="reviewSessionIds()" (navigate)="agentService.selectSession($event, true)"
+        [taskStatus]="agentService.currentSession()?.status || ''" (expandedWidth)="extensionWidth.set($event)">
       <div class="video-body">
         <!-- 1. LIVE SCREEN STREAM (AUTOMATICALLY ACTIVE DURING RUNNING TEST) -->
         @if (agentService.recordingPlaybackStatus() === 'live') {
@@ -488,6 +496,7 @@ limitations under the License.
                   }
                 }
               </div>
+              </app-task-extension-panels>
             }
           </div>
         }

apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.scss

@@ -28,6 +28,7 @@
 }
 
 .floating-video-wrapper {
+  container-type: inline-size;
   position: fixed;
   width: 400px;
   max-width: calc(100vw - 32px);
@@ -60,8 +61,8 @@
     left: 50% !important;
     top: 50% !important;
     transform: translate(-50%, -50%);
-    width: 85vw;
+    width: min(calc(85vw + var(--extension-width, 0px)), calc(100vw - 32px));
-    max-width: 960px;
+    max-width: calc(960px + var(--extension-width, 0px));
     height: auto;
     max-height: 88vh;
     box-shadow: 0 24px 60px -12px rgba(15, 23, 42, 0.35);
@@ -805,16 +806,21 @@
 
       .controls-row {
         display: flex;
+        flex-wrap: wrap;
+        gap: 8px;
         align-items: center;
         justify-content: space-between;
 
         .controls-left, .controls-right {
           display: flex;
+          flex-wrap: wrap;
+          white-space: nowrap;
           align-items: center;
           gap: 8px;
         }
 
         .ctrl-btn {
+          flex-shrink: 0;
           background: rgb(var(--app-surface-soft-rgb, 241 245 249) / 0.75);
           backdrop-filter: blur(12px);
           -webkit-backdrop-filter: blur(12px);

apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.spec.ts

@@ -1,3 +1,5 @@
+import { provideHttpClient } from '@angular/common/http';
+import { HttpTestingController, provideHttpClientTesting } from '@angular/common/http/testing';
 import { ComponentFixture, TestBed } from '@angular/core/testing';
 import { signal } from '@angular/core';
 import { AgentService, RecordingSource, VideoSegment } from '../../services/agent.service';
@@ -39,6 +41,8 @@ describe('FloatingVideoPlayerComponent video markers', () => {
       currentSessionStepFrames: signal([frame]),
       currentSession: signal({ session_id: 'test', start_time: start }),
       currentSessionId: signal('test'),
+      sessions: signal([{ session_id: 'test', status: 'completed' }]),
+      selectSession: jasmine.createSpy('selectSession'),
       videoSeekRequest: signal<{ seconds: number; requestId: number; sourceId?: string } | null>(null),
       stepSeekRequest: signal(null),
       consumeVideoAutoplay: jasmine.createSpy('consumeVideoAutoplay').and.returnValue(false)
@@ -59,11 +63,14 @@ describe('FloatingVideoPlayerComponent video markers', () => {
     agentService = createAgentService();
     TestBed.configureTestingModule({
       imports: [FloatingVideoPlayerComponent],
-      providers: [{ provide: AgentService, useValue: agentService }]
+      providers: [provideHttpClient(), provideHttpClientTesting(), { provide: AgentService, useValue: agentService }]
     });
 
     fixture = TestBed.createComponent(FloatingVideoPlayerComponent);
     fixture.detectChanges();
+    TestBed.inject(HttpTestingController).expectOne('/api/task-extensions/test').flush({
+      session_id: 'test', initial_prompt: '', editable: true, plugins: []
+    });
     component = fixture.componentInstance;
     video = component.videoRef!.nativeElement;
     paused = true;
@@ -98,6 +105,23 @@ describe('FloatingVideoPlayerComponent video markers', () => {
     fixture.detectChanges();
   }
 
+  for (const mode of ['video', 'steps']) {
+    it(`shows review controls in ${mode} mode even without a recording`, () => {
+      agentService.playerMode.set(mode);
+      agentService.recordingPlaybackStatus.set('unavailable');
+      component.extensionPanels()!.refresh(); fixture.detectChanges();
+      TestBed.inject(HttpTestingController).expectOne('/api/task-extensions/test').flush({
+        session_id: 'test', initial_prompt: '', editable: true, plugins: [{
+          plugin_id: 'review', name: '原始用例', version: '1.1.0', revision: 0, values: {}, history: [],
+          workspace: { fields: [], panels: [{ id: 'case', title: '原始用例', side: 'left', kind: 'original_case', width: {minimum: 240, preferred: 340, maximum: 480} }] }
+        }]
+      }); fixture.detectChanges();
+      const button: HTMLButtonElement = fixture.nativeElement.querySelector('button[aria-label="展开原始用例"]');
+      expect(button).not.toBeNull(); button.click(); fixture.detectChanges();
+      expect(fixture.nativeElement.querySelector('aside').textContent).toContain('未记录原始用例');
+    });
+  }
+
   it('removes the live image while hidden and reconnects it on return', () => {
     const hidden = spyOnProperty(document, 'hidden', 'get').and.returnValue(false);
     agentService.recordingPlaybackStatus.set('live');

apps/showcase_ui/src/app/components/floating-video-player/floating-video-player.component.ts

@@ -26,10 +26,13 @@ import {
   HostListener,
   effect,
   untracked,
-  OnDestroy
+  OnDestroy,
+  viewChild
 } from '@angular/core';
 
+import { TaskExtensionPanelsComponent } from '../task-extension-panels/task-extension-panels.component';
 import { FormsModule } from '@angular/forms';
+import { NgTemplateOutlet } from '@angular/common';
 import { AgentService } from '../../services/agent.service';
 import { StepReplayFrame } from '../../core/models/stream.model';
 import { drawActionCoordinatesOnOverlay } from '../../utils/image-overlay.util';
@@ -40,13 +43,22 @@ import { buildVideoStepMarkers, VideoStepMarker } from '../../utils/video-step-m
 @Component({
   selector: 'app-floating-video-player',
   standalone: true,
-  imports: [FormsModule],
+  imports: [FormsModule, NgTemplateOutlet, TaskExtensionPanelsComponent],
   templateUrl: './floating-video-player.component.html',
   styleUrl: './floating-video-player.component.scss',
   changeDetection: ChangeDetectionStrategy.OnPush
 })
 export class FloatingVideoPlayerComponent implements OnDestroy {
   public agentService = inject(AgentService);
+  public extensionWidth = signal(0);
+  public reviewSessionIds = computed(() => this.agentService.sessions()
+    .filter(session => ['completed', 'success', 'failed', 'cancelled', 'interrupted', 'skipped'].includes(session.status || ''))
+    .map(session => session.session_id));
+  public extensionPanels = viewChild(TaskExtensionPanelsComponent);
+  public windowLeft(): number {
+    const width = this.agentService.isVideoMinimized() ? 280 : 400 + this.extensionWidth();
+    return Math.max(16, Math.min(this.posX(), window.innerWidth - Math.min(width, window.innerWidth - 32) - 16));
+  }
   private zone = inject(NgZone);
 
   @ViewChild('videoRef') videoRef?: ElementRef<HTMLVideoElement>;
@@ -327,7 +339,7 @@ export class FloatingVideoPlayerComponent implements OnDestroy {
     this.isDragging = true;
     this.dragStartX = event.clientX;
     this.dragStartY = event.clientY;
-    this.initialPosX = this.posX();
+    this.initialPosX = this.windowLeft();
     this.initialPosY = this.posY();
     event.preventDefault();
 

apps/showcase_ui/src/app/components/model-settings/model-settings.component.spec.ts

@@ -11,7 +11,7 @@ describe('持久化模型与功能设置', () => {
     api_key_configured: true, timeout_seconds: 300, max_retries: 5, retry_interval_seconds: 10, reasoning_effort: 'high',
     rate_limit_retry_seconds: 60, tool_fallback_model: 'gpt-6-luna', tool_fallback_reasoning_effort: 'high',
     tool_fallback_max_retries: 3, tool_fallback_no_progress_attempts: 3,
-    model_presets: ['gpt-6-luna', 'gpt-6.1-sol', 'gpt-6-astra', 'mimo-v2.6-pro'], env_path: '/app/.env' };
+    model_presets: ['gpt-6-luna', 'gpt-6.1-terra', 'gpt-6.1-sol', 'gpt-6-astra', 'mimo-v2.6-pro'], env_path: '/app/.env' };
   beforeEach(() => {
     TestBed.configureTestingModule({ providers: [provideHttpClient(), provideHttpClientTesting()] });
     http = TestBed.inject(HttpTestingController);

apps/showcase_ui/src/app/components/plugin-tool-result/plugin-tool-result.component.ts

@@ -1,15 +1,17 @@
 import { Component, computed, input } from '@angular/core';
 import { PluginToolView } from '../../utils/plugin-tool-view.util';
+import { ExpandableValueComponent } from '../expandable-value/expandable-value.component';
 
 /** Readable presentation only: the full receipt and model context stay intact. */
 @Component({
   selector: 'app-plugin-tool-result',
   standalone: true,
+  imports: [ExpandableValueComponent],
   template: `
     @if (view().facts.length) {
       <dl class="receipt-facts">
         @for (fact of view().facts; track fact.key) {
-          <div><dt>{{ fact.key }}</dt><dd>{{ fact.value }}</dd></div>
+          <div><dt>{{ fact.key }}</dt><dd><app-expandable-value [label]="fact.key" [value]="fact.value" /></dd></div>
         }
       </dl>
     }

apps/showcase_ui/src/app/components/report-markdown/report-markdown.component.ts

@@ -21,7 +21,7 @@ import { renderMarkdownToHtml } from '../../utils/markdown-parser.util';
       li { margin: 4px 0; }
       blockquote { margin: 10px 0; padding: 6px 12px; border-left: 3px solid var(--app-primary-border, #93c5fd); background: var(--app-surface-soft, #f8fafc); }
       code { font-family: Consolas, monospace; font-size: .92em; border-radius: 4px; padding: 1px 4px; background: var(--app-surface-soft, #f1f5f9); }
-      pre { max-width: 100%; overflow: auto; padding: 10px 12px; border-radius: 6px; background: var(--app-surface-soft, #f1f5f9); white-space: pre; }
+      pre { box-sizing: border-box; max-width: 100%; overflow: auto; padding: 10px 12px; border-radius: 6px; background: var(--app-surface-soft, #f1f5f9); white-space: pre; }
       pre code { padding: 0; background: none; }
       .md-table-scroll { max-width: 100%; overflow-x: auto; }
       table { width: 100%; border-collapse: collapse; font-size: 12px; }

apps/showcase_ui/src/app/components/task-extension-panels/task-extension-panels.component.html

@@ -0,0 +1,115 @@
+@if (enabled() && error()) {
+  <div class="extension-notice" role="status">{{ error() }} <button type="button" (click)="refresh()">重试</button></div>
+}
+<ng-template #headerControls>
+@if (data()?.plugins?.length) {
+  <nav class="panel-toggles" aria-label="任务扩展面板">
+    @for (side of ['left', 'right']; track side) {
+        @for (plugin of data()!.plugins; track plugin.plugin_id) {
+          @for (panel of plugin.workspace.panels; track panel.id) {
+            @if (panel.side === side) {
+              <button type="button" class="panel-toggle" [class.active]="opened()[key(plugin, panel)]" [attr.aria-expanded]="!!opened()[key(plugin, panel)]"
+                [attr.aria-label]="(opened()[key(plugin, panel)] ? '收起' : '展开') + panel.title"
+                [title]="(opened()[key(plugin, panel)] ? '收起' : '展开') + panel.title"
+                [attr.aria-controls]="'extension-' + key(plugin, panel)" (click)="toggle(plugin, panel)">
+                <svg viewBox="0 0 20 20" aria-hidden="true"><rect x="2" y="3" width="16" height="14" rx="3" /><path [attr.d]="side === 'left' ? 'M7 3v14' : 'M13 3v14'" /></svg>
+                <span class="panel-toggle-label">{{ panel.title }}</span>
+                <span class="material-symbols-outlined" aria-hidden="true">{{ (side === 'left') !== !!opened()[key(plugin, panel)] ? 'chevron_left' : 'chevron_right' }}</span>
+              </button>
+            }
+          }
+        }
+    }
+  </nav>
+}
+</ng-template>
+<div class="extension-layout" [class.has-left]="panels('left').length" [class.has-right]="panels('right').length"
+  [style.--left-width]="width('left') + 'px'" [style.--right-width]="width('right') + 'px'">
+  @if (panels('left').length) {
+    <aside class="panel-column left-column" aria-label="任务左侧扩展">
+      @for (item of panels('left'); track key(item.plugin, item.panel)) {
+        <ng-container *ngTemplateOutlet="panelContent; context: { plugin: item.plugin, panel: item.panel }" />
+      }
+    </aside>
+  }
+  <div class="player-content"><ng-content /></div>
+  @if (panels('right').length) {
+    <aside class="panel-column right-column" aria-label="任务右侧扩展">
+      @for (item of panels('right'); track key(item.plugin, item.panel)) {
+        <ng-container *ngTemplateOutlet="panelContent; context: { plugin: item.plugin, panel: item.panel }" />
+      }
+    </aside>
+  }
+</div>
+
+<ng-template #panelContent let-plugin="plugin" let-panel="panel">
+  <section [id]="'extension-' + key(plugin, panel)" [attr.aria-label]="panel.title">
+    <header><h3>{{ panel.kind === 'original_case' ? (data()?.case_title || panel.title) : panel.title }}</h3><span class="panel-kind">{{ panel.kind === 'original_case' ? '原始用例' : panel.kind === 'initial_prompt' ? '原始提示词' : '人工填写 · 选填' }}</span></header>
+    @if (panel.kind === 'original_case') {
+      @if (!data()?.original_case) {
+        <p class="muted">此任务未记录原始用例内容；旧任务不会从 AI 提示词推测补写。</p>
+      }
+      <div class="case-section"><h4>预置条件</h4><app-report-markdown [content]="data()?.original_case?.preconditions || '未填写'" /></div>
+      <div class="case-section"><h4>操作步骤</h4><app-report-markdown [content]="data()?.original_case?.steps || '未填写'" /></div>
+      <div class="case-section"><h4>预期结果</h4><app-report-markdown [content]="data()?.original_case?.expected || '未填写'" /></div>
+    } @else if (panel.kind === 'initial_prompt') {
+      @if (data()?.initial_prompt) {
+        <app-report-markdown [content]="data()!.initial_prompt" />
+      } @else { <p class="muted">该任务未记录初始需求提示词。</p> }
+    } @else {
+      @if (!data()?.editable) { <p class="muted">任务结束后可填写评审。</p> }
+      <fieldset [disabled]="!data()?.editable">
+        @for (field of plugin.workspace.fields; track field.id) {
+          <div class="field" [class.choice-field]="field.kind === 'choice'" [class.note-field]="field.kind === 'text'">
+            <span class="field-label">{{ field.label }}</span>
+            @if (field.description) { <span class="muted">{{ field.description }}</span> }
+            @if (field.kind === 'choice') {
+              <div class="choice-group" role="group" [attr.aria-label]="field.label">
+                @for (option of field.options; track option) {
+                  <button type="button" class="choice-button" [class.selected]="drafts[plugin.plugin_id].values[field.id] === option"
+                    [class.pass]="option === 'Pass' || option === '通过'" [class.failed]="option === 'Failed' || option === '失败'"
+                    [attr.aria-pressed]="drafts[plugin.plugin_id].values[field.id] === option" title="再次点击已选项可清除"
+                    (click)="choose(plugin.plugin_id, field.id, option)">
+                    @if (option === 'Pass' || option === 'Failed' || option === '通过' || option === '失败') {
+                      <svg class="choice-icon" viewBox="0 0 24 24" aria-hidden="true" focusable="false">
+                        <path [attr.d]="option === 'Pass' || option === '通过' ? 'M5 12l4 4L19 6' : 'M6 6l12 12M18 6L6 18'" />
+                      </svg>
+                    }
+                    <span class="choice-label">{{ option }}</span>
+                  </button>
+                }
+              </div>
+            } @else {
+              <textarea rows="1" [attr.aria-label]="field.label" [maxLength]="field.max_length" placeholder="添加备注（选填）"
+                [ngModel]="drafts[plugin.plugin_id].values[field.id] || ''" (ngModelChange)="edit(plugin.plugin_id, field.id, $event)"></textarea>
+            }
+          </div>
+        }
+        <div class="form-actions">
+          <button type="button" class="save" [disabled]="!!saving()" (click)="save(plugin)">{{ saving() === plugin.plugin_id ? '正在保存…' : '保存评审' }}</button>
+          <button type="button" class="reload" [disabled]="!!saving()" (click)="reload(plugin)" title="放弃未保存内容，读取最新记录">重新加载</button>
+          <span class="muted unsaved">{{ saving() === plugin.plugin_id ? '正在保存…' : drafts[plugin.plugin_id].dirty ? '等待自动保存…' : '修改后自动保存' }}</span>
+        </div>
+      </fieldset>
+      <nav class="review-navigation" aria-label="切换评审任务">
+        <div class="navigation-buttons">
+          <button type="button" [disabled]="!navigation().previous || !!saving() || moving()" (click)="move('previous')"><span aria-hidden="true">‹</span>上一条</button>
+          <span class="review-position">{{ navigation().position }} / {{ navigation().total }}</span>
+          <button type="button" [disabled]="!navigation().next || !!saving() || moving()" (click)="move('next')">下一条<span aria-hidden="true">›</span></button>
+        </div>
+        <span class="muted">{{ navigation().scope === 'batch' ? '同批次已结束任务 · 按执行顺序' : '当前历史列表' }}</span>
+        @if (drafts[plugin.plugin_id].dirty) { <span class="muted">有待保存的修改，切换前会先保存。</span> }
+      </nav>
+      @if (notice()) { <p class="notice" role="status">{{ notice() }}</p> }
+      @if (plugin.history.length) {
+        <details class="history"><summary>修改记录（{{ plugin.history.length }}）</summary>
+          @for (entry of plugin.history; track entry.revision) {
+            <div class="history-entry"><strong>第 {{ entry.revision }} 次 · {{ entry.saved_at * 1000 | date:'yyyy-MM-dd HH:mm:ss' }}</strong>
+              @for (field of entry.fields; track field.id) { <p>{{ field.label }}：{{ entry.values[field.id] || '未填写' }}</p> }
+            </div>
+          }
+        </details>
+      }
+    }
+  </section>
+</ng-template>

apps/showcase_ui/src/app/components/task-extension-panels/task-extension-panels.component.scss

@@ -0,0 +1,60 @@
+:host { display: block; width: 100%; min-width: 0; min-height: 0; overflow: auto; container-type: inline-size; color: var(--app-text-control, #1e293b); }
+.panel-toggles { display: flex; gap: 4px; padding-right: 8px; margin-right: 4px; border-right: 1px solid var(--app-border, #e2e8f0); }
+button { box-sizing: border-box; display: inline-flex; align-items: center; justify-content: center; gap: 5px; padding: 6px 9px; border: 1px solid var(--app-border-control, #dbe3ec); border-radius: 8px; color: inherit; background: var(--app-surface, #fff); font: inherit; font-size: 12px; line-height: 20px; cursor: pointer; }
+.panel-toggle { height: 28px; padding: 4px 7px; border-color: transparent; background: transparent; color: var(--app-text-secondary, #64748b); gap: 4px; }
+.panel-toggle:hover { background: var(--app-surface-soft, #f1f5f9); }
+.panel-toggle.active { background: var(--app-primary-soft, #eff6ff); color: var(--app-primary-text, #1a73e8); }
+.panel-toggle svg { width: 17px; height: 17px; fill: none; stroke: currentColor; stroke-width: 1.4; }
+.panel-toggle .material-symbols-outlined { font-size: 15px; }
+button.save { background: #1a73e8; border-color: #1a73e8; color: white; padding: 8px 16px; font-weight: 500; }
+button:disabled { opacity: .6; cursor: default; }
+button:focus-visible, textarea:focus-visible { outline: 2px solid var(--app-primary-text, #1a73e8); outline-offset: 2px; }
+.material-symbols-outlined { font-size: 18px; }
+.extension-layout { display: grid; grid-template-columns: minmax(0, 1fr); min-height: 0; }
+.has-left { grid-template-columns: minmax(0, min(var(--left-width), 55%)) minmax(0, 1fr); }
+.has-right { grid-template-columns: minmax(0, 1fr) minmax(0, min(var(--right-width), 55%)); }
+.has-left.has-right { grid-template-columns: minmax(0, min(var(--left-width), 32%)) minmax(0, 1fr) minmax(0, min(var(--right-width), 32%)); }
+.player-content { min-width: 0; overflow: hidden; }
+.panel-column { min-width: 0; max-height: min(70dvh, 680px); overflow: auto; padding: 20px; user-select: text; background: var(--app-surface, #fff); scrollbar-width: thin; scrollbar-color: var(--app-border-control, #cbd5e1) transparent; }
+.left-column { border-right: 1px solid var(--app-border, #e2e8f0); }
+.right-column { border-left: 1px solid var(--app-border, #e2e8f0); }
+section + section { border-top: 1px solid var(--app-border, #e2e8f0); padding-top: 12px; margin-top: 12px; }
+header { display: flex; justify-content: space-between; align-items: flex-start; gap: 8px; margin-bottom: 14px; overflow-wrap: anywhere; }
+h3 { margin: 0; font-size: 14px; color: var(--app-text-strong, #0f172a); }
+.panel-kind { flex-shrink: 0; font-size: 11px; color: var(--app-text-muted, #64748b); }
+.case-section { margin: 18px 0; }
+.case-section h4 { margin: 0 0 8px; font-size: 13px; color: var(--app-text-strong, #0f172a); }
+.review-navigation { margin: 12px 0 0; padding: 12px 0 0; background: var(--app-surface, #fff); border-top: 1px solid var(--app-border, #e2e8f0); }
+.navigation-buttons { display: flex; align-items: center; justify-content: space-between; gap: 4px; margin-bottom: 4px; }
+.navigation-buttons button { white-space: nowrap; }
+.review-position { font-size: 11px; color: var(--app-text-muted, #64748b); white-space: nowrap; }
+.muted { display: block; font-size: 12px; color: var(--app-text-secondary, #64748b); line-height: 1.6; }
+fieldset { border: 0; margin: 0; padding: 0; min-width: 0; }
+.field { display: grid; gap: 8px; margin: 0 0 14px; }
+.choice-field:not(:first-child) { border-top: 1px solid var(--app-border, #e2e8f0); padding-top: 14px; margin-top: 14px; }
+.field-label { font-size: 13px; font-weight: 600; }
+.note-field .field-label { font-size: 11px; font-weight: 400; color: var(--app-text-muted, #64748b); }
+.choice-group { display: flex; flex-wrap: wrap; gap: 4px; padding: 4px; margin-top: 4px; border: 1px solid var(--app-border, #e2e8f0); border-radius: 10px; background: var(--app-surface-soft, #f8fafc); }
+.choice-button { flex: 1; min-height: 34px; border-color: transparent; background: transparent; color: var(--app-text-secondary, #64748b); font-size: 13px; transition: background .15s, color .15s; }
+.choice-icon { display: block; flex: 0 0 16px; width: 16px; height: 16px; fill: none; stroke: currentColor; stroke-width: 1.7; stroke-linecap: round; stroke-linejoin: round; }
+.choice-label { display: block; line-height: 20px; }
+.choice-button:hover { background: var(--app-surface-raised, #e2e8f0); }
+.choice-button.selected { border-color: var(--app-primary-border, #93c5fd); background: var(--app-primary-soft, #eff6ff); color: var(--app-primary-text, #1a73e8); font-weight: 600; }
+.choice-button.pass.selected { border-color: var(--app-success-border, #a7f3d0); background: var(--app-success-soft, #ecfdf5); color: var(--app-success-text, #047857); }
+.choice-button.failed.selected { border-color: var(--app-error-border, #fecdd3); background: var(--app-error-soft, #fff1f2); color: var(--app-error-text, #be123c); }
+textarea { box-sizing: border-box; width: 100%; min-width: 0; padding: 6px 10px; font: inherit; font-size: 12px; line-height: 1.6; color: inherit; border: 1px solid var(--app-border, #e2e8f0); border-radius: 8px; background: var(--app-surface-soft, #f8fafc); resize: vertical; min-height: 34px; max-height: 200px; }
+textarea::placeholder { color: var(--app-text-muted, #94a3b8); }
+.form-actions { display: grid; grid-template-columns: auto auto; justify-content: start; align-items: center; gap: 8px; margin-top: 22px; padding-top: 18px; border-top: 1px solid var(--app-border, #e2e8f0); }
+.form-actions button { height: 36px; padding: 0 16px; white-space: nowrap; }
+.unsaved { grid-column: 1 / -1; }
+.reload { border-color: transparent; background: transparent; color: var(--app-text-muted, #64748b); }
+.notice, .extension-notice { font-size: 12px; padding: 8px; overflow-wrap: anywhere; line-height: 1.6; }
+.history { margin-top: 18px; font-size: 12px; color: var(--app-text-secondary, #64748b); }
+summary { cursor: pointer; }
+.history-entry { border-top: 1px solid var(--app-border, #e2e8f0); padding: 10px 0; overflow-wrap: anywhere; white-space: pre-wrap; }
+@container (max-width: 640px) {
+  .panel-toggle-label { display: none; }
+  .panel-toggles { padding-right: 4px; margin-right: 0; gap: 2px; }
+  .panel-toggle { padding: 4px; }
+  .panel-column { padding: 16px; }
+}

apps/showcase_ui/src/app/components/task-extension-panels/task-extension-panels.component.spec.ts

