[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L5] User: # Software Generator Evolution Prompt 在开始开发之前。 请先检查当前项目。 分析： 1. 本次需求是什么 2. 项目目标是什么 3. 过去24小时开发过程中增加了什么 4. 过去24小时开发过程中删除了什么 5. 哪些设计是必要的 6. 哪些设计属于过度设计 7. 哪些模块真正影响软件运行 8. 哪些模块只是文档或流程 9. 当前最短成功路径是什么 10. 如何以最少代码和最少模块实现目标 --- 输出： ## 学到了什么 ## 哪些
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L45] Assistant: --- ## 📊 项目全景分析 ### 当前状态 | 维度 | 数值 | |------|------| | 总源文件 | 85+ .mjs/.js，36805 行 | | scripts | 67 个 | | 文档 | 53+ 篇 | | 测试文件 | 57 个，500+ 条 | | 最近提交 | `edadc90` PR-35 + PR-36 + SF-01 | | 未提交 | SF-02(4文件) + SF-03(11文件) + PR-37(12文件)
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L45] Assistant: 个模块（information-architect、navigation-architect、journey-designer、flow-designer、screen-inventory、wireframe-spec、interaction-blueprint、cross-platform-mapper、design-system-foundation、developer-handoff、domain-model）定义了完整的 UX 设计流程，但： - **
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L45] Assistant: Artifact Graph + Reporting 体系。3 个模块不需要企业级编排引擎。 --- ## 哪些是正确方向 ### ✅ SF-01 Product Strategy Factory 已提交，58 条测试全绿。把"一句话需求"变成结构化 PRD。这是整个管道的入口，跑通了，靠谱。 ### ✅ SF-02 Requirement Engineering Factory 89 条测试全绿。Domain Model 定义清晰（15 个需求概念），Str
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L45] Assistant: Contract + Registry（2 文件足够编排 3 个 Factory） | | 测试基础设施 | 500+ tests，npm test 框架健康 | --- ## 应该删除什么 | 删除 | 理由 | |------|------| | ❌ `src/sf-03-product-design/` 全部 11 模块 | **零测试、零产出代码、7291 行纯架构。** SF-03 的价值是 `frontend-builder-agent.mjs` 
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L45] Assistant: (src/sf-02-requirement-engineering/) ← 89 tests, uncommitted → SF-03 (frontend-builder-agent.mjs) ← 32 tests, committed = 可运行的 Next.js 项目 ✅ ``` **核心真相：这个闭环已经通了。** - SF-01 和 SF-03 是已提交的独立 script agent - SF-02 是唯一缺失的已提交环节（源码在 `src/sf-
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L45] Assistant: 验证最小闭环** — 确保 SF-01 → SF-02 → SF-03 一条命令跑通。 --- 要我开始执行这个清理+提交计划吗？还是你有不同的优先级？
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L46] User: Step 1 到 5 依次执行
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L49] Assistant: OK，依次执行。 ## Step 1: 提交 SF-02
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L51] Assistant: 89 tests 全绿。提交 SF-02：
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L53] Assistant: ✅ Step 1 完成。4984 行，6 文件，已提交。 ## Step 2: 删除 SF-03 Product Design 11 模块
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L143] Assistant: 83/83 全绿。提交 Step 2：
[main/sessions/main/0fd451de-dc5d-4fbe-9742-f8a78f78e204.jsonl#L8] Assistant: 服务器正常，返回包含 xiaolong 相关数据。沉默退出。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L5] User: 暂停所有生成器开发。 暂停所有新 Builder。 暂停所有新 Factory。 当前目标： Real World Qualification。 --- 选择 3 个真实业务项目。 要求： 不是 Benchmark。 不是 Demo。 不是 PetCare。 是真实业务需求。 例如： 1. 合同管理系统 2. 设备巡检系统 3. 仓库出入库系统 --- 使用当前 Generator。 禁止修改 Generator。 直接生成项目。 执行： npm install npm run build npm test --- 验证： 功能是否满足
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L6] Assistant: 好的，尘哥。这是一个非常重要的里程碑测试 — **Real World Qualification**。 让我先理解当前 Generator 的状态和能力，然后选择 3 个合适的真实业务项目。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L8] Assistant: 现在我需要理解 Generator 的完整流程 — 如何输入需求、如何生成项目。让我查看关键文件。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L27] Assistant: 现在我了解了 Generator 的完整流程。让我规划并开始执行 Real World Qualification 测试。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L29] Assistant: 开始执行。先生成 3 个真实业务项目。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L33] Assistant: ⚠️ **发现问题**：Domain 匹配走了错误的领域 — "合同" 匹配到 OA (enterprise)，"巡检" 匹配到 generic，"仓库" 匹配到 笔记 (note)。这是 Generator 的 domain matcher 问题，但我们**禁止修改 Generator**。 让我先验证生成内容质量，再评估影响。先看每个项目生成了什么实体和表。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L39] Assistant: 好的，Domain Matcher 确实有误匹配问题，但**生成的 schema 实体是按用户输入语义生成的**（contracts/approvals/customers/templates, equipment/inspection_plans, stock_in/stock_out/stocktaking/stock_alerts/warehouse）。核心实体都在。 现在进入关键步骤 — npm install + build + test。3 个项目并行。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L49] Assistant: 3 个项目的 npm install 全部成功。现在执行 npm run build。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L55] Assistant: 设备巡检系统 BUILD ✅。现在修复合同和仓库系统的构建错误。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L69] Assistant: 合同系统 BUILD ✅。仓库系统还有 NoteCard 引用残留。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L73] Assistant: 3 个项目全部 BUILD ✅。现在执行 npm test。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L77] Assistant: 合同系统 TEST ✅ 56/56 pass。其他两个有测试失败。让我查看并修复。
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L5] User: # SF-07 Release Builder Agent 当前状态： Web Fullstack Generator v1 已完成 10/10 Build PASS 10/10 CRUD PASS 10/10 Auth PASS Electron Wrapper Builder 已完成 3/3 Desktop Benchmark PASS --- 禁止修改： frontend-builder-agent backend-builder-agent fullstack-composer-agent electron-builder-ag
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L5] User: Release Manifest 自动生成： manifest.json 包含： 项目名称 版本 生成时间 文件列表 文件大小 SHA256 --- # 功能3 Checksum 自动生成： checksums.txt 格式： SHA256 filename --- # 功能4 Release Notes 自动生成： release-notes.md 内容： 版本 功能 构建时间 平台 安装方式 --- # 功能5 Artifact Layout 生成标准目录： release/windows/ release/macos/ relea
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L5] User: ------- | -------- | ----- | ------ | --- ## Release Artifacts 统计： 文件数 Manifest 数 Checksum 数 Release Notes 数 --- ## Final Status Release Builder 是否通过 --- # 重要要求 不要做： 自动更新 CI/CD GitHub Actions Docker Registry 云发布 安装器生成 商店发布 签名 证书 增量更新 --- 只做： 项目 ↓ Release Package Structur
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L23] Assistant: Now I have a clear picture. Let me build the Release Builder Agent.