@@ -0,0 +1,221 @@
+import { TestBed, ComponentFixture, fakeAsync, flushMicrotasks, tick } from '@angular/core/testing';
+import { provideHttpClient } from '@angular/common/http';
+import { HttpTestingController, provideHttpClientTesting } from '@angular/common/http/testing';
+import { TaskExtensionPanelsComponent } from './task-extension-panels.component';
+import { TaskExtensions } from '../../services/task-extensions.service';
+
+function snapshot(sessionId = 'task-one'): TaskExtensions {
+  return {
+    session_id: sessionId, initial_prompt: '# 原始需求\n\n| 项目 | 要求 |\n| --- | --- |\n| 页面 | 可见 |', editable: true,
+    plugins: [{
+      plugin_id: 'review', name: '人工评审', version: '1.0.0', revision: 0, values: { accuracy: '', note: '', correctness: '' }, history: [],
+      workspace: {
+        panels: [
+          { id: 'prompt', title: '任务需求', side: 'left', kind: 'initial_prompt', width: { minimum: 240, preferred: 360, maximum: 480 } },
+          { id: 'review', title: '人工评审', side: 'right', kind: 'form', width: { minimum: 260, preferred: 380, maximum: 520 } }
+        ],
+        fields: [
+          { id: 'accuracy', label: 'AI执行准确性', description: '人工核对步骤', kind: 'choice', options: ['Pass', 'Failed'], max_length: 100, report: true },
+          { id: 'note', label: '执行备注', description: '', kind: 'text', options: [], max_length: 2000, report: true },
+          { id: 'correctness', label: '测试结果正确性', description: '', kind: 'choice', options: ['Pass', 'Failed'], max_length: 100, report: true }
+        ]
+      }
+    }]
+  };
+}
+
+describe('步骤回放工作区扩展', () => {
+  let fixture: ComponentFixture<TaskExtensionPanelsComponent>;
+  let component: TaskExtensionPanelsComponent;
+  let http: HttpTestingController;
+
+  beforeEach(() => {
+    TestBed.configureTestingModule({ providers: [provideHttpClient(), provideHttpClientTesting()] });
+    fixture = TestBed.createComponent(TaskExtensionPanelsComponent);
+    component = fixture.componentInstance;
+    http = TestBed.inject(HttpTestingController);
+  });
+  afterEach(() => { http.verify(); fixture.destroy(); });
+
+  function open(data = snapshot()) {
+    fixture.componentRef.setInput('sessionId', data.session_id);
+    fixture.componentRef.setInput('enabled', true);
+    fixture.detectChanges();
+    http.expectOne(`/api/task-extensions/${data.session_id}`).flush(data);
+    fixture.detectChanges();
+  }
+  function toggle(side: 'left' | 'right') {
+    const plugin = component.data()!.plugins[0];
+    component.toggle(plugin, plugin.workspace.panels.find(panel => panel.side === side)!);
+    fixture.detectChanges();
+  }
+
+  it('does not request disabled extensions and shows no controls without a plugin', () => {
+    fixture.componentRef.setInput('sessionId', 'task-one');
+    fixture.detectChanges();
+    http.expectNone('/api/task-extensions/task-one');
+    open({ ...snapshot(), plugins: [] });
+    expect(fixture.nativeElement.querySelector('nav')).toBeNull();
+  });
+
+  it('starts collapsed, renders the full initial Markdown prompt and honors declared widths', () => {
+    open();
+    expect(fixture.nativeElement.querySelector('aside')).toBeNull();
+    toggle('left');
+    expect(fixture.nativeElement.querySelector('h1').textContent).toBe('原始需求');
+    expect(fixture.nativeElement.querySelector('table td').textContent).toBe('页面');
+    expect(component.width('left')).toBe(360);
+    expect(fixture.nativeElement.querySelector('.report-prose.compact')).toBeNull();
+  });
+
+  it('keeps either single panel beside playback below the former stacking breakpoint', () => {
+    open();
+    for (const width of [740, 600]) {
+      fixture.nativeElement.style.width = `${width}px`;
+      for (const side of ['left', 'right'] as const) {
+        toggle(side);
+        const panel = fixture.nativeElement.querySelector('aside').getBoundingClientRect();
+        const player = fixture.nativeElement.querySelector('.player-content').getBoundingClientRect();
+        const layout = fixture.nativeElement.querySelector('.extension-layout').getBoundingClientRect();
+        expect(panel.top).toBe(player.top);
+        expect(panel.width).toBeGreaterThan(0);
+        expect(player.width).toBeGreaterThan(0);
+        expect(side === 'left' ? panel.right : player.right).toBeCloseTo(side === 'left' ? player.left : panel.left, 0);
+        expect(Math.max(panel.right, player.right)).toBeLessThanOrEqual(layout.right + 1);
+        toggle(side);
+      }
+    }
+  });
+
+  it('automatically saves choices and clears while keeping unfilled outcomes blank', fakeAsync(() => {
+    open(); toggle('right');
+    const pass: HTMLButtonElement = fixture.nativeElement.querySelector('.choice-button.pass');
+    pass.click(); fixture.detectChanges();
+    expect(saved().values).toEqual({ accuracy: 'Pass', note: '', correctness: '' });
+    pass.click(); fixture.detectChanges(); expect(saved(2).values.accuracy).toBe('');
+    expect(fixture.nativeElement.textContent).toContain('人工评审已自动保存');
+  }));
+
+  function saved(revision = 1, id = 'task-one') {
+    const request = http.expectOne(`/api/task-extensions/${id}/review`);
+    expect(request.request.method).toBe('PUT');
+    const body = request.request.body, data = snapshot(id);
+    data.plugins[0].revision = revision; data.plugins[0].values = body.values;
+    request.flush(data); flushMicrotasks(); fixture.detectChanges(); return body;
+  }
+
+  it('debounces notes and never posts just from opening a task', fakeAsync(() => {
+    open(); toggle('right'); tick(700); http.expectNone('/api/task-extensions/task-one/review');
+    component.edit('review', 'note', '第一段'); tick(400);
+    component.edit('review', 'note', '完整备注'); tick(599);
+    http.expectNone('/api/task-extensions/task-one/review'); tick(1);
+    expect(saved().values.note).toBe('完整备注');
+  }));
+
+  it('does not overwrite an automatic save with an older read response', fakeAsync(() => {
+    open(); component.edit('review', 'note', '已保存的新内容'); tick(600); saved(2);
+    component.refresh(); fixture.detectChanges();
+    http.expectOne('/api/task-extensions/task-one').flush(snapshot()); fixture.detectChanges();
+    expect(component.drafts['review'].values['note']).toBe('已保存的新内容');
+    expect(component.drafts['review'].revision).toBe(2);
+  }));
+
+  it('flushes a pending note when the review panel is closed', fakeAsync(() => {
+    open(); component.edit('review', 'note', '关闭前保存'); fixture.destroy();
+    const request = http.expectOne('/api/task-extensions/task-one/review');
+    expect(request.request.body.values.note).toBe('关闭前保存');
+    const response = snapshot(); response.plugins[0].revision = 1; response.plugins[0].values = request.request.body.values;
+    request.flush(response); flushMicrotasks();
+  }));
+
+  it('preserves draft and request receipt on failure, and retries only when requested', fakeAsync(() => {
+    open(); toggle('right'); const plugin = component.data()!.plugins[0];
+    component.edit('review', 'accuracy', 'Failed'); void component.save(plugin);
+    const first = http.expectOne('/api/task-extensions/task-one/review'), requestId = first.request.body.request_id;
+    first.flush({}, { status: 503, statusText: 'Unavailable' }); flushMicrotasks(); tick(700);
+    http.expectNone('/api/task-extensions/task-one/review'); void component.save(plugin);
+    const retry = http.expectOne('/api/task-extensions/task-one/review'); expect(retry.request.body.request_id).toBe(requestId);
+    retry.flush({}, { status: 409, statusText: 'Conflict' }); flushMicrotasks();
+    expect(component.drafts['review'].values['accuracy']).toBe('Failed');
+    component.edit('review', 'accuracy', ''); void component.save(plugin);
+    const clear = saved(); expect(clear.values.accuracy).toBe(''); expect(clear.request_id).not.toBe(requestId);
+  }));
+
+  it('serializes rapid edits and saves the latest choice using the returned revision', fakeAsync(() => {
+    const data = snapshot(); data.plugins[0].workspace.fields[0].options = ['通过', '失败']; open(data); toggle('right');
+    const pass: HTMLButtonElement = fixture.nativeElement.querySelector('.choice-button.pass');
+    const failed: HTMLButtonElement = fixture.nativeElement.querySelector('.choice-button.failed');
+    pass.click(); failed.click(); fixture.detectChanges();
+    expect(component.drafts['review'].values['accuracy']).toBe('失败'); expect(saved().values.accuracy).toBe('通过');
+    const second = saved(2); expect(second.values.accuracy).toBe('失败'); expect(second.expected_revision).toBe(1);
+    expect(component.drafts['review'].dirty).toBeFalse();
+  }));
+
+  it('does not apply a delayed save response to the task now displayed', fakeAsync(() => {
+    open(); toggle('right'); component.edit('review', 'note', '只属于第一个任务'); void component.save(component.data()!.plugins[0]);
+    const oldSave = http.expectOne('/api/task-extensions/task-one/review');
+    fixture.componentRef.setInput('sessionId', 'task-two'); fixture.detectChanges();
+    http.expectOne('/api/task-extensions/task-two').flush(snapshot('task-two')); fixture.detectChanges();
+    oldSave.flush(snapshot('task-one')); flushMicrotasks(); fixture.detectChanges();
+    expect(component.data()!.session_id).toBe('task-two'); expect(component.drafts['review'].values['note']).toBe('');
+  }));
+
+  it('flushes a pending note on direct task switches and hides disabled plugins', fakeAsync(() => {
+    open(); toggle('right'); component.edit('review', 'note', '自动保存草稿');
+    fixture.componentRef.setInput('sessionId', 'task-two'); fixture.detectChanges();
+    http.expectOne('/api/task-extensions/task-two').flush(snapshot('task-two'));
+    const body = saved(1, 'task-one'); expect(body.values.note).toBe('自动保存草稿');
+    fixture.componentRef.setInput('sessionId', 'task-one'); fixture.detectChanges();
+    const first = snapshot(); first.plugins[0].revision = 1; first.plugins[0].values = body.values;
+    http.expectOne('/api/task-extensions/task-one').flush(first); fixture.detectChanges();
+    expect(component.drafts['review'].values['note']).toBe('自动保存草稿');
+    window.dispatchEvent(new Event('artemis-plugin-change')); fixture.detectChanges();
+    http.expectOne('/api/task-extensions/task-one').flush({ ...first, plugins: [] }); fixture.detectChanges();
+    expect(fixture.nativeElement.querySelector('aside')).toBeNull();
+  }));
+
+  it('keeps running tasks read-only then enables editing when the task finishes', () => {
+    open({ ...snapshot(), editable: false }); toggle('right');
+    expect(fixture.nativeElement.querySelector('fieldset').disabled).toBeTrue();
+    component.save(component.data()!.plugins[0]); http.expectNone('/api/task-extensions/task-one/review');
+    fixture.componentRef.setInput('taskStatus', 'completed'); fixture.detectChanges();
+    http.expectOne('/api/task-extensions/task-one').flush(snapshot()); fixture.detectChanges();
+    expect(fixture.nativeElement.querySelector('fieldset').disabled).toBeFalse();
+  });
+
+  it('collapses the opposite panel on narrow screens', () => {
+    const original = Object.getOwnPropertyDescriptor(window, 'innerWidth')!;
+    Object.defineProperty(window, 'innerWidth', { configurable: true, value: 600 });
+    try {
+      open(); toggle('left'); toggle('right');
+      expect(component.panels('left').length).toBe(0);
+      expect(component.panels('right').length).toBe(1);
+    } finally { Object.defineProperty(window, 'innerWidth', original); }
+  });
+
+  it('shows original case sections in order without substituting the AI prompt', () => {
+    const data = snapshot();
+    data.plugins[0].workspace.panels[0].kind = 'original_case';
+    data.case_title = 'CASE-001 检查设置';
+    data.original_case = { preconditions: '已登录', steps: '1. 打开设置\n2. 核对版本', expected: '版本可见' };
+    open(data); toggle('left');
+    const text = fixture.nativeElement.textContent;
+    expect(text).toContain('CASE-001 检查设置');
+    expect(text).toMatch(/预置条件[\s\S]*已登录[\s\S]*操作步骤[\s\S]*核对版本[\s\S]*预期结果[\s\S]*版本可见/);
+    expect(text).not.toContain('原始需求');
+  });
+
+  it('saves before navigation and keeps the current task on save failure', fakeAsync(() => {
+    const first = snapshot(); first.navigation = { scope: 'batch', position: 1, total: 2, previous: null, next: 'task-two' };
+    open(first); toggle('right'); const emitted = jasmine.createSpy('navigate'); component.navigate.subscribe(emitted);
+    const saveButton = fixture.nativeElement.querySelector('button.save'), navigation = fixture.nativeElement.querySelector('.review-navigation');
+    expect(saveButton.compareDocumentPosition(navigation) & Node.DOCUMENT_POSITION_FOLLOWING).toBeTruthy();
+    component.edit('review', 'note', '切换前保存'); void component.move('next'); expect(emitted).not.toHaveBeenCalled();
+    http.expectOne('/api/task-extensions/task-one/review').flush({}, {status: 409, statusText: 'Conflict'});
+    flushMicrotasks(); expect(emitted).not.toHaveBeenCalled(); expect(component.drafts['review'].dirty).toBeTrue();
+    void component.move('next'); saved(); flushMicrotasks(); expect(emitted).toHaveBeenCalledOnceWith('task-two');
+    fixture.componentRef.setInput('sessionId', 'task-two'); fixture.detectChanges();
+    http.expectOne('/api/task-extensions/task-two').flush(snapshot('task-two')); fixture.detectChanges();
+    expect(component.panels('right').length).toBe(1);
+  }));
+});

apps/showcase_ui/src/app/components/task-extension-panels/task-extension-panels.component.ts

@@ -0,0 +1,201 @@
+import { Component, ChangeDetectionStrategy, HostListener, TemplateRef, DestroyRef, computed, effect, inject, input, output, signal, viewChild } from '@angular/core';
+import { DatePipe, NgTemplateOutlet } from '@angular/common';
+import { FormsModule } from '@angular/forms';
+import { firstValueFrom } from 'rxjs';
+import { ReportMarkdownComponent } from '../report-markdown/report-markdown.component';
+import { ExtensionDraft, ExtensionPanel, TaskExtension, TaskExtensions, TaskExtensionsService } from '../../services/task-extensions.service';
+
+@Component({
+  selector: 'app-task-extension-panels', standalone: true,
+  imports: [FormsModule, NgTemplateOutlet, DatePipe, ReportMarkdownComponent],
+  templateUrl: './task-extension-panels.component.html',
+  styleUrl: './task-extension-panels.component.scss',
+  changeDetection: ChangeDetectionStrategy.OnPush
+})
+export class TaskExtensionPanelsComponent {
+  private service = inject(TaskExtensionsService);
+  sessionId = input<string | null>(null);
+  enabled = input(false);
+  taskStatus = input('');
+  sessionIds = input<string[]>([]);
+  navigate = output<string>();
+  navigation = computed(() => {
+    if (this.data()?.navigation) return this.data()!.navigation!;
+    const ids = this.sessionIds(), index = ids.indexOf(this.sessionId() || '');
+    return { scope: 'history', position: index + 1, total: ids.length,
+      previous: index > 0 ? ids[index - 1] : null,
+      next: index >= 0 && index < ids.length - 1 ? ids[index + 1] : null };
+  });
+  expandedWidth = output<number>();
+  headerControls = viewChild<TemplateRef<unknown>>('headerControls');
+  data = signal<TaskExtensions | null>(null);
+  error = signal('');
+  private destroyRef = inject(DestroyRef);
+  private savingKeys = signal<string[]>([]);
+  saving = computed(() => this.savingKeys().find(key => key.startsWith(`${this.sessionId()}/`))?.split('/')[1] || null);
+  moving = signal(false);
+  private scheduled = new Map<string, { timer: ReturnType<typeof setTimeout>; run: () => Promise<boolean> }>();
+  private inFlight = new Map<string, Promise<boolean>>();
+  notice = signal('');
+  opened = signal<Record<string, boolean>>({});
+  private refreshToken = signal(0);
+  private identity = '';
+  private generation = 0;
+  drafts: Record<string, ExtensionDraft> = {};
+
+  constructor() {
+    this.destroyRef.onDestroy(() => this.flushScheduled());
+    effect(onCleanup => {
+      const id = this.sessionId();
+      const enabled = this.enabled();
+      this.refreshToken();
+      this.taskStatus();
+      this.generation++;
+      const identity = enabled ? id || '' : '';
+      if (identity !== this.identity) {
+        this.flushScheduled();
+        this.identity = identity;
+        this.data.set(null);
+        if (!identity) this.opened.set({});
+        this.expandedWidth.emit(0);
+      }
+      this.error.set('');
+      this.notice.set('');
+      if (!id || !enabled) return;
+      const subscription = this.service.read(id).subscribe({
+        next: data => {
+          this.drafts = Object.fromEntries(data.plugins.map(plugin => [plugin.plugin_id, this.service.draft(id, plugin)]));
+          this.data.set(data);
+          this.expandedWidth.emit(this.width('left') + this.width('right'));
+        },
+        error: () => this.error.set('暂时无法加载任务扩展，请重试')
+      });
+      onCleanup(() => subscription.unsubscribe());
+    });
+  }
+
+  @HostListener('window:artemis-plugin-change')
+  refresh(): void { this.refreshToken.update(value => value + 1); }
+
+  async move(direction: 'previous' | 'next'): Promise<void> {
+    const destination = this.navigation()[direction], id = this.sessionId();
+    if (!destination || !id || !this.data() || this.moving()) return;
+    this.moving.set(true);
+    try {
+      for (const plugin of this.data()!.plugins) {
+        if (this.drafts[plugin.plugin_id]?.dirty && !await this.save(plugin)) return;
+      }
+      if (id === this.sessionId() && !this.destroyRef.destroyed) this.navigate.emit(destination);
+    } finally { this.moving.set(false); }
+  }
+
+  private cancelScheduled(key: string): void {
+    const pending = this.scheduled.get(key);
+    if (pending) clearTimeout(pending.timer);
+    this.scheduled.delete(key);
+  }
+  private flushScheduled(): void {
+    for (const pending of [...this.scheduled.values()]) void pending.run();
+  }
+
+  key(plugin: TaskExtension, panel: ExtensionPanel): string { return `${plugin.plugin_id}/${panel.id}`; }
+  panels(side: 'left' | 'right') {
+    return (this.data()?.plugins || []).flatMap(plugin => plugin.workspace.panels
+      .filter(panel => panel.side === side && this.opened()[this.key(plugin, panel)])
+      .map(panel => ({ plugin, panel })));
+  }
+  width(side: 'left' | 'right'): number {
+    return Math.max(0, ...this.panels(side).map(({ panel }) =>
+      Math.max(panel.width.minimum, Math.min(panel.width.preferred, panel.width.maximum))));
+  }
+  toggle(plugin: TaskExtension, panel: ExtensionPanel): void {
+    const key = this.key(plugin, panel);
+    const next = { ...this.opened(), [key]: !this.opened()[key] };
+    if (next[key] && window.innerWidth < 1000) {
+      for (const other of this.data()?.plugins || []) {
+        for (const sibling of other.workspace.panels) {
+          if (sibling.side !== panel.side) next[this.key(other, sibling)] = false;
+        }
+      }
+    }
+    this.opened.set(next);
+    this.expandedWidth.emit(this.width('left') + this.width('right'));
+  }
+  @HostListener('window:resize')
+  resize(): void {
+    if (window.innerWidth < 1000 && this.panels('left').length && this.panels('right').length) {
+      const next = { ...this.opened() };
+      for (const { plugin, panel } of this.panels('left')) next[this.key(plugin, panel)] = false;
+      this.opened.set(next);
+      this.expandedWidth.emit(this.width('left') + this.width('right'));
+    }
+  }
+  edit(pluginId: string, field: string, value: string): void {
+    const id = this.sessionId(), draft = this.drafts[pluginId];
+    if (!id || !draft || !this.data()?.editable || draft.values[field] === value) return;
+    draft.values[field] = value;
+    draft.dirty = true;
+    draft.requestId = undefined;
+    this.notice.set('');
+    const key = `${id}/${pluginId}`;
+    this.cancelScheduled(key);
+    const run = () => this.saveFor(id, pluginId, draft);
+    this.scheduled.set(key, { run, timer: setTimeout(() => void run(), 600) });
+  }
+  choose(pluginId: string, field: string, value: string): void {
+    this.edit(pluginId, field, this.drafts[pluginId].values[field] === value ? '' : value);
+    const plugin = this.data()?.plugins.find(item => item.plugin_id === pluginId);
+    if (plugin) void this.save(plugin);
+  }
+  reload(plugin: TaskExtension): void {
+    const id = this.sessionId();
+    if (!id) return;
+    this.cancelScheduled(`${id}/${plugin.plugin_id}`);
+    this.service.discard(id, plugin.plugin_id);
+    this.refresh();
+  }
+  save(plugin: TaskExtension): Promise<boolean> {
+    const id = this.sessionId();
+    if (!id || !this.data()?.editable) return Promise.resolve(false);
+    return this.saveFor(id, plugin.plugin_id, this.drafts[plugin.plugin_id]);
+  }
+
+  private async saveFor(id: string, pluginId: string, draft: ExtensionDraft): Promise<boolean> {
+    const key = `${id}/${pluginId}`;
+    this.cancelScheduled(key);
+    const pending = this.inFlight.get(key);
+    if (pending) {
+      if (!await pending) return false;
+      return draft.dirty ? this.saveFor(id, pluginId, draft) : true;
+    }
+    if (!draft.dirty) return true;
+    const submitted = { ...draft.values }, generation = this.generation;
+    const visible = () => !this.destroyRef.destroyed && id === this.sessionId() && generation === this.generation;
+    this.savingKeys.update(keys => [...keys, key]);
+    const request = firstValueFrom(this.service.save(id, pluginId, draft)).then(data => {
+      const saved = data.plugins.find(plugin => plugin.plugin_id === pluginId);
+      if (!saved) throw new Error('未收到保存回执');
+      draft.revision = saved.revision;
+      draft.dirty = JSON.stringify(draft.values) !== JSON.stringify(submitted);
+      draft.requestId = undefined;
+      if (!draft.dirty) draft.values = { ...saved.values };
+      if (visible()) {
+        this.data.set(data);
+        this.notice.set(draft.dirty ? '正在保存后续修改…' : '人工评审已自动保存');
+      }
+      return true;
+    }).catch(error => {
+      this.cancelScheduled(key);
+      if (visible()) this.notice.set(typeof error.error?.detail === 'string'
+        ? `保存失败：${error.error.detail}；输入已保留`
+        : '保存失败，输入已保留，请点击保存评审重试');
+      return false;
+    }).finally(() => {
+      this.inFlight.delete(key);
+      this.savingKeys.update(keys => keys.filter(item => item !== key));
+    });
+    this.inFlight.set(key, request);
+    const succeeded = await request;
+    return succeeded && draft.dirty ? this.saveFor(id, pluginId, draft) : succeeded;
+  }
+}

apps/showcase_ui/src/app/components/task-history/task-history.component.spec.ts

@@ -18,6 +18,28 @@ describe('历史任务检索', () => {
   });
   afterEach(() => http.verify());
 
+  it('历史错误独立折叠，展开不选择任务且后台刷新保留展开状态', () => {
+    const fixture = TestBed.createComponent(TaskHistoryComponent);
+    const row = {session_id:'blocked', name:'前置条件缺失', status:'failed', start_time:100,
+      error:'[web-blocked] FlashRunner failed: **目标未绑定**\n\n- 未执行删除'};
+    http.expectOne(r => r.url === '/api/automation/history').flush({total:1,items:[row]});
+    fixture.detectChanges();
+    const host = fixture.nativeElement as HTMLElement;
+    const details = host.querySelector<HTMLDetailsElement>('app-task-outcome details')!;
+    expect(details.closest('button')).toBeNull();
+    expect(details.open).toBeFalse();
+    details.querySelector('summary')!.click();
+    expect(details.open).toBeTrue();
+    expect(TestBed.inject(AgentService).selectSession).not.toHaveBeenCalled();
+    fixture.componentInstance.load(true);
+    http.expectOne(r => r.url === '/api/automation/history').flush({total:1,items:[{...row}]});
+    fixture.detectChanges();
+    expect(host.querySelector('app-task-outcome details')).toBe(details);
+    expect(details.open).toBeTrue();
+    expect(details.querySelector('strong')!.textContent).toBe('目标未绑定');
+    fixture.destroy();
+  });
+
   it('已终止探索可删除，确认范围后刷新，取消不发请求', () => {
     const fixture = TestBed.createComponent(TaskHistoryComponent);
     const row = {session_id:'stopped', status:'cancelled', exploration_kind:'exploration', exploration_status:'paused', start_time:100};
@@ -268,7 +290,7 @@ describe('历史任务检索', () => {
     expect(row.getAttribute('title')).toBe('请打开设置首页并核对两个真实分类');
     expect(row.textContent).toContain('1.1 打开并核对设置');
     expect(row.textContent).toContain('总耗时 1分5秒');
-    expect(row.textContent).toContain('任务执行超时');
+    expect(fixture.nativeElement.querySelector('app-task-outcome summary').textContent).toContain('任务执行超时');
     expect(fixture.nativeElement.querySelector('.status-failed .history-status').textContent).toContain('失败');
     fixture.destroy();
   });

apps/showcase_ui/src/app/components/task-history/task-history.component.ts

@@ -1,3 +1,4 @@
+import { TaskOutcomeComponent } from '../task-outcome/task-outcome.component';
 import { TaskIdCopyComponent } from '../task-id-copy/task-id-copy.component';
 import { FavoriteButtonComponent } from '../favorite-button/favorite-button.component';
 import { TaskModeBadgeComponent } from '../task-mode-badge/task-mode-badge.component';
@@ -9,13 +10,13 @@ import { HttpClient, HttpParams } from '@angular/common/http';
 import { AgentService } from '../../services/agent.service';
 
 @Component({
-  selector:'app-task-history', standalone:true, imports:[CommonModule,FormsModule,TaskIdCopyComponent,TestResultBadgeComponent,TaskModeBadgeComponent,FavoriteButtonComponent],
+  selector:'app-task-history', standalone:true, imports:[TaskOutcomeComponent,CommonModule,FormsModule,TaskIdCopyComponent,TestResultBadgeComponent,TaskModeBadgeComponent,FavoriteButtonComponent],
   template:`<section aria-label="历史任务"><h3>历史任务 <small>{{total()}} 条</small><small class="query-status" role="status">{{loading() ? '正在查询…' : ''}}</small></h3>
     <input aria-label="搜索历史任务" placeholder="搜索名称、目标、任务编号或标签" [(ngModel)]="query" (ngModelChange)="search()">
     <div class="filters"><label>起始日期<input type="date" [(ngModel)]="start" (ngModelChange)="search()"></label><label>结束日期<input type="date" [(ngModel)]="end" (ngModelChange)="search()"></label><label>状态<select [(ngModel)]="status" (ngModelChange)="search()"><option value="">全部状态</option><option value="completed">执行完成</option><option value="failed">失败</option><option value="cancelled">已取消</option><option value="interrupted">中断</option><option value="skipped">跳过</option></select></label></div>
     @if(error()){<p role="alert">{{error()}}</p>}
     @for(group of groups(); track group.key){<details [open]="!collapsed.has(group.key)" (toggle)="toggle(group.key,$event)"><summary>{{group.title}} <small>本页 {{group.rows.length}} 条</small></summary>
-      @for(row of group.rows; track row.session_id){<div class="history-item" [class]="'history-item status-'+row.status"><div class="history-heading"><app-favorite-button [sourceId]="row.session_id" /><button class="row" [class.selected]="agent.currentSessionId() === row.session_id" (click)="agent.selectSession(row.session_id,true)" [title]="row.initial_goal || ''"><strong>{{row.name || row.initial_goal}}</strong><span class="history-meta"><app-task-mode-badge [session]="row" />@if(row.exploration_kind === "validation"){<span>用例复跑 · v{{row.case_version}}</span>}<b class="history-status">{{label(row.status)}}</b><app-test-result-badge [result]="row.test_result" [executionStatus]="row.status" [compact]="true" /> <span>{{row.end_time ? '完成于 '+(row.end_time*1000 | date:'MM-dd HH:mm:ss') : '开始于 '+(row.start_time*1000 | date:'MM-dd HH:mm:ss')}}</span><span>总耗时 {{duration(row.start_time,row.end_time)}}</span></span>@if(row.error){<span class="history-error" [title]="row.error">{{row.error}}</span>}</button></div><app-task-id-copy [taskId]="row.session_id" />@if(agent.canDeleteSession(row)){<button class="delete-history" (click)="remove(row.session_id, row.exploration_kind)" aria-label="删除此历史任务"><span class="material-symbols-outlined">delete</span></button>}</div>}
+      @for(row of group.rows; track row.session_id){<div class="history-item" [class]="'history-item status-'+row.status"><div class="history-heading"><app-favorite-button [sourceId]="row.session_id" /><button class="row" [class.selected]="agent.currentSessionId() === row.session_id" (click)="agent.selectSession(row.session_id,true)" [title]="row.initial_goal || ''"><strong>{{row.name || row.initial_goal}}</strong><span class="history-meta"><app-task-mode-badge [session]="row" />@if(row.exploration_kind === "validation"){<span>用例复跑 · v{{row.case_version}}</span>}<b class="history-status">{{label(row.status)}}</b><app-test-result-badge [result]="row.test_result" [executionStatus]="row.status" [compact]="true" /> <span>{{row.end_time ? '完成于 '+(row.end_time*1000 | date:'MM-dd HH:mm:ss') : '开始于 '+(row.start_time*1000 | date:'MM-dd HH:mm:ss')}}</span><span>总耗时 {{duration(row.start_time,row.end_time)}}</span></span></button></div><app-task-outcome [error]="row.error" [result]="row.test_result" [status]="row.status" /><app-task-id-copy [taskId]="row.session_id" />@if(agent.canDeleteSession(row)){<button class="delete-history" (click)="remove(row.session_id, row.exploration_kind)" aria-label="删除此历史任务"><span class="material-symbols-outlined">delete</span></button>}</div>}
     </details>}
     @if(!loading() && !total()){<p>没有符合条件的历史任务。</p>}
     <div class="pager"><button [disabled]="page === 1 || loading()" (click)="page=page-1;load()">上一页</button><span>{{page}} / {{pages()}}</span><button [disabled]="page >= pages() || loading()" (click)="page=page+1;load()">下一页</button></div>
@@ -51,7 +52,6 @@ import { AgentService } from '../../services/agent.service';
     .status-completed .history-status,.status-success .history-status{background:var(--app-success-soft, #dcfce7);color:var(--app-success-text, #166534)}
     .status-failed .history-status{background:var(--app-error-soft, #fee2e2);color:var(--app-error-text, #991b1b)}
     .status-cancelled .history-status,.status-interrupted .history-status{background:var(--app-warning-soft, #fef3c7);color:var(--app-warning-text, #92400e)}
-    .history-error{font-size:11px;color:var(--app-error-text, #b91c1c);line-height:1.4}
     .delete-history{position:absolute;right:5px;top:8px;border:0;padding:3px;color:var(--app-text-muted, #64748b);cursor:pointer;font-size:12px}
     .delete-history .material-symbols-outlined{font-size:16px}
     .delete-history:hover{color:var(--app-error-text, #b91c1c)}

apps/showcase_ui/src/app/components/task-outcome/task-outcome.component.spec.ts

@@ -0,0 +1,71 @@
+import { TestBed } from '@angular/core/testing';
+import { TaskOutcomeComponent } from './task-outcome.component';
+
+describe('任务结束说明', () => {
+  function create(status = 'failed', error = '[web-example] FlashRunner failed: **前置受阻**\n\n- 未找到目标设备\n- 未执行删除') {
+    const fixture = TestBed.createComponent(TaskOutcomeComponent);
+    fixture.componentRef.setInput('status', status);
+    fixture.componentRef.setInput('error', error);
+    fixture.detectChanges();
+    return fixture;
+  }
+
+  it('默认只显示一行摘要，展开后渲染完整 Markdown，不选择外层任务', () => {
+    const fixture = create();
+    const host = fixture.nativeElement as HTMLElement;
+    host.style.width = '280px';
+    const details = host.querySelector('details')!;
+    expect(details.open).toBeFalse();
+    expect(host.querySelector('.summary-text')!.textContent).toBe('前置受阻');
+    expect(host.textContent).not.toContain('FlashRunner failed');
+    expect(host.querySelector('button details')).toBeNull();
+    const select = jasmine.createSpy('外层任务选择');
+    host.addEventListener('click', select);
+    host.querySelector('summary')!.click();
+    expect(details.open).toBeTrue();
+    expect(select).not.toHaveBeenCalled();
+    expect(host.querySelector('.body strong')!.textContent).toBe('前置受阻');
+    expect(host.querySelectorAll('.body li').length).toBe(2);
+    fixture.componentRef.setInput('error', '[web-example] FlashRunner failed: **更新说明**\n\n- 已有记录');
+    fixture.detectChanges();
+    expect(host.querySelector('details')).toBe(details);
+    expect(details.open).toBeTrue();
+    host.querySelector('summary')!.click();
+    expect(details.open).toBeFalse();
+  });
+
+  it('优先采用已有结论，同时保留不同的执行错误和依据', () => {
+    const fixture = create();
+    fixture.componentRef.setInput('result', {status:'blocked', reason:'目标设备未绑定', evidence:['截图中仅有 **添加设备**']});
+    fixture.detectChanges();
+    const host = fixture.nativeElement as HTMLElement;
+    expect(host.querySelector('.summary-text')!.textContent).toBe('目标设备未绑定');
+    expect(host.textContent).toContain('未执行删除');
+    expect(host.textContent).toContain('已记录依据');
+    expect(host.textContent).toContain('添加设备');
+  });
+
+  it('完成但结论阻塞也展示说明，运行中和无内容时不展示', () => {
+    const fixture = create('running');
+    expect(fixture.nativeElement.querySelector('details')).toBeNull();
+    fixture.componentRef.setInput('status', 'completed');
+    fixture.componentRef.setInput('error', '');
+    fixture.componentRef.setInput('result', {status:'blocked',reason:'缺少预置数据',evidence:[]});
+    fixture.detectChanges();
+    expect(fixture.nativeElement.querySelector('.summary-text').textContent).toBe('缺少预置数据');
+    fixture.componentRef.setInput('result', null);
+    fixture.detectChanges();
+    expect(fixture.nativeElement.querySelector('details')).toBeNull();
+  });
+
+  it('不重复相同说明，不执行错误正文中的 HTML 或危险链接', () => {
+    const error = '**失败**\n<script>alert(1)</script>\n[打开](javascript:alert(1))';
+    const fixture = create('failed', error);
+    fixture.componentRef.setInput('result', {status:'blocked',reason:error,evidence:[]});
+    fixture.detectChanges();
+    const host = fixture.nativeElement as HTMLElement;
+    expect(host.querySelectorAll('app-report-markdown').length).toBe(1);
+    expect(host.querySelector('script')).toBeNull();
+    expect(host.querySelector('a[href^="javascript:"]')).toBeNull();
+  });
+});

apps/showcase_ui/src/app/components/task-outcome/task-outcome.component.ts

@@ -0,0 +1,62 @@
+import { Component, computed, input } from '@angular/core';
+import { CaseTestResult } from '../../core/models/session.model';
+import { ReportMarkdownComponent } from '../report-markdown/report-markdown.component';
+
+/** Read-only presentation of persisted results; opening it never requests a model. */
+@Component({
+  selector: 'app-task-outcome',
+  standalone: true,
+  imports: [ReportMarkdownComponent],
+  template: `@if (visible()) {
+    <details (click)="$event.stopPropagation()" (keydown)="$event.stopPropagation()">
+      <summary aria-label="任务说明，展开或收起">
+        <span class="chevron" aria-hidden="true">›</span>
+        <span class="summary-text">{{summary()}}</span>
+        <span class="hint">详情</span>
+      </summary>
+      <div class="body">
+        @if (reason()) { <app-report-markdown [content]="reason()" /> }
+        @if (message() && message() !== reason()) {
+          @if (reason()) { <p class="label">执行记录</p> }
+          <app-report-markdown [content]="message()" />
+        }
+        @if (result()?.evidence?.length) {
+          <p class="label">已记录依据</p>
+          <ul>@for (item of result()!.evidence; track $index) {<li><app-report-markdown [content]="item" /></li>}</ul>
+        }
+      </div>
+    </details>
+  }`,
+  styles: [`
+    :host { display: block; min-width: 0; max-width: 100%; }
+    details { margin: 4px 0; font-size: 12px; color: var(--app-text-secondary, #475569); }
+    summary { display: flex; align-items: center; gap: 6px; min-width: 0; min-height: 26px; cursor: pointer; list-style: none; border-radius: 4px; }
+    summary::-webkit-details-marker { display: none; }
+    summary:focus-visible { outline: 2px solid var(--app-primary-text, #1a73e8); outline-offset: 2px; }
+    .summary-text { flex: 1; min-width: 0; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; }
+    .chevron { flex: none; font-size: 18px; line-height: 20px; }
+    details[open] .chevron { transform: rotate(90deg); }
+    .hint { flex: none; font-size: 11px; color: var(--app-text-muted, #64748b); }
+    .body { max-height: 280px; overflow: auto; padding: 8px 10px; margin-top: 4px; border: 1px solid var(--app-border, #e2e8f0); border-radius: 6px; background: var(--app-surface, #fff); cursor: text; }
+    .label { font-size: 11px; color: var(--app-text-muted, #64748b); margin: 10px 0 4px; }
+    ul { margin: 4px 0; padding-left: 20px; }
+  `]
+})
+export class TaskOutcomeComponent {
+  error = input<string | null>();
+  result = input<CaseTestResult | null>();
+  status = input('');
+  // Strip only the known SDK envelope, preserving the actual explanation and diagnostics.
+  private explanation(value: string | null | undefined): string {
+    return (value || '').replace(/^\[[^\]\r\n]+\]\s*FlashRunner failed:\s*/, '').trim();
+  }
+  message = computed(() => this.explanation(this.error()));
+  reason = computed(() => this.explanation(this.result()?.reason));
+  visible = computed(() => ['completed', 'success', 'failed', 'cancelled', 'interrupted', 'skipped'].includes(this.status())
+    && !!(this.message() || (this.result()?.status !== 'passed' && this.reason())));
+  summary = computed(() => {
+    const line = (this.reason() || this.message()).split(/\r?\n/).find(part => part.trim()) || '';
+    return line.replace(/^\s{0,3}(?:#{1,6}\s+|[-*+]\s+|>\s*)/, '')
+      .replace(/!?\[([^\]]+)\]\([^)]*\)/g, '$1').replace(/(\*\*|__|~~|`)/g, '');
+  });
+}

apps/showcase_ui/src/app/components/task-plugins/task-plugins.component.ts

@@ -26,7 +26,7 @@ export class TaskPluginsComponent implements OnChanges {
     return this.automatic ? '自动' : Object.keys(this.selected).length ? `已选 ${Object.keys(this.selected).length} 个` : '本次停用';
   }
   available() {
-    return this.plugins().filter(p => p.enabled && p.profiles.some(profile => profile.authorized) &&
+    return this.plugins().filter(p => p.enabled && (!p.manifest.workspace || !!p.manifest.server || !!p.manifest.skill) && p.profiles.some(profile => profile.authorized) &&
       p.manifest.targets.some(target => target === this.target() || (this.target() === 'android' && target === 'mixed')));
   }
   ngOnChanges() {

apps/showcase_ui/src/app/core/model-presets.ts

@@ -1 +1 @@
-export const MODEL_PRESETS = ['gpt-6-luna', 'gpt-6.1-sol', 'gpt-6-astra', 'mimo-v2.6-pro'];
+export const MODEL_PRESETS = ['gpt-6-luna', 'gpt-6.1-terra', 'gpt-6.1-sol', 'gpt-6-astra', 'mimo-v2.6-pro'];

apps/showcase_ui/src/app/pages/home/home.component.html

@@ -1518,7 +1518,7 @@
               @if(explorationSettingsOpen()) {
                 <div class="exploration-settings-body">
                   <label class="model-label">探索模型<input list="explore-models" [(ngModel)]="config.model" [disabled]="explorationSettingsBusy()" /></label>
-                  <datalist id="explore-models"><option value="gpt-6.1-sol"></option><option value="gpt-6-astra"></option><option value="gpt-6-luna"></option><option value="mimo-v2.6-pro"></option></datalist>
+                  <datalist id="explore-models"><option value="gpt-6.1-terra"></option><option value="gpt-6.1-sol"></option><option value="gpt-6-astra"></option><option value="gpt-6-luna"></option><option value="mimo-v2.6-pro"></option></datalist>
                   <div class="exploration-fields">
                     <app-setting-slider label="思考强度" [(value)]="config.reasoning_effort" [values]="reasoningValues" [labels]="reasoningLabels" hint="越高越适合复杂推理，也可能等待更久。" [disabled]="explorationSettingsBusy()" />
                     <app-setting-slider label="每段执行时限" [(value)]="config.timeout_seconds" [values]="executionTimes" [labels]="executionTimeLabels" hint="到时暂停并保存进度，点击继续即可接着探索。" [disabled]="explorationSettingsBusy()" />