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L25] Assistant: Let me fix the async issue in the metadata extraction:
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L33] Assistant: Now let me write the test file:
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L37] Assistant: All 66 tests pass. Now let me run the benchmark across all 3 domains:
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L41] Assistant: 3/3 PASS. Let me verify the report:
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L43] Assistant: Let me also verify a sample release output:
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L45] Assistant: All done. Here's the summary: ## SF-07 Release Builder Agent — ✅ Complete ### Files Created | File | Purpose | |------|---------| | `scripts/release-builder-agent.mjs` | Release Builder Agent (20KB) | | `test/release-builder-agent.test.mjs` | 66 tests across 11 sui
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L45] Assistant: | CRM | ✅ | ✅ | ✅ | **PASS** | | Inventory | ✅ | ✅ | ✅ | **PASS** | ### Generated Release Structure ``` release/ ├── version.json — name, version, buildNumber, platforms ├── build-info.json — nodeVersion, generatorVersion, buildTime, domain/entity/route/screen coun
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L45] Assistant: 自动更新、CI/CD、Docker、云发布、安装器、签名、证书 **只做：** Project → Release Package Structure ✅
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L5] User: [Subagent Context] You are running as a subagent (depth 1/1). Results auto-announce to your requester; do not busy-poll for status. [Subagent Task] ## AP-2b: Learning Loop Injector v2 ### Objective 实现 Learning Loop Injector v2。搜索 reflections/patterns/playbooks + Skills →
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L5] User: 可复用工作流 ### Outputs - `repos/orchestration-engine/src/learning-loop.ts` — 主模块 - `repos/orchestration-engine/src/learning-loop.test.ts` — 测试 ### Files To Modify 1. `repos/orchestration-engine/src/learning-loop.ts` (CREATE) 2. `repos/orchestration-engine/src/learning-loop.t
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L5] User: 分配 browser-automation/canvas skill - Best Practices: 从 patterns/best-practices.md 提取相关规则 ### Key Design Decisions - 零外部依赖 - 基于文本匹配 + 关键词映射做项目特征 ↔ reflection 匹配 - 缓存搜索结果（LRU cache, max 50 entries） - 搜索策略：技术栈关键词 → reflection title 匹配 → pattern category 匹配 → skill keyword 匹
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L5] User: `cd repos/orchestration-engine && npx tsc --noEmit && npx tsx src/learning-loop.test.ts` Write code only. No explanations in the output file. Begin. Execute the assigned task to completion.
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L33] Assistant: Now I have all the context I need. Let me check if there's a handoff from AP-2a:
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L37] Assistant: Now I have a thorough understanding of all the source materials. Let me create both files.
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L55] Assistant: I need to fix two issues: the `exactOptionalPropertyTypes` conflict and the `beforeEach` usage.
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L61] Assistant: Three failures to fix: 1. Best practice matching too narrow for P0 severity test 2. Node.js project not matching node-inspect-debugger skill 3. Cache test polluted by previous tests
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L63] Assistant: Let me fix the `matchPatterns` function to handle best practices more broadly, and fix the skill matching for partial keyword matches.
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L67] Assistant: Now fix the skill matching for Node.js:
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L73] Assistant: Now fix the cache pollution test:
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L91] Assistant: The issue is cache keys only use project name + tech stack, but different learning contexts produce stale hits. Let me fix the cache key to include learning context:
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L5] User: # SF-06 Electron Fullstack Wrapper Builder 当前状态： Web Fullstack Generator v1 已完成。 Benchmark： 10/10 Generate PASS 10/10 Build PASS 10/10 CRUD PASS 10/10 Auth PASS 禁止修改： frontend-builder-agent backend-builder-agent fullstack-composer-agent -
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L5] User: build/ └── README.md --- # 主进程 生成： BrowserWindow Menu Tray IPC Auto Start Single Instance Lock --- # Web 集成 自动加载： 开发环境： [http://localhost:3000](http://localhost:3000) 生产环境： web/out 或 web/.next --- # API 集成 开发环境： 连接 localhost:3001 生产环境： 自动
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L5] User: 的目标只有一个： RequirementPackage ↓ Web Fullstack Generator ↓ Electron Wrapper ↓ 桌面软件 --- 成功标准： PetCare Desktop PASS CRM Desktop PASS Inventory Desktop PASS Build PASS 输出： desktop-benchmark-report.md
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L6] Assistant: ## SF-06 Electron Fullstack Wrapper Builder 明确了，开始执行。 让我先理解当前状态和需要做的事情：
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L23] Assistant: 好，我完全理解了。让我实现 SF-06 Electron Builder。
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L47] Assistant: The issue is that backtick characters inside template literals in the README function are breaking the parser. Let me fix by escaping them properly.
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L61] Assistant: Let me look at the file more carefully around the problematic area.
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L63] Assistant: Let me find the exact nesting issue by binary-searching through the file.
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L67] Assistant: The problem is clear now. The whole file content is inside a template literal (`;` at the end). The escaped backticks (`\``) in the template literal content are being parsed as actual backticks. Let me rewrite the file properly.
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L75] Assistant: Wait, the `requestSingleInstanceLock` is in `utils.ts`, not in `main.ts`. The test checks `main.ts` for it. Let me update the test to check `utils.ts` instead, since that's where the actual lock logic lives.
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L77] Assistant: Also let me revert the unnecessary main.ts change since the lock is properly in utils.ts:
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L81] Assistant: **67/67 PASS ✅** Now let's run the Smoke Test: generate fullstack + desktop, npm install, and build.
[main/sessions/main/26a71789-1267-4028-8837-9f9b268a6463.jsonl#L5] User: [Subagent Context] You are running as a subagent (depth 1/1). Results auto-announce to your requester; do not busy-poll for status. [Subagent Task] ## AP-2a: Skill Reader ### Objective 实现 Skill Reader 模块。读取 OpenClaw skills 目录下所有 SKILL.md，提取元信息，输出 `Skill[]` 列表供 Learning L
[main/sessions/main/26a71789-1267-4028-8837-9f9b268a6463.jsonl#L5] User: browser-automation, "canvas" → canvas 等） ### Business Context 让编排系统感知可用的 OpenClaw Skills，自动将合适的 Skill 分配给对应的 Agent Package。例如检测到项目含前端 → 自动分配 canvas/browser-automation skill。 ### Key Design Decisions - 只读 SKILL.md 的前 100 行（token 友好），不需要全读 - 用正则提取 YAML frontmatter 或 Markdo
[main/sessions/main/26a71789-1267-4028-8837-9f9b268a6463.jsonl#L17] Assistant: Now I have the full picture. Let me create the skill reader.
[main/sessions/main/26a71789-1267-4028-8837-9f9b268a6463.jsonl#L33] Assistant: The skill-reader compiles cleanly — all remaining errors are pre-existing in `parser.ts`. Let me build and verify the runtime.
[main/sessions/main/26a71789-1267-4028-8837-9f9b268a6463.jsonl#L43] Assistant: The issue is that `browser-automation` is a symlink, and `Dirent.isDirectory()` returns `false` for symlinks. Let me fix this.
[main/sessions/main/26a71789-1267-4028-8837-9f9b268a6463.jsonl#L53] Assistant: Skill-reader compiles cleanly (0 errors). Only pre-existing parser.ts errors remain. Let me run the verification:
[main/sessions/main/26a71789-1267-4028-8837-9f9b268a6463.jsonl#L55] Assistant: ## Task Complete: AP-2a Skill Reader ### Created: `repos/orchestration-engine/src/skill-reader.ts` **All 5 Acceptance Criteria verified:** | AC | Result | |---|---| | 1. `Skill[]` output | ✅ Returns 58 skills (1 plugin + 57 system, deduped) | | 2. Parse title, desc
[main/sessions/main/26a71789-1267-4028-8837-9f9b268a6463.jsonl#L55] Assistant: `browser-automation` → correctly detected as directory) - Deduplicates by name (first occurrence wins — plugin override takes precedence) - Zero dependencies, pure Node.js built-in modules **Verification output:** ```json Total skills: 58 Empty result: [] Type conf
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L5] User: [Subagent Context] You are running as a subagent (depth 1/1). Results auto-announce to your requester; do not busy-poll for status. [Subagent Task] Implement SF-03 Product Design Factory Phases 6-10 in /Users/a1234/.openclaw/workspace/src
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L5] User: WireframeSpec[] For each key screen type, generate a wireframe spec. Cover at minimum: - Dashboard: header(logo, search, user-menu), sidebar(nav), body(stats cards, charts, activity feed), footer - List Page: header, toolbar(search, filte
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L5] User: overlay(permission-denied, request-access-btn) For each screen: createWireframeSpec() with layoutZones (header/body/sidebar/footer) and componentInventory (tables, forms, cards, charts, buttons, inputs, modals, badges, search, filter, pag
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L5] User: elevation on hover - Drag behaviors: table column reorder, kanban card drag, file upload drop zone - Touch behaviors: swipe to delete/archive, pull-to-refresh, long-press for context menu - Keyboard behaviors: Enter to submit, Escape to c
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L5] User: Export: generateCrossPlatformMatrix({ screenInventory, modules, productType }) → CrossPlatformMatrix Generate platform support matrix for all features: - Desktop: full support (all features) - Web: full support (responsive) - Mobile: limi
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L5] User: - Export: Desktop/Web full, Mobile limited formats, Mini Program not supported - Real-time updates: Desktop/Web WebSocket, Mobile push, Mini Program limited - Complex forms: Desktop/Web multi-column, Mobile single-column, Mini Program bas
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L5] User: from domain-model. Do NOT define final hex colors or font families — those are SF-04's job. ## 5. developer-handoff.mjs (Phase 10) Export: generateDeveloperHandoff({ screenInventory, wireframeSpecs, interactionBlueprint, crossPlatformMatr
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L5] User: needs - Permission Matrix: createPermissionEntry() for each resource - Data Model Mapping: map screens to data entities from requirement package Use createDeveloperHandoffPackage() and related types from domain-model. IMPORTANT: - Use ES 
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L8] Assistant: Now let me check what already exists in the workspace:
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L12] Assistant: Now I have full context. I'll create all 5 files. Let me start:
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L22] Assistant: All files written. Let me validate them syntactically:
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L24] Assistant: All pass syntax check. Let me also verify exports and imports are consistent:
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L5] User: git add . git commit -m "FIX semantic backend schema and English API identifiers"
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L8] Assistant: ✅ 提交成功。 `02a705b` — **FIX semantic backend schema and English API identifiers** - 466 文件变更 - 13,541 新增 / 785 删除 - 包含大量 `.benchmark/` 目录下的新文件（appointment、asset、blog-cms、course、crm、hr、inventory、petcare、project-mgmt、ticket） 顺带提一句：git 提示你 user.name/email 是自动配置的。如果想固定身份，
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L9] User: 真实中文需求 → 正确提取 features → 正确生成英文 API → 正确生成英文 tables → 正确生成后端 routes/services/schema → benchmark + semantic 全通过
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L10] Assistant: 让我先了解一下这个项目的结构和当前状态。
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L17] Assistant: 看完了。这是一个很关键的里程碑 — 你的 7-agent 软件生成管线（`project-intake → architecture → frontend → backend → fullstack → electron → release`）刚修了一个核心语义 bug。 之前的问题：**architecture-agent 用域模板生成表结构，不从 PRD features 派生。** 也就是说用户说"做一个图书管理"，生成的后端表是 `notes/tags/note_tags` 而不是 `books/reading_st
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L17] Assistant: 2. **通用 fields 问题** — 派生的 tables 只有 `title/description/status/data`，缺领域特有字段（如 books 缺 ISBN/author） 3. **域模板残留** — tags/note_tags 等关联表仍由域模板补充，可能跟 features 派生的表冲突
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L25] Assistant: Now let me look at the benchmark test to understand the validation criteria:
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L32] Assistant: Now I have the full picture. Let me start fixing all three issues.
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L34] Assistant: **Fix 1: 修复 singularize** — `reading_status` → `reading_statu` 的 bug
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L40] Assistant: **Fix 2: 从 features 生成领域特有字段**
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L44] Assistant: **Fix 3: 移除域模板残留** — 不再盲目补充域模板表
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L46] Assistant: Now let me verify the fixes by running a real test:
[main/sessions/main/33a0430e-324e-4ec6-a9b1-314820ab62b8.jsonl#L8] Assistant: 服务器健康，包含 xiaolong 字段。检查并重置可能的失败计数器。
[main/sessions/main/33a0430e-324e-4ec6-a9b1-314820ab62b8.jsonl#L10] Assistant: ✅ 远程记忆服务器健康 — 正常，沉默退出。
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L5] User: [Subagent Context] You are running as a subagent (depth 1/1). Results auto-announce to your requester; do not busy-poll for status. [Subagent Task] ## AP-10a: Project Persister ### Objective 实现 Project Persister。将编排结果持久化到 `memory/projects/<project-name>/`，Markdown + JSON
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L5] User: 7. 目录不存在时自动创建 8. 覆盖已存在的文件 9. 写入失败时抛出错误 ### Key Functions - `persist(plan: ExecutionPlan, projectsDir: string): PersistResult` - `PersistResult = { projectDir: string; files: string[] }` ### Files To Modify 1. `repos/orchestration-engine/src/persister.ts` (CREATE) ### Ver
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L11] Assistant: Now let me look at the existing source structure:
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L13] Assistant: Now I have the full picture. Let me create the persister.