apps/showcase_ui/src/app/pages/home/home.component.spec.ts

@@ -10,7 +10,7 @@ import { TaskRecommendationService } from '../../core/services/task-recommendati
 
 describe('Homepage exploration entry',()=>{
   let api:any,agent:any,router:any,system:any;
-  const config={model:'gpt-6.1-sol',reasoning_effort:'high',timeout_seconds:1800,demonstration_timeout_seconds:900,demonstration_warning_seconds:60};
+  const config={model:'gpt-6.1-terra',reasoning_effort:'high',timeout_seconds:1800,demonstration_timeout_seconds:900,demonstration_warning_seconds:60};
   beforeEach(()=>{
     api={settings:jasmine.createSpy().and.resolveTo(config),create:jasmine.createSpy().and.resolveTo({id:'conversation'}),act:jasmine.createSpy().and.resolveTo({run:{id:'run'}})};
     agent={runTask:jasmine.createSpy(),selectSession:jasmine.createSpy(),fetchSessions:jasmine.createSpy(),fetchStatus:jasmine.createSpy()};router={navigate:jasmine.createSpy().and.resolveTo(true)};

apps/showcase_ui/src/app/pages/plugins/plugins.component.html

@@ -1,5 +1,5 @@
 <main class="plugins-page">
-  <header><div><span class="eyebrow">ARTEMIS · 扩展能力</span><h1>插件</h1><p>为安卓测试扩展电脑等操作能力，AI 按任务需要自主调用。</p></div>
+  <header><div><span class="eyebrow">ARTEMIS · 扩展能力</span><h1>插件</h1><p>扩展任务操作能力，也可为回放界面和报告添加人工评审等功能。</p></div>
     <button (click)="refresh(); refreshCatalog()" [disabled]="busy() || loading() || catalogLoading()">刷新</button></header>
   @if (error()) { <div class="message error" role="alert">{{error()}}</div> }
   @if (notice()) { <div class="message success" role="status">{{notice()}}</div> }

apps/showcase_ui/src/app/services/plugin.service.ts

@@ -1,10 +1,12 @@
 import { Injectable, inject } from '@angular/core';
+import { tap } from 'rxjs';
 import { HttpClient } from '@angular/common/http';
 
 export interface PluginManifest {
   id: string; name: string; version: string; description: string;
   artemis_version: string; platforms: string[]; source: string;
   config: Record<string, { label: string; description: string; secret: boolean; required: boolean; default: string }>;
+  workspace?: unknown; server?: unknown; skill?: string;
   resources: string[];
   targets: ('android' | 'computer' | 'mixed')[];
 }
@@ -28,13 +30,13 @@ export class PluginService {
   install(payload: { plugin_id?: string; version?: string; local_path?: string }) {
     return this.http.post<{ job_id: string }>('/api/plugins/install', payload);
   }
-  progress(id: string) { return this.http.get<InstallProgress>(`/api/plugins/install/${encodeURIComponent(id)}`); }
+  progress(id: string) { return this.http.get<InstallProgress>(`/api/plugins/install/${encodeURIComponent(id)}`).pipe(tap(() => window.dispatchEvent(new Event('artemis-plugin-change')))); }
   save(id: string, profile: PluginProfile) {
     const { configured_secrets, ...payload } = profile;
     return this.http.put<InstalledPlugin>(`/api/plugins/${encodeURIComponent(id)}/profiles`, payload);
   }
-  enable(id: string, enabled: boolean) { return this.http.put<InstalledPlugin>(`/api/plugins/${encodeURIComponent(id)}/enabled`, { enabled }); }
+  enable(id: string, enabled: boolean) { return this.http.put<InstalledPlugin>(`/api/plugins/${encodeURIComponent(id)}/enabled`, { enabled }).pipe(tap(() => window.dispatchEvent(new Event('artemis-plugin-change')))); }
   diagnose(id: string, profile: string) { return this.http.post<{ ok: boolean; message: string }>(`/api/plugins/${encodeURIComponent(id)}/diagnose`, { profile }); }
-  uninstall(id: string) { return this.http.delete(`/api/plugins/${encodeURIComponent(id)}`); }
+  uninstall(id: string) { return this.http.delete(`/api/plugins/${encodeURIComponent(id)}`).pipe(tap(() => window.dispatchEvent(new Event('artemis-plugin-change')))); }
   custom(manifest: unknown, skill_content: string) { return this.http.post('/api/plugins/custom', { manifest, skill_content }); }
 }

apps/showcase_ui/src/app/services/task-extensions.service.ts

@@ -0,0 +1,51 @@
+import { Injectable, inject } from '@angular/core';
+import { HttpClient } from '@angular/common/http';
+
+export interface ExtensionField {
+  id: string; label: string; description: string; kind: 'choice' | 'text';
+  options: string[]; max_length: number; report: boolean;
+}
+export interface ExtensionPanel {
+  id: string; title: string; side: 'left' | 'right'; kind: 'initial_prompt' | 'original_case' | 'form';
+  width: { preferred: number; minimum: number; maximum: number };
+}
+export interface TaskExtension {
+  plugin_id: string; name: string; version: string; revision: number;
+  workspace: { panels: ExtensionPanel[]; fields: ExtensionField[] };
+  values: Record<string, string>;
+  history: { revision: number; saved_at: number; values: Record<string, string>; fields: ExtensionField[] }[];
+}
+export interface TaskExtensions {
+  session_id: string; initial_prompt: string; editable: boolean; plugins: TaskExtension[];
+  case_title?: string;
+  original_case?: { preconditions: string; steps: string; expected: string } | null;
+  navigation?: { scope: 'batch'; position: number; total: number; previous: string | null; next: string | null } | null;
+}
+export interface ExtensionDraft {
+  values: Record<string, string>; revision: number; dirty: boolean; requestId?: string;
+}
+
+@Injectable({ providedIn: 'root' })
+export class TaskExtensionsService {
+  private http = inject(HttpClient);
+  private drafts = new Map<string, ExtensionDraft>();
+  read(sessionId: string) {
+    return this.http.get<TaskExtensions>(`/api/task-extensions/${encodeURIComponent(sessionId)}`);
+  }
+  draft(sessionId: string, plugin: TaskExtension): ExtensionDraft {
+    const key = `${sessionId}/${plugin.plugin_id}`;
+    let draft = this.drafts.get(key);
+    if (!draft || (!draft.dirty && plugin.revision >= draft.revision)) {
+      draft = { values: { ...plugin.values }, revision: plugin.revision, dirty: false };
+      this.drafts.set(key, draft);
+    }
+    return draft;
+  }
+  discard(sessionId: string, pluginId: string) { this.drafts.delete(`${sessionId}/${pluginId}`); }
+  save(sessionId: string, pluginId: string, draft: ExtensionDraft) {
+    draft.requestId ||= crypto.randomUUID();
+    return this.http.put<TaskExtensions>(`/api/task-extensions/${encodeURIComponent(sessionId)}/${encodeURIComponent(pluginId)}`, {
+      values: { ...draft.values }, expected_revision: draft.revision, request_id: draft.requestId
+    });
+  }
+}

artemis/agents/flash/runner.py

@@ -96,6 +96,7 @@ from artemis.services.llm import (
     get_openai_llm,
     get_llm,
     invoke_llm_with_timeout_message,
+    with_fallback,
 )
 from artemis.tools.history import history_tool_declarations
 from artemis.tools.android_files import android_file
@@ -780,7 +781,7 @@ class FlashRunner:
             action_dict["normalized_start_coordinates"] = norm_start
             action_dict["normalized_end_coordinates"] = norm_end
         action_dict.update(metadata.get("target_semantics") or {})
-        for key in ("input_verification", "execution", "side_effect"):
+        for key in ("input_verification", "execution", "side_effect", "source"):
             if key in metadata:
                 action_dict[key] = metadata[key]
         if metadata.get("plugin_id"):
@@ -1506,20 +1507,32 @@ class FlashRunner:
             turn_base = len(messages) - 1
             current_tools = report_only_tools if is_final else self._get_tools()
 
+            async def invoke_turn():
+                if using_tool_fallback:
+                    return await self._invoke_model(fallback_llm, current_tools, messages)
+
+                async def invoke_fallback():
+                    nonlocal fallback_llm
+                    if fallback_llm is None:
+                        fallback_llm = get_llm(self.ctx, name="operator", use_fallback=True)
+                    return await self._invoke_model(fallback_llm, current_tools, messages)
+
+                return await with_fallback(
+                    lambda: self._invoke_model(llm, current_tools, messages),
+                    invoke_fallback,
+                    none_should_fallback=False,
+                )
+
             if isinstance(control, TaskControl):
                 interrupted, response = await control.run_interruptibly(
-                    self._invoke_model(
+                    invoke_turn(),
-                        fallback_llm if using_tool_fallback else llm, current_tools, messages
-                    ),
                     on_pause=getattr(self.ctx, "on_task_pause", None),
                     on_resume=getattr(self.ctx, "on_task_resume", None),
                 )
             else:
                 interrupted, response = (
                     False,
-                    await self._invoke_model(
+                    await invoke_turn(),
-                        fallback_llm if using_tool_fallback else llm, current_tools, messages
-                    ),
                 )
 
             if interrupted or (

artemis/agents/flash/summarizer.py

@@ -412,6 +412,7 @@ class VisualStepSummarizer(StepMemoryService):
             engine,
             response,
             source=f"lens:visual_transition:{self._model_name}",
+            model=self._model_name,
             update_last_prompt=False,
         )
 

artemis/agents/operator/operator.py

@@ -35,7 +35,7 @@ from artemis.mcp.action_specs import OPERATOR_SHELL_ORDER, operator_shell_tool
 from artemis.llm.usage import usage_from_message
 from artemis.llm.structured import content_to_text
 from artemis.runtime.task_control import TaskControl, has_pending_instruction
-from artemis.services.llm import acomplete, get_llm, invoke_llm_with_timeout_message
+from artemis.services.llm import acomplete, get_llm, invoke_llm_with_timeout_message, with_fallback
 from artemis.tools.command_tool import (
     analyze_task_output_wrapper,
     get_adb_task_registry,
@@ -638,9 +638,19 @@ class OperatorNode:
                     and t.name not in {"plugin_load", "plugin_read_file", "plugin_read_result"}
                 ]
                 traced_tools.extend(plugins.langchain_tools())
-            bound_llm = active_llm.bind_tools(tools=traced_tools)
+
+            async def invoke(model):
+                bound = model.bind_tools(tools=traced_tools)
+                return await invoke_llm_with_timeout_message(acomplete(bound, current_messages))
+
             interrupted, response = await self._await_or_pause(
-                invoke_llm_with_timeout_message(acomplete(bound_llm, current_messages))
+                invoke(active_llm)
+                if using_tool_fallback
+                else with_fallback(
+                    lambda: invoke(base_llm),
+                    lambda: invoke(get_llm(ctx=self.ctx, name="operator", use_fallback=True)),
+                    none_should_fallback=False,
+                )
             )
             if interrupted:
                 return None, None, None, False

artemis/agents/planner/planner.py

@@ -303,8 +303,19 @@ class PlannerNode:
             screen = await UnifiedMobileController(self.ctx).get_screen_data()
             human_message_content.append({"type": "text", "text": screen.observation_text})
         plugins = getattr(self.ctx, "plugins", None)
-        if plugins:
+        plugin_catalog = plugins.prompt() if plugins else ""
-            human_message_content.append({"type": "text", "text": plugins.prompt()})
+        if plugin_catalog:
+            human_message_content.append(
+                {
+                    "type": "text",
+                    "text": "规划与执行的工具分工：规划器只使用本阶段绑定的笔记工具制定计划；"
+                    "下列插件清单描述执行器获授权的能力。执行器可以调用 plugin_load 加载插件。"
+                    "规划器当前工具列表里没有 plugin_load 或设备动作，不表示执行器缺少这些能力。"
+                    "将需要的插件、待观察的目标和验收条件写入计划，由执行器根据实际加载与操作回执"
+                    "确认可用性；未取得回执时保留待确认，不预先记录为插件不可用或要求用户补授权。",
+                }
+            )
+            human_message_content.append({"type": "text", "text": plugin_catalog})
         if screenshot_b64:
             human_message_content.append(
                 {

artemis/agents/validator/action_execution.py

@@ -92,6 +92,11 @@ async def exec_action(
         return False, str(e)
 
     try:
+        from artemis.data_engine.evidence_sources import android_action_source
+
+        source = android_action_source(getattr(getattr(ctx, "device", None), "device_id", None))
+        if source:
+            action_item["source"] = source
         res = await session.call(tool_name, wire_args)
     except Exception as e:
         action_item.update(execution="unknown", side_effect="possible")

artemis/config/exploration.py

@@ -8,7 +8,7 @@ from pydantic import BaseModel, ConfigDict, Field, model_validator
 class ExplorationConfig(BaseModel):
     model_config = ConfigDict(extra="forbid")
 
-    model: str = Field(default="gpt-6.1-sol", min_length=1, max_length=200)
+    model: str = Field(default="gpt-6.1-terra", min_length=1, max_length=200)
     reasoning_effort: Literal[
         "default", "none", "minimal", "low", "medium", "high", "xhigh", "max"
     ] = "high"

artemis/config/settings.py

@@ -87,7 +87,7 @@ class Settings(BaseSettings):
     """Centralized ARTEMIS runtime settings loaded from environment and .env files."""
 
     ARTEMIS_PLUGIN_MARKETPLACE_URL: str = (
-        "https://git.playones.com/chenmingxuan/Artemis-Plugins/raw/branch/main/catalog.json"
+        "https://git.playones.com/chenmingxuan/Artemis-Plugins/raw/branch/main/catalog-v4.json"
     )
     ARTEMIS_PLUGIN_START_TIMEOUT_SECONDS: float = Field(default=30, gt=0, le=300)
     ARTEMIS_PLUGIN_TOOL_TIMEOUT_SECONDS: float = Field(default=60, gt=0, le=3600)
@@ -109,6 +109,8 @@ class Settings(BaseSettings):
     OPENAI_BASE_URL: str | None = "https://api-n-cd.playones.com/v1"
     OPENAI_MODEL: str = Field(default=DEFAULT_MODEL, min_length=1)
     OPENAI_TIMEOUT_SECONDS: float = Field(default=300.0, gt=0)
+    # Environment only; deliberately absent from the saved UI/task configuration.
+    OPENAI_USE_SYSTEM_PROXY: bool = False
     OPENAI_MAX_RETRIES: int = Field(default=5, ge=0, le=10)
     OPENAI_RETRY_INTERVAL_SECONDS: float = Field(default=10.0, ge=0, le=300)
     OPENAI_RATE_LIMIT_RETRY_SECONDS: float = Field(default=60.0, ge=0, le=3600)

artemis/data_engine/evidence_sources.py

@@ -8,6 +8,58 @@ import json
 SOURCE_KINDS = {"android", "computer", "terminal", "api", "file", "other"}
 
 
+def android_action_source(device_id: object) -> dict | None:
+    """Stamp a native action at dispatch, using its actual selected device."""
+    if not isinstance(device_id, str) or not device_id or device_id == "computer:local":
+        return None
+    return {"kind": "android", "target_id": device_id, "label": "安卓屏幕"}
+
+
+def _android_screenshot_records(step: dict) -> list[dict]:
+    """Project explicit capture receipts; never infer provenance from tool args."""
+    records = []
+    seen = set()
+    for tool in step.get("generic_tools") or []:
+        if not isinstance(tool, dict) or (
+            tool.get("type"),
+            tool.get("name"),
+            tool.get("status"),
+        ) != ("tool", "android_file", "success"):
+            continue
+        payload = tool.get("payload")
+        receipt = payload.get("result") if isinstance(payload, dict) else None
+        if not isinstance(receipt, dict) or (
+            receipt.get("ok") is not True
+            or receipt.get("verified") is not True
+            or receipt.get("action") != "screenshot"
+        ):
+            continue
+        serial, path, digest = (
+            receipt.get("device_serial"),
+            receipt.get("trace_path"),
+            receipt.get("sha256"),
+        )
+        if not all(isinstance(value, str) and value for value in (serial, path, digest)):
+            continue
+        captured_at = receipt.get("captured_at")
+        captured_at = captured_at if isinstance(captured_at, str) else None
+        key = (serial, path, digest, captured_at)
+        if key in seen:
+            # Nested tool decorators can record the same completed capture twice.
+            continue
+        seen.add(key)
+        records.append(
+            {
+                "source": {"kind": "android", "target_id": serial, "label": "安卓屏幕"},
+                "trace_id": tool.get("trace_id"),
+                "artifact_path": path,
+                "sha256": digest,
+                "captured_at": captured_at,
+            }
+        )
+    return records
+
+
 def _step_reference(step: dict) -> dict:
     value = step.get("step_id")
     return {
@@ -16,6 +68,19 @@ def _step_reference(step: dict) -> dict:
     }
 
 
+def _represented_capture(action: dict, captures: list[dict]) -> bool:
+    if action.get("action") != "android_file":
+        return False
+    args = action.get("args") or {}
+    if not isinstance(args, dict) or args.get("action") != "screenshot":
+        return False
+    filename = args.get("filename")
+    return any(
+        capture["artifact_path"].replace("\\", "/").rsplit("/", 1)[-1] == filename
+        for capture in captures
+    )
+
+
 def recorded_sources(steps: list[dict], *, limit: int = 100) -> dict:
     sources = {}
     unattributed = []
@@ -23,7 +88,23 @@ def recorded_sources(steps: list[dict], *, limit: int = 100) -> dict:
         result = step.get("last_execution_result")
         execution = result.get("execution") if isinstance(result, dict) else None
         records = execution if isinstance(execution, list) else step.get("action_taken")
-        records = records if isinstance(records, list) else [records]
+        records = records if isinstance(records, list) else [records] if records else []
+        captures = _android_screenshot_records(step)
+        records = [
+            record
+            for record in records
+            if not isinstance(record, dict)
+            or (
+                record.get("action")
+                not in {"save_note", "read_note", "list_notes", "report_task_status"}
+                and not _represented_capture(record, captures)
+            )
+        ]
+        records = [*records, *captures]
+        if not records:
+            # A planning or completion turn with no recorded action is not a
+            # missing action source. Screenshots alone do not supply provenance.
+            continue
         found = False
         missing = False
         for record in records:
@@ -39,6 +120,7 @@ def recorded_sources(steps: list[dict], *, limit: int = 100) -> dict:
                 continue
             found = True
             plugin = str(record.get("plugin_id") or "")[:100]
+            label = str(source.get("label") or "")[:500]
             key = (plugin, kind, target[:256])
             if key not in sources:
                 sources[key] = {
@@ -46,18 +128,30 @@ def recorded_sources(steps: list[dict], *, limit: int = 100) -> dict:
                     "kind": kind,
                     "plugin_id": plugin,
                     "target_id": target[:256],
-                    "label": str(source.get("label") or "")[:500],
+                    "label": label,
                     "category": "interface" if kind in {"android", "computer"} else "auxiliary",
                     "references": [],
                     "reference_count": 0,
                 }
             reference = _step_reference(step)
-            for field in ("call_id", "source_id"):
+            for field in (
+                "call_id",
+                "source_id",
+                "trace_id",
+                "artifact_path",
+                "sha256",
+                "captured_at",
+            ):
                 if isinstance(record.get(field), str) and record[field]:
-                    reference[field] = record[field][:256]
+                    reference[field] = record[field][: 2048 if field == "artifact_path" else 256]
             if isinstance(record.get("read_only"), bool):
                 reference["read_only"] = record["read_only"]
             entry = sources[key]
+            if not entry.get("label_varies") and entry["label"] != label:
+                # The same window can navigate between tabs/pages. Its first
+                # title is not a valid label for all later evidence.
+                entry["label"] = ""
+                entry["label_varies"] = True
             entry["reference_count"] += 1
             if len(entry["references"]) < 8:
                 entry["references"].append(reference)

artemis/interfaces/cli/commands/run.py

@@ -164,6 +164,7 @@ async def execute_task(
         config.with_graph_config_callbacks(graph_config_callbacks)
 
     agent: Agent | None = None
+    task_started = False
     try:
         agent = Agent(config=config.build(), session_id=effective_sid)
         await agent.init(
@@ -196,7 +197,14 @@ async def execute_task(
             request.plugins = plugins
         elif plugin_choices is not None:
             request.plugins = TypeAdapter(list[PluginSelection]).validate_json(plugin_choices)
+        task_started = True
         await agent.run_task(request=request)
+    except Exception as exc:
+        if not task_started and effective_sid:
+            from artemis.runtime.task_result import save_failure_result
+
+            save_failure_result(str(effective_sid), str(exc), code="initialization_failed")
+        raise
     finally:
         if agent is not None:
             await agent.clean()

artemis/interfaces/cli/commands/ui.py

@@ -15,6 +15,7 @@
 """UI Launch and Web Console CLI Command (artemis ui)."""
 
 import logging
+import os
 from pathlib import Path
 import re
 import shutil
@@ -34,6 +35,11 @@ import typer
 logger = logging.getLogger(__name__)
 
 
+def _launch_text(english: str, chinese: str) -> str:
+    """Honor the language selected by the Windows launch wrapper."""
+    return chinese if os.environ.get("ARTEMIS_LAUNCH_LANG") == "zh-CN" else english
+
+
 def running_via_console_script_shim() -> bool:
     """Return True when this CLI was launched through a console-script ``.exe`` shim.
 