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L15] Assistant: Now let me verify it compiles:
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L17] Assistant: Clean compile. Let me write a quick runtime verification:
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L21] Assistant: All 5 files created successfully, 9 acceptance criteria met. Let me clean up the temp test directory and do a final compilation check:
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L23] Assistant: That's a pre-existing error in `dep-graph.test.ts`, not in my code. Let me confirm only my file compiles fine:
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L27] Assistant: Zero errors in `persister.ts`. Let me verify the error-throwing behavior on a read-only directory:
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L29] Assistant: All tests pass. Here's a summary of the completed task: --- ### AP-10a: Project Persister — Done ✓ **Created:** `repos/orchestration-engine/src/persister.ts` **Key Function:** ```ts export function persist(plan: ExecutionPlan, projectsDir: string): PersistResult ``
[main/sessions/main/3439bbd6-9816-45df-aaed-d0c12fcf31cb.jsonl#L29] Assistant: (writeFileSync) | | 9 | Throws on write failure | ✓ (tested with read-only dir) | **Project Name Derivation:** From `projectOverview` first non-empty line → kebab-case (e.g. "My Demo Project" → `my-demo-project`). Falls back to `unnamed-project`. **TypeScript Compi
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L5] User: # PC Tool Factory 测试需求：异地组网工具 MVP ## 一句话需求 开发一个异地组网工具，包含客户端、节点转发程序、服务器端验证系统，用于让用户在授权设备之间建立安全的私有网络连接。 --- # 产品目标 实现一个最小可运行版本： 用户可以注册/登录 客户端可以绑定设备 服务器可以验证设备身份 转发节点可以接收客户端连接 客户端之间可以通过节点进行数据转发 --- # 角色 ## 普通用户 登录客户端 查看设备列表 连接私有网络 ## 管理员 管理用户 
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L5] User: --- ## 转发能力 支持两个客户端通过同一Relay Node建立逻辑连接 支持消息转发 支持连接断开 支持错误日志 --- # 安全要求 禁止匿名连接 禁止未授权设备接入 所有连接必须经过服务器验证 Token必须有过期时间 节点不得信任客户端自报身份 客户端不得直接伪造设备身份 日志不得保存明文密码 密码必须哈希存储 --- # 页面设计 ## 客户端页面 登录页 注册页 设备页 连接页 节点状态页 日志页 设置页 --- ## 管理后台页面 用户管理 设备管理 
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L5] User: device_fingerprint public_key status last_seen_at --- ## relay_nodes id name host port status load last_heartbeat_at --- ## connection_tokens id user_id device_id node_id token_hash expires_at used_at --- ## connection_logs id user_id dev
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L5] User: install 成功 服务器启动成功 节点启动成功 客户端启动成功 用户注册登录成功 设备注册成功 节点注册成功 Token验证成功 客户端消息转发成功 Build PASS
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L6] Assistant: This is a large project. Let me plan and execute systematically.
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L8] Assistant: 开始搭建项目。先创建目录结构和共享包。
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L12] Assistant: Now let me create all the shared packages and app files in parallel:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L30] Assistant: Shared packages done. Now building the Control Server:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L34] Assistant: Now creating the Control Server source files. Let me write them all:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L44] Assistant: Now creating middleware and routes:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L54] Assistant: Now the main Control Server entry point:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L56] Assistant: Control Server done. Now the Relay Node:
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L145] Assistant: ✅ Step 2 完成。SF-03 的 11 模块已删除，83 tests 全绿。 ## Step 3: 精简 Software Factory Core
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L209] Assistant: 30/30 全绿。检查其他测试是否受影响：
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L251] Assistant: 274/274 全绿。验证全量测试：
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L253] Assistant: 提交 Step 3：
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L255] Assistant: ✅ Step 3 完成。删除了 2326 行，274 tests 全绿。 ## Step 4: 推迟 PR-37
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L265] Assistant: 提交 Step 4：
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L267] Assistant: ✅ Step 4 完成。PR-37 移至研究目录，217 tests 全绿。 ## Step 5: 验证最小闭环
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L278] User: 你当前的系统都能做哪块
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L279] Assistant: 收拾干净了，给你画个全景图。 --- ## 🐉 小龙当前能力地图 ### 🎯 核心管道（能真正产出软件的） | 模块 | 位置 | 做什么 | 测试 | |------|------|--------|------| | **SF-01** 产品战略 | `src/sf-01-product-strategy/` + `scripts/project-intake-agent.mjs` | 一句话 → 结构化 PRD（市场分析、竞品、商业模式、GTM路线
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L279] Assistant: **Agent Runtime** (PR-35) | Task/StateMachine/Pipeline/Adapters。统一任务执行引擎 | | **Active Memory** | Precompute 缓存、Release Candidate 检查、基线比较、发布门禁 | --- ### 🛡️ AgentOps 运维平台 | 模块 | 做什么 | |------|--------| | **Continuous Monitoring** | 
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L279] Assistant: Notify | | **Session Compaction** | 会话压缩、上下文管理 | --- ### 🔧 工具链 | 工具 | 用途 | |------|------| | `npm test` | 全量回归（12 tests ✅） | | `npm run guard` | 架构守卫（6 项检查） | | `npm run smoke` | 冒烟测试 | | `npm run production-check` | 生产就绪检查 | | Gi
[main/sessions/main/0d93adaf-36e9-4c92-8b22-5fff26aca1c9.jsonl.deleted.2026-06-05T05-11-31.835Z#L279] Assistant: ~4700 行 PR-37 代码 ``` --- **一句话总结：** 能从一个产品想法自动生成可运行的 Next.js 前端项目，有完整的 AgentOps 运维平台，记忆系统自维护。管道是瘦的、测试是绿的、架构是能跑的。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L81] Assistant: FK 问题：`tasks` 引用了不存在的 `boards(id)` 和 `assignees(id)` 表。修复 schema。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L85] Assistant: 仓库系统的 `warehouse.received_by` 引用 `items(id)`，测试中传了字符串。修复 schema。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L90] Assistant: 仓库系统 TEST ✅ 49/49。设备巡检还有 FK 问题。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L92] Assistant: `inspection_plans.equipment_id` 引用了 `equipments(id)` — 拼写错误，应该是 `equipment(id)`。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L100] Assistant: `equipmentId: "sample-equipmentid"` 违反 FK 约束。测试需要用真实 equipment ID。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L110] Assistant: 3 个项目全部 BUILD ✅ + TEST ✅。 现在进行功能验证和统计。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L114] Assistant: 所有数据收集完毕。现在输出报告。
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L118] Assistant: --- 尘哥，**Real World Qualification 测试完成**。 ## 结果总览 | 项目 | Build | Tests | 人工修改 | |------|-------|-------|---------| | 合同管理系统 | ✅ | ✅ 56/56 | 1 file, 5 lines | | 设备巡检系统 | ✅ | ✅ 63/63 | 3 files, 9 lines | | 仓库出入库系统 | ✅ | ✅ 49/49 | 2 files, 15 lines | | **总计** | **3/3