@@ -308,7 +314,12 @@ def ui_command(
     )
 
     if restart:
-        console.print(f"   [yellow]🔄 Restart requested. Recycling port {port}...[/yellow]")
+        console.print(
+            _launch_text(
+                f"   [yellow]🔄 Restart requested. Recycling port {port}...[/yellow]",
+                f"   [yellow]🔄 已请求重启，正在释放端口 {port}...[/yellow]",
+            )
+        )
         load_session_reconciler()
         stop_server(port=port, timeout=12.0)
     elif is_port_in_use(port):
@@ -316,19 +327,39 @@ def ui_command(
         pid_str = f" (PID: {', '.join(map(str, pids))})" if pids else ""
         if sys.stdin.isatty():
             console.print(
-                f"\n   [yellow]⚠ Port {port} is already in use by an active Artemis server{pid_str}.[/yellow]"
+                _launch_text(
+                    f"\n   [yellow]⚠ Port {port} is already in use by an active Artemis server{pid_str}.[/yellow]",
+                    f"\n   [yellow]⚠ 检测到 ARTEMIS 服务正在运行，占用端口 {port}{pid_str}。[/yellow]",
+                )
             )
-            console.print("   [dim]Choose an action:[/dim]")
+            console.print(
-            console.print("     [bold]1[/bold] Open browser (default)")
+                _launch_text("   [dim]Choose an action:[/dim]", "   [dim]请选择操作：[/dim]")
-            console.print("     [bold]2[/bold] Restart server (stop existing and start here)")
+            )
-            console.print("     [bold]3[/bold] Cancel")
+            console.print(
+                _launch_text(
+                    "     [bold]1[/bold] Open browser (default)",
+                    "     [bold]1[/bold] 打开浏览器（默认）",
+                )
+            )
+            console.print(
+                _launch_text(
+                    "     [bold]2[/bold] Restart server (stop existing and start here)",
+                    "     [bold]2[/bold] 重启服务（停止现有服务并在此启动，会中断正在运行的任务）",
+                )
+            )
+            console.print(_launch_text("     [bold]3[/bold] Cancel", "     [bold]3[/bold] 取消"))
             try:
-                choice = input("   Select [1-3, default 1]: ").strip()
+                choice = input(
+                    _launch_text("   Select [1-3, default 1]: ", "   请输入选项 [1-3，默认 1]：")
+                ).strip()
             except (KeyboardInterrupt, EOFError):
                 choice = "1"
             if choice == "2":
                 console.print(
-                    f"\n   [yellow]🔄 Terminating previous Artemis instance on port {port}...[/yellow]"
+                    _launch_text(
+                        f"\n   [yellow]🔄 Terminating previous Artemis instance on port {port}...[/yellow]",
+                        f"\n   [yellow]🔄 正在停止端口 {port} 上的现有 ARTEMIS 服务...[/yellow]",
+                    )
                 )
                 load_session_reconciler()
                 stop_server(port=port, timeout=12.0)
@@ -340,8 +371,12 @@ def ui_command(
                 return
         else:
             console.print(
-                f"\n   [yellow]⚠ Port {port} is already in use by Artemis{pid_str}. "
+                _launch_text(
-                f"Use '[bold]artemis restart[/bold]' to restart.[/yellow]\n"
+                    f"\n   [yellow]⚠ Port {port} is already in use by Artemis{pid_str}. "
+                    "Use '[bold]artemis restart[/bold]' to restart.[/yellow]\n",
+                    f"\n   [yellow]⚠ 检测到 ARTEMIS 服务正在运行，占用端口 {port}{pid_str}。"
+                    "如需重启，请运行 '[bold]artemis restart[/bold]'。[/yellow]\n",
+                )
             )
             if open_browser:
                 webbrowser.open(local_url)

artemis/llm/argument_fingerprint.py

@@ -0,0 +1,53 @@
+"""Bounded fingerprints of received argument deltas, without retaining text."""
+
+import hashlib
+
+
+PREFIX_BYTES = 4096
+MAX_PREFIXES = 16
+MAX_TRACKED_TOOLS = 64
+
+
+class ArgumentFingerprint:
+    def __init__(self):
+        self.characters = 0
+        self.bytes = 0
+        self.deltas = 0
+        self.encoding_valid = True
+        self.digest = hashlib.sha256()
+        self.prefixes: list[dict] = []
+
+    def observe(self, arguments: str) -> None:
+        self.characters += len(arguments)
+        if not arguments:
+            return
+        self.deltas += 1
+        if not self.encoding_valid:
+            return
+        try:
+            encoded = arguments.encode("utf-8")
+        except UnicodeEncodeError:
+            # Diagnostics must not repair, reject or otherwise alter the stream.
+            self.encoding_valid = False
+            return
+        offset = 0
+        while offset < len(encoded) and len(self.prefixes) < MAX_PREFIXES:
+            size = min(PREFIX_BYTES - self.bytes % PREFIX_BYTES, len(encoded) - offset)
+            self.digest.update(encoded[offset : offset + size])
+            self.bytes += size
+            offset += size
+            if self.bytes % PREFIX_BYTES == 0:
+                self.prefixes.append({"bytes": self.bytes, "sha256": self.digest.hexdigest()})
+        if offset < len(encoded):
+            self.digest.update(encoded[offset:])
+            self.bytes += len(encoded) - offset
+
+    def snapshot(self) -> dict:
+        return {
+            "argument_chars": self.characters,
+            "argument_bytes": self.bytes if self.encoding_valid else None,
+            "argument_sha256": self.digest.hexdigest() if self.encoding_valid else None,
+            "argument_deltas": self.deltas,
+            "argument_prefixes": [dict(prefix) for prefix in self.prefixes],
+            "argument_encoding_valid": self.encoding_valid,
+        }

artemis/llm/diagnostics.py

@@ -13,6 +13,7 @@ from uuid import uuid4
 from PIL import Image
 
 from artemis.data_engine.context_vars import CURRENT_NODE_NAME, CURRENT_TRACE_ID
+from artemis.llm.argument_fingerprint import ArgumentFingerprint, MAX_TRACKED_TOOLS
 from artemis.llm.final_review import ACTIVE_FINAL_REVIEW, FinalReviewBudgetExceeded
 from artemis.llm.reliability import LLMExhaustedError
 from artemis.llm.usage import usage_from_message
@@ -107,6 +108,7 @@ class RequestAttempt:
         self.clock = time.monotonic()
         self.last_publish = self.clock
         self.tools: dict[int | str, dict] = {}
+        self.tool_fingerprints: dict[int | str, ArgumentFingerprint] = {}
         self.review = ACTIVE_FINAL_REVIEW.get()
         if self.review:
             self.review.request_started(request_id, attempt)
@@ -126,6 +128,9 @@ class RequestAttempt:
             "usage": None,
             "output_chunks": 0,
             "tool_argument_chars": 0,
+            "tool_observation_layer": "langchain_tool_call_chunks",
+            "argument_fingerprint_version": 1,
+            "tool_stats_truncated": False,
             "tools": [],
             "step_id": str(self.step_id) if self.step_id else None,
             "parent_trace_id": str(self.parent_id) if self.parent_id else None,
@@ -167,9 +172,10 @@ class RequestAttempt:
         self.data.update(
             headers_at=time.time(),
             http_status=response.status_code,
-            server_request_id=_identifier(
+            server_request_id=_identifier(response.headers.get("x-oneapi-request-id"))
-                response.headers.get("x-request-id") or response.headers.get("request-id")
+            or _identifier(response.headers.get("x-request-id"))
-            ),
+            or _identifier(response.headers.get("request-id")),
+            response_x_request_id=_identifier(response.headers.get("x-request-id")),
             server_trace_id=_identifier(response.headers.get("x-trace-id")),
             phase="waiting_output",
         )
@@ -196,18 +202,31 @@ class RequestAttempt:
             self.data["usage"] = usage
         tool_chunks = getattr(chunk, "tool_call_chunks", None) or []
         # Responses exposes the same argument delta in content and tool_call_chunks.
-        # Count only the latter; retain lengths/names, never argument bodies.
+        # Count only the latter; retain bounded fingerprints, never argument bodies.
         for tool in tool_chunks:
+            arguments = tool.get("args")
+            if isinstance(arguments, str):
+                self.data["tool_argument_chars"] += len(arguments)
             index = tool.get("index")
-            key = index if index is not None else tool.get("id") or "unknown"
+            call_id = _identifier(tool.get("id"))
-            stats = self.tools.setdefault(key, {"name": None, "argument_chars": 0})
+            key = index if index is not None else call_id or "unknown"
+            if key not in self.tools and len(self.tools) >= MAX_TRACKED_TOOLS:
+                self.data["tool_stats_truncated"] = True
+                continue
+            stats = self.tools.setdefault(key, {"name": None})
+            if call_id:
+                stats["call_id"] = call_id
+            if index is not None:
+                stats["chunk_index"] = index
             name = tool.get("name")
             if isinstance(name, str) and re.fullmatch(r"[\w.:-]{1,128}", name):
                 stats["name"] = name
-            arguments = tool.get("args")
+            fingerprint = self.tool_fingerprints.get(key)
+            if fingerprint is None:
+                fingerprint = self.tool_fingerprints[key] = ArgumentFingerprint()
             if isinstance(arguments, str):
-                stats["argument_chars"] += len(arguments)
+                fingerprint.observe(arguments)
-                self.data["tool_argument_chars"] += len(arguments)
+            stats.update(fingerprint.snapshot())
         self.data["tools"] = list(self.tools.values())
         content = getattr(chunk, "content", None)
         substantive = isinstance(content, str) and bool(content)
@@ -252,7 +271,9 @@ class RequestAttempt:
             if isinstance(status, int):
                 self.data["http_status"] = status
             if request_id := _identifier(getattr(error, "request_id", None)):
-                self.data["server_request_id"] = request_id
+                self.data["error_request_id"] = request_id
+                if not self.data.get("server_request_id"):
+                    self.data["server_request_id"] = request_id
             if category == "timeout":
                 self.data.setdefault("timeout_scope", "transport")
         if response is not None:
@@ -301,6 +322,7 @@ async def observe_request_headers(request):
     if attempt is None:
         return
     request.headers.setdefault("X-Client-Request-Id", attempt.data["request_id"])
+    request.headers.setdefault("X-Client-Attempt-Id", attempt.data["attempt_id"])
     routing = {}
     for name in ("thread-id", "thread_id", "session-id", "session_id"):
         value = request.headers.get(name)
@@ -309,9 +331,12 @@ async def observe_request_headers(request):
     attempt.data.update(
         request_sent_at=time.time(),
         client_request_id=_identifier(request.headers.get("X-Client-Request-Id")),
+        client_attempt_id=_identifier(request.headers.get("X-Client-Attempt-Id")),
         routing_header_fingerprints=routing,
         client_request_id_matches=request.headers.get("X-Client-Request-Id")
         == attempt.data["request_id"],
+        client_attempt_id_matches=request.headers.get("X-Client-Attempt-Id")
+        == attempt.data["attempt_id"],
     )
     attempt.publish()
 

artemis/llm/http.py

@@ -0,0 +1,15 @@
+"""Environment-only network policy shared by model calls and credential checks."""
+
+from typing import Any
+
+import httpx
+
+from artemis.config.settings import settings
+
+
+def model_http_options() -> dict[str, Any]:
+    return {
+        "trust_env": settings.OPENAI_USE_SYSTEM_PROXY,
+        # Proxy opt-out must not disable configured CA certificates or TLS checks.
+        "verify": httpx.create_ssl_context(trust_env=True),
+    }

artemis/llm/reliability.py

@@ -30,6 +30,7 @@ from __future__ import annotations
 from dataclasses import dataclass
 from enum import StrEnum
 import random
+import re
 from functools import lru_cache
 import threading
 import time
@@ -124,6 +125,11 @@ def classify_failure(error: BaseException) -> Failure:
         # Programmer/request errors: retrying is useless and falling back only
         # hides the bug inside a different model's output.
         return Failure(FailureCategory.BAD_REQUEST, False, False)
+    # langchain-openai 1.7 raises this ValueError for a response.failed event
+    # without provider error details, before our completion guard sees it.
+    # Preserve the bounded invalid-output retry policy for these failed streams.
+    if isinstance(error, ValueError) and re.fullmatch(r"Response \S+ failed\.", str(error)):
+        return Failure(FailureCategory.INVALID_OUTPUT, True, True)
     return Failure(FailureCategory.UNKNOWN, True, True)
 
 
@@ -147,7 +153,7 @@ class LLMPermanentError(LLMCallError):
 
 
 class LLMExhaustedError(LLMCallError):
-    """Retryable failures exhausted every attempt and the pause deadline."""
+    """Retryable failures exhausted attempts and any applicable pause deadline."""
 
 
 # ---------------------------------------------------------------------------

artemis/llm/router.py

@@ -62,6 +62,7 @@ class ModelEndpoint(BaseModel):
             self.reasoning_effort,
             self.enable_grounding,
             self.api_base or settings.OPENAI_BASE_URL,
+            settings.OPENAI_USE_SYSTEM_PROXY,
             hashlib.sha256(key.encode()).hexdigest(),
         )
 
@@ -87,9 +88,10 @@ class ModelFactory:
             )
 
         from langchain_openai import ChatOpenAI
-        from openai import DefaultAsyncHttpxClient
+        from openai import DefaultAsyncHttpxClient, DefaultHttpxClient
 
         from artemis.llm.diagnostics import observe_request_headers, observe_response_headers
+        from artemis.llm.http import model_http_options
 
         api_key = endpoint.api_key or (
             settings.OPENAI_API_KEY.get_secret_value() if settings.OPENAI_API_KEY else None
@@ -112,8 +114,14 @@ class ModelFactory:
             "use_responses_api": True,
             "output_version": "responses/v1",
             "store": False,
+            # The explicit clients own proxy policy, including the synchronous path.
+            "openai_proxy": "",
+            "http_client": DefaultHttpxClient(
+                timeout=endpoint.timeout_seconds, **model_http_options()
+            ),
             "http_async_client": DefaultAsyncHttpxClient(
                 timeout=endpoint.timeout_seconds,
+                **model_http_options(),
                 event_hooks={
                     "request": [observe_request_headers],
                     "response": [observe_response_headers],

artemis/llm/stream_guard.py

@@ -23,7 +23,7 @@ class ToolArgumentOverflow(ValueError):
             "limit_chars": SMALL_ACTION_ARGUMENT_LIMIT,
         }
         super().__init__(
-            f"模型生成的 {name} 参数异常膨胀（{characters} 字符，"
+            f"收到的 {name} 参数流超出安全限制（{characters} 字符，"
             f"保护上限 {SMALL_ACTION_ARGUMENT_LIMIT}）；已关闭输出流，未执行本次动作。"
         )
 

artemis/mcp/action_executor.py

@@ -280,6 +280,11 @@ class McpActionExecutor:
     ) -> ToolExecutionResult:
         span = TraceSpan(name=raw_name, trace_type="action", ctx=self.ctx)
         span.payload = {"args": args}
+        from artemis.data_engine.evidence_sources import android_action_source
+
+        source = android_action_source(
+            getattr(getattr(self.ctx, "device", None), "device_id", None)
+        )
 
         message = ""
         res: ActionResult | None = None
@@ -291,6 +296,7 @@ class McpActionExecutor:
         observation_settled: bool | None = None
         input_verification: str | None = None
         expected_input: str | None = None
+        dispatched = False
         with span:
             try:
                 session = await self._session_or_start()
@@ -315,6 +321,7 @@ class McpActionExecutor:
                         or observation_anchor(state, index_elements)
                     )
                 extension = raw_name not in (REQUIRED_ACTIONS | OPTIONAL_ACTIONS)
+                dispatched = True
                 if extension:
                     raw_result = await session.call_raw(wire_name, wire_args)
                     message = next(
@@ -386,6 +393,7 @@ class McpActionExecutor:
                 "post_image_name": post_image_name,
                 "has_xml": bool(xml_list),
                 "status": status,
+                **({"source": source} if source and dispatched else {}),
             }
             if status == "error":
                 span.status = "failed"
@@ -400,6 +408,7 @@ class McpActionExecutor:
             screenshot_path=shot_path,
             ui_elements_text=xml_list,
             metadata={
+                **({"source": source} if source and dispatched else {}),
                 "code": res.code.value,
                 "normalized_coordinates": res.normalized_coordinates,
                 "target_semantics": target_semantics,

artemis/memory/chunking.py

@@ -532,6 +532,7 @@ class StepCapsuleLens(StepLens):
                     engine,
                     response,
                     source=f"lens:step_capsule:{model_label}",
+                    model=model_label if model_label != "fallback" else None,
                     update_last_prompt=False,
                 )
         except Exception as exc:

artemis/plugins/_process_worker.py

@@ -0,0 +1,57 @@
+"""Private launch barrier for sdk.run_process; stdlib-only under Python -I."""
+
+import json
+import os
+from pathlib import Path
+import signal
+import subprocess
+import sys
+import threading
+import time
+
+
+def watch_parent(expected: int):
+    while True:
+        if os.getppid() != expected:
+            os.killpg(os.getpid(), signal.SIGKILL)
+        time.sleep(0.1)
+
+
+def main():
+    status = Path(sys.argv[1])
+    if os.name != "nt":
+        threading.Thread(target=watch_parent, args=(int(sys.argv[2]),), daemon=True).start()
+    # Until the parent owns our job/session and sends this line, no business
+    # process can start. Buffering is local; tool stdin uses a separate pipe.
+    control = sys.stdin.buffer.readline(1024 * 1024 + 1)
+    if not control.endswith(b"\n") or len(control) > 1024 * 1024:
+        return
+    request = json.loads(control)
+    size = request["input_size"]
+    if type(size) is not int or not 0 <= size <= 64 * 1024 * 1024:
+        return
+    content = sys.stdin.buffer.read(size) if request["has_input"] else None
+    if content is not None and len(content) != size:
+        return
+    try:
+        result = subprocess.run(
+            request["argv"],
+            shell=False,
+            stdin=None if request["has_input"] else subprocess.DEVNULL,
+            input=content,
+            creationflags=subprocess.CREATE_NO_WINDOW if os.name == "nt" else 0,
+            check=False,
+        )
+        response = {"returncode": result.returncode}
+    except OSError:
+        response = {"launch_failed": True}
+    pending = status.with_suffix(".tmp")
+    pending.write_text(json.dumps(response), encoding="utf-8")
+    pending.replace(status)
+    # Remain the session/group leader until the owner reclaims the whole tree.
+    while True:
+        time.sleep(60)
+
+
+if __name__ == "__main__":
+    main()

artemis/plugins/_sdk_probe.py

@@ -0,0 +1,40 @@
+"""Synthetic tool used only by the opt-in SDK fault suite. No device/network I/O."""
+
+import json
+import os
+from pathlib import Path
+import subprocess
+import sys
+import time
+
+
+def main():
+    mode = sys.argv[1]
+    if mode == "sleep":
+        time.sleep(60)
+    elif mode == "tree":
+        child = subprocess.Popen(
+            [sys.executable, "-I", "-B", __file__, "sleep"],
+            stdin=subprocess.DEVNULL,
+            stdout=subprocess.DEVNULL,
+            stderr=subprocess.DEVNULL,
+            creationflags=subprocess.CREATE_NO_WINDOW if os.name == "nt" else 0,
+        )
+        Path(sys.argv[2]).write_text(json.dumps({"pid": child.pid}), encoding="utf-8")
+        if sys.argv[3] == "linger":
+            time.sleep(60)
+    elif mode == "echo":
+        data = sys.stdin.buffer.read()
+        sys.stdout.buffer.write(data)
+        sys.stderr.buffer.write(b"synthetic-stderr")
+    elif mode == "overflow":
+        while True:
+            os.write(1, b"x" * 65536)
+    elif mode == "failure":
+        raise SystemExit(7)
+    else:
+        raise SystemExit(2)
+
+
+if __name__ == "__main__":
+    main()

artemis/plugins/installer.py

@@ -43,7 +43,13 @@ def download(url: str, progress: Callable[[str, int], None]) -> bytes:
 
 
 def load_catalog() -> PluginCatalog:
-    data = download(settings.ARTEMIS_PLUGIN_MARKETPLACE_URL, lambda *_: None)
+    url = settings.ARTEMIS_PLUGIN_MARKETPLACE_URL
+    # Strict older hosts cannot parse newer panel kinds, even if incompatible.
+    # Preserve their indexes; upgrade only the exact official saved addresses.
+    official = "https://git.playones.com/chenmingxuan/Artemis-Plugins/raw/branch/main/"
+    if url in {official + "catalog.json", official + "catalog-v3.json"}:
+        url = official + "catalog-v4.json"
+    data = download(url, lambda *_: None)
     if len(data) > 2 * 1024 * 1024:
         raise ValueError("市场索引过大")
     return PluginCatalog.model_validate_json(data)