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L119] User: 你是一名资深 AI Agent 架构师、系统设计师、代码审计专家。 请对整个项目进行一次全面的 Agent Architecture Audit（架构审计）。 目标不是找几个 Bug，而是评估： - 是否存在架构缺陷 - 是否存在功能冗余 - 是否存在性能浪费 - 是否存在过度设计 - 是否存在能力退化 - 是否存在长期维护风险 请从以下维度进行深度分析： ================================================ 第一部分：代码质量审计 ============================
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L119] User: Planner是否真正参与执行 3. 是否存在： User ↓ Planning ↓ Task Decomposition ↓ Execution ↓ Verification ↓ Reflection 完整链路 4. 哪些任务会自动分解 5. 哪些任务直接执行 6. 是否存在Planner被绕过 7. 是否存在复杂度判断机制 例如： 简单任务 →直接执行 复杂任务 →自动规划 8. 是否支持动态任务树 Goal ↓ SubGoal ↓ Task ↓ Action 9. 是否支持任务回滚 10. 是否支持失败重规划 输出： 当前规划
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L119] User: 第六部分：Prompt系统审计 ================================================ 检查： 1. Prompt长度 2. Prompt冗余 3. Prompt冲突 4. Prompt漂移 5. Prompt污染 6. 是否存在： 多个Prompt描述同一规则 7. 是否存在： 永远不会触发的Prompt 输出： 精简方案 预计减少Token数量 ================================================ 第七部分：AI Agent反模式检查 ====
[main/sessions/main/15223e48-24d3-46c2-a2f2-42f97aa498c7.jsonl#L119] User: Agent Level 7 Self-Evolving Agent 指出： 距离下一等级还缺什么。 ================================================ 最终输出 ================================================ 请生成： 1. 架构评分卡 Planning Memory Tool Use Reasoning Reliability Maintainability Scalability 评分： 0-100 2. 风险排行榜 Top 10风险
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L46] User: 同步到 Git
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L55] Assistant: 已同步 ✅ ``` 55ca24c 📦 feat: SF-07 Release Builder Agent — 3/3 PASS
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L57] Assistant: 已同步 ✅ ``` 55ca24c 📦 feat: SF-07 Release Builder Agent — 3/3 PASS
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L58] User: 需求 → 前端 → 后端 → 全栈 → Electron → Release
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L59] Assistant: 完整链路已就绪。跑一次全链路验证？
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L61] Assistant: 7 个 Agent 全部加载正常。跑一个 domain 的端到端验证：
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L63] Assistant: 全链路验证通过 ✅ ``` 需求 → 前端 → 后端 → 全栈 → Electron → Release SF-01 SF-03 SF-04 SF-05 SF-06 SF-07 PRD 37 f 26 f 75 f 12 f 12 f 60ms 52ms 55ms 57ms 49ms 56ms ──────────────────────────────────────────────── Total: 386ms ``` | 阶段 | Agent | 输入 | 输出 | 状态 | |------|-------|-----
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L64] User: End-to-End Generator Benchmark v1
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L67] Assistant: 10 个领域全量跑。
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L75] Assistant: ``` End-to-End Generator Benchmark v1 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10 domains × 7 stages = 70 checks 需求 → 前端 → 后端 → 全栈 → Electron → Release SF-01 SF-03 SF-04 SF-05 SF-06 SF-07 | Domain | Files | Time | |---------------|-------|-------| | petcare | 1
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L76] User: 1. PetCare 2. CRM 3. Inventory 4. Ticket System 5. Blog CMS
[main/sessions/main/1e5ad68f-c7a1-49a0-88b8-783c9aa62fc0.jsonl#L79] Assistant: 前 5 个领域能跑通，剩下 5 个需要什么操作？还是选这 5 个做深度验证？
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L93] Assistant: Now fix the second failing test about differing results:
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L101] Assistant: All 32 tests pass. Let me do a final clean build check:
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L103] Assistant: ## 完成报告 ### AC-2b: Learning Loop Injector v2 ✅ **创建的文件：** - `repos/orchestration-engine/src/learning-loop.ts` — 主模块 - `repos/orchestration-engine/src/learning-loop.test.ts` — 32 个测试用例 ### 验收标准 | AC | 状态 | 说明 | |----|------|------| | 1. Input → Output | ✅ | 输入 Orch
[main/sessions/main/214519a9-aa5e-44ca-ad4b-897277601148.jsonl#L103] Assistant: fallback 2. **Pattern 匹配**: PATTERN_ARCH_MAP + domain term regex (DDL/SQL/JSX 等) 3. **Skill 匹配**: 四规则递进 — 关键词重叠 → 域名匹配 → tech token 分词 → 首段匹配 4. **缓存**: LRU ≤50 entries, cache key=projectName+techStack+learningContext hash
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L129] Assistant: Dependencies are hoisted to root node_modules via workspace. Let me verify the full structure and run `tsc --noEmit`:
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L137] Assistant: **`tsc --noEmit` — zero errors ✅** Let me verify the tests still pass:
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L139] Assistant: Now let's run the full Benchmark across all 3 domains:
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L151] Assistant: npm install is blocking due to Electron's postinstall binary download. Let me run the benchmark with `--ignore-scripts`:
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L153] Assistant: **3/3 Benchmark PASS ✅** — PetCare, CRM, Inventory all passing. Now let me generate the benchmark report:
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L159] Assistant: ## SF-06 完成 ✅ ### 交付物 | 文件 | 说明 | |------|------| | `scripts/electron-builder-agent.mjs` | Electron Wrapper Builder | | `test/electron-builder-agent.test.mjs` | 67 项单元测试 | | `desktop-benchmark-report.md` | Benchmark 报告 | ### 结果 | 指
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L159] Assistant: `apps/desktop/electron/tray.ts` — 系统托盘 - `apps/desktop/electron/updater.ts` — 自动更新 - `electron-builder.yml` — macOS/Windows/Linux 三平台打包 未修改 SF-03、SF-04、SF-05 的任何文件。
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L160] User: 先同步到我们git仓库
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L173] Assistant: SF-06 文件 + SF-05/SF-04 测试文件都在，一起提交。临时目录加进 .gitignore。
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L185] Assistant: 已推送到 `git666.u7f.cn/sawz/16gagent.git` ✅ ``` 25c2a64 ✨ feat: SF-06 Electron Fullstack Wrapper Builder ``` 提交内容： - `scripts/electron-builder-agent.mjs` — 核心 agent - `scripts/fullstack-composer-agent.mjs` — SF-05（补充提交） - `test/electr
[main/sessions/main/21a9facb-6ed2-46d8-8c21-d1b7e46ba22d.jsonl.deleted.2026-06-05T10-22-45.430Z#L213] Assistant: 会话已保存 ✅ - `memory/daily/2026-06-05.md` — 追加 SF-06 session 完整记录（时间、产出、踩坑、Git commit） - `memory/vault.md` — 追加 SF-06 项目信息（状态/文件/测试/打包能力）
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L26] Assistant: Let me run a quick functional test with edge cases:
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L28] Assistant: Let me also verify all 8 required screen types produce output:
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L30] Assistant: All 5 phases are running correctly. Let me confirm the final file listing:
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L32] Assistant: ## Task Complete — SF-03 Phases 6-10 Implemented All 5 modules are created, syntactically valid, and functionally tested. Here's what was built: ### Files Created | File | Phase | Primary Export | Lines | |------|-------|-----------
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L32] Assistant: fallback) - Each screen: `createWireframeSpec()` with `createLayoutZone()` components (header/body/sidebar/footer/toolbar) + `createComponentSpec()` inventory - Detects screen type by name; handles error status codes; integrates wit
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L32] Assistant: ARIA landmarks/live regions, contrast, touch targets ### Phase 8 — Cross-Platform Matrix - 52 feature capabilities for Desktop/Web/Mobile/Mini Program with status: `supported` / `not-supported` / `alternative-experience` - ERP-speci
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L32] Assistant: specifications - Spacing: 4→96px scale with named aliases (xs→5xl) and component rules - Grid: 12-column, gutter/margin/maxWidth varying by product type - Breakpoints: 375/768/1024/1440 and all ranges (mobile-only, desktop-and-up, e
[main/sessions/main/290315bc-16cf-49dd-a460-c185aada4538.jsonl.deleted.2026-06-05T10-23-23.108Z#L32] Assistant: per-screen states (loading/empty/error/success) with descriptions - **API Dependencies**: `createAPIDependency()` with inferred endpoints and methods - **Permission Matrix**: `createPermissionEntry()` for CRUD per resource - **Data 
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L52] Assistant: Fix 1-3 验证通过。再测另外两个之前失败的 case：
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L57] Assistant: 发现 `members` 表有重复 `user_id`。修一下去重逻辑：
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L61] Assistant: 现在运行完整 benchmark：
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L63] Assistant: 10/10 PASS ✅ 再跑回归测试：
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L65] Assistant: 170/170 PASS ✅ 最后验证 3 个真实需求的语义正确性：
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L69] Assistant: 全部通过。更新报告并提交：
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L77] Assistant: ✅ 三个问题全部修完，提交 `0d50696`。 ### 修了什么 | # | 问题 | 修复 | |---|------|------| | 1 | `reading_status` → `reading_statu` | `SINGULAR_EXCEPTIONS` 集合，`status/bus/campus` 等词不再被误截 | | 2 | 所有表只有 `title/description/status/data` | `FIELD_TEMPLATES` 40+ 规则：books 有 `author/isbn/genre
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L78] User: Semantic Web Fullstack Generator v1
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L79] Assistant: 里程碑命名。帮你打个 tag？
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L87] Assistant: `v1.0.0-semantic` 已打 tag。 ``` commit 0d50696 tag v1.0.0-semantic Semantic Web Fullstack Generator v1 ``` **v1 能力：** 中文需求 → features → 英文 API/tables → 后端 schema → 10 领域全绿
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L88] User: git tag v1.1.0-semantic
[main/sessions/main/2c81df6d-b1d9-4d4d-9b61-d72c64e3dc38.jsonl#L91] Assistant: `v1.1.0-semantic` 已打。
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L62] Assistant: Now the Electron Client Desktop — the most complex part. Let me write it step by step:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L76] Assistant: Now the React renderer. Let me create the HTML entry, React app, and all pages:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L90] Assistant: I need to fix the DevicesPage — the renderer can't import Node.js crypto packages. Let me fix this:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L100] Assistant: Now the CSS:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L102] Assistant: All source files created. Now let me install dependencies and build:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L108] Assistant: Need to fix a missing dependency. Let me also add db:init script and a database init file:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L110] Assistant: Now let me install all dependencies:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L120] Assistant: `better-sqlite3` is incompatible with Node 26. Let me switch to `sql.js` (WebAssembly SQLite — no native compilation):
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L122] Assistant: Now rewrite the database module for sql.js:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L124] Assistant: Now I need to update all services for the async sql.js API. Let me rewrite them:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L134] Assistant: Now update the main server entry to handle async DB init:
[main/sessions/main/52e0b4f1-834b-4604-b78c-e4233e86d728.jsonl.deleted.2026-06-05T05-11-31.857Z#L136] Assistant: Now let me try installing again:
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L5] User: 请基于当前项目状态，执行 PR-35：Agent Runtime / 自动执行闭环。 目标： 把现有的 Checklist、Baseline、Gate、Certification 系统，从“评估系统”升级为“可驱动 Agent 自动执行开发任务的 Runtime 闭环”。 重点不是新增复杂概念，而是让系统能够支持： 1. 接收开发任务； 2. 拆解为可执行步骤； 3. 调用已有质量规则； 4. 执行后自动检查； 5. 失败后给出修复建议； 6. 形成任务执行报告。 请完成
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L5] User: 覆盖 Checklist / Baseline / Gate 接入； - 确保现有测试全部通过。 五、文档更新 - 新增 docs/agent-runtime.md； - 说明 Runtime 在整个系统中的位置； - 说明它如何支撑未来 SF-01 到 SF-07； - 明确：PR-35 是从“质量系统”走向“自动开发执行系统”的关键桥梁。 完成后请输出： 1. 修改文件列表； 2. 核心设计说明； 3. 测试结果； 4. 是否影响 PR-34 之前的能力； 5. 下一
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L6] Assistant: Let me first understand the current project state comprehensively.
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L9] Assistant: Let me narrow down to find the actual project we're working on.
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L16] Assistant: Now let me read the key existing modules to understand their APIs.
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L24] Assistant: Now I have a thorough understanding of the project. Let me read a few more critical files before implementing.
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L28] Assistant: Now I have full context. Let me implement PR-35: Agent Runtime. I'll create the plan and execute.
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L44] Assistant: Now let me create the comprehensive tests:
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L46] Assistant: Now let me create the documentation and then run all tests.
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L48] Assistant: Now let me run the tests. First the new Agent Runtime tests, then existing tests to verify no regressions.
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L114] Assistant: Found it! The hex shows `do")];` — the `}` to close the object literal is missing. The line needs `"do" })]` not `"do")]`. Let me fix this:
[main/sessions/main/5b09a5d2-b415-41a8-b8b8-bb73eea2c41d.jsonl.deleted.2026-06-05T00-58-27.833Z#L118] Assistant: Syntax check passes! Now let's run the full test suite:
[main/sessions/main/5bd9a47a-c597-4b4e-afcd-3e178c0a5ef4.jsonl.deleted.2026-06-04T20-06-50.127Z#L5] User: # PR-22 — Compatibility Matrix for Claw Version Upgrades 目标： 在不修改 PR-13~21 既有 Pipeline、Checklist、Gate、Baseline、Evolution 逻辑的前提下，建立 Claw 版本兼容性矩阵，用于验证不同 Claw 数据结构或版本升级后，Release Pipeline 是否仍然可靠。 ## 工作要求 ### 1. 新增 Compatibility Matrix 新增： * d
[main/sessions/main/5bd9a47a-c597-4b4e-afcd-3e178c0a5ef4.jsonl.deleted.2026-06-04T20-06-50.127Z#L5] User: 1. 当前兼容版本 * Claw 1.0.x * memory/blocs * memory/cycles * memory/candidates 2. 小版本兼容变化 * Claw 1.1.x * 新增字段 *
[main/sessions/main/5bd9a47a-c597-4b4e-afcd-3e178c0a5ef4.jsonl.deleted.2026-06-04T20-06-50.127Z#L101] Assistant: PR-22 完成。所有 33 个测试通过，CLI 验证通过。 --- ## 交付物 ### 1. `docs/compatibility-matrix.md` Compatibility Matrix 文档，定义 Schema、覆盖 **7 个版本场景**： - Claw 0.1.x（废弃/旧目录结构） - Claw 1.0.0（当前兼容版本，Baseline v1） - Claw 1.1.0（小版本新增字段） - Claw 1.2.0（字段重命名） - C
[main/sessions/main/5bd9a47a-c597-4b4e-afcd-3e178c0a5ef4.jsonl.deleted.2026-06-04T20-06-50.127Z#L101] Assistant: 17 个测试（正常路径 + 边界 + 错误注入） - **Part B** — 版本解析比较 8 个测试 - **Part C** — `validateFixtures` 全局验证 5 个测试 - **Part D** — CLI 端到端 3 个测试（exit code、verbose、summary） ### 5. `docs/README.md` — 索引已更新 PR-22 加入 Components / Status / Key Files / Ru
[main/sessions/main/5bd9a47a-c597-4b4e-afcd-3e178c0a5ef4.jsonl.deleted.2026-06-04T20-06-50.127Z#L113] Assistant: 会话已保存到 `memory/daily/2026-06-05.md`。
[main/sessions/main/5ca9bcc8-ae20-4ae1-a24e-bce58db0873d.jsonl#L8] Assistant: 服务器正常返回，包含 xiaolong 相关项目，静默退出。
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L5] User: # PR-31 — Continuous Agent Monitoring 目标： 在不修改 PR-13~30 核心逻辑的前提下，基于 Agent Event Bus 建立 Continuous Agent Monitoring。 使 AgentOps 平台从： 手动分析 → 事件驱动 → 持续监控 升级为： 持续监控 → 自动发现异常 → 自动生成告警 → 自动更新状态 本阶段不修改： * Registry * Adapter * Baseline * Gate * Compatibility * Rotation * Dashboa
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L5] User: test/fixtures/continuous-monitoring/ 输出： continuous-monitoring/ ├── monitoring-report.json ├── monitoring-summary.json ├── monitoring-alerts.json ├── monitoring-trends.json └── monitoring-report.md --- ## 2. Monitoring Snapshot Model 定义： { "agentId": "claw-prod", "timest
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L5] User: healthScore 跌幅 > 15% * riskLevel 升级为 high * rollback count 激增 ### Warning 触发任一： * compatibility warning * certification conditionally_ready --- ## 5. Monitoring Alert Engine 生成： { "alertId": "monitor-001", "severity": "critical", "agentId": "claw-prod", "reason": "health
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L5] User: critical-monitoring-history.json * rollback-spike-history.json * mixed-monitoring-history.json --- ## 9. Validation Scenarios
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L19] Assistant: Let me look at the fixtures and the existing markdown output pattern more closely.
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L24] Assistant: Let me now create all the monitoring fixtures first.
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L49] Assistant: 4 test failures — let me debug and fix. The issues are: 1. Transition rules (CR-2, HR-2, HR-3) only check latest vs previous, missing transitions in earlier pairs 2. `degradingAgents` count relies on status field instead of trend analysis
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L51] Assistant: I need to refactor `evaluateAgentRules` to scan all snapshot pairs for transition rules, and `generateFleetSummary` to use trend data for degrading detection.
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L53] Assistant: Now fix `generateFleetSummary` to use trend data for degrading detection:
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L55] Assistant: Now update `buildContinuousMonitoring` to pass trends to `generateFleetSummary`:
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L59] Assistant: All 65 tests pass. Let me verify the CLI works end-to-end:
[main/sessions/main/5cb077aa-2278-48c8-a84f-559c74f64528.jsonl#L64] Assistant: Everything is working well. Let me clean up and commit:
[main/sessions/main/5e016424-443b-470d-bd8d-aa947db3de45.jsonl#L8] Assistant: 服务器正常（包含 xiaolong 数据）。静默退出，重置失败计数器。
[main/sessions/main/60cb5028-8542-4b12-9052-8de53fa9145c.jsonl#L39] Assistant: 同步完成。总结一下结果，写入日记。
[main/sessions/main/60cb5028-8542-4b12-9052-8de53fa9145c.jsonl#L49] Assistant: 同步完成，报告如下。 --- ## GitHub Agent 框架同步报告 — 2026-06-05 10:10 ### 6/6 全部完成 ✅ | 仓库 | 结果 | 大小 | 说明 | |------|------|------|------| | **MetaGPT** | ✅ 已同步 | 36M | FoundationAgents/MetaGPT | | **CrewAI** | ✅ **新增** 🆕 | 71M | 首次同步至 Gitea | | **AutoGen** | ✅ 已同步 | 28M | micro
[main/sessions/main/6359b2cd-0888-4add-901c-547b841cbf3f.jsonl#L5] User: [Subagent Context] You are running as a subagent (depth 1/1). Results auto-announce to your requester; do not busy-poll for status. [Subagent Task] ## AP-5: XL Detection & Recursive Split ### Objective 实现 XL Detection 模块。检测 AgentPackage 是否超过 SIZE_LIMITS，若是则递归拆分为子 Package
[main/sessions/main/6359b2cd-0888-4add-901c-547b841cbf3f.jsonl#L5] User: deliverables > 6 - estimatedInputTokens > budgetTokens * 0.9 ### Acceptance Criteria 1. 检测 XL 包 → 递归拆分为子 Package（不超过 Large） 2. 非 XL 包 → 原样返回 3. 空列表 → 返回空 4. 拆分后所有子包通过 XL 检测 5. 边界情况: 最大允许值刚好等于 limit 时不触发 ### Files To Modify 1. `repos/orchestration-engine/src/xl-detector.t
[main/sessions/main/6359b2cd-0888-4add-901c-547b841cbf3f.jsonl#L27] Assistant: Now I have full context. Let me create both files.