artemis/plugins/market.py

@@ -0,0 +1,266 @@
+"""Evidence-bound market materials. Declarations still need source/rights review."""
+
+from __future__ import annotations
+
+from collections.abc import Iterator
+from contextlib import contextmanager
+import hashlib
+import json
+from pathlib import Path, PurePosixPath
+import stat
+import tempfile
+from typing import Literal
+
+from pydantic import BaseModel, ConfigDict, Field
+
+from artemis.config.settings import settings
+from artemis.plugins.installer import _extract
+from artemis.plugins.models import PluginManifest
+
+REPORT_NAME = "MARKET.json"
+CHECKS = (
+    "installation",
+    "tool_contract",
+    "failure_partial",
+    "timeout_cancel",
+    "process_tree",
+    "file_binding",
+    "resource_conflicts",
+    "evidence_export",
+    "history_uninstall",
+    "secret_redaction",
+    "real_task",
+    "source_review",
+)
+FORBIDDEN_DIRECTORIES = {".git", ".ruff_cache", ".pytest_cache", "__pycache__", ".venv"}
+
+
+class SubmissionModel(BaseModel):
+    model_config = ConfigDict(extra="forbid", strict=True)
+
+
+class Component(SubmissionModel):
+    name: str = Field(min_length=1)
+    paths: list[str] = Field(min_length=1)
+    license: str = Field(min_length=1)
+    permission: Literal["permitted", "local_only", "unknown"]
+    license_file: str
+    source_file: str
+
+
+class CheckRecord(SubmissionModel):
+    status: Literal["passed", "failed", "unverified", "not_applicable"]
+    evidence_file: str = ""
+    evidence_sha256: str = ""
+    notes: str = ""
+
+
+class Traits(SubmissionModel):
+    uses_subprocesses: bool | None
+    file_inputs_for_writes: bool | None
+
+
+class MarketSubmission(SubmissionModel):
+    schema_version: Literal[1]
+    plugin_id: str
+    plugin_version: str
+    content_sha256: str = Field(pattern=r"^[a-f0-9]{64}$")
+    traits: Traits
+    components: list[Component] = Field(min_length=1)
+    checks: dict[str, CheckRecord]
+
+
+@contextmanager
+def package_directory(path: Path) -> Iterator[tuple[Path, str | None]]:
+    """Inspect a directory or safely unpack a ZIP without installing or hooks."""
+    path = path.resolve(strict=True)
+    if path.is_dir():
+        yield path, None
+        return
+    if not path.is_file():
+        raise ValueError("检查输入必须是普通插件目录或 ZIP 文件")
+    with path.open("rb") as stream:
+        data = stream.read(settings.ARTEMIS_PLUGIN_DOWNLOAD_MAX_BYTES + 1)
+    if len(data) > settings.ARTEMIS_PLUGIN_DOWNLOAD_MAX_BYTES:
+        raise ValueError("插件 ZIP 超过下载大小限制")
+    with tempfile.TemporaryDirectory(prefix="artemis-plugin-check-") as temporary:
+        directory = Path(temporary)
+        _extract(data, directory)
+        archive_sha256 = hashlib.sha256(data).hexdigest()
+        yield directory, archive_sha256
+        # Re-read only to reject changes; never relabel the inspected snapshot.
+        current_digest = hashlib.sha256()
+        current_size = 0
+        with path.open("rb") as stream:
+            while chunk := stream.read(1024 * 1024):
+                current_size += len(chunk)
+                if current_size > settings.ARTEMIS_PLUGIN_DOWNLOAD_MAX_BYTES:
+                    raise ValueError("检查期间 ZIP 发生变化或超过大小限制")
+                current_digest.update(chunk)
+        if current_digest.hexdigest() != archive_sha256:
+            raise ValueError("检查期间 ZIP 发生变化，检查记录失效")
+
+
+def _relative(value: str, *, root_allowed: bool = False) -> str:
+    if root_allowed and value == ".":
+        return value
+    path = PurePosixPath(value)
+    if (
+        not value
+        or "\\" in value
+        or ":" in value
+        or path.is_absolute()
+        or any(p in {".", ".."} for p in value.split("/"))
+        or any(ord(c) < 32 for c in value)
+        or str(path) != value
+    ):
+        raise ValueError("市场材料必须使用包内普通相对路径")
+    return value
+
+
+def package_files(directory: Path) -> dict[str, str]:
+    """Hash every distributable file, excluding only the self-referential report."""
+    directory = directory.resolve(strict=True)
+    files = {}
+    seen = set()
+    size = 0
+    for path in sorted(directory.rglob("*")):
+        relative = path.relative_to(directory)
+        name = relative.as_posix()
+        if path.is_symlink() or path.is_junction() or not path.resolve().is_relative_to(directory):
+            raise ValueError("市场包不能包含链接")
+        if name.casefold() in seen:
+            raise ValueError("市场包存在大小写冲突的路径")
+        seen.add(name.casefold())
+        if len(seen) > 20000:
+            raise ValueError("市场包超过文件数量限制")
+        if any(p.casefold() in FORBIDDEN_DIRECTORIES for p in relative.parts):
+            raise ValueError(f"市场包包含缓存、依赖环境或版本库目录：{name}")
+        if path.is_dir():
+            continue
+        info = path.stat()
+        if not stat.S_ISREG(info.st_mode):
+            raise ValueError("市场包只能包含普通文件")
+        if name == REPORT_NAME:
+            continue
+        lower = path.name.casefold()
+        if (
+            lower.endswith((".pyc", ".pyo"))
+            or lower == ".env"
+            or (
+                lower.startswith(".env.")
+                and not lower.endswith((".example", ".sample", ".template"))
+            )
+        ):
+            raise ValueError(f"市场包不能包含缓存或个人环境配置：{name}")
+        _relative(name)
+        digest = hashlib.sha256()
+        read = 0
+        with path.open("rb") as handle:
+            for chunk in iter(lambda: handle.read(1024 * 1024), b""):
+                read += len(chunk)
+                size += len(chunk)
+                if size > settings.ARTEMIS_PLUGIN_EXTRACT_MAX_BYTES:
+                    raise ValueError("市场包超过展开大小或文件数量限制")
+                digest.update(chunk)
+        if read != info.st_size:
+            raise ValueError("文件校验期间大小发生变化")
+        files[name] = digest.hexdigest()
+    return files
+
+
+def content_fingerprint(files: dict[str, str]) -> str:
+    encoded = json.dumps(files, ensure_ascii=False, sort_keys=True, separators=(",", ":"))
+    return hashlib.sha256(encoded.encode("utf-8")).hexdigest()
+
+
+def draft_submission(manifest: PluginManifest, files: dict[str, str]) -> dict:
+    """Drafts never fabricate passed results or distribution permission."""
+    return {
+        "schema_version": 1,
+        "plugin_id": manifest.id,
+        "plugin_version": manifest.version,
+        "content_sha256": content_fingerprint(files),
+        "traits": {"uses_subprocesses": None, "file_inputs_for_writes": None},
+        "components": [
+            {
+                "name": "请拆分原始代码、适配层与第三方资料",
+                "paths": ["."],
+                "license": manifest.license or "待补充",
+                "permission": "unknown",
+                "license_file": "LICENSE",
+                "source_file": "SOURCE.md",
+            }
+        ],
+        "checks": {
+            name: {"status": "unverified", "evidence_file": "", "evidence_sha256": "", "notes": ""}
+            for name in CHECKS
+        },
+    }
+
+
+def _document(directory: Path, files: dict[str, str], value: str) -> str:
+    name = _relative(value)
+    if name not in files or not 0 < (directory / name).stat().st_size <= 1024 * 1024:
+        raise ValueError("许可、来源与验证记录必须是非空包内文档，且不超过 1 MiB")
+    return name
+
+
+def validate_submission(
+    directory: Path, manifest: PluginManifest, files: dict[str, str]
+) -> MarketSubmission:
+    path = directory / REPORT_NAME
+    if not path.is_file() or path.stat().st_size > 1024 * 1024:
+        raise ValueError("市场检查需要包内 MARKET.json；先生成草稿并补充真实记录")
+    report = MarketSubmission.model_validate_json(path.read_text("utf-8"))
+    if (report.plugin_id, report.plugin_version) != (manifest.id, manifest.version):
+        raise ValueError("市场材料的插件 ID/版本与清单不一致")
+    if report.content_sha256 != content_fingerprint(files):
+        raise ValueError("包内容已变化，旧的市场验证记录失效")
+    if not manifest.license.strip():
+        raise ValueError("市场清单必须声明许可证或具体的 LicenseRef")
+    if None in (report.traits.uses_subprocesses, report.traits.file_inputs_for_writes):
+        raise ValueError("必须明确是否使用子进程、是否将文件用于写操作")
+    covered = set()
+    for component in report.components:
+        if component.permission != "permitted" or component.license.strip().casefold() in {
+            "",
+            "unknown",
+            "todo",
+            "待补充",
+        }:
+            raise ValueError(f"组件未明确允许市场分发或未提供许可证：{component.name}")
+        _document(directory, files, component.license_file)
+        _document(directory, files, component.source_file)
+        for scope in component.paths:
+            scope = _relative(scope, root_allowed=True)
+            selected = {
+                name
+                for name in files
+                if scope == "." or name == scope or name.startswith(scope + "/")
+            }
+            if not selected:
+                raise ValueError("来源组件声明了不存在的文件范围")
+            covered.update(selected)
+    if set(files) - covered:
+        raise ValueError("市场包有文件未记录来源与分发许可")
+    if set(report.checks) != set(CHECKS):
+        raise ValueError("市场验证项目缺失或包含未知项目")
+    optional = {
+        "tool_contract": manifest.server is None,
+        "timeout_cancel": manifest.server is None,
+        "process_tree": not report.traits.uses_subprocesses,
+        "file_binding": not report.traits.file_inputs_for_writes,
+        "resource_conflicts": not manifest.resources,
+    }
+    for name, record in report.checks.items():
+        if not record.notes.strip():
+            raise ValueError(f"验证项目必须说明实际范围或不适用原因：{name}")
+        if record.status == "not_applicable" and optional.get(name, False):
+            continue
+        if record.status != "passed":
+            raise ValueError(f"市场验证项目未通过：{name}")
+        evidence = _document(directory, files, record.evidence_file)
+        if files[evidence] != record.evidence_sha256:
+            raise ValueError(f"验证记录 SHA256 不一致：{name}")
+    return report

artemis/plugins/models.py

@@ -12,6 +12,8 @@ from packaging.specifiers import SpecifierSet
 from packaging.version import Version
 from pydantic import BaseModel, ConfigDict, Field, SecretStr, field_validator, model_validator
 
+from artemis.plugins.workspace import WorkspaceContribution
+
 Identifier = Annotated[str, Field(pattern=r"^[a-z][a-z0-9_-]{0,47}$")]
 
 
@@ -94,7 +96,7 @@ class EvidenceSource(PluginModel):
 
 
 class PluginManifest(PluginModel):
-    schema_version: Literal[1, 2] = 1
+    schema_version: Literal[1, 2, 3] = 1
     id: Identifier
     name: str = Field(min_length=1, max_length=100)
     version: str
@@ -113,6 +115,7 @@ class PluginManifest(PluginModel):
     targets: list[ExecutionTarget] = Field(default_factory=lambda: ["mixed"])
     observation: PluginObservation | None = None
     capabilities: PluginCapabilities | None = None
+    workspace: WorkspaceContribution | None = None
 
     @field_validator("version")
     @classmethod
@@ -130,14 +133,16 @@ class PluginManifest(PluginModel):
 
     @model_validator(mode="after")
     def has_capability(self):
-        if self.server is None and self.skill is None:
+        if self.server is None and self.skill is None and self.workspace is None:
-            raise ValueError("插件至少需要 MCP 服务或 Skill")
+            raise ValueError("插件至少需要 MCP 服务、Skill 或工作区扩展")
+        if self.workspace is not None and self.schema_version != 3:
+            raise ValueError("工作区扩展需要 schema_version=3")
         for name, field in self.config.items():
             if field.secret and field.default:
                 raise ValueError(f"密钥字段 {name} 不允许默认值")
         if self.schema_version == 1 and self.capabilities is not None:
             raise ValueError("能力契约需要 schema_version=2；旧清单保持兼容")
-        if self.schema_version == 2:
+        if self.schema_version >= 2:
             if self.capabilities is None:
                 raise ValueError("第二版插件必须声明 capabilities")
             if self.observation:

artemis/plugins/recording_process.py

@@ -4,8 +4,8 @@ import ctypes
 from ctypes import wintypes
 
 
-class CaptureProcessJob:
+class ProcessJob:
-    """A non-inheritable job handle: Windows kills captures when its owner exits."""
+    """A non-inheritable job handle that owns a Windows process tree."""
 
     def __init__(self):
         class BasicLimits(ctypes.Structure):
@@ -54,6 +54,12 @@ class CaptureProcessJob:
             ),
             ("OpenProcess", [wintypes.DWORD, wintypes.BOOL, wintypes.DWORD], wintypes.HANDLE),
             ("AssignProcessToJobObject", [wintypes.HANDLE, wintypes.HANDLE], wintypes.BOOL),
+            ("TerminateJobObject", [wintypes.HANDLE, wintypes.UINT], wintypes.BOOL),
+            (
+                "QueryInformationJobObject",
+                [wintypes.HANDLE, ctypes.c_int, wintypes.LPVOID, wintypes.DWORD, wintypes.LPVOID],
+                wintypes.BOOL,
+            ),
             ("CloseHandle", [wintypes.HANDLE], wintypes.BOOL),
         ):
             function = getattr(self._api, name)
@@ -84,3 +90,34 @@ class CaptureProcessJob:
         if self._handle:
             self._api.CloseHandle(self._handle)
             self._handle = None
+
+    def terminate(self):
+        if self._handle and not self._api.TerminateJobObject(self._handle, 1):
+            raise ctypes.WinError(ctypes.get_last_error())
+
+    def active_processes(self) -> int:
+        if not self._handle:
+            return 0
+
+        class Accounting(ctypes.Structure):
+            _fields_ = [
+                ("user_time", ctypes.c_int64),
+                ("kernel_time", ctypes.c_int64),
+                ("period_user_time", ctypes.c_int64),
+                ("period_kernel_time", ctypes.c_int64),
+                ("page_faults", wintypes.DWORD),
+                ("total", wintypes.DWORD),
+                ("active", wintypes.DWORD),
+                ("terminated", wintypes.DWORD),
+            ]
+
+        accounting = Accounting()
+        if not self._api.QueryInformationJobObject(
+            self._handle, 1, ctypes.byref(accounting), ctypes.sizeof(accounting), None
+        ):
+            raise ctypes.WinError(ctypes.get_last_error())
+        return accounting.active
+
+
+# Keep the recording implementation and its callers on the same ownership primitive.
+CaptureProcessJob = ProcessJob

artemis/plugins/sdk.py

@@ -0,0 +1,347 @@
+"""Plugin author helpers; no scheduler, device actions or implicit retries.
+
+Use snapshot_file before approving a write and consume its immutable bytes, not the
+original pathname. run_process owns the tool and its descendants on every exit.
+"""
+
+from __future__ import annotations
+
+import asyncio
+from collections.abc import Iterator, Mapping, Sequence
+from dataclasses import dataclass, field
+import hashlib
+import json
+import math
+import os
+from pathlib import Path
+import re
+import signal
+import stat
+import subprocess
+import sys
+import tempfile
+
+from artemis.plugins.recording_process import ProcessJob
+
+MAX_INPUT_BYTES = 64 * 1024 * 1024
+DEFAULT_OUTPUT_BYTES = 4 * 1024 * 1024
+
+
+class FileVerificationError(ValueError):
+    """The input cannot be bound to its explicitly approved digest."""
+
+
+@dataclass(frozen=True)
+class VerifiedFile:
+    """Bounded, immutable input. No original path is exposed for reopening."""
+
+    data: bytes = field(repr=False)
+    sha256: str = field(init=False)
+
+    def __post_init__(self):
+        if not isinstance(self.data, bytes):
+            raise TypeError("快照内容必须是不可变 bytes")
+        object.__setattr__(self, "sha256", hashlib.sha256(self.data).hexdigest())
+
+    @property
+    def size(self) -> int:
+        return len(self.data)
+
+    def chunks(self, size: int = 256 * 1024) -> Iterator[memoryview]:
+        if type(size) is not int or size <= 0:
+            raise ValueError("分块大小必须是正整数")
+        content = memoryview(self.data)
+        for offset in range(0, len(content), size):
+            yield content[offset : offset + size]
+
+
+def snapshot_file(
+    path: Path | str, expected_sha256: str, *, max_bytes: int = MAX_INPUT_BYTES
+) -> VerifiedFile:
+    """Copy once, then verify the exact bytes that will be consumed by the caller.
+
+    The source must already be authorized by the plugin. This is not a path or
+    permission sandbox. Memory use is bounded by max_bytes plus one read byte.
+    """
+    if type(max_bytes) is not int or max_bytes <= 0:
+        raise ValueError("文件大小上限必须是正整数")
+    if not isinstance(expected_sha256, str) or not re.fullmatch(
+        r"[a-fA-F0-9]{64}", expected_sha256
+    ):
+        raise FileVerificationError("必须明确提供已批准的 SHA256")
+    source = Path(path)
+    if source.is_symlink() or not stat.S_ISREG(source.lstat().st_mode):
+        raise FileVerificationError("输入必须是普通文件，不能是链接或设备")
+    flags = os.O_RDONLY | getattr(os, "O_NOFOLLOW", 0) | getattr(os, "O_NONBLOCK", 0)
+    descriptor = os.open(source, flags)
+    with os.fdopen(descriptor, "rb") as handle:
+        info = os.fstat(handle.fileno())
+        if not stat.S_ISREG(info.st_mode) or info.st_size > max_bytes:
+            raise FileVerificationError("输入不是普通文件或超过大小上限")
+        data = handle.read(max_bytes + 1)
+    if len(data) > max_bytes:
+        raise FileVerificationError("输入超过大小上限")
+    snapshot = VerifiedFile(data)
+    if snapshot.sha256 != expected_sha256.lower():
+        raise FileVerificationError("输入 SHA256 与批准值不一致；不得开始写操作")
+    return snapshot
+
+
+class ManagedProcessError(RuntimeError):
+    """Stable failure metadata. Do not infer a business verdict or retry a write."""
+
+    def __init__(self, code: str, *, may_have_started: bool = True):
+        super().__init__(code)
+        self.error_code = code
+        self.may_have_started = may_have_started
+
+
+class ProcessTimedOut(ManagedProcessError, TimeoutError):
+    pass
+
+
+@dataclass(frozen=True)
+class ProcessResult:
+    returncode: int
+    stdout: bytes = field(repr=False)
+    stderr: bytes = field(repr=False)
+
+
+async def _cleanup(process: asyncio.subprocess.Process, job: ProcessJob | None) -> None:
+    error = None
+    try:
+        if job is not None:
+            job.terminate()
+            async with asyncio.timeout(5):
+                while job.active_processes():
+                    await asyncio.sleep(0.02)
+        elif os.name != "nt":
+            # The bootstrap stays alive until cleanup, pinning the owned PGID.
+            try:
+                os.killpg(process.pid, signal.SIGKILL)
+            except ProcessLookupError:
+                pass
+    except (OSError, TimeoutError) as exc:
+        error = exc
+    finally:
+        if job is not None:
+            job.close()
+        if process.returncode is None:
+            try:
+                process.kill()
+            except ProcessLookupError:
+                pass
+    # Process.wait also waits for pipe EOF. A paused, full output reader must be
+    # drained separately; it cannot serve as evidence that the OS process lives.
+    try:
+        async with asyncio.timeout(5):
+            while process.returncode is None:
+                await asyncio.sleep(0.02)
+    except TimeoutError as exc:
+        error = exc
+    if error is not None:
+        raise ManagedProcessError("process_cleanup_unconfirmed") from error
+
+
+async def _finish_cleanup(task: asyncio.Task[None]) -> None:
+    cancelled = False
+    while not task.done():
+        try:
+            await asyncio.shield(task)
+        except asyncio.CancelledError:
+            cancelled = True
+    task.result()
+    if cancelled:
+        raise asyncio.CancelledError
+
+
+async def _read_output(stream: asyncio.StreamReader, consumed: list[int], limit: int) -> bytes:
+    chunks = []
+    while chunk := await stream.read(65536):
+        consumed[0] += len(chunk)
+        if consumed[0] > limit:
+            raise ManagedProcessError("process_output_limit")
+        chunks.append(chunk)
+    return b"".join(chunks)
+
+
+async def _drain(stream: asyncio.StreamReader | None) -> None:
+    if stream is not None:
+        while await stream.read(65536):
+            pass
+
+
+async def _wait_result(process: asyncio.subprocess.Process, path: Path) -> int:
+    while not path.exists():
+        if process.returncode is not None:
+            raise ManagedProcessError("process_worker_interrupted")
+        await asyncio.sleep(0.02)
+    if path.stat().st_size > 4096:
+        raise ManagedProcessError("process_invalid_status")
+    try:
+        result = json.loads(path.read_text("utf-8"))
+        if not isinstance(result, dict):
+            raise ValueError
+    except (OSError, ValueError) as exc:
+        raise ManagedProcessError("process_invalid_status") from exc
+    if result.get("launch_failed") is True:
+        raise ManagedProcessError("process_launch_failed", may_have_started=False)
+    if type(result.get("returncode")) is not int:
+        raise ManagedProcessError("process_invalid_status")
+    return result["returncode"]
+
+
+async def run_process(
+    argv: Sequence[str],
+    *,
+    cwd: Path | str,
+    timeout: float,
+    env: Mapping[str, str] | None = None,
+    input_data: bytes | None = None,
+    max_output_bytes: int = DEFAULT_OUTPUT_BYTES,
+) -> ProcessResult:
+    """Run one fixed argv without a shell; reclaim descendants even on normal exit.
+
+    Windows assigns a waiting bootstrap to a Job Object *before* it can start the
+    tool. POSIX uses a dedicated session. Cancellation completes cleanup before
+    propagating. Inputs are at most 64 MiB; stdout+stderr share a bounded budget.
+    Return codes/output are tool results, never a test verdict. No retries occur.
+    """
+    if (
+        not isinstance(argv, Sequence)
+        or isinstance(argv, (str, bytes))
+        or not argv
+        or any(not isinstance(arg, str) or "\0" in arg for arg in argv)
+    ):
+        raise ValueError("必须提供固定的 argv 字符串列表，不能使用 shell 命令文本")
+    if not argv[0] or isinstance(timeout, bool) or not math.isfinite(timeout) or timeout <= 0:
+        raise ValueError("启动程序和有限正数超时是必填项")
+    if type(max_output_bytes) is not int or max_output_bytes <= 0:
+        raise ValueError("输出上限必须是正整数")
+    if input_data is not None and (
+        not isinstance(input_data, bytes) or len(input_data) > MAX_INPUT_BYTES
+    ):
+        raise ValueError("标准输入必须是至多 64 MiB 的 bytes")
+    directory = Path(cwd).resolve(strict=True)
+    if not directory.is_dir():
+        raise ValueError("工作目录必须是已存在的目录")
+    control = (
+        json.dumps(
+            {
+                "argv": list(argv),
+                "has_input": input_data is not None,
+                "input_size": len(input_data or b""),
+            }
+        ).encode()
+        + b"\n"
+    )
+    if len(control) > 1024 * 1024:
+        raise ValueError("启动参数超过大小上限")
+    job = None
+    process: asyncio.subprocess.Process | None = None
+    cleanup: asyncio.Task[None] | None = None
+    tasks: list[asyncio.Task] = []
+
+    async def reclaim():
+        nonlocal cleanup
+        if process is None:
+            if job is not None:
+                job.close()
+            return
+        if cleanup is None:
+            cleanup = asyncio.create_task(_cleanup(process, job))
+        await _finish_cleanup(cleanup)
+
+    with tempfile.TemporaryDirectory(prefix="artemis-plugin-process-") as temporary:
+        status = Path(temporary) / "status.json"
+        try:
+            job = ProcessJob() if os.name == "nt" else None
+        except OSError as exc:
+            raise ManagedProcessError("process_ownership_failed", may_have_started=False) from exc
+        launch = asyncio.create_task(
+            asyncio.create_subprocess_exec(
+                sys.executable,
+                "-I",
+                "-B",
+                str(Path(__file__).with_name("_process_worker.py")),
+                str(status),
+                str(os.getpid()),
+                cwd=str(directory),
+                env=dict(env) if env is not None else None,
+                stdin=asyncio.subprocess.PIPE,
+                stdout=asyncio.subprocess.PIPE,
+                stderr=asyncio.subprocess.PIPE,
+                creationflags=subprocess.CREATE_NO_WINDOW if os.name == "nt" else 0,
+                start_new_session=os.name != "nt",
+            )
+        )
+        try:
+            cancelled = False
+            while process is None:
+                try:
+                    process = await asyncio.shield(launch)
+                except asyncio.CancelledError:
+                    cancelled = True
+                except OSError as exc:
+                    raise ManagedProcessError(
+                        "process_launch_failed", may_have_started=False
+                    ) from exc
+            if cancelled:
+                raise asyncio.CancelledError
+            if job is not None:
+                try:
+                    job.assign(process.pid)
+                except OSError as exc:
+                    raise ManagedProcessError(
+                        "process_ownership_failed", may_have_started=False
+                    ) from exc
+            stdin, stdout, stderr = process.stdin, process.stdout, process.stderr
+            assert stdin is not None and stdout is not None and stderr is not None
+            consumed = [0]
+
+            async def feed():
+                try:
+                    stdin.write(control)
+                    await stdin.drain()
+                    if input_data:
+                        stdin.write(input_data)
+                        await stdin.drain()
+                except (BrokenPipeError, ConnectionResetError):
+                    pass
+                finally:
+                    stdin.close()
+
+            async def wait_tool():
+                code = await _wait_result(process, status)
+                await reclaim()
+                return code
+
+            tasks = [
+                asyncio.create_task(feed()),
+                asyncio.create_task(_read_output(stdout, consumed, max_output_bytes)),
+                asyncio.create_task(_read_output(stderr, consumed, max_output_bytes)),
+                asyncio.create_task(wait_tool()),
+            ]
+            try:
+                _, stdout, stderr, code = await asyncio.wait_for(asyncio.gather(*tasks), timeout)
+            except TimeoutError as exc:
+                raise ProcessTimedOut("process_timeout") from exc
+            return ProcessResult(code, stdout, stderr)
+        finally:
+            for task in tasks:
+                task.cancel()
+
+            async def finalize():
+                try:
+                    await reclaim()
+                finally:
+                    await asyncio.gather(*tasks, return_exceptions=True)
+                    if process is not None:
+                        try:
+                            async with asyncio.timeout(5):
+                                await asyncio.gather(_drain(process.stdout), _drain(process.stderr))
+                                await process.wait()
+                        except TimeoutError as exc:
+                            raise ManagedProcessError("process_cleanup_unconfirmed") from exc
+
+            await _finish_cleanup(asyncio.create_task(finalize()))

artemis/plugins/sdk_checks.py

@@ -0,0 +1,212 @@
+"""Run opt-in, offline SDK fault regressions in temporary directories only."""
+
+import argparse
+import asyncio
+from contextlib import suppress
+import hashlib
+import json
+from pathlib import Path
+import sys
+import tempfile
+import time
+
+import psutil
+
+from artemis.plugins.evidence import decode_receipt, persist_attachments
+from artemis.plugins.models import PluginCallResult
+from artemis.plugins.sdk import (
+    FileVerificationError,
+    ManagedProcessError,
+    ProcessTimedOut,
+    run_process,
+    snapshot_file,
+)
+
+PROBE = Path(__file__).with_name("_sdk_probe.py").resolve()
+
+
+def _require(condition, message):
+    if not condition:
+        raise AssertionError(message)
+
+
+def _owned_process(marker: Path, started: float):
+    if not marker.exists():
+        return None
+    pid = json.loads(marker.read_text("utf-8"))["pid"]
+    try:
+        process = psutil.Process(pid)
+        if process.status() == psutil.STATUS_ZOMBIE:
+            return None
+        _require(process.create_time() >= started - 1, "测试 PID 的启动时间不匹配")
+        _require(str(PROBE) in process.cmdline(), "测试 PID 的脚本身份不匹配")
+        return process
+    except psutil.NoSuchProcess:
+        return None
+
+
+async def _tree_case(root: Path, mode: str):
+    marker = root / f"{mode}.json"
+    started = time.time()
+    task = asyncio.create_task(
+        run_process(
+            [
+                sys.executable,
+                "-I",
+                "-B",
+                str(PROBE),
+                "tree",
+                str(marker),
+                "exit" if mode == "normal" else "linger",
+            ],
+            cwd=root,
+            timeout=2 if mode == "timeout" else 10,
+        )
+    )
+    try:
+        if mode == "cancel":
+            async with asyncio.timeout(5):
+                while not marker.exists() and not task.done():
+                    await asyncio.sleep(0.02)
+            _require(marker.exists(), "取消探针没有启动")
+            task.cancel()
+            try:
+                await task
+            except asyncio.CancelledError:
+                pass
+            else:
+                raise AssertionError("取消没有传播")
+        elif mode == "timeout":
+            try:
+                await task
+            except ProcessTimedOut:
+                pass
+            else:
+                raise AssertionError("超时没有生效")
+        else:
+            result = await task
+            _require(result.returncode == 0, "模拟工具异常退出")
+        _require(marker.exists(), "后代进程探针没有启动")
+        async with asyncio.timeout(3):
+            while _owned_process(marker, started) is not None:
+                await asyncio.sleep(0.02)
+    finally:
+        if not task.done():
+            task.cancel()
+        with suppress(asyncio.CancelledError, ManagedProcessError):
+            await task
+        # Failing implementations must not leave the fault suite's own sleeper alive.
+        process = _owned_process(marker, started)
+        if process is not None:
+            process.kill()
+            process.wait(timeout=5)
+
+
+async def run_checks() -> dict:
+    checks = []
+    with tempfile.TemporaryDirectory(prefix="artemis-sdk-faults-") as temporary:
+        root = Path(temporary)
+        source = root / "synthetic.rom"
+        approved = b"approved firmware bytes\x00\xff"
+        source.write_bytes(approved)
+        digest = hashlib.sha256(approved).hexdigest()
+        snapshot = snapshot_file(source, digest)
+        for replacement in (b"X" * len(approved), b"", b"Y" * (len(approved) + 10)):
+            source.write_bytes(replacement)
+            _require(b"".join(snapshot.chunks(3)) == approved, "快照受原文件修改影响")
+            try:
+                snapshot_file(source, digest)
+            except FileVerificationError:
+                pass
+            else:
+                raise AssertionError("摘要不符仍被接收")
+        _require(all(part.readonly for part in snapshot.chunks()), "分块内容可被修改")
+        checks.append("file_replacement_truncation_growth_and_digest")
+        result = await run_process(
+            [sys.executable, "-I", "-B", str(PROBE), "echo"],
+            cwd=root,
+            timeout=5,
+            input_data=snapshot.data,
+        )
+        _require(
+            result.stdout == approved and result.stderr == b"synthetic-stderr",
+            "二进制输入输出不一致",
+        )
+        checks.append("binary_input_and_separate_output")
+        failed = await run_process(
+            [sys.executable, "-I", "-B", str(PROBE), "failure"], cwd=root, timeout=5
+        )
+        _require(failed.returncode == 7, "非零退出码被隐藏")
+        checks.append("nonzero_returncode")
+        for mode in ("normal", "timeout", "cancel"):
+            await _tree_case(root, mode)
+            checks.append(f"descendants_reclaimed_on_{mode}")
+        try:
+            await run_process(
+                [sys.executable, "-I", "-B", str(PROBE), "overflow"],
+                cwd=root,
+                timeout=5,
+                max_output_bytes=1024,
+            )
+        except ManagedProcessError as exc:
+            _require(exc.error_code == "process_output_limit", "输出超限错误类型不正确")
+        else:
+            raise AssertionError("输出超限没有停止")
+        checks.append("output_limit_stops_process")
+        trace = root / "synthetic-trace"
+        artifacts = trace / "artifacts/plugins/sdk-faults"
+        artifacts.mkdir(parents=True)
+        sample = artifacts / "sample.txt"
+        sample.write_bytes(b"synthetic evidence")
+        receipt = {"name": sample.name, "sha256": hashlib.sha256(sample.read_bytes()).hexdigest()}
+        _require(len(persist_attachments(trace, "sdk-faults", [receipt])) == 1, "附件未被回读")
+        for invalid in ({**receipt, "sha256": "0" * 64}, {**receipt, "name": "../outside.txt"}):
+            try:
+                persist_attachments(trace, "sdk-faults", [invalid])
+            except ValueError:
+                pass
+            else:
+                raise AssertionError("证据摘要不符或路径穿越未拒绝")
+        checks.append("evidence_hash_and_path_rejection")
+        for execution in ("partial", "unknown"):
+            outcome = PluginCallResult(
+                status="success",
+                structured_content={
+                    "artemis": {
+                        "version": 1,
+                        "execution": execution,
+                        "side_effect": "possible",
+                        "retryable": True,
+                    }
+                },
+            )
+            decode_receipt(outcome)
+            _require(
+                not outcome.retryable and outcome.requires_observation, "不确定写操作被允许重试"
+            )
+        checks.append("partial_unknown_never_authorize_retries")
+    return {
+        "status": "passed",
+        "scope": "sdk_faults_only",
+        "python": sys.version.split()[0],
+        "platform": sys.platform,
+        "checks": checks,
+        "real_device_actions": False,
+    }
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--json-output", type=Path)
+    args = parser.parse_args()
+    result = asyncio.run(run_checks())
+    if args.json_output:
+        args.json_output.write_text(
+            json.dumps(result, ensure_ascii=False, indent=2) + "\n", "utf-8"
+        )
+    print(json.dumps(result, ensure_ascii=False))
+    print("仅验证 SDK 自身；插件仍需对真实入口做故障注入、证据与任务验收。")
+
+
+if __name__ == "__main__":
+    main()

artemis/plugins/store.py

@@ -105,6 +105,7 @@ class PluginStore:
             if not existing:
                 profile = PluginProfile(
                     is_default=True,
+                    authorized=manifest.server is None and manifest.skill is None,
                     values={k: v.default for k, v in manifest.config.items() if not v.secret},
                 )
                 db.execute(
@@ -236,6 +237,8 @@ class PluginStore:
     def selections(self, target: str = "mixed") -> list[PluginSelection]:
         selections = []
         for plugin in self.list():
+            if not plugin["manifest"].get("server") and not plugin["manifest"].get("skill"):
+                continue
             if not plugin["enabled"] or not self._supports_task(
                 plugin["manifest"].get("targets", ["mixed"]), target
             ):
@@ -264,6 +267,8 @@ class PluginStore:
         pinned = []
         for choice in self.selections(target) if selections is None else selections:
             manifest, profile, _ = self.resolve(choice)
+            if manifest.server is None and manifest.skill is None:
+                raise ValueError(f"插件 {manifest.name} 是工作区扩展，无需加入执行任务")
             if not self._supports_task(manifest.targets, target):
                 raise ValueError(f"插件 {manifest.name} 不支持 {target} 任务")
             pinned.append(

artemis/plugins/validation.py

@@ -0,0 +1,157 @@
+"""Plugin development checks and a separate market materials gate."""
+
+import argparse
+import asyncio
+import json
+from pathlib import Path
+
+from pydantic import ValidationError
+
+from artemis.plugins.evidence import validate_tools
+from artemis.plugins.market import (
+    REPORT_NAME,
+    content_fingerprint,
+    draft_submission,
+    package_directory,
+    package_files,
+    validate_submission,
+)
+from artemis.plugins.models import PluginManifest, PluginProfile
+from artemis.plugins.session import PluginSession, resolve_server
+from artemis.plugins.store import contained_path
+
+
+async def check(
+    directory: Path,
+    live: bool,
+    values: dict[str, str],
+    *,
+    market: bool = False,
+    fingerprint: bool = False,
+    prepare_market: bool = False,
+) -> dict:
+    if prepare_market and not directory.is_dir():
+        raise ValueError("请在插件目录生成市场草稿，再打包 ZIP")
+    with package_directory(directory) as (root, archive_sha256):
+        manifest = PluginManifest.model_validate_json((root / "plugin.json").read_text("utf-8"))
+        manifest.check_compatible()
+        if manifest.skill:
+            skill = contained_path(root, manifest.skill)
+            if (
+                not skill.is_file()
+                or skill.stat().st_size > 256 * 1024
+                or not skill.read_text("utf-8").strip()
+            ):
+                raise ValueError("缺少有效的 Skill 或超过大小限制")
+        if manifest.schema_version not in {2, 3}:
+            raise ValueError("新市场插件必须适配 schema_version=2 或 3")
+        if any(name not in manifest.config or manifest.config[name].secret for name in values):
+            raise ValueError("--values 只能包含清单中声明的普通配置，不得包含密钥")
+        files = package_files(root) if market or fingerprint or prepare_market else None
+        if prepare_market:
+            assert files is not None
+            draft = draft_submission(manifest, files)
+            with (root / REPORT_NAME).open("x", encoding="utf-8") as handle:
+                handle.write(json.dumps(draft, ensure_ascii=False, indent=2) + "\n")
+            return {
+                "status": "draft",
+                "plugin_id": manifest.id,
+                "version": manifest.version,
+                "content_sha256": draft["content_sha256"],
+            }
+        submission = None
+        if market:
+            assert files is not None
+            submission = validate_submission(root, manifest, files)
+        handshake = bool((live or market) and manifest.server)
+        if handshake:
+            server = resolve_server(manifest, PluginProfile(values=values), root)
+            server.env["PYTHONDONTWRITEBYTECODE"] = "1"
+            session = await PluginSession(server, root).start()
+            try:
+                validate_tools(manifest, session.tools)
+            finally:
+                await session.aclose()
+            if files is not None and package_files(root) != files:
+                raise ValueError("MCP 握手期间包内容发生变化，检查记录失效")
+            if market:
+                assert files is not None
+                if validate_submission(root, manifest, files) != submission:
+                    raise ValueError("MCP 握手期间市场记录发生变化，检查记录失效")
+        result = {
+            "status": "passed",
+            "plugin_id": manifest.id,
+            "version": manifest.version,
+            "scope": "market_materials" if market else "development",
+            "mcp_handshake": handshake,
+        }
+        if files is not None:
+            result["content_sha256"] = content_fingerprint(files)
+        if archive_sha256 is not None:
+            result["archive_sha256"] = archive_sha256
+        return result
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("directory", type=Path, help="插件目录或 ZIP；不会安装到现有插件库")
+    parser.add_argument(
+        "--live", action="store_true", help="仅启动/关闭 MCP 并核对声明，不调用工具"
+    )
+    parser.add_argument("--values", default="{}", help="普通配置 JSON；不得包含密钥")
+    modes = parser.add_mutually_exclusive_group()
+    modes.add_argument(
+        "--market", action="store_true", help="核对市场分发、内容绑定和验收材料，含 MCP 握手"
+    )
+    modes.add_argument(
+        "--prepare-market", action="store_true", help="创建未验证的 MARKET.json 草稿，不覆盖旧文件"
+    )
+    modes.add_argument(
+        "--fingerprint", action="store_true", help="输出包内容摘要；不宣称市场验收通过"
+    )
+    parser.add_argument("--json-output", type=Path, help="将检查结果写到包外 JSON 文件")
+    args = parser.parse_args()
+    result = {}
+    can_write = True
+    try:
+        if args.json_output and (
+            args.json_output.resolve() == args.directory.resolve()
+            or (
+                args.directory.is_dir()
+                and args.json_output.resolve().is_relative_to(args.directory.resolve())
+            )
+        ):
+            can_write = False
+            raise ValueError("检查输出必须在插件包之外，不能覆盖输入包")
+        values = json.loads(args.values)
+        if not isinstance(values, dict) or any(not isinstance(v, str) for v in values.values()):
+            raise ValueError("--values 必须是字符串值的 JSON 对象")
+        result = asyncio.run(
+            check(
+                args.directory.resolve(),
+                args.live,
+                values,
+                market=args.market,
+                fingerprint=args.fingerprint,
+                prepare_market=args.prepare_market,
+            )
+        )
+    except (ValueError, OSError, RuntimeError) as exc:
+        message = (
+            "输入格式或清单/市场材料字段不合法"
+            if isinstance(exc, (json.JSONDecodeError, ValidationError))
+            else str(exc)
+        )
+        result = {"status": "failed", "error": message}
+    if args.json_output and can_write:
+        args.json_output.write_text(
+            json.dumps(result, ensure_ascii=False, indent=2) + "\n", "utf-8"
+        )
+    print(json.dumps(result, ensure_ascii=False))
+    print("检查范围不包括源码正确性与真实业务通过；市场材料仍需来源审查和真实任务验收。")
+    if result["status"] == "failed":
+        raise SystemExit(1)
+
+
+if __name__ == "__main__":
+    main()

artemis/plugins/workspace.py

@@ -0,0 +1,68 @@
+"""Declarative workspace contributions; no plugin JavaScript or model execution."""
+
+from typing import Literal
+
+from pydantic import BaseModel, ConfigDict, Field, model_validator
+
+
+class WorkspaceModel(BaseModel):
+    model_config = ConfigDict(extra="forbid")
+
+
+class PanelWidth(WorkspaceModel):
+    preferred: int = Field(default=340, ge=200, le=1000)
+    minimum: int = Field(default=240, ge=160, le=800)
+    maximum: int = Field(default=480, ge=200, le=1200)
+
+    @model_validator(mode="after")
+    def ordered(self):
+        if not self.minimum <= self.preferred <= self.maximum:
+            raise ValueError("面板宽度必须满足 minimum ≤ preferred ≤ maximum")
+        return self
+
+
+class WorkspaceField(WorkspaceModel):
+    id: str = Field(pattern=r"^[a-z][a-z0-9_]{0,47}$")
+    label: str = Field(min_length=1, max_length=100)
+    description: str = Field(default="", max_length=1000)
+    kind: Literal["choice", "text"]
+    options: list[str] = Field(default_factory=list, max_length=12)
+    max_length: int = Field(default=2000, ge=1, le=10000)
+    report: bool = True
+
+    @model_validator(mode="after")
+    def valid_options(self):
+        if self.kind == "choice" and not self.options:
+            raise ValueError("选择字段必须声明 options")
+        if self.kind == "text" and self.options:
+            raise ValueError("文本字段不接受 options")
+        if len(set(self.options)) != len(self.options) or any(
+            not option.strip() or len(option) > min(100, self.max_length) for option in self.options
+        ):
+            raise ValueError("选项必须非空、唯一且不超过长度限制")
+        return self
+
+
+class WorkspacePanel(WorkspaceModel):
+    id: str = Field(pattern=r"^[a-z][a-z0-9_]{0,47}$")
+    title: str = Field(min_length=1, max_length=100)
+    side: Literal["left", "right"]
+    kind: Literal["initial_prompt", "original_case", "form"]
+    width: PanelWidth = Field(default_factory=PanelWidth)
+
+
+class WorkspaceContribution(WorkspaceModel):
+    panels: list[WorkspacePanel] = Field(min_length=1, max_length=2)
+    fields: list[WorkspaceField] = Field(default_factory=list, max_length=20)
+
+    @model_validator(mode="after")
+    def unique_contributions(self):
+        if len({panel.id for panel in self.panels}) != len(self.panels) or len(
+            {panel.kind for panel in self.panels}
+        ) != len(self.panels):
+            raise ValueError("面板 id 和 kind 不得重复")
+        if len({field.id for field in self.fields}) != len(self.fields):
+            raise ValueError("工作区字段 id 不得重复")
+        if bool(self.fields) != any(panel.kind == "form" for panel in self.panels):
+            raise ValueError("表单面板与 fields 必须同时声明")
+        return self

artemis/resources/config/artemis.jsonc

@@ -35,7 +35,7 @@
   },
   "agent": {
     "exploration": {
-      "model": "${env:ARTEMIS_EXPLORATION_MODEL:-gpt-6.1-sol}",
+      "model": "${env:ARTEMIS_EXPLORATION_MODEL:-gpt-6.1-terra}",
       "reasoning_effort": "${env:ARTEMIS_EXPLORATION_REASONING_EFFORT:-high}",
       "timeout_seconds": "${env:ARTEMIS_EXPLORATION_TIMEOUT_SECONDS:-1800}",
       "demonstration_timeout_seconds": "${env:ARTEMIS_DEMONSTRATION_TIMEOUT_SECONDS:-900}",

artemis/runtime/awake_service.py

@@ -101,7 +101,10 @@ def _configure_usb_stay_awake(device_id: str) -> str | None:
     # Migration cleanup belongs to the long-lived host. A queued task worker
     # must not wait on another process's optional legacy wake-lock cleanup.
     if os.environ.get("ARTEMIS_TASK_WORKER") != "1":
-        ScreenAwakeLease(device_id).cleanup_unowned_references()
+        try:
+            ScreenAwakeLease(device_id).cleanup_unowned_references()
+        except OSError as exc:
+            logger.warning(f"Could not prepare optional legacy awake cleanup on {device_id}: {exc}")
 
     commands = (
         (
@@ -209,6 +212,7 @@ class ScreenAwakeService:
         self._monitor_thread: threading.Thread | None = None
         self._shutdown_requested = False
         self._owners: dict[str, FileLock] = {}
+        self._ownership_warnings: set[str] = set()
 
     def start(self, device_ids: Iterable[str] | None = None) -> dict[str, str | None]:
         if self._shutdown_requested:
@@ -241,13 +245,24 @@ class ScreenAwakeService:
             existing = self._strategies.get(device_id)
             if existing is not None:
                 return existing
-            owner = _owner_lock(device_id)
             try:
+                owner = _owner_lock(device_id)
                 owner.acquire(timeout=0)
             except Timeout:
                 # Do not cache a follower as owner: discovery can take over if
                 # the process holding the OS lock exits or releases the device.
                 return None
+            except OSError as exc:
+                # Awake is optional. Never bypass ownership or let an ACL / I/O
+                # failure abort device connection, resume, or the host monitor.
+                if device_id not in self._ownership_warnings:
+                    logger.warning(
+                        f"Could not acquire awake ownership on {device_id}; skipping optional "
+                        f"stay-awake policy: {exc}"
+                    )
+                    self._ownership_warnings.add(device_id)
+                return None
+            self._ownership_warnings.discard(device_id)
             try:
                 strategy = _configure_usb_stay_awake(device_id)
             except BaseException:

artemis/runtime/helper_manager.py

@@ -77,6 +77,8 @@ from typing import Any
 import urllib.error
 import urllib.request
 
+from filelock import FileLock
+
 from artemis.config.constants import ENV_ARTEMIS_HELPER_AUTO_INSTALL
 from artemis.config.paths import get_temp_dir
 from artemis.runtime.adb_endpoint import adb_command
@@ -323,7 +325,7 @@ class AccessibilityHelperManager:
             if re.fullmatch(r"[0-9a-f]{32,128}", text):
                 self._token = text
                 return text
-        except OSError:
+        except FileNotFoundError:
             pass
         token = secrets.token_hex(24)
         try:
@@ -550,6 +552,15 @@ class AccessibilityHelperManager:
         root.mkdir(parents=True, exist_ok=True)
         digest = hashlib.sha256(serial.encode("utf-8")).hexdigest()[:16]
         path = root / f"{digest}.mutex"
+        # An age-based lease alone can be stolen from a live, delayed owner.
+        # Retain the legacy lease for coexistence with older Artemis processes,
+        # but serialize current processes with a kernel lock released on exit.
+        with FileLock(path.with_suffix(".guard"), timeout=_PROVISION_MUTEX_TIMEOUT_SECONDS):
+            with self._legacy_provision_mutex(path, serial):
+                yield
+
+    @contextmanager
+    def _legacy_provision_mutex(self, path: Path, serial: str):
         started = time.monotonic()
         while True:
             try:

artemis/sdk/agent.py

@@ -209,7 +209,10 @@ class Agent:
             raise ValueError("任务目标必须是 android、computer 或 mixed")
         self._execution_target = execution_target
         if execution_target == "computer":
+            from artemis.platform import platform as pal_platform
+
             self._device_context = DeviceContext(
+                host_platform=pal_platform.os_type.name,
                 device_id="computer:local",
                 mobile_platform=DevicePlatform.COMPUTER,
                 device_width=0,
@@ -584,6 +587,7 @@ class Agent:
                 or getattr(getattr(task, "request", None), "task_name", None)
             )
             device_lock = None
+            execution_started = False
             try:
                 # Construct the runtime only inside the task's cleanup boundary. A
                 # cancelled queue wait or setup failure must not leave version pins.
@@ -761,6 +765,7 @@ class Agent:
                     publish_startup_progress(
                         "environment_ready", "Device environment is ready", session_id=str(sess_id)
                     )
+                    execution_started = True
                     try:
                         if request.profile and request.profile.lower() == "flash":
                             logger.info(f"[{task_name}] Invoking FlashRunner reactive loop...")
@@ -792,7 +797,7 @@ class Agent:
 
                             status = flash_result.get("status")
                             if status == "completed":
-                                logger.info(f"✅ Automation '{task_name}' is success ✅")
+                                logger.info(f"Automation '{task_name}' execution completed.")
                                 await task.finalize(content=output, state=last_state_snapshot)
                                 if context.data_engine:
                                     context.data_engine.end_session("completed")
@@ -907,7 +912,7 @@ class Agent:
                                     " see the test summary."
                                 )
                             else:
-                                logger.info(f"✅ Automation '{task_name}' is success ✅")
+                                logger.info(f"Automation '{task_name}' execution completed.")
                             await task.finalize(content=output, state=last_state_snapshot)
                             if context.data_engine:
                                 context.data_engine.end_session("completed")
@@ -972,7 +977,11 @@ class Agent:
                 from artemis.runtime.task_result import save_failure_result
 
                 if sess_id:
-                    save_failure_result(str(sess_id), err)
+                    save_failure_result(
+                        str(sess_id),
+                        err,
+                        code="execution_failed" if execution_started else "initialization_failed",
+                    )
                 if context.data_engine:
                     context.data_engine.end_session("failed")
 
@@ -1681,13 +1690,15 @@ def attach_test_summary(output, run_outcome: dict | None):
 
 
 def resolve_trace_suffix(task_status: str, run_outcome: dict | None) -> str:
-    """Trace naming: assertion failures must be distinguishable from _PASS."""
+    """Keep execution and the independently verified test verdict distinct."""
     if task_status != "completed":
         return "_FAIL"
     tests = (run_outcome or {}).get("tests") or {}
-    if (
+    verdict = ((run_outcome or {}).get("test_result") or {}).get("status")
-        int(tests.get("failed", 0)) > 0
+    if verdict == "blocked":
-        or ((run_outcome or {}).get("test_result") or {}).get("status") == "failed"
+        return "_BLOCKED"
-    ):
+    if verdict == "inconclusive":
+        return "_UNVERIFIED"
+    if verdict == "failed" or int(tests.get("failed", 0)) > 0:
         return "_TESTFAIL"
-    return "_PASS"
+    return "_PASS" if verdict == "passed" else "_UNVERIFIED"

artemis/services/llm.py

@@ -317,12 +317,32 @@ async def _wait_for_resume(pause_file: Path) -> bool:
     """Wait for the pause file to be cleared. Returns False on deadline."""
     deadline = float(getattr(settings, "LLM_PAUSE_TIMEOUT_SECONDS", 0.0) or 0.0)
     waited = 0.0
-    while pause_file.exists():
+    try:
-        if deadline > 0 and waited >= deadline:
+        owned = pause_file.stat()
-            return False
+    except FileNotFoundError:
-        await asyncio.sleep(1)
+        return True
-        waited += 1
+    try:
-    return True
+        while pause_file.exists():
+            if deadline > 0 and waited >= deadline:
+                return False
+            await asyncio.sleep(1)
+            waited += 1
+        return True
+    finally:
+        # Cancellation (stop, guidance, outer deadline) also ends this wait.
+        # Do not leave a global pause behind or remove a newer request's pause.
+        try:
+            current = pause_file.stat()
+            if (current.st_ino, current.st_mtime_ns, current.st_size) == (
+                owned.st_ino,
+                owned.st_mtime_ns,
+                owned.st_size,
+            ):
+                pause_file.unlink(missing_ok=True)
+        except FileNotFoundError:
+            pass
+        except OSError as exc:
+            llm_logger.warning("Could not clear finished LLM pause: %s", exc)
 
 
 async def _wait_for_breaker(key: str) -> None:
@@ -361,7 +381,7 @@ async def _run_with_recovery[T](
       immediately: retrying cannot help and pausing would hang the task.
     - When retryable attempts are exhausted: if a fallback model is waiting
       (with_fallback), raise LLMExhaustedError so it takes over immediately;
-      final acceptance also raises instead of pausing an already-finished task.
+      final acceptance and invalid output also raise instead of globally pausing.
       Other calls pause (bounded by settings.LLM_PAUSE_TIMEOUT_SECONDS) and
       retry the same request on resume.
     """
@@ -450,7 +470,7 @@ async def _run_with_recovery[T](
                     )
                     if failure.category is FailureCategory.INVALID_OUTPUT:
                         # One fresh response can recover a generation loop. Repeated
-                        # runaway output must reach the existing fallback/pause path,
+                        # runaway output must reach fallback or fail this request,
                         # even when ordinary network retries are configured higher.
                         max_attempts = min(
                             max_attempts, total_attempts + max(0, policy.max_attempts - attempt)
@@ -485,7 +505,11 @@ async def _run_with_recovery[T](
                     ACTIVE_ATTEMPT.reset(observation_token)
 
             # Retryable attempts exhausted.
-            if _FALLBACK_AVAILABLE.get() or ACTIVE_FINAL_REVIEW.get() is not None:
+            if (
+                _FALLBACK_AVAILABLE.get()
+                or ACTIVE_FINAL_REVIEW.get() is not None
+                or last_failure.category is FailureCategory.INVALID_OUTPUT
+            ):
                 if failed_endpoints is not None and endpoint_key:
                     failed_endpoints[endpoint_key] = last_error
                 _record_llm_event(
@@ -494,7 +518,11 @@ async def _run_with_recovery[T](
                         "error": str(last_error)[:1000],
                         "category": last_failure.category.value,
                         "retryable": True,
-                        "handover": "fallback" if _FALLBACK_AVAILABLE.get() else "final_review_end",
+                        "handover": "fallback"
+                        if _FALLBACK_AVAILABLE.get()
+                        else "final_review_end"
+                        if ACTIVE_FINAL_REVIEW.get() is not None
+                        else "task_failed",
                     },
                     status="failed",
                 )
@@ -510,10 +538,6 @@ async def _run_with_recovery[T](
                 "LLM pause deadline"
                 f" ({settings.LLM_PAUSE_TIMEOUT_SECONDS:.0f}s) exceeded; giving up."
             )
-            try:
-                pause_file.unlink(missing_ok=True)
-            except OSError:
-                pass
             raise LLMExhaustedError(
                 str(last_error), failure=last_failure, cause=last_error
             ) from last_error
@@ -670,7 +694,12 @@ class RobustChatModelWrapper:
         engine = self.ctx.data_engine if self.ctx else None
         if engine is None:
             engine = _get_current_data_engine()
-        record_llm_usage(engine, response, source=self._endpoint_key())
+        record_llm_usage(
+            engine,
+            response,
+            source=self._endpoint_key(),
+            model=self.endpoint.model_name if self.endpoint else None,
+        )
 
     def _diagnostics(self, args, kwargs):
         prefix = None
@@ -1232,7 +1261,7 @@ async def _with_fallback[T](
         )
 
     # The contextvar must be reset BEFORE fallback_call runs: the fallback has
-    # no further fallback behind it, so its own exhaustion should pause.
+    # no further fallback behind it, so apply its category's terminal policy.
     fallback_token = _FALLBACK_AVAILABLE.set(True)
     try:
         result = await main_call()

artemis/services/token_meter.py

@@ -224,6 +224,7 @@ def record_llm_usage(
     response: Any,
     *,
     source: str | None = None,
+    model: str | None = None,
     update_last_prompt: bool = True,
 ) -> dict | None:
     """Meters one LLM response and records an ``llm_usage`` trace, best-effort.
@@ -251,6 +252,8 @@ def record_llm_usage(
         }
         if source:
             payload["source"] = source
+        if model:
+            payload["model"] = model
         node = CURRENT_NODE_NAME.get()
         if node:
             payload["node"] = str(node)

artemis/utils/credentials_validator.py

@@ -17,6 +17,7 @@
 import httpx
 
 from artemis.config.settings import settings
+from artemis.llm.http import model_http_options
 
 from artemis.utils.logger import get_logger
 
@@ -91,7 +92,8 @@ async def validate_api_key(
 
     try:
         async with httpx.AsyncClient(
-            timeout=timeout if timeout is not None else settings.ARTEMIS_CREDENTIAL_TIMEOUT_SECONDS
+            timeout=timeout if timeout is not None else settings.ARTEMIS_CREDENTIAL_TIMEOUT_SECONDS,
+            **(model_http_options() if clean_provider == "openai" else {}),
         ) as client:
             if clean_provider in ("ocr", "vision", "google_vision"):
                 # Test Google Cloud Vision OCR API

config/artemis.jsonc

@@ -35,7 +35,7 @@
   },
   "agent": {
     "exploration": {
-      "model": "${env:ARTEMIS_EXPLORATION_MODEL:-gpt-6.1-sol}",
+      "model": "${env:ARTEMIS_EXPLORATION_MODEL:-gpt-6.1-terra}",
       "reasoning_effort": "${env:ARTEMIS_EXPLORATION_REASONING_EFFORT:-high}",
       "timeout_seconds": "${env:ARTEMIS_EXPLORATION_TIMEOUT_SECONDS:-1800}",
       "demonstration_timeout_seconds": "${env:ARTEMIS_DEMONSTRATION_TIMEOUT_SECONDS:-900}",

docs/ai-automation.md

@@ -60,7 +60,7 @@ MCP 同步仅检查 `$CODEX_HOME/config.toml`；未设置或为空时使用当
 
 报告按任务或批次归档到 `artifacts/mcp_exports/`，包含本地路径及服务下载链接；删除批次时会清理对应导出副本。运行中导出是快照；执行完成不等于验证通过，报告会保留未验证、失败、跳过与中断状态。
 
-新安装模型默认使用 `gpt-6-luna`，预设 `gpt-6-luna`、`gpt-6.1-sol`、`gpt-6-astra`、`mimo-v2.6-pro`；首页、兜底模型与精选任务使用统一选择控件，也支持自定义模型名称。已保存的模型配置保留。思考强度最高支持 `max`，默认 `high`，选“由模型默认”不发送该参数；接口不支持时明确报错。单次请求 300 秒，首次失败后最多再试 5 次，普通错误每次等待 10 秒，429 每次等待 60 秒，SDK 不叠加重试。首选模型连续 3 次没有有效工具调用时，当前步骤改用 `gpt-6-luna`（high），最多再试 3 次；下一步重新使用首选模型。兜底模型及次数可通过 `.env.example` 中的 `OPENAI_TOOL_FALLBACK_*` 和 `ARTEMIS_TOOL_FALLBACK_MAX_NO_PROGRESS_ATTEMPTS` 配置。请求耗尽后沿用任务暂停/恢复机制，鉴权或非法参数立即失败。视频分析与录屏是独立开关，默认均关闭。每项批量用例可覆盖模式、模型、设备、录屏和超时等配置，不影响其他任务。暂停先返回 `pausing`，确认状态为 `task_paused` 才表示设备已释放；Pro 等待模型回复或只读诊断时可及时中断，恢复后重新观察设备。AI 可用 `mobile_manage_task(action="inject_instruction")` 提交指导并恢复；指导由执行器在安全检查点领取，可能中断当前模型等待并重新观察设备；接收回执不保证任务结束前已消费，已经开始的设备动作会安全结束。用 `guidance_history` 核对指导是否被领取、在任务流程中核对实际执行情况，或用 `resume` 单独恢复。
+新安装模型默认使用 `gpt-6-luna`，预设 `gpt-6-luna`、`gpt-6.1-terra`、`gpt-6.1-sol`、`gpt-6-astra`、`mimo-v2.6-pro`；首页、兜底模型与精选任务使用统一选择控件，也支持自定义模型名称。已保存的模型配置保留。思考强度最高支持 `max`，默认 `high`，选“由模型默认”不发送该参数；接口不支持时明确报错。单次请求 300 秒，首次失败后最多再试 5 次，普通错误每次等待 10 秒，429 每次等待 60 秒，SDK 不叠加重试。首选模型连续 3 次没有有效工具调用时，当前步骤改用 `gpt-6-luna`（high），最多再试 3 次；下一步重新使用首选模型。兜底模型及次数可通过 `.env.example` 中的 `OPENAI_TOOL_FALLBACK_*` 和 `ARTEMIS_TOOL_FALLBACK_MAX_NO_PROGRESS_ATTEMPTS` 配置。请求耗尽后沿用任务暂停/恢复机制，鉴权或非法参数立即失败。视频分析与录屏是独立开关，默认均关闭。每项批量用例可覆盖模式、模型、设备、录屏和超时等配置，不影响其他任务。暂停先返回 `pausing`，确认状态为 `task_paused` 才表示设备已释放；Pro 等待模型回复或只读诊断时可及时中断，恢复后重新观察设备。AI 可用 `mobile_manage_task(action="inject_instruction")` 提交指导并恢复；指导由执行器在安全检查点领取，可能中断当前模型等待并重新观察设备；接收回执不保证任务结束前已消费，已经开始的设备动作会安全结束。用 `guidance_history` 核对指导是否被领取、在任务流程中核对实际执行情况，或用 `resume` 单独恢复。
 
 429 等待、兜底模型及次数也可在网页“模型配置 → 稳定性与兜底模型”或通过已授权的 `mobile_config(section="model")` 配置。批次 ZIP 还收录每项任务已保存的步骤截图和录屏。
 

docs/automation-workspace.md

@@ -112,3 +112,5 @@ Flash 跨端任务由模型通过内部 `update_task_progress` 记录短阶段
 批次保留原顺序、循环次数和失败停止策略，默认保留各项配置，也可明确选择统一模型和思考强度。探索用例固定收藏版本，首次无复跑配置时默认 Flash；“收藏为重新探索”会创建新的探索会话并沿用原探索配置。
 
 单任务下载全部资料时，未变化的终态报告和资料包会复用；人工复验、结果和资料变化会重新生成。批次沿用已生成的报告包，人工复验后重新打包；旧目录格式的包首次下载时更新。运行中的下载是当前快照。录像分为“安卓”“电脑”“人工示范”目录，索引路径与实际文件一致。打包优先速度，对已压缩的图片、视频和 Office 文件直接存储，保持原画质。
+
+安装并启用任务人工评审 1.1.0 后，批量模板在原七列之后增加“预置条件、操作步骤、预期结果”。三列独立保存原始用例，不追加到 Artemis 提示词；左侧按用例编号和标题展示，右侧可用上一条/下一条评审同批次已结束任务。未启用该插件时仍提供并校验原七列模板。

docs/development-handoff.md

@@ -1,5 +1,11 @@
 # 开发交接：2026-10-19
 
+2026-10-28 发布主线整理为 **ARTEMIS 2.4.0**，配套人工评审插件 **1.1.0**。本轮改动、配置和验证边界见 [2.4.0 发行说明](releases/2.4.0.md)；下方记录为各阶段历史快照。
+
+2026-10-28 配套升级 OpenAI/LangChain 与安全依赖，审计范围、版本、验证及容器构建限制见[依赖安全更新记录](plans/2026-10-28-dependency-security.md)。
+
+2026-10-28 会话已接续至 **ARTEMIS 2.3.0**，最新提交、插件发布状态、产品约定和待验证范围见[本次交接记录](plans/2026-10-28-session-handoff.md)及[2.3.0 发行说明](releases/2.3.0.md)。以下各日期内容保留为历史快照，不代表当前待办。
+
 2026-10-27 发布主线已整理为 **ARTEMIS 2.2.0**，配套插件为 **Cua 0.38.0+artemis.1**，Helper 为 **1.2.3**。最新升级内容、验证与未测范围以[2.2.0 发行说明](releases/2.2.0.md)为准；下方“尚未发布”、分叉计数和候选版本均属于对应日期快照。插件从独立工作树发布，原插件主目录的 OCU 开发现场保留。
 
 2026-10-26 已再次接续开发会话，当前基线为主程序本地提交 `fac4ccb`（2.2.0）。两个仓库现场、已撤回机制与后续验收范围见[本次接续记录](plans/2026-10-26-session-handoff.md)。以下继续保留原始交接快照。

docs/exploration-mode.md

@@ -8,7 +8,7 @@
 
 ## 模型与超时
 
-探索独立保存模型配置，默认 `gpt-6.1-sol / high`，预设也提供 `gpt-6-astra`，允许自定义模型。执行、人工示范分析、用例提炼和结束后的讨论使用这套配置。修改默认值仅影响新探索；已创建会话保留配置快照，Flash/Pro 默认值不变。
+探索独立保存模型配置，默认 `gpt-6.1-terra / high`，预设也提供 `gpt-6-astra`，允许自定义模型。执行、人工示范分析、用例提炼和结束后的讨论使用这套配置。修改默认值仅影响新探索；已创建会话保留配置快照，Flash/Pro 默认值不变。
 
 默认每段主动执行 1800 秒。模型调用、设备动作、录像分析计入；排队、等待回答和人工示范不计入。到时保存进度并暂停，可点击「继续探索」开启下一段；不会仅因超时把测试判成失败，累计主动耗时仍保留。
 

docs/llm-stream-diagnostics.md

@@ -0,0 +1,39 @@
+# 模型流式参数诊断
+
+小型内置动作的参数流仍受 16384 字符保护。超限时关闭输出流、丢弃不完整参数，不执行该次动作；一次新响应重试和可用备用端点耗尽后，只结束当前任务，不进入共享的模型暂停。批次仍遵循“失败即停止”、人工暂停和取消设置。网络故障、认证错误和最终验收保留各自的恢复规则。
+
+## 请求关联
+
+每个模型请求尝试沿用现有 `llm_diagnostic` 记录，不另建日志数据库。
+
+| 字段 / 请求头 | 含义 |
+| --- | --- |
+| `request_id` / `X-Client-Request-Id` | 同一次恢复循环内保持稳定的逻辑请求编号；切换备用调用或恢复暂停后可能建立新的逻辑请求 |
+| `attempt_id` / `X-Client-Attempt-Id` | 本次客户端尝试编号；重试时变化，`previous_attempt_id` 关联前次尝试 |
+| `client_*_id_matches` | 实际发送的请求头是否与本地编号一致；调用方已指定的头保留原值 |
+| `server_request_id` | 首个有效的 `X-Oneapi-Request-Id`、`X-Request-Id` 或 `Request-Id`，按此前后顺序选择 |
+| `response_x_request_id` | 响应中的原始 `X-Request-Id`，不推定它来自模型上游 |
+| `error_request_id` | SDK 异常带回的编号，不覆盖已经从响应头读取的编号 |
+| `response_id` | SDK 实际返回的 Responses 响应编号 |
+
+编号只接收有长度限制的可打印白名单字符。请求头不控制会话亲和性，不替换 `thread-id` / `session-id`。网关自身的重试应使用独立编号或序号，不能假装是一次新的客户端尝试。
+
+## 参数指纹 v1
+
+`tool_observation_layer=langchain_tool_call_chunks` 明确表示客户端观测的是 SDK 转换后的参数片段，不是原始 SSE 帧。每工具记录实际可得的 `call_id`、`chunk_index`、工具名，以及：
+
+- `argument_chars`：参数片段的 Unicode 字符数之和。
+- `argument_bytes` / `argument_sha256`：按原顺序连接片段后，其 UTF-8 字节长度和 SHA256；不解析、重排参数 JSON，也不规范化空白或 Unicode。
+- `argument_deltas`：非空参数片段数，不能直接与网关原始事件数比较。
+- `argument_prefixes`：每 4096 字节的累计 SHA256，最多保留前 16 个。可以在分片大小不同、上游预读或中途取消时比较相同字节位置。
+- `argument_encoding_valid`：遇到不能编码为 UTF-8 的片段时为 false，当前总字节数和总哈希留空，避免伪造可比结果；诊断本身不改变执行流程。
+
+最多记录 64 个工具；超过时设置 `tool_stats_truncated=true`，总参数字符计数仍继续。诊断不保留参数正文。哈希仅证明已收到的字节前缀，不能证明输出完整或动作成功；完整性仍由响应终止状态和解析校验决定。
+
+跨三端优先使用 `response_id + call_id` 关联。LangChain 的 `chunk_index` 可能因文本或推理子块不同于原始 `output_index`，缺失编号时不能按数组位置猜测。正常的 `arguments.done`、`output_item.done`、`response.completed` 快照不重复计入参数；自定义工具转换、非空初始参数或协议异常需要先核对 SDK 映射，不能仅凭跨层哈希不同认定某一端重复发送。
+
+历史日志没有保存的原始帧无法由新增诊断恢复。HTTP 200 只说明响应头已到达；客户端保护后出现的 499 或 Broken pipe 也不能证明最初原因。网关写入本机下游 writer 成功不等于客户端已消费或执行。
+
+## 离线验证
+
+`tests/unit/test_llm_stream_guard.py` 验证保护、有限重试、相同/不同备用端点，以及不会创建或清除其他请求的全局暂停。`tests/unit/test_request_diagnostics.py` 验证请求编号、超时重试、响应头及单次参数计数。`tests/unit/test_argument_fingerprint.py` 验证不同分片、中文和 emoji、固定字节前缀、有界统计与异常编码。这些测试不调用真实模型或设备。