[main/sessions/main/6359b2cd-0888-4add-901c-547b841cbf3f.jsonl#L43] Assistant: Three issues: (1) `throws` regex doesn't match message (code vs text), (2) dependencies are never split causing infinite recursion, (3) need to split dependencies too. Let me fix both files.
[main/sessions/main/6359b2cd-0888-4add-901c-547b841cbf3f.jsonl#L55] Assistant: All 28 tests pass. Let me do a final review of the output files.
[main/sessions/main/6359b2cd-0888-4add-901c-547b841cbf3f.jsonl#L58] Assistant: All 28 tests pass. Here's what was accomplished: --- ## AP-5: XL Detection & Recursive Split — Complete ### Files Created **`repos/orchestration-engine/src/xl-detector.ts`** — Core module with 5 exports: | Export | Purpose | |--------|---------| | `SIZE_LIMITS` | C
[main/sessions/main/6359b2cd-0888-4add-901c-547b841cbf3f.jsonl#L58] Assistant: across 4 suites ### Acceptance Criteria Coverage | AC | Tests | Status | |----|-------|--------| | 1. XL → recursive split | `AC-1`, `recursiveSplit` suite | ✅ | | 2. Non-XL → unchanged | `AC-2` | ✅ | | 3. Empty → empty | `AC-3` | ✅ | | 4. All sub-packages pass XL 
[main/sessions/main/6359b2cd-0888-4add-901c-547b841cbf3f.jsonl#L58] Assistant: injected** into each sub-package for traceability - **Size**: Sub-packages assigned `'Large'` (cannot exceed Large per spec) - **ContextBudget**: Estimated input tokens split proportionally
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L5] User: [Subagent Context] You are running as a subagent (depth 1/1). Results auto-announce to your requester; do not busy-poll for status. [Subagent Task] ## AP-1: Spec Parser ### Objective 实现 Spec Parser 模块。输入 Markdown/JSON 项目方案文档，输出 `ParsedSpec` 结构化对象。支持 Level 0-3 四种输入，缺失字段自动
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L5] User: 输入（业务目标+技术栈）→ 补全 Assumptions 3. 解析 Level 2 输入（一句话项目描述）→ 标记 DRAFT + 大量 Assumptions 4. 解析 Level 3 输入（无项目信息）→ 抛出可恢复错误 5. 输入为 Markdown 或 JSON 格式，均需支持 ### Business Context 这是编排系统的输入层。用户的方案文档（可能详尽可能一句话）进入 → 解析器提取所有已知字段 → 未知字段自动生成 Assumption 并标记 → 输出给后续 Orchestrator。 ### Key De
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L5] User: && npx tsx src/parser.test.ts` Write code only. No explanations in the output files. Begin. Execute the assigned task to completion.
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L12] Assistant: Now let me check if there's a tsconfig to ensure we're aligned:
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L14] Assistant: Now I have full context. Let me create both files.
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L16] Assistant: Now the test file:
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L18] Assistant: Now let me run the type check and tests:
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L20] Assistant: Several TS strict mode issues. Let me fix the type errors:
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L24] Assistant: The parser.ts compiles cleanly. Just need to fix the test file's type issues and install `@types/node`:
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L30] Assistant: Also fix the test file's null-check for `admin`:
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L36] Assistant: TypeScript compiles cleanly. Now run the tests:
[main/sessions/main/64cf64fa-74fb-4fa9-ba07-707070796128.jsonl#L38] Assistant: 5 test failures to fix. Let me analyze and fix them all: **Issues:** 1. Level-0 detection fails because `## Database` is a subsection of `## Architecture`, not a top-level section 2. `rawInput` has trailing newline trimmed 3. Level-1 detection fails because input h
[main/sessions/main/67281f27-bccf-49c3-821b-94b23443cd75.jsonl#L5] User: [Subagent Context] You are running as a subagent (depth 1/1). Results auto-announce to your requester; do not busy-poll for status. [Subagent Task] ## AP-10: CLI Entry & Integration ### Objective 组装所有模块为可执行 CLI。实现完整的 orchestrate pipeline: parse → inject learning → orches
[main/sessions/main/67281f27-bccf-49c3-821b-94b23443cd75.jsonl#L5] User: detectAndSplitPackages() - `repos/orchestration-engine/dist/dep-graph.js` — buildDependencyGraph() - `repos/orchestration-engine/dist/parallel-optimizer.js` — optimizeParallelism() - `repos/orchestration-engine/dist/quality-gate.js` — validateQualityGate() - `repos/orche
[main/sessions/main/67281f27-bccf-49c3-821b-94b23443cd75.jsonl#L5] User: 退出码 1 6. 空输入 → 显示用法 + 退出码 0 ### Key Functions - `main(): Promise<void>` — CLI 主函数 - 参数解析：--json, --persist, --help, --version, --output <file> - Pipeline: read input → parseSpec → readSkills → injectLearning → Orchestrator.orchestrate → validateQualityGate → renderExecut
[main/sessions/main/67281f27-bccf-49c3-821b-94b23443cd75.jsonl#L5] User: add bin, scripts) ### Verification - Run: `cd repos/orchestration-engine && echo "# Test Project\n## Business Model\n- Users: Admin" | npx tsx src/cli.ts | head -20` - Run: `cd repos/orchestration-engine && npx tsx src/cli.ts --help` Write code only. No explanations in t
[main/sessions/main/67281f27-bccf-49c3-821b-94b23443cd75.jsonl#L11] Assistant: Let me examine the types and module interfaces:
[main/sessions/main/67281f27-bccf-49c3-821b-94b23443cd75.jsonl#L45] Assistant: Now I have a clear picture of all APIs. Let me create the CLI file:
[main/sessions/main/67281f27-bccf-49c3-821b-94b23443cd75.jsonl#L47] Assistant: I notice a duplicate `loadReflections` definition. Let me fix that:
[main/sessions/main/67281f27-bccf-49c3-821b-94b23443cd75.jsonl#L55] Assistant: Now let me update the `package.json`:
