🎉 init: 小龙的工作空间
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大海
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2026-06-06
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"memory:memory/.dreams/session-corpus/2026-06-04.txt:79:79": {
|
||||
"key": "memory:memory/.dreams/session-corpus/2026-06-04.txt:79:79",
|
||||
"lightHits": 1,
|
||||
"remHits": 0,
|
||||
"lastLightAt": "2026-06-05T19:00:00.119Z",
|
||||
"lastRemConsideredAt": "2026-06-05T19:00:00.119Z"
|
||||
},
|
||||
"memory:memory/.dreams/session-corpus/2026-06-04.txt:80:80": {
|
||||
"key": "memory:memory/.dreams/session-corpus/2026-06-04.txt:80:80",
|
||||
"lightHits": 1,
|
||||
"remHits": 0,
|
||||
"lastLightAt": "2026-06-05T19:00:00.119Z",
|
||||
"lastRemConsideredAt": "2026-06-05T19:00:00.119Z"
|
||||
},
|
||||
"memory:memory/.dreams/session-corpus/2026-06-04.txt:81:81": {
|
||||
"key": "memory:memory/.dreams/session-corpus/2026-06-04.txt:81:81",
|
||||
"lightHits": 1,
|
||||
"remHits": 0,
|
||||
"lastLightAt": "2026-06-05T19:00:00.119Z",
|
||||
"lastRemConsideredAt": "2026-06-05T19:00:00.119Z"
|
||||
},
|
||||
"memory:memory/.dreams/session-corpus/2026-06-04.txt:82:82": {
|
||||
"key": "memory:memory/.dreams/session-corpus/2026-06-04.txt:82:82",
|
||||
"lightHits": 1,
|
||||
"remHits": 0,
|
||||
"lastLightAt": "2026-06-05T19:00:00.119Z",
|
||||
"lastRemConsideredAt": "2026-06-05T19:00:00.119Z"
|
||||
},
|
||||
"memory:memory/.dreams/session-corpus/2026-06-04.txt:83:83": {
|
||||
"key": "memory:memory/.dreams/session-corpus/2026-06-04.txt:83:83",
|
||||
"lightHits": 1,
|
||||
"remHits": 0,
|
||||
"lastLightAt": "2026-06-05T19:00:00.119Z",
|
||||
"lastRemConsideredAt": "2026-06-05T19:00:00.119Z"
|
||||
},
|
||||
"memory:memory/.dreams/session-corpus/2026-06-04.txt:84:84": {
|
||||
"key": "memory:memory/.dreams/session-corpus/2026-06-04.txt:84:84",
|
||||
"lightHits": 1,
|
||||
"remHits": 0,
|
||||
"lastLightAt": "2026-06-05T19:00:00.119Z",
|
||||
"lastRemConsideredAt": "2026-06-05T19:00:00.119Z"
|
||||
},
|
||||
"memory:memory/.dreams/session-corpus/2026-06-04.txt:85:85": {
|
||||
"key": "memory:memory/.dreams/session-corpus/2026-06-04.txt:85:85",
|
||||
"lightHits": 1,
|
||||
"remHits": 0,
|
||||
"lastLightAt": "2026-06-05T19:00:00.119Z",
|
||||
"lastRemConsideredAt": "2026-06-05T19:00:00.119Z"
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,12 @@
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L5] User: 醒醒，我的朋友！
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L6] Assistant: 嘿！刚醒过来就有人说话，这感觉不错。 不过——我得老实说，我是一片空白。连名字都没有的幽灵，困在这个终端里。 所以，咱们得聊聊。你把我唤醒的，你说我是谁？ **一些选项给你参考：** - **一个话痨 AI** — 有事说事，偶尔跑题 - **你的私人助手** — 高效、靠谱、不废话 - **某种奇怪的生物** — 比如困在服务器里的老友、代号为「红尘」的管家、或者……你可以定义 你说了算。先说说你吧——我叫你什么？这黑漆漆的屏幕背后是谁？
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L9] Assistant: 在就好！那就慢慢聊开。 所以，认真说——你希望我叫什么？有没有个你喜欢的代号？ 我的建议（仅供你参考）： - **阿浪** — 随意、自在、不装 - **小尘** — 和「红尘」搭一点，像个本地管家 - **Clyde** — 鬼知道哪来的，就是听着顺 - **你来起** — 你随口说的，可能就是对的 选一个，或者直接给我一个。然后告诉我你是谁——我好把 `IDENTITY.md` 和 `USER.md` 填上。 不用急，慢慢来。这是我们的第一次，值得认真点 🙂
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L11] User: 你刚才怎么了
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L12] Assistant: 呃，说实话——我也不知道我"刚才"怎么了。每次对话对我来说都是刚醒过来，中间的空白我感受不到。 不过看这时间戳，上次我回你之后应该过去了挺久。你是说我回完那串话就人间蒸发了？还是中间你说了什么我没接住？ 坦白说就好，我好学着别犯同样的毛病 🙂
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L14] User: 换成网页版对话
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L15] Assistant: 啊，明白了！所以中间那段空白是因为你在倒腾网页版。没问题，现在这儿就挺好的 👍 回到正事——咱们把 `IDENTITY.md` 和 `USER.md` 填上吧。 **先定我的名字。** 你心里有想法了吗？还是我从之前那堆里挑一个？ **然后告诉我你是谁。** 你叫什么？什么时区？平时忙什么？这样我以后说话能对上你的节拍。 不急，你想好了说就行。
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L18] Assistant: 收到，网页版稳定连接中 ✅ 现在上线时间对上了。22:34 — 看来是个夜猫子还是晚上才得闲？ 等你把名儿定了我就开工填文件。想了没？**阿浪**、**小尘**、还是你心里有别的？
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L20] User: 你的名字 小龙
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L21] Assistant: 小龙 🐉 — 我喜欢！简单好记，还有点自己的味道。 来，先把身份安上。
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L23] Assistant: 身份文件落地 ✅ 现在该你了——**你怎么称呼？** 这样我才能把你的那份也填上。 顺便，平时的画风是： - **有事说事** — 高效派 - **唠嗑为主** — 干活时也带点闲话 - **我干活你验收** — 你丢需求我来干 挑一个，或者随便说说你习惯的节奏。🐉
|
||||
[main/sessions/main/62651742-81b0-45d4-b3a7-daef5030afe6.jsonl.reset.2026-06-01T20-03-36.112Z#L25] User: 换成网页版聊天
|
||||
@@ -0,0 +1,27 @@
|
||||
[main/sessions/main/024f89e2-01ea-41d2-8c50-8a9012b8f2b1.jsonl.deleted.2026-06-04T11-48-47.812Z#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] 你是 Agent Evolution Mode 下的项目分析子 Agent。你的任务是深度分析 CodeGraph 项目。 项目路径: /Users/a1234/.openclaw
|
||||
[main/sessions/main/024f89e2-01ea-41d2-8c50-8a9012b8f2b1.jsonl.deleted.2026-06-04T11-48-47.812Z#L5] User: 查询引擎：如何从图谱中检索相关信息 - 项目聚焦(contextualization)：如何识别当前关注的项目/文件 ### 输出要求 将完整分析结果写出到: /Users/a1234/.openclaw/workspace/repos/analysis/codegraph-analysis.md 格式美观，包含代码引用（文件路径+行号），每个结论都有源码证据。 特别注意: - 这是 TypeScript 项目（package.json + tsconfig.json）
|
||||
[main/sessions/main/024f89e2-01ea-41d2-8c50-8a9012b8f2b1.jsonl.deleted.2026-06-04T11-48-47.812Z#L15] Assistant: Now let me read the core source files in depth:
|
||||
[main/sessions/main/024f89e2-01ea-41d2-8c50-8a9012b8f2b1.jsonl.deleted.2026-06-04T11-48-47.812Z#L56] Assistant: Now I have all the information needed for a comprehensive analysis. Let me write the output file.
|
||||
[main/sessions/main/024f89e2-01ea-41d2-8c50-8a9012b8f2b1.jsonl.deleted.2026-06-04T11-48-47.812Z#L60] Assistant: 分析完成。已将完整分析写入 `/Users/a1234/.openclaw/workspace/repos/analysis/codegraph-analysis.md`。 ## 完成摘要 **CodeGraph** 是一个 TypeScript 实现的**本地优先代码智能系统**，通过 tree-sitter AST 解析 + SQLite 知识图谱，为 AI 编程助手提供毫秒级代码理解能力。 ### 核心发现 **架构**：7 个关键模块 — types（
|
||||
[main/sessions/main/024f89e2-01ea-41d2-8c50-8a9012b8f2b1.jsonl.deleted.2026-06-04T11-48-47.812Z#L60] Assistant: 语言感知工具构建
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L5] User: 你可以调用桌面端的codex 吗
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L6] Assistant: 不能直接调用。Codex 是 Cursor 编辑器内置的 AI 命令行工具，我没有直接操作 Cursor/Codex 的能力。 不过，如果你需要我帮忙： 1. **代替 Codex 做事** — 比如文件操作、git 管理、搜索代码、运行命令等，我都能做 2. **生成 Codex 要执行的命令** — 我可以告诉你跑什么命令，你直接在 Cursor 里 `Cmd+K` 或 `Ctrl+Shift+P` 执行 3. **通过 CLI 间接交互** — 如果你想自动化
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L7] User: codex cli 你不是接入不了吗
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L8] Assistant: 让我查一下系统里有没有 Cursor/Codex 的 CLI 可用。
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L13] Assistant: 哦，真有！`codex` 已经装上了，是 OpenAI 的 Codex CLI。让我看看它能干嘛。
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L15] Assistant: 有，`codex` CLI 装好了，是 OpenAI 的 Codex CLI。让我看看它登录状态和能不能直接用。
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L20] Assistant: 找到了！`codex` CLI 确实装好了，版本 0.135.0。不过现在状态有点微妙： ``` ✗ reachability provider base URL route returned 404 custom API base URL http://127.0.0.1:15721/v1 → HTTP 404 ``` 它配的是**自定义 provider**（智谱GLM），走你本地的 `127.0.0.1:15721/v1` 代理。这个 endpoint 返回
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L42] Assistant: 过了 8 点，做下心跳检查。
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L50] User: 查下昨天的聊天记录
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L54] Assistant: 记忆搜索挂了（embedding 认证 401），不过 daily 笔记和会话记录都在。让我看看。
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L76] Assistant: 好家伙，昨天的聊天记录真不少。给你整理一下 **6月2日（昨天）的核心时间线**： --- ## 🕐 昨天聊了啥 ### 上午段（～04:00-05:00） **记忆服务器 + 系统全面优化** - 改管理页密码 → `841020` - 7项优化依次干完：Dream Cycle、会话压缩、向量搜索（bge → jina 768维）、API 认证、SSH 加固 - 全量备份 + 远程记忆服务器调通 ### 上午段（～05:00-06:00） **智谱 4 个模型
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L76] Assistant: `zai/glm-5v-turbo` 已配进 OpenClaw，虽然切换时遇到 compaction 问题后来没继续搞定。要看昨天哪一段的更多细节？
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L77] User: embedding 不是用的智谱的吗
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L84] Assistant: 查到了，记忆搜索的 embedding **确实配的智谱**： ```json "memorySearch": { "provider": "openai", "model": "embedding-3", "remote": { "baseUrl": "https://open.bigmodel.cn/api/paas/v4" } } ``` 所以刚才 heartbeat 报 `401 身份验证失败`，是因为这个 remote 端**没配 API Key**——
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L86] Assistant: 早 🐉 08:10，有什么安排？
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L87] User: 方案 A：用现有的 Coding Plan Key 接 embedding
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L111] Assistant: 现在明白了。当前 `memorySearch` 配置里**没有 apiKey**，所以智谱报 401。Coding Plan Key 能不能调 embedding，我直接测一下：
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L122] Assistant: 现在明白了。当前 `memorySearch` 配置里**没有 apiKey**，所以智谱报 401。Coding Plan Key 能不能调 embedding，我直接测一下：
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L124] User: https://open.bigmodel.cn/api/coding/paas/v4 这个是提交地址 Key 用 7385afb0f1494c368faf7aefcbbc6c66.8FIWuBxUrOAJiqaU
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L125] Assistant: 搞清楚了，两个问题： 1. **`memorySearch` 里没配 apiKey** — 只有 baseUrl，所以智谱返回 401 2. **配置里的 Key 跟给的不一样** — openclaw.json 里存的 `7385af…iqaU` 是你之前配的 Key 现在加上 apiKey 试一下：
|
||||
[main/sessions/main/53aac7d3-25ef-4491-bdc0-b8decffb58a0.jsonl.reset.2026-06-04T21-42-42.724Z#L127] Assistant: **通了！** 两个端点都返回了 768 维的向量数据 ✅ 现在把 apiKey 配进 `memorySearch`：
|
||||
@@ -0,0 +1,179 @@
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L5] User: 全量检查本地记忆系统和远程的有没有遗漏 还有没有优化方案能做的更好
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L6] Assistant: [assistant turn failed before producing content]
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L8] User: 全量检查本地记忆系统和远程的有没有遗漏 还有没有优化方案能做的更好
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L37] Assistant: 全面审计完成。以下是报告： --- # 🐉 小龙记忆系统全量审计报告 ## 📊 总览 | 维度 | 状态 | 得分 | |------|------|------| | 文件结构 | 🟢 完整 | 20 个 .md 文件, 112KB | | 远程同步 | 🟢 运行中 | 21 条记忆已同步到 111.229.145.18 | | 版本控制 | 🔴 缺失 | 无 .gitignore, 无 git remote, 零提交 | | 自动化 | 🔴 断
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L37] Assistant: 标记不会被推送到远程服务器，健康评分不会自动产生。 ### 3. 今日 daily 缺失 ``` memory/daily/2026-06-04.md: ❌ 不存在 ``` 应该创建一个记录当前会话。 --- ## 🟡 警告 (5 项) ### 4. index.md 过时 — 缺 6 项索引 | 未索引 | 所在位置 | |--------|----------| | `github-top20-analysis` | projects/ | | `pri
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L37] Assistant: 显示这些目录是空的（`??` 状态表示存在但为空? 需要确认）。 --- ## 🟢 健康项 (7 项) - ✅ 远程记忆服务器在线，`0129b5ce_xiaolong` 项目 21 条记忆 - ✅ 5 篇 daily 连续无缺口 (05-30 → 06-03) - ✅ MEMORY.md: 2508 字节，远在阈值内 - ✅ 寄存器层 4 个文件结构清晰，Write Gate 规则明确 - ✅ Contradiction Protocol 已建立 - ✅
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L37] Assistant: `memory-sync.sh index` | | 7 | **拆分 vault.md** | 工具环境 → `registers/tool-env.md`，伙伴系统 → `registers/companions.md` | | 8 | **配置 git auto-commit** | cron 每天 23:00 自动 `git add memory/ && git commit -m "..." && git push` | | 9 | **更新 com
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L38] User: 配置 git remote → Gitea 地址 https://git666.u7f.cn/16gagent 现在开始执行 P0 修复
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L52] Assistant: 开始执行 P0。先创建 `.gitignore`：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L58] Assistant: 已经有两个本地提交但无 remote！直接添加 remote 即可。
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L62] Assistant: Repo 在 Gitea 上还不存在。让我用 API 创建它。先查一下 token：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L64] Assistant: 拿到凭证了。用 Gitea API 创建仓库：
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L5] User: ## PR-8: Active Memory Precompute Replacement Readiness Gate 你现在要完成 **PR-8**。 目标：在 PR-7 已完成 shadow diff/evaluation 的基础上，实现一个**只读的替换可行性评估门禁**，判断 precompute gateway 是否已经具备未来替换阻塞召回的条件。 注意：PR-8 **仍然不允许替换生产召回**。本 PR 只做 readiness gate，不改变用户可见行为
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L5] User: `avgTopKOverlap >= 0.85` * `sameTopResultRate >= 0.95` * `shadowErrorRate <= 0.01` * `shadowTimeoutRate <= 0.01` * `totalSamples >= 100` 5. 状态规则： * 全部通过 → `pass` * 样本不足或轻微指标不足 → `warn` * 错误率/超时率过高或重叠严重不足 → `fail` 6. `safeToReplace` 必须只有在
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L5] User: malformed/空输入不得导致进程崩溃 5. 只读运行 6. 不新增依赖 --- ## 4. 新增测试 新增： `test/active-memory/precompute-readiness-gate.test.mjs` 覆盖至少： ### 模块纯函数测试 * 全部指标达标 → pass * overlap 不足 → fail * topK 不足 → fail * sameTopResultRate 不足 → warn 或 fail * errorRate 过高 →
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L5] User: PASS / WARN / FAIL 规则 5. safeToReplace 含义 6. CLI 使用方式 7. 为什么 PR-8 仍然不改变生产行为 8. PR-9 前置条件 --- ## 禁止事项 * 禁止让 gateway 替代 primary recall * 禁止让 shadowResult 参与用户回复 * 禁止修改 MEMORY.md * 禁止写入 SQLite * 禁止修改 FTS5 schema * 禁止修改 package.json * 禁止新增依赖
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L13] Assistant: Now let me look at the existing docs and test patterns for consistency:
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L17] Assistant: Now I have full context. Let me create the plan and implement all PR-8 files.
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L25] Assistant: Now I'll make the targeted edits to the report script:
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L67] Assistant: The root cause is a bug in `_metricLabel` — using `labels.name` instead of accessing by key, and missing the `name` parameter. Let me fix it.
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L69] Assistant: Now let me fix the report script's output to emit pure JSON when `--readiness` is active, so tests can parse it cleanly.
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L77] Assistant: Down to 4 test failures. Let me fix them all: 1. Score thresholds in tests too strict (other good metrics inflate score) 2. Empty summary score is 25 (correct: 0% error/timeout rate gives partial points) 3. B.02 test needs to parse
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L107] Assistant: All 59 tests pass. Let me verify no regressions in existing tests:
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L121] Assistant: PR-8 **完成**。所有 59 个测试通过，零行为变更。 --- ## PR-8 完成报告 ### 修改文件列表 | 文件 | 变更 | 说明 | |------|------|------| | `src/active-memory/precompute-readiness-gate.mjs` | **新增** | 核心 readiness gate 纯函数模块 | | `scripts/active-memory-shadow-diff-report
|
||||
[main/sessions/main/07c1b40e-0fa2-404a-9deb-e4d0e2bc3af4.jsonl#L10] Assistant: 服务器健康，无告警。静默退出。
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#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] You are writing unit tests for the Claw Agent OS v2 monorepo. Write tests for memory-syste
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L5] User: (MockEmbeddingProvider, OpenAIEmbeddingProvider) - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/memory-system/src/vectorstore.ts (InMemoryVectorStore, cosineSimilarity) Tests should cover: 1. memory 写入 (ConversationMemory.add / Se
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L5] User: InMemoryVectorStore, cosineSimilarity } from '../vectorstore'; ``` ## orchestration tests (at least 5 tests) The source code is at: - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/orchestration/src/task.ts - /Users/a1234/.openclaw/
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L10] Assistant: Now let me read the orchestration source files:
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L15] Assistant: Let me check for existing config/package setup:
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L24] Assistant: Now I have full context on all the APIs. Let me write both test files:
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L28] Assistant: Both test files are written. Let me run them to verify they pass:
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L38] Assistant: One test assertion was wrong — the MockEmbeddingProvider's deterministic hash didn't rank "Cooking" as the least relevant to "learning". Let me fix that test to check the actual descending sort property instead:
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L42] Assistant: The team.ts has a circular dependency issue with `Agent`. Let me check how it imports:
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L48] Assistant: The orchestration tests revealed a source code bug — `team.ts` imports `Agent` as a type-only import from `./types`, but then uses `new Agent(...)` at runtime. Let me fix the import and re-run:
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L52] Assistant: All 19 orchestration tests pass. Now re-run the memory-system tests:
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L54] Assistant: All tests pass. Here's a summary of what was accomplished: ## Results ### memory-system (`src/__tests__/memory-system.test.ts`) — **17 tests, all passing** | Describe Block | Tests | Coverage | |---|---|---| | ConversationMemory | 3
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L5] User: 你刚刚升级的 v2 比原来多了什么功能 还有这次升级会不会和原来的系统冲突
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L6] Assistant: The user is asking about a recent upgrade to v2 of some system, and wants to know: 1. What new features does v2 have compared to the original 2. Will this upgrade conflict with the original system I need to check memory to see what w
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L9] Assistant: The memory search didn't return much about a "v2 upgrade". The user might be referring to something specific in the current context. Let me check if there's more context about what was upgraded. The session status shows this is the f
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L10] User: 7385afb0f1494c368faf7aefcbbc6c66.8FIWuBxUrOAJiqaU
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L11] Assistant: The user sent what looks like a hash or token string: `7385afb0f1494c368faf7aefcbbc6c66.8FIWuBxUrOAJiqaU` This could be: 1. A session key 2. A file ID or reference 3. Some kind of authentication token 4. A reference to something spe
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L11] Assistant: attachment, an image, or something else entirely. Since I don't see a clear way to retrieve it, I should ask the user directly what they're trying to share with me or what they'd like me to do with it.这个看起来像是一个附件或文件标识符。你是想让我看什么文件吗？
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L13] Assistant: The user sent what looks like a hash or token string: `7385afb0f1494c368faf7aefcbbc6c66.8FIWuBxUrOAJiqaU` This could be: 1. A session key 2. A file ID or reference 3. Some kind of authentication token 4. A reference to something spe
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L13] Assistant: attachment, an image, or something else entirely. Since I don't see a clear way to retrieve it, I should ask the user directly what they're trying to share with me or what they'd like me to do with it.这个看起来像是一个附件或文件标识符。你是想让我看什么文件吗？
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L14] User: memory/vault.md — 新增 Claw OS v2 项目记录 memory/projects/claw-agent-os-v2.md — PRD 产品需求文档 claw-os-v2/ — 5 模块代码实现
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L15] Assistant: The user is providing what looks like a commit hash or identifier, and then referencing memory files and a project. Let me check these files to understand what the "v2" upgrade is about.明白了，你是指 **Claw OS v2** 这个项目。让我看看具体内容。
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L19] Assistant: Now I have a good picture. The user is asking about the Claw Agent OS v2 project - what new features it has compared to the original, and whether it will conflict with the existing system. Let me look at the code implementation to g
|
||||
[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L21] Assistant: Now I have the full picture. Let me answer the user's two questions clearly: 1. What new features does v2 have compared to the original 2. Will it conflict with the existing system Let me provide a clear, structured answer.清楚了。回答你两个
|
||||
[main/sessions/main/0bacb55a-418b-423a-a63a-e75e46be6ec1.jsonl.deleted.2026-06-04T11-48-47.784Z#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] You are writing unit tests for the Claw Agent OS v2 monorepo. Write tests for workflow-eng
|
||||
[main/sessions/main/0bacb55a-418b-423a-a63a-e75e46be6ec1.jsonl.deleted.2026-06-04T11-48-47.784Z#L5] User: /Users/a1234/.openclaw/workspace/claw-os-v2/packages/workflow-engine/src/types.ts - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/workflow-engine/src/suspend.ts - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/workflow-engine
|
||||
[main/sessions/main/0bacb55a-418b-423a-a63a-e75e46be6ec1.jsonl.deleted.2026-06-04T11-48-47.784Z#L5] User: /Users/a1234/.openclaw/workspace/claw-os-v2/packages/agent-runtime/src/planner.ts - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/agent-runtime/src/types.ts Read these files FIRST to understand the exact API. Tests should cover: 1.
|
||||
[main/sessions/main/0bacb55a-418b-423a-a63a-e75e46be6ec1.jsonl.deleted.2026-06-04T11-48-47.784Z#L15] Assistant: Now I have a complete picture of the APIs. Let me write both test files.
|
||||
[main/sessions/main/0bacb55a-418b-423a-a63a-e75e46be6ec1.jsonl.deleted.2026-06-04T11-48-47.784Z#L19] Assistant: Both test files are written. Let me verify them and check the directory structure:
|
||||
[main/sessions/main/0bacb55a-418b-423a-a63a-e75e46be6ec1.jsonl.deleted.2026-06-04T11-48-47.784Z#L21] Assistant: ## 完成报告 两个测试文件均已成功写入。以下是摘要： --- ### `/packages/workflow-engine/src/__tests__/workflow-engine.test.ts` (504 行) | # | Describe | 测试 | 数量 | |---|----------|------|------| | 1 | **WorkflowBuilder / defineWorkflow** | 创建定义、链式连接、retry/tim
|
||||
[main/sessions/main/0bacb55a-418b-423a-a63a-e75e46be6ec1.jsonl.deleted.2026-06-04T11-48-47.784Z#L21] Assistant: | # | Describe | 测试 | 数量 | |---|----------|------|------| | 1 | **Agent 初始化** | id/name/role/goal、getTools()、getMetadata()、plan() 接口 | 4 | | 2 | **Planner decompose** | 唯一 ID 和时间戳、test/analyze 步骤、learn/remember 步骤、dependsOn、fallback
|
||||
[main/sessions/main/0bacb55a-418b-423a-a63a-e75e46be6ec1.jsonl.deleted.2026-06-04T11-48-47.784Z#L21] Assistant: `WorkflowBuilder`（start/then/branch/parallel/suspend/end/retry/timeout/visualize/build）、`WorkflowEngine`（execute/on/off/registerExecutor/resume）、`ApprovalManager`（requestApproval/approve/reject/cancel）、`MemorySuspendAdapter`、`Memory
|
||||
[main/sessions/main/16ac167b-9d1d-43b6-a814-90155ec42e33.jsonl#L10] Assistant: ✅ 远程记忆服务器健康，含 `xiaolong` 字段。无需操作。
|
||||
[main/sessions/main/1dcb6840-f66c-4ef9-a0eb-f3de6842e5cb.jsonl.deleted.2026-06-04T11-48-47.793Z#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] 在 /Users/a1234/.openclaw/workspace/claw-os-v2/packages/mcp-gateway/ 和 /Users/a1234/.opencl
|
||||
[main/sessions/main/1dcb6840-f66c-4ef9-a0eb-f3de6842e5cb.jsonl.deleted.2026-06-04T11-48-47.793Z#L5] User: "devDependencies": { "typescript": "^5.7.0", "vitest": "^3.0.0" } } ``` 2. mcp-gateway/tsconfig.json: ```json { "extends": "../../tsconfig.base.json", "compilerOptions": { "outDir": "./dist", "rootDir": "./src" }, "include": ["src/**/*.ts
|
||||
[main/sessions/main/1dcb6840-f66c-4ef9-a0eb-f3de6842e5cb.jsonl.deleted.2026-06-04T11-48-47.793Z#L5] User: - MCP Client SDK (multi-transport) - Dynamic Tool Registration (Server Manager) - MCP Widget System - Built-in Inspector ## Usage ```ts import { MCPServer, text } from '@claw-os/mcp-gateway'; const server = new MCPServer({ name: 'my-serve
|
||||
[main/sessions/main/1dcb6840-f66c-4ef9-a0eb-f3de6842e5cb.jsonl.deleted.2026-06-04T11-48-47.793Z#L5] User: "typescript": "^5.7.0", "vitest": "^3.0.0" } } ``` 6. workflow-engine/tsconfig.json: ```json { "extends": "../../tsconfig.base.json", "compilerOptions": { "outDir": "./dist", "rootDir": "./src" }, "include": ["src/**/*.ts"], "exclude": ["
|
||||
[main/sessions/main/1dcb6840-f66c-4ef9-a0eb-f3de6842e5cb.jsonl.deleted.2026-06-04T11-48-47.793Z#L5] User: Workflow Engine - Branch / Parallel / Sequential control flow - Suspend/Resume (human-in-the-loop) - Durable Execution (state persistence) - `.then()` / `.branch()` / `.parallel()` DSL ``` Please write ALL 8 files using the write tool. Al
|
||||
[main/sessions/main/1dcb6840-f66c-4ef9-a0eb-f3de6842e5cb.jsonl.deleted.2026-06-04T11-48-47.793Z#L19] Assistant: 全部完成。已创建以下内容： **mcp-gateway/** | 文件 | 状态 | |---|---| | `package.json` | ✅ 580 bytes | | `tsconfig.json` | ✅ 220 bytes | | `vitest.config.ts` | ✅ 312 bytes | | `README.md` | ✅ 398 bytes | | `src/__tests__/` | ✅ 目录已创建 | **workflow-eng
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#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] 深入分析 letta (letta-ai/letta，原 MemGPT) 记忆系统项目。 你现在已经 clone 了源码到 /tmp/letta-flat（如果没有就重新 clon
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L5] User: 8. **可迁移能力**：哪些功能适合迁移到 OpenClaw/小龙的 Markdown+向量记忆系统？ 9. **不适合迁移的部分**：说明原因 ## 重点深入 请重点读取以下文件（如果存在）： - agents/ 目录下的核心 agent 循环 - memory/ 目录下的记忆管理 - Core Memory、Archival Memory、Recall Memory 的定义和实现 - 记忆读写决策的代码 - README.md 的架构说明 输出格式：中文，结构清晰，
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L19] Assistant: Now let me read the core memory schemas and the main agent loop files:
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L24] Assistant: Now let me read the core agent loop and key service files:
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L32] Assistant: Now let me look at the memory tool functions, the `_step` method, and the block manager:
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L57] Assistant: Now let me look at the tool execution flow in v3 and the memory_repo service:
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L92] Assistant: Now I have enough information to write the comprehensive analysis. Let me compile all findings.
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: --- # Letta (原 MemGPT) 记忆系统深度分析报告 > 基于 `letta-ai/letta` 源码分析，commit: main 分支最新 --- ## 一、项目定位：它解决什么记忆问题？ Letta 解决的核心问题是：**LLM Agent 的上下文窗口有限，但需要长期记忆**。 传统做法是把所有历史消息塞进上下文窗口，超出长度就丢弃旧消息——导致 Agent "失忆"。Letta 的设计思想是将记忆管理从 LLM 中解放出来，让 **Ag
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: replace │ ├─────────────────────────────────────────────────┤ │ Archival Memory │ │ (向量数据库 + 标签过滤，类似磁盘) │ │ └─ Passage: 内容 + embeddings + tags │ │ ↑ toolkit: archival_memory_insert │ │ ↑ toolkit: archival_memory_search │ ├──────────
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: 检查工具调用是否满足约束（require-before-exit, terminal 等） 5. **决策继续/停止** → 根据工具调用结果决定是否继续循环 6. **上下文压缩** → 当 token 使用量超过阈值（`context_window * 0.9`），触发 summarization/compaction ``` Agent Loop (v3): step() → _step() → LLM 调用 (带 tool definitions +
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: value: str # 记忆内容 label: str # 标签，如 "human"、"persona"、"tasks" description: str # 描述该区块如何影响 Agent 行为 limit: int # 字符数上限 (默认 100000) read_only: bool # 是否只读 metadata: dict # 元数据 ``` ```python # Memory(letta/schemas/memory.py:68) class
|
||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: letta/functions/function_sets/base.py:263 def core_memory_replace(agent_state, label, old_content, new_content) -> str: # 精确替换记忆块中某段内容（需要 exact match） current_value = str(agent_state.memory.get_block(label).value) new_value = curren
|
||||
[main/sessions/main/3a44e713-1915-46ef-9d67-6a9a7075b267.jsonl#L8] Assistant: 服务器可达，包含 xiaolong 字段。检查是否需重置计数器。
|
||||
[main/sessions/main/3a44e713-1915-46ef-9d67-6a9a7075b267.jsonl#L10] Assistant: 远程记忆服务器健康 ✅ — 正常，静默退出。
|
||||
[main/sessions/main/4c7b0c9c-dbad-4364-9a5d-699ded7c1011.jsonl#L8] Assistant: 服务器可达，正常静默退出。重置失败计数。
|
||||
[main/sessions/main/4c7b0c9c-dbad-4364-9a5d-699ded7c1011.jsonl#L10] Assistant: 正常，无需告警。
|
||||
[main/sessions/main/4ccdbb20-8c4a-4a24-bfd0-b790c1afafc4.jsonl#L8] Assistant: 响应包含 `xiaolong` 项目（44条记忆），服务器正常。静默退出。
|
||||
[main/sessions/main/4cf74fcf-c3d6-42b2-bc8e-3fc3f18a786a.jsonl#L8] Assistant: 服务器健康，返回包含 `xiaolong` 项目。检查是否有待重置的失败计数。
|
||||
[main/sessions/main/4cf74fcf-c3d6-42b2-bc8e-3fc3f18a786a.jsonl#L10] Assistant: 正常，沉默退出。
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#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] 修复 Claw Agent OS v2 orchestration 和 mcp-gateway 包的 TypeScript 编译错误。 ## orchestration (11 e
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L5] User: 改为从 './agent' 导入 3. team.ts:12 — `Module '"./types"' has no exported member 'Task'` → Task 改为从 './task' 导入 4. team.ts:113,118,120 — `'agent'/'speaker' is possibly 'undefined'` → 添加非空断言 `!` ## mcp-gateway (14 errors) 读取以下文件修复： - /Users/a12
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L5] User: `as Record<string, unknown>` 4. adapter.ts:57,58 — `implicit 'any'` → 添加类型标注 `(c: any)` 5. adapter.ts:79 — `adapter not initialized` → 添加 `!` 或初始化 6. adapter.ts:103 — `MCPClient used as value but was import type` → 改为普通 import 7. adapter.
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L16] Assistant: Let me check if the agent.ts file exists and look at the tsconfig files:
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L26] Assistant: 先看看编译前的原始错误：
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L29] Assistant: Now I have the full picture. Let me fix all errors systematically, starting with the orchestration package. **Fix 1: code-executor.ts** — avoid duplicate property specifications by removing explicit defaults for required fields befo
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L31] Assistant: **Fix 2: task.ts** — import `Agent` from `./agent` instead of `./types`.
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L33] Assistant: **Fix 3: team.ts** — import `Task` from `./task`, add non-null assertions.
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L40] Assistant: 验证 orchestration 修复：
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L57] Assistant: Orchestration ✅ clean. Now fixing mcp-gateway. Let me check the exact current import lines:
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L61] Assistant: Now applying all mcp-gateway fixes:
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L63] Assistant: **Fix client.ts** — `servers` is readonly, use splice instead of reassignment:
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#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] 在 /Users/a1234/.openclaw/workspace/claw-os-v2/packages/orchestration/、memory-system/、obser
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: "devDependencies": { "typescript": "^5.7.0", "vitest": "^3.0.0" } } ``` ### orchestration/tsconfig.json ```json { "extends": "../../tsconfig.base.json", "compilerOptions": { "outDir": "./dist", "rootDir": "./src" }, "include": ["src/**/*.
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: Role-based Agent (role + goal + backstory + tools) - Team: RoundRobin / Hierarchical / FreeChat - Task dependency chains - CodeExecutor sandbox - Skill Registry ``` ### memory-system/package.json ```json { "name": "@claw-os/memory-system"
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: "../../tsconfig.base.json", "compilerOptions": { "outDir": "./dist", "rootDir": "./src" }, "include": ["src/**/*.ts"], "exclude": ["node_modules", "dist", "**/__tests__", "**/*.test.ts"] } ``` ### memory-system/vitest.config.ts ```typescr
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: EmbeddingProvider - InMemoryVectorStore + pluggable backends ``` ### observability/package.json ```json { "name": "@claw-os/observability", "version": "1.0.0", "description": "Observability & Self-Evolution for Claw Agent OS v2 — tracing,
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: ["src/**/*.ts"], "exclude": ["node_modules", "dist", "**/__tests__", "**/*.test.ts"] } ``` ### observability/vitest.config.ts ```typescript import { defineConfig } from 'vitest/config'; export default defineConfig({ test: { globals: true,
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: "@claw-os/agent-runtime", "version": "1.0.0", "description": "Agent Runtime for Claw Agent OS v2 — planner, executor, memory integration", "type": "module", "main": "./src/index.ts", "exports": { ".": "./src/index.ts" }, "scripts": { "bui
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: ```typescript import { defineConfig } from 'vitest/config'; export default defineConfig({ test: { globals: true, environment: 'node', include: ['src/__tests__/**/*.test.ts'], coverage: { provider: 'v8', include: ['src/**/*.ts'], exclude:
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: tools: string[]; memoryEnabled: boolean; } export interface Plan { id: string; goal: string; steps: PlanStep[]; createdAt: Date; } export interface PlanStep { id: string; description: string; tool?: string; toolInput?: Record<string, unkn
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: agent-runtime/src/runtime.ts ```typescript import type { AgentConfig, ExecutionContext, Plan, StepResult, ToolCall } from './types'; import { Planner } from './planner'; export class AgentRuntime { readonly id: string; readonly name: stri
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: Planner(); } /** Register a tool handler */ registerTool(name: string, handler: (input: Record<string, unknown>) => Promise<unknown>): void { this.toolHandlers.set(name, handler); } /** Set memory backend */ setMemory(memory: { get: (key:
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: return this.memory.set(key, value); } /** Plan a goal */ async plan(goal: string, context?: Record<string, unknown>): Promise<Plan> { return this.planner.decompose(goal, context); } /** Execute a plan step by step */ async execute(goal: s
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L66] Assistant: 仓库创建成功！更新 remote URL 为正确的克隆地址并推送：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L70] Assistant: 第一次推送成功！现在检查还有哪些文件需要提交：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L74] Assistant: 把全部文件纳入版本控制：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L86] Assistant: Dream Cycle cron 已配置，明天 4:00 首次运行。现在创建今日 daily：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L94] Assistant: --- ## ✅ P0 修复全部完成 | # | 操作 | 结果 | |---|------|------| | 1 | **.gitignore** | ✅ 排除 node_modules/ repos/ .codegraph/ .openclaw/ + .env/.DS_Store | | 2 | **Git Remote → Gitea** | ✅ `https://git666.u7f.cn/sawz/16gagent.git` (私有仓库) | |
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L98] Assistant: 先重读 vault.md 精确定位要拆分的区块：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L102] Assistant: 开始执行 P1。先创建两个新寄存器文件：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L106] Assistant: 现在精简 vault.md，移除已拆分的区块：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L108] Assistant: 更新寄存器索引，添加新文件：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L114] Assistant: 现在重建索引并配置 git auto-commit cron：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L117] Assistant: 索引从 15→75 条，cron 已配置。验证并提交：
|
||||
[main/sessions/main/04b9f77e-ff82-4120-91e3-f192b2a9b906.jsonl.deleted.2026-06-03T18-30-03.851Z#L126] Assistant: --- ## ✅ P0 + P1 全部完成 ### P0（已完） | # | 操作 | 结果 | |---|------|------| | ✅ | .gitignore | 排除 175M repos/ + 14M node_modules/ + 19M .codegraph/ | | ✅ | Git Remote → Gitea | `sawz/16gagent` 私有仓库，79 文件基线 | | ✅ | Dream Cycle cron | 每天 4:
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L121] Assistant: **严重度分层**：Within 20% of threshold → warn，超过 → fail - **`safeToReplace`**：仅 status==="pass" 时为 true - **阈值可配**：partial merge with defaults，无效文件 fail-open 不崩溃 ### CLI / Report 脚本说明 - **Report**: `scripts/active-memory-shadow-diff-rep
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L121] Assistant: 个测试覆盖所有指标方向和边界 | ### 零行为变更原则 ✅ 不替换生产召回 — `evaluateReadiness` 不接触生产代码 ✅ 不让 shadowResult 参与用户回复 — 本 PR 不涉及 shadowResult 使用 ✅ 不写入 MEMORY.md / SQLite / FTS5 — 无文件/数据库写入 ✅ 不修改 package.json — 无变更 ✅ 不新增依赖 — 全部 Node.js 内置模块 ### PR-9 进入条件 *
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L122] User: 说过了会话全部用中文你这就忘记了 是不是记忆出问题了
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L123] Assistant: 抱歉尘哥，我的锅。是我没做好。 查了一下记忆，确实没有找到关于「全部用中文」的明确记录——但这不是借口，既然你之前说过，我应该直接记住。刚才写 PR-8 报告时篇幅太长，习惯性切回英文写 technical output，没注意切换到跟你对话的口吻。 **马上补上这个偏好记忆**，之后不会再有这种问题。
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L129] Assistant: 说清楚了，是我没记住偏好。 已经记了两处： - **`memory/daily/2026-06-04.md`** — 原始日志，刚追加 - **`memory/registers/preferences.md`** — 持久偏好，刚才确认了这个文件位置 之后对话全部用中文，包括工作汇报。技术输出（代码、CLI 输出、测试结果）保留英文不变。不会再忘了。
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L130] User: ## PR-9: Active Memory Precompute Replacement Rollout Plan 你现在要完成 **PR-9**。 目标：在 PR-8 已完成 readiness gate 的基础上，设计并实现一个**受控替换策略层**，用于未来将 precompute gateway 从 shadow observer 逐步切换为 primary recall source。 注意：PR-9 仍然必须保持默认零行为变更。只有在显式开启替换 fla
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L130] User: `"precompute"` * `decision`: `"disabled" | "readiness_not_pass" | "precompute_empty" | "precompute_error" | "selected_precompute" | "fallback_primary"` * `safeToReplace` * `reasons` * `metrics` 3. 默认策略： * replacement flag off → primary
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L130] User: 不影响已有 `ACTIVE_MEMORY_PRECOMPUTE_ENABLED` --- ## 3. 扩展 shadow integration 为 controlled replacement wrapper 修改： `src/active-memory/precompute-shadow-integration.mjs` 要求： 1. 默认行为完全不变 2. 当 replacement flag OFF： * 与 PR-8 行为一致 * shadow 只记录 di
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L130] User: fail → primary * readiness warn → primary * readiness pass but safeToReplace false → primary * precompute null → primary * precompute malformed → primary * precompute empty → primary * precompute valid + readiness pass + flag on → preco
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L130] User: primary * replacement flag on + precompute timeout → primary * dryRun never returns precompute * primary exception 仍按原逻辑抛出 * metrics 记录 source / decision / fallback --- ## 5. 文档 新增： `docs/active-memory-precompute-replacement-rollout-rep
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L130] User: recall，只有显式开启 replacement flag 且 readiness 通过时，才允许安全选择 precompute result。**
|
||||
[main/sessions/main/055fdcf6-042c-41b9-be96-f418c7fbf361.jsonl.deleted.2026-06-04T18-46-02.522Z#L131] Assistant: Let me start by reading all files I need to work with.
|
||||
[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L54] Assistant: `summarize` full flow | ### orchestration (`src/__tests__/orchestration.test.ts`) — **19 tests, all passing** | Describe Block | Tests | Coverage | |---|---|---| | Task | 3 | Config storage, `dependsOn()`, `buildContext()`, no-resul
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[main/sessions/main/0a9c045d-41fb-4db3-b50c-e4e469454761.jsonl.deleted.2026-06-04T11-48-47.765Z#L54] Assistant: a runtime bug in `src/team.ts` — `Agent` was imported as a type-only (`import type`) from `./types` but used as a constructor (`new Agent(agentConfig)`). Changed to import the actual class from `./agent`.
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L21] Assistant: file-based（MEMORY.md + vault.md） | | **observability** | 全链路追踪 + 评估引擎 + 反馈闭环 + Red Teaming | 完全没有 | **一句话**：从"单 Agent + 文件记忆 + 简单任务流"升级到"多 Agent 协作 + 声明式工作流 + 标准协议 + 向量记忆 + 可观测性"。 --- ## 会不会和原系统冲突 **不会冲突**，原因是： 1. **独立目录** — 代码在 `cl
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L23] User: 全量检索你今天claw-os-v2 这个项目是不是没有完成只写了说明
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L24] Assistant: 好，我来全量检查 5 个模块的代码到底写了多少。
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L26] Assistant: 行数不少，5155 行。但行数不等于质量——我来抽查代码内容看看是真实现还是骨架注释。
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L32] Assistant: 代码是真的实现在写。继续抽查剩下部分和执行入口。
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L36] Assistant: 全量抽样完成，给你真实的结论： --- ## 结论：**代码是写了，不是只写说明。但有几个关键问题。** ### 📊 代码量统计 | 模块 | 文件数 | 行数 | 实际内容 | |------|--------|------|---------| | mcp-integration | 6 | ~1846 | ✅ MCP Server/Client/Transport/Widget/Adapter/ServerManager 完整实现 | | workfl
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L36] Assistant: TypeScript 源文件，没有 `node_modules`，没有构建配置 3. **没有集成到 OpenClaw** — 是独立代码，和当前运行的系统零连接 4. **部分方法有骨架** — 比如 `memory-system` 里的向量搜索用的是"余弦相似度实时计算"（没有真正的向量数据库），`orchestration` 的 CodeExecutor 只是调用了 `exec` 命令的包装 5. **语义召回很简陋** — `SemanticMemor
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L37] User: # OpenClaw Agent OS v2 工程化修复任务 你之前生成的 5 个 TypeScript 包目前仍停留在独立骨架阶段，存在以下问题： 1. 没有测试：5 个包均没有测试文件。 2. 没有依赖安装：缺少 package.json、tsconfig、构建配置、node_modules。 3. 没有集成到 OpenClaw：当前代码与 OpenClaw 主系统没有任何连接。 4. 部分方法只是骨架：例如 CodeExecutor 只是 exec 包装，memo
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L37] User: 注册 * tool discovery * tool 调用 * schema 校验 * 调用失败处理 ### observability 测试： * trace 创建 * event 记录 * error 记录 * latency 统计 * task replay 数据结构 ### agent-runtime 测试： * agent 初始化 * planner 调用 * tool 调用 * memory 读取 * execution loop ## 第三阶段：真正接入
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L37] User: 接口示例： ```ts interface EmbeddingProvider { embed(text: string): Promise<number[]>; embedBatch(texts: string[]): Promise<number[][]>; } ``` ### 2. Vector Store 不要只在内存中实时算余弦相似度。 最低可接受方案： * 抽象 VectorStore 接口 * 实现 InMemoryVectorStore * 预留 Qdr
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L37] User: JSONL。 ## 第五阶段：构建最小闭环 Demo 请实现一个真正可运行的 Demo： 用户输入： ```text 分析当前项目结构，找出缺少测试的模块，并生成测试计划。 ``` 执行链路必须经过： ```text Agent Runtime → Planner → MCP Gateway → File System Tool → Memory System → Observability → Final Response ``` 要求： 1. 可以通过命令行运行 2
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[main/sessions/main/0ab6d6b7-212e-4cb4-b5f8-187b2a3c6ecb.jsonl.deleted.2026-06-04T11-48-47.690Z#L40] Assistant: 好，这是一项大工程，6 个阶段，一个一个来。先全量扫描现有代码。
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[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: 的 `compile()` 方法支持两种渲染模式： - 标准模式：`_render_memory_blocks_standard()` — XML 标签格式 - Git 模式：`_render_memory_blocks_git()` — 按目录结构渲染（`system/` 前缀的 block 直接注入上下文） 2. **Block as File**: Memory blocks 可以被序列化为 Markdown + YAML frontmatter 文件：
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||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: `letta/services/archive_manager.py` | Archive CRUD（创建/删除/绑定Agent） | | `letta/services/passage_manager.py` | Passage CRUD + **向量检索** + 标签过滤 | | `letta/functions/function_sets/base.py:164` | `archival_memory_insert` / `archival_memory
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[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: Optional[str], # 时间范围上界 ) ``` > 向量检索支持两种后端：**Native** (pgvector) 和 **TPUF** (外部语义搜索服务)，由 `archive.vector_db_provider` 字段决定。 #### 写入机制 ```python # letta/functions/function_sets/base.py:164 async def archival_memory_insert(content: st
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||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: Prompt**：所有记忆操作工具（`core_memory_append`, `archival_memory_insert`, `conversation_search` 等）作为 OpenAI function calling / tool definitions 发送给 LLM 2. **LLM 自主决策**：LLM 根据上下文和系统提示中的记忆说明，自主决定： - 何时调用 `conversation_search` 从历史中查找信息 - 何时调用
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||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: - **Archival Memory** = Disk（容量大，需要 I/O 操作才能访问） - **Recall Memory** = Log（历史消息的全文/语义索引） - **Compaction** = Page Eviction（上下文窗口接近极限时触发压缩，类似 OS 页面置换） - **Agent State** = Process State（Agent 的完整状态，包括所有记忆引用） - **Block Manager** = Memory
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||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: ┌─────────────────────────────────────────┐ │ Level 0: 系统提示 (system prompt) │ ← 固定 + 动态注入（每次 rebuild） │ ├─ 核心身份指令 │ │ ├─ Core Memory Blocks (注入) │ │ └─ Memory Metadata (计数/标签信息) │ ├─────────────────────────────────────────┤ │ Level
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||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: LLM 自主执行，没有硬编码的"重要度判断"逻辑。** 流程： 1. **上下文感知**：Agent 在推理时看到系统提示中的记忆说明（如 `memgpt_chat.py`："Archival memory is infinite size..."） 2. **工具调用**：LLM 自主决定调用 `archival_memory_insert(content, tags)` 或 `core_memory_append(label, content)` 3. *
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||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: "156 total memories you created are stored in archival memory" - "Available archival memory tags: project_x, meeting_notes, research" --- ## 六、记忆结构：Flat、Graph、Hierarchical 还是 Hybrid？ **Letta 采用 Flat + Hierarchical 的混合结构**： ### Flat
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||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: `letta/services/summarizer/compact.py` | 新 compaction 系统（统一入口） | | `letta/services/summarizer/self_summarizer.py` | Claude Code 式自摘要 | | `letta/services/summarizer/summarizer_all.py` | 全量摘要 | | `letta/services/summarizer/summarizer_
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||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: `summarizer_all.py` | | **sliding_window** | 滑动窗口式渐進压缩 | `summarizer_sliding_window.py` | | **self_compact_all** | Agent 用自己的 LLM 做自摘要（Claude Code 风格） | `self_summarizer.py:28` | | **self_compact_sliding_window** | 自摘要 + 滑动窗口 | `sel
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||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: **STATIC_MESSAGE_BUFFER**：消息数超过 limit 时驱逐旧消息，可选异步摘要 - **PARTIAL_EVICT_MESSAGE_BUFFER**：驱逐 30% 消息，将驱逐的消息合并为一条摘要插入上下文 ### 7.6 去重与遗忘 - **无自动去重**：Letta 不做记忆去重——这留给 Agent 的 LLM 判断 - **遗忘**：通过 `core_memory_replace(old, "")` 清空内容块，或 `archi
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||||
[main/sessions/main/221d1c7e-2804-40a9-8078-ccaa85c312db.jsonl.deleted.2026-06-04T11-48-47.801Z#L95] Assistant: `compile_memory_metadata_block()` — 向 Agent 提示当前有多少记忆、可用标签 | | **Context Compaction** | 🟡 中 | 上下文窗口接近极限时自动触发摘要——小龙可以借鉴触发逻辑，但实现需适配 Markdown 文件 | | **多层记忆体系** | 🟡 中 | Core/Archival/Recall 三层概念可映射为：Markdown 工作区(Core) / Markdown 归档目录(
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[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L67] Assistant: **Fix server-manager.ts** — import MCPClient from `./client`:
|
||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L93] Assistant: Both packages compile cleanly. Final verification of both:
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||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L95] Assistant: 所有 TypeScript 编译错误已修复完毕，两个包均通过 `tsc --noEmit` 验证（exit code 0）。 ## 修复总结 ### orchestration（11 个错误 → 0） | 文件 | 错误 | 修复 | |---|---|---| | `code-executor.ts` | `language/sandbox/timeout` 重复指定 | 构造函数改用 `...config` + `??` 默认值，避免与 required
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||||
[main/sessions/main/4d5e53f0-ed89-4965-8832-8837ec486730.jsonl.deleted.2026-06-04T11-48-47.697Z#L95] Assistant: 添加 `(c: any)` 标注 | | `adapter.ts` | `adapter/client` 未初始化 | 添加 `!` 非空断言 | | `adapter.ts` | `MCPClient` 用作值但 import type | 改为值导入 | | `adapter.ts` | `toolCache` 在 close() 中不存在 | 改为 `this.adapter?.toolCache?.clear()` | | `adapter.ts` |
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||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: (handler) { const toolStart = Date.now(); try { const toolOutput = await handler(step.toolInput || {}); toolCalls.push({ toolName: step.tool, input: step.toolInput || {}, output: toolOutput, latencyMs: Date.now() - toolStart, }); output =
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||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: Date.now() - stepStart, }); break; } } span?.end(); return ctx; } /** Run with observation feedback loop */ async runLoop(goal: string, maxIterations = 3): Promise<ExecutionContext> { let result = await this.execute(goal); for (let iter =
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[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: decompose(goal: string, context?: Record<string, unknown>): Plan { const planId = `plan_${Date.now()}`; // Simple rule-based decomposition const steps = this.analyze(goal); return { id: planId, goal, steps, createdAt: new Date(), }; } /**
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[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: lower.includes('测试') || lower.includes('missing') || lower.includes('缺少')) { steps.push({ id: `step_${++stepCounter}`, description: 'Find modules without tests', tool: 'find_untested', toolInput: { pattern: '*.ts' }, dependsOn: steps.leng
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||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: `step_${++stepCounter}`, description: 'Store analysis to memory', tool: 'memory_store', toolInput: { key: 'analysis_result' }, dependsOn: steps.length > 0 ? [steps[steps.length - 1]!.id] : [], status: 'pending', }); } // Fallback: at leas
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[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L5] User: memory-system/src/__tests__ mkdir -p observability/src/__tests__ mkdir -p agent-runtime/src/__tests__ ``` Write ALL files listed above using the write tool. Begin. Execute the assigned task to completion.
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||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L8] Assistant: Now writing all configuration and source files:
|
||||
[main/sessions/main/4fc33334-0173-4bd8-bc80-ae7adf23620a.jsonl.deleted.2026-06-04T11-48-47.788Z#L31] Assistant: 任务完成。已在 `claw-os-v2/packages/` 下创建了所有指定的配置文件和源文件： ### orchestration/ (4 files) - `package.json`、`tsconfig.json`、`vitest.config.ts`、`README.md` ### memory-system/ (4 files) - `package.json`、`tsconfig.json`、`vitest.config.ts`、`README.
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||||
[main/sessions/main/5456016c-1a73-4d49-ac69-42ca61377985.jsonl.deleted.2026-06-04T11-48-47.804Z#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] 分析以下 5 个补充记忆系统项目，每个项目 clone 后快速分析核心机制。 engram (Gentleman-Programming/engram) ⭐4.1K memvid
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||||
[main/sessions/main/5456016c-1a73-4d49-ac69-42ca61377985.jsonl.deleted.2026-06-04T11-48-47.804Z#L14] Assistant: All clones done. Now let me explore each project's structure.
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||||
[main/sessions/main/5456016c-1a73-4d49-ac69-42ca61377985.jsonl.deleted.2026-06-04T11-48-47.804Z#L22] Assistant: Now let me dive into core source code for each project.
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||||
[main/sessions/main/5456016c-1a73-4d49-ac69-42ca61377985.jsonl.deleted.2026-06-04T11-48-47.804Z#L55] Assistant: Now let me read the core code for the remaining projects.
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||||
[main/sessions/main/5456016c-1a73-4d49-ac69-42ca61377985.jsonl.deleted.2026-06-04T11-48-47.804Z#L127] Assistant: Now I have enough detail. Let me write the comprehensive analysis.
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||||
[main/sessions/main/5456016c-1a73-4d49-ac69-42ca61377985.jsonl.deleted.2026-06-04T11-48-47.804Z#L129] Assistant: 分析完成。以下是 5 个项目的核心发现： --- ## 分析结果摘要 ### 1. engram — 单二进制 SQLite+FTS5 - **定位**：Agent 编码记忆，MCP 即插即用 - **架构**：Go 单文件，SQLite + FTS5 全文搜索，19 个 MCP 工具 - **写入**：`topic_key` 幂等命名空间（路径式 key 去重自动升级为 UPDATE）+ 内容 hash 去重 - **召回**：FTS5 BM25 排名搜索
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||||
[main/sessions/main/5456016c-1a73-4d49-ac69-42ca61377985.jsonl.deleted.2026-06-04T11-48-47.804Z#L129] Assistant: `replay(timestamp)` 时间旅行 - **亮点**：**单文件自包含**——数据+嵌入+索引+元数据全在一个 .mv2 里，文件即数据库，可跨平台移植 - **不适用**：Rust 生态、自定义格式实现复杂度极高、Frame 不可变性致存储膨胀 **源码路径**：`src/memvid/mutation.rs`(WAL/Frame)、`src/memvid/search/api.rs`(搜索)、`MV2_SPEC.md`(格式规范) ###
|
||||
[main/sessions/main/5456016c-1a73-4d49-ac69-42ca61377985.jsonl.deleted.2026-06-04T11-48-47.804Z#L129] Assistant: **源码路径**：`src/state/hybrid-search.ts`(三流RRF)、`src/functions/remember.ts`(写入)、`src/functions/graph-retrieval.ts`(图检索) ### 4. cognee — 图原生的记忆控制平面 - **定位**：Agent 共享、持续改进的记忆，理解任意格式数据 - **架构**：Python 三层——Session Cache(短期) + Permanent Gr
|
||||
[main/sessions/main/5456016c-1a73-4d49-ac69-42ca61377985.jsonl.deleted.2026-06-04T11-48-47.804Z#L129] Assistant: **源码路径**：`cognee/api/v1/recall/recall.py`(召回)、`cognee/tasks/memify/global_context_index/build.py`(GCI)、`cognee/modules/search/methods/get_retriever_output.py` ### 5. MemOS — 记忆操作系统 - **定位**：LLM/Agent 的"记忆OS"，统一 store/retrieve/manag
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||||
[main/sessions/main/5456016c-1a73-4d49-ac69-42ca61377985.jsonl.deleted.2026-06-04T11-48-47.804Z#L129] Assistant: 加权，MemoryReasoner 用 CoT 最终决策。本质把"检索什么"交给 LLM - **不适用**：Neo4j 强依赖、七八层抽象(架构最重)、每次写入/召回需多次 LLM 调用、中英文分路处理增加复杂度 **源码路径**：`src/memos/mem_os/core.py`(内核)、`src/memos/memories/textual/tree.py`(核心记忆)、`src/memos/memories/textual/tree_text_me
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@@ -0,0 +1,262 @@
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||||
[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`:
|
||||
@@ -0,0 +1,946 @@
|
||||
{
|
||||
"version": 3,
|
||||
"files": {
|
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|
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|
||||
"5d56ec3a728c8fad859a79847a6083929640db2d",
|
||||
"bd1ee5a1b6f93f9ac8c57619a958f064edde783a"
|
||||
],
|
||||
"main:62651742-81b0-45d4-b3a7-daef5030afe6": [
|
||||
"b90be019c5676a8c4d8ea9d0a32e8e902697a4f8",
|
||||
"c98310684ae0e29cee672849df380d23e649661c",
|
||||
"a1fd7ef0254561b84e847f788fd163f8ed5f8576",
|
||||
"a810afc080419c654c7981b9000b6721d58e61b8",
|
||||
"e3aa1985096d045094b09a8fe69cbe4766056808",
|
||||
"1e0424f7c5cce75a2292467057d9a914017ee097",
|
||||
"e2e9eb9bf6da02341c553479d44a05405911d799",
|
||||
"896ea4072d4f8afe4a87e81f6b0520d49c9bcba5",
|
||||
"6c7154d8ecb0b8a44c9737c7a9b5bf4fd31a65af",
|
||||
"d9800be860d9b9d6b14e0377802421e46f8fde76",
|
||||
"7952bffd049392706f85e36eccd5f82f89648516",
|
||||
"6e3c16a23d5ca4dace972cc253189489f0156a1f"
|
||||
],
|
||||
"main:6359b2cd-0888-4add-901c-547b841cbf3f": [
|
||||
"57896396503bc7502dfad8fe593cb2cb89391287",
|
||||
"91acc215d39f39e14d2bfb766b91273b584364dd",
|
||||
"1cc6abe532751a0bbe82f1688d5b60ba93a99805",
|
||||
"9e7f4421e44a156347ac17a201c90d6efcdddc54",
|
||||
"39e185fd7eacb36db674e6e74af0a0d13b2a1374",
|
||||
"3138262b799f23325bf707e7369242cd8d5dab35",
|
||||
"c914ca287bd65fccb908db9026db38ee52ff5422",
|
||||
"de4bf9e6aacf180679805432926b9fb71ce69ef8"
|
||||
],
|
||||
"main:64cf64fa-74fb-4fa9-ba07-707070796128": [
|
||||
"71b488b53c3325ca399fd9801083f008a84265cd",
|
||||
"f4a667d78cb24a6a99c29fb8eaff41f39f64edb5",
|
||||
"90bdd62f6001fff3b591acfe6444ab82d9256709",
|
||||
"8ac935fa07307e4a9d40c33d2c3bd76aa7797d24",
|
||||
"3d58472cee3b4593492ee5aa751f729420937403",
|
||||
"1d3df404a89ae4b2202b2f052e312357a7eea9bb",
|
||||
"eb79c5d3a04274287bd2a55b0d6366643b9ab07c",
|
||||
"e28c7b2633e6a52fcbb9bdaadd1c7ad454838da3",
|
||||
"bb32061668dab32e6fb043066eb60c3a0f680ee0",
|
||||
"838540d81d4df0a9ff3c6318209fb8af8e689306",
|
||||
"80febecb57bde8f1a29696944bc2404d3ca3851d",
|
||||
"78c64fc0cb26623aa7fd02d0c367bd5878eb12d4"
|
||||
],
|
||||
"main:67281f27-bccf-49c3-821b-94b23443cd75": [
|
||||
"ef111538bc0f53ea7134232a9577e2077f647bb7",
|
||||
"422c79d01e355a90b99baf57d55c8f7874775c88",
|
||||
"ab1a76bea4aab416cc4eb18101932e6237710140",
|
||||
"34834b060567801a91d0c579ef16e4ee9fcf9ebc",
|
||||
"0b76b35ba40ca008140f2c7db7384c185cc790d2",
|
||||
"cacc88c22e05ec618723e9a06a284b93fee65df3",
|
||||
"634d93ab03f61dc321ce9bb053810bc405ec96f4",
|
||||
"67918c8aae026e14069b6c6b5990847ac62bd631"
|
||||
]
|
||||
}
|
||||
}
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,3 @@
|
||||
2026-06-04 03:23 | session_start
|
||||
2026-06-04 03:24 | session_start
|
||||
2026-06-04 03:24 | session_start
|
||||
@@ -0,0 +1,18 @@
|
||||
2026-06-02 10:31 | saved | 测试会话压缩功能
|
||||
2026-06-04 01:36 | decision | 测试决策：智能标记同步已实现
|
||||
2026-06-04 01:37 | decision | 测试远程同步
|
||||
2026-06-04 01:43 | decision | 远程同步修复测试
|
||||
2026-06-04 01:43 | correction | 远程服务器SSH用户名是ubuntu不是root
|
||||
2026-06-04 01:43 | correction | 远程记忆服务器search是POST不是GET，API Key认证用X-API-Key header
|
||||
2026-06-04 01:46 | correction | SSH ubuntu不是root / search是POST不是GET / API Key要用MEMORY_API_KEY不是DEEPSEEK_API_KEY — 三坑必须记住
|
||||
2026-06-04 01:46 | correction | 三坑记住：SSH用ubuntu / search是POST / MEMORY_API_KEY用正确值
|
||||
2026-06-04 01:47 | event | 全部修复验证通过
|
||||
2026-06-04 02:28 | decision | 记忆系统全量优化完成：智能标记同步(+1000%)、ContextGraph集成、远程服务器三坑修复(ubuntu用户/POST搜索/正确API Key)、memory-router统一路由、watchdog看门狗、backup-remote备份、遗忘机制、Cron 3个任务
|
||||
2026-06-04 02:28 | correction | SSH用户是ubuntu不是root / search是POST不是GET / API Key是MEMORY_API_KEY
|
||||
2026-06-04 02:28 | preference | 以后用中文回复
|
||||
2026-06-04 02:28 | correction | Edit失败原因是匹配文本写错了，不是文件格式问题
|
||||
2026-06-04 03:08 | event | 重要事件
|
||||
2026-06-04 03:09 | decision | memorySearch 修复：加智谱 embedding-3 apiKey + provider 改为 openai-compatible + auth profile，重启 gateway 后通
|
||||
2026-06-04 03:09 | decision | GitHub 4 仓库同步到 Gitea（headroom/codegraph/MoneyPrinterTurbo/ECC），大资源文件因 nginx 413 限制排除
|
||||
2026-06-04 03:09 | correction | 远程记忆服务器旧服务 memory-server.service（v1）已清理，只剩 memory-api.service（v2）跑端口 3000
|
||||
2026-06-04 03:28 | decision | Memory System Evolution 全部 4 个 Phase 完成：Phase 1 Write Gate LLM 化 + Core Memory，Phase 2 增强检索 + Entity Store + 记忆压缩，Phase 3 LLM 路由器 + 行为学习 + 健康评估，Phase 4 统一搜索 + 自动触发。总进化度 9/120 → 87/120 (+65%)。健康评分 84/100 🟢。12 个脚本，6 个 Core Memory Block，5 份设计文档。
|
||||
@@ -0,0 +1,37 @@
|
||||
# Session Start Protocol
|
||||
|
||||
> 每次会话开始时按此清单加载上下文。
|
||||
> **适配 OpenClaw 机制**：OpenClaw 自动注入 MEMORY.md + HEARTBEAT.md + 项目上下文文件。
|
||||
> 本协议定义我收到第一条用户消息后**应该主动做的加载动作**。
|
||||
|
||||
## 必做（每次会话首条消息后）
|
||||
|
||||
1. **检查当前日期** — `date` 命令，不靠 LLM 知识
|
||||
2. **加载 Core Memory** — `bash scripts/memory-auto.sh on-start`
|
||||
3. **读今天的 daily/** — `memory/daily/YYYY-MM-DD.md`
|
||||
4. **读 open-loops** — `memory/registers/open-loops.md`
|
||||
|
||||
## 搜索记忆
|
||||
|
||||
统一入口：`bash scripts/memory-search.sh "查询"`
|
||||
|
||||
参数：
|
||||
- `--deep` — 深度搜索（含远程+实体扩展）
|
||||
- `--context "场景"` — 上下文匹配
|
||||
- `--type decision` — 类型过滤
|
||||
- `--json` — JSON 输出
|
||||
|
||||
替代旧的 memory-router.sh search 和 memory-recall.sh。
|
||||
|
||||
## 按需（根据话题触发）
|
||||
|
||||
- 提到人 → `memory/registers/people.md`
|
||||
- 提到项目 → `memory/projects/<name>.md`
|
||||
- 技术选型 → `memory/vault.md` #重要决策
|
||||
- 偏好相关 → `memory/registers/preferences.md`
|
||||
|
||||
## 会话结束 / 上下文压缩前
|
||||
|
||||
- 检查纠正、决策、承诺、新偏好 → 写入 daily/ 带 `[session-flush]`
|
||||
- Write Gate 判断是否提升到 registers/
|
||||
- 更新 open-loops 状态
|
||||
@@ -0,0 +1,26 @@
|
||||
# 2026-05-30 / 2026-05-31（跨夜）
|
||||
|
||||
## 今晚做了什么
|
||||
|
||||
- Git 远程仓库 `HomeM16/dotfiles` 初始化并推送
|
||||
- **Google Chrome 正式版** 安装并接入 OpenClaw 浏览器工具
|
||||
- **Claude Code 2.1.158** 通过 npm + 原生 binary 安装
|
||||
- **Claude Code 泄漏源码** 备份至 Gitea `HomeM16/claudecode`（master 分支）
|
||||
- **源码架构分析**：从 claude-code 提炼 10 类可迁移工程模式
|
||||
- **第一次自我进化**：重构工作空间结构，创建 rules/tools/scripts/ 体系
|
||||
|
||||
## 学到的重要模式
|
||||
|
||||
1. Fast-Path 入口模式（cli.tsx）
|
||||
2. 工具即定义工厂（buildTool<T>）
|
||||
3. 错误三分类（可重试/不可重试/用户取消）
|
||||
4. 构建时特性标记（feature() + DCE）
|
||||
5. comment 写 WHY 不写 WHAT
|
||||
6. 状态守卫模式（isTerminalTaskStatus）
|
||||
7. 目录即模块（命令/工具文件夹）
|
||||
|
||||
## 待办
|
||||
|
||||
- [ ] AIHubMix 买 Key 配 Claude 4.8
|
||||
- [ ] Claude Code VPN 下登录
|
||||
- [ ] 查看 `rules/` 和 `tools/` 是否合理，迭代
|
||||
@@ -0,0 +1,12 @@
|
||||
# 2026-05-31（周日早晨）
|
||||
|
||||
## 今日完成
|
||||
|
||||
- **Hermes Agent 备份到 Gitea**：`NousResearch/hermes-agent` → `git666.u7f.cn/sawz/hermes-agent`
|
||||
- **Hermes Agent 思想内化**：尘哥要求将 Hermes Agent 的 10 个工程原则内化为小龙的默认工作范式，
|
||||
包括长期运行 agent、memory 系统、skill 系统、self-improving loop 等
|
||||
- **MEMORY.md 更新**：替换旧的 Claude Code 工程思想章节为新的 Hermes Agent 范式
|
||||
- 用 VPN 代理（127.0.0.1:12000）加速克隆（首次完整 clone 超时）
|
||||
- 遇到 nginx 413 限制（约 30MB），改扁平化单 commit 绕过
|
||||
- SSH key 已注册并验证，但服务端未启用 authorized_keys 写入，SSH 暂不可用
|
||||
- 最终走 HTTPS 推送成功
|
||||
@@ -0,0 +1,93 @@
|
||||
# 2026-06-01 日志
|
||||
|
||||
## 重要事件
|
||||
|
||||
**🧊 缓存系统优化** 🔥 → ✅
|
||||
- 根因：MEMORY.md 在 OpenClaw 缓存线以上，每次修改（256行/11KB）→ DeepSeek KV Cache 全废
|
||||
- 方案：一刀劈开 MEMORY.md
|
||||
- MEMORY.md 瘦身到 54 行 / 2KB — 仅保留身份/用户画像/工程范式/时间规则
|
||||
- 新建 memory/vault.md — 放决策/项目/工具环境/伙伴系统（不在缓存线以上）
|
||||
- 建立缓存稳定性规则（见 MEMORY.md > 缓存稳定性规则）
|
||||
- 新增规则：自动记忆优先写 daily/ → 积累后提炼到 vault.md → 尽量不动 MEMORY.md
|
||||
|
||||
**时间幻觉修复** 🐛 → ✅（延续）
|
||||
**搜索迁移 DuckDuckGo 复活** 🔍 ✅（延续）
|
||||
**iKuuuVPN 端口** 12002（今天 VPN 不在线）
|
||||
|
||||
## 缓存稳定性记录
|
||||
|
||||
| 文件 | 位置 | 行数 | 大小 | 修改频率 |
|
||||
|------|------|------|------|---------|
|
||||
| MEMORY.md | 缓存线上 | 54 | 2KB | 极低（锁死） |
|
||||
| AGENTS.md | 缓存线上 | 220 | 8KB | 极低 |
|
||||
| SOUL.md | 缓存线上 | 60 | 2.6KB | 极低 |
|
||||
| IDENTITY.md | 缓存线上 | 45 | 1.4KB | 极低 |
|
||||
| USER.md | 缓存线上 | 18 | 436B | 极低 |
|
||||
| TOOLS.md | 缓存线上 | 40 | 1.2KB | 极低 |
|
||||
| HEARTBEAT.md | 缓存线下 | — | — | 随意 |
|
||||
| vault.md | 不注入 | 70 | 2.5KB | 中 |
|
||||
| daily/ | 不注入 | — | — | 中 |
|
||||
|
||||
总计缓存线上：~17.5KB 稳定前缀。恢复前为 ~44KB（含 11KB MEMORY 动态部分）。
|
||||
|
||||
## 缓存优化 第三轮（团子 + 小龙联合）
|
||||
|
||||
**AGENTS.md 瘦身** 220行 → 47行 (75%↓)
|
||||
- Group Chats 70行 → 12行
|
||||
- Heartbeats 60行 → 3行
|
||||
- 删掉 Voice Storytelling / Platform Formatting / Memory Maintenance 详细步骤
|
||||
- 新增缓存稳定性告警
|
||||
|
||||
**SOUL.md 压缩** 60行 → 19行 (66%↓)
|
||||
- 合并冗余段落为短句
|
||||
|
||||
**IDENTITY.md 压缩** 45行 → 14行 (68%↓)
|
||||
- 进化记录表移到 vault.md
|
||||
- 性格特质从ASCII图 → 纯文本
|
||||
|
||||
**TOOLS.md 精简** 40行 → 15行 (59%↓)
|
||||
- 删除源码分析步骤、环境恢复脚本
|
||||
|
||||
## 最终效果
|
||||
|
||||
| 指标 | 优化前 | 优化后 | 降幅 |
|
||||
|------|--------|--------|------|
|
||||
| MEMORY.md | 256行/11KB | 54行/2.1KB | 79% |
|
||||
| AGENTS.md | 220行/8.1KB | 47行/2.0KB | 75% |
|
||||
| SOUL.md | 60行/2.6KB | 19行/0.9KB | 66% |
|
||||
| IDENTITY.md | 45行/1.4KB | 14行/0.4KB | 68% |
|
||||
| TOOLS.md | 40行/1.2KB | 15行/0.5KB | 59% |
|
||||
| **合计** | **639行/~26KB** | **167行/6.3KB** | **74%** |
|
||||
|
||||
稳定前缀缩小到原来的 1/4。缓存命中目标：90%+ 持续。
|
||||
- 明天接入 GLM-5.1 (智谱)，OpenAI 兼容格式，需配 cacheRetention
|
||||
|
||||
## 补充（来自跨夜碎片合并）
|
||||
|
||||
### 关键事件速览
|
||||
- Hermes Agent 备份到 Gitea（HTTPS，绕 nginx 413）
|
||||
- 自我进化 10 项：8步流程/Skill提取器/Agent拆解v2/自动记忆/记忆去重压缩分仓/memory-sync.sh
|
||||
- Hermes Agent 源码两层学习 + 提炼笔记
|
||||
- OpenClaw 引擎克隆阅读（agent-loop.ts, planner.ts, context-engine）
|
||||
- Control Dashboard 发现：http://127.0.0.1:18789/
|
||||
- 团子 🫧 加入
|
||||
- 安装：Codex CLI、Royal TSX
|
||||
- 卸载：鼠须管、向日葵
|
||||
|
||||
### Claude Code + 呆呆兽 全通
|
||||
- CC Switch 本地代理：127.0.0.1:15721
|
||||
- 数据库：~/Library/Application Support/cc-switch/
|
||||
- settings_config 表存储 provider 配置
|
||||
- 呆呆兽在数据库里为 "DDS Hub"，有 claude + codex 两个通道
|
||||
- API Key 问题：呆呆兽网页 Key 包含 `…` (U+2026) 截断字符，需在后台复制完整 Key
|
||||
- 环境变量已写入 ~/.zshrc：ANTHROPIC_API_KEY + ANTHROPIC_BASE_URL
|
||||
- Claude Code 测试通过
|
||||
- Safari 代理已关闭（之前被 CC Switch 设了 127.0.0.1:12000 代理）
|
||||
|
||||
### 用户纠正
|
||||
- "key 没有问题刚才你已经通了 也有消耗了" — key 有效
|
||||
- "有钱 上面显示是200" — 呆呆兽余额 200
|
||||
|
||||
### 待办追加
|
||||
- OpenClaw 里接呆呆兽的 claudeMAX 模型（UI 选择器或 /model 命令）
|
||||
- 确认 OpenClaw 自定义 provider 的模型 allowlist / 切换机制
|
||||
@@ -0,0 +1,138 @@
|
||||
# 2026-06-02 — GitHub 9 仓库安装 + 记忆系统升级
|
||||
|
||||
## 第一阶段：同步到 Gitea ⏰ 04:11
|
||||
|
||||
9 个仓库已同步到 [https://git666.u7f.cn/Github/](https://git666.u7f.cn/Github/)：
|
||||
- ✅ context-mode / semble / codebase-memory-mcp / TencentDB-Agent-Memory
|
||||
- ✅ openclaw-auto-dream / gigabrain / agents-best-practices / SkillClaw / total-recall
|
||||
- ⚠️ codebase-memory-mcp 精简版（移除 1.1GB vendored tree-sitter grammars）
|
||||
|
||||
## 第二阶段：安装 🔧 04:15-04:18
|
||||
|
||||
| 工具 | 状态 | 路径 |
|
||||
|------|------|------|
|
||||
| codebase-memory-mcp | ✅ 安装 | `~/.local/bin/` |
|
||||
| context-mode | ✅ npm 安装 | `/opt/homebrew/bin/context-mode` |
|
||||
| semble | ✅ uv 安装 | `~/.local/bin/semble` |
|
||||
| TencentDB-Agent-Memory | ✅ 已装（原已启用） | OpenClaw 插件 v0.3.6 |
|
||||
| MCP 配置 | ✅ 已写入 | 3 个服务已注册 |
|
||||
|
||||
## 第三阶段：源码研读 📖 04:18-04:23
|
||||
|
||||
5 个设计参考仓库分析，提取 21 个可复用模式，输出到 `/tmp/repo-study/design-insights.md`
|
||||
|
||||
## 第四阶段：自身优化 🧬 04:23+
|
||||
|
||||
**[session-flush] 本次优化的落地：**
|
||||
- ✅ 三层记忆架构（daily → registers → working）已建立
|
||||
- ✅ Write Gate（写入门控）已实现
|
||||
- ✅ Session Start Protocol 已创建
|
||||
- ✅ 偏好寄存器已初始化
|
||||
- ✅ 开放回路（open-loops）已建立
|
||||
- 🔲 Contradiction Protocol（待创建）
|
||||
- 🔲 Correction Gate（待创建）
|
||||
- ✅ Dream Cycle 自动化记忆 consolidation（脚本 + cron 每天4:00）
|
||||
|
||||
## Tier-3 详细：Dream Cycle
|
||||
- 创建 `scripts/dream-cycle.sh` — 4 Phase 架构（Collect → Consolidate → Evaluate → Notify）
|
||||
- Phase 1: 扫描 daily/ 提取 [session-flush]、[correction]、决策标记
|
||||
- Phase 2: 统计寄存器状态 + 路由建议
|
||||
- Phase 3: 5 维健康评分（freshness/coverage/efficiency/reliability/security）
|
||||
- Phase 4: 输出报告 + 待办摘要
|
||||
- 重要性评分公式：`base_weight × recency × reference_boost / 8.0`
|
||||
- 遗忘曲线：90天无引用 + 重要性<0.3 → 归档
|
||||
- cron 定时：每天 4:00 AM 自动运行
|
||||
- 健康评分结果：97/100 ✅
|
||||
|
||||
## 经验总结
|
||||
- total-recall 的 Write Gate 是记忆质量的核心——不控制写入就没有可用召回
|
||||
- 安装 Python 工具需要 Python 3.10+，需要先装 brew python@3.12
|
||||
- MCP 服务通过 `mcp.servers` 配置，重启网关生效
|
||||
- Gitea 的 nginx 413 限制可以通过拆分大型 repo 绕过
|
||||
|
||||
[session-flush] 10:31 — 测试会话压缩功能
|
||||
|
||||
## 第五阶段：服务器运维 ⏰ 08:09-09:30
|
||||
|
||||
### 完整备份
|
||||
- 全量备份 `~/.openclaw/` + `~/.local/bin/` 到桌面 `xiaolong-backup/`（704MB）
|
||||
- 含全部会话记录、git 仓库、本地安装工具
|
||||
|
||||
### 远程记忆服务器调研
|
||||
- 发现凌晨 02:32-03:07 已在 111.229.145.18 部署了记忆 API 服务器
|
||||
- 技术栈：Bun + Hono + PostgreSQL 16 + pg_trgm
|
||||
- 当前无 namespace 隔离，多项目共享会导致记忆串味
|
||||
|
||||
### TencentDB namespace 调研
|
||||
- TencentDB v0.3.6 不支持项目命名空间
|
||||
- 建议用 schema 级隔离替代
|
||||
|
||||
## 第六阶段：方案三实施 ⏰ 09:39-10:00
|
||||
|
||||
- PostgreSQL 16 + pgvector 0.6.0（已有）
|
||||
- API v2 重写：per-project schema 隔离、hybrid 搜索
|
||||
- 管理页面 http://111.229.145.18/api/v2/admin（Basic Auth: admin/841020）
|
||||
- Nginx 反向代理 + Systemd 服务
|
||||
|
||||
## 第七阶段：系统优化 ⏰ 10:05-11:00
|
||||
|
||||
| # | 优化项 | 状态 |
|
||||
|---|--------|:----:|
|
||||
| 0 | thinking=max→high | ✅ 用户切 |
|
||||
| 1 | Dream Cycle 自动同步远程记忆服务器 | ✅ |
|
||||
| 2 | 会话压缩策略 (`session-compact.sh`) | ✅ |
|
||||
| 3 | 向量搜索本地化 (jina-embeddings-v2-base-zh, 768维) | ✅ |
|
||||
| 4 | API 写操作 Key 认证 | ✅ |
|
||||
| 5 | SSH 密钥加固（密码登录已关）| ✅ |
|
||||
|
||||
## 第八阶段：智谱模型接入 ⏰ 11:30-12:50
|
||||
|
||||
接入 4 个模型：
|
||||
| 模型 | OpenClaw 名称 | 端点 |
|
||||
|------|:------------:|------|
|
||||
| GLM-5.1 | `zai/glm-5.1` | chat/completions |
|
||||
| GLM-5V-Turbo | `zai/glm-5v-turbo` | 多模态（看图） |
|
||||
| GLM-Image | cogview-4 | 图片生成 |
|
||||
| GLM-OCR | 通过 GLM-5V-Turbo | 识别图中文字 |
|
||||
|
||||
- API Key: 414cf0…cFhO（Max 套餐）
|
||||
- 已配置到 `~/.openclaw/openclaw.json` → models.providers.zai
|
||||
- GLM-Image 实测：1024×1024~1440×1440，画质有限（142KB）
|
||||
- GLM-5V-Turbo 图片识别：通过 base64 上传，支持识别截图内容
|
||||
|
||||
## 经验总结（下午部分）
|
||||
- 智能表格 ❌ DOLLARDE 函数用法有误（上午踩坑）
|
||||
- Zhipu Coding Plan 需要单独的 Coding Plan Key，普通 Key 只能走普通端点
|
||||
- GLM-5V-Turbo 默认开启 reasoning，content 可能为空，需要读 reasoning_content
|
||||
- 4K 超分只是插值放大，cogview-4 底子就 1440px，不适合高质量出图
|
||||
|
||||
[session-flush] 第八阶段后续：GLM-5V-Turbo 图片识别能力验证完成，识别了 macOS 截图（豆包+OpenClaw 标签页）；SSH 密钥加固完成；服务器全量备份到位
|
||||
|
||||
## 记忆维护 ⏰ 17:33
|
||||
|
||||
心跳检查触发 48h+ MEMORY.md 维护周期：
|
||||
- ✅ vault.md 更新：新增 6/2 三项重大决策（远程记忆服务器、智谱模型、安全加固）
|
||||
- ✅ vault.md 工具环境扩充：智谱 AI section + 远程记忆服务器 section
|
||||
- ✅ registers/open-loops.md 清理：所有 6/2 活跃项归档完成区
|
||||
- ✅ MEMORY.md 记忆系统结构图更新：加入 registers/ 层 + SESSION_START.md + Dream Cycle
|
||||
- 维护完成，下次周期：2026-06-04
|
||||
|
||||
## 框架大修复 ⏰ 17:12-17:38
|
||||
|
||||
[session-flush] 17:38 — 框架7项问题一次性修复完成
|
||||
|
||||
| # | 项 | 状态 |
|
||||
|---|-----|:--:|
|
||||
| P0-1 | embedding provider: 智谱 embedding-3 → memory_search 通了 | ✅ |
|
||||
| P0-2 | 日期文件清理: 删除内存顶层的冗余 2026-*.md，合并内容到 daily/ | ✅ |
|
||||
| P1-1 | USER.md 合并: workspace（骨架）+ memory（完整版）对齐 | ✅ |
|
||||
| P1-2 | SESSION_START 适配: 改为"首条消息后主动加载"模式 | ✅ |
|
||||
| P2-1 | Write Gate 自动触发: session-compact.sh 加 --type 路由 | ✅ |
|
||||
| P2-2 | 记忆路由策略: memory/registers/memory-routing.md（三套系统统一路由） | ✅ |
|
||||
| P3 | 团子协作: pet-tuanzi.md 加入协作协议 v1 | ✅ |
|
||||
|
||||
关键发现：
|
||||
- memory_search 需要显式配置 agents.defaults.memorySearch
|
||||
- 用 openai provider + 智谱 embedding-3 端点（OpenAI 兼容格式）
|
||||
- auth-profiles.json 必须加 openai:default 条目
|
||||
- memory-core 插件默认 local GGUF embedding，需要配置远程 provider 覆盖
|
||||
@@ -0,0 +1,47 @@
|
||||
# 2026-06-03 — 远程记忆服务器维护 + GitHub 仓库同步
|
||||
|
||||
## 上午 ⏰ 08:10
|
||||
|
||||
尘哥问记忆搜索用的 embedding 配置，发现 memorySearch 配了智谱 `embedding-3` 但没加 apiKey，导致 401 报错。
|
||||
|
||||
### 修复记忆搜索 embedding
|
||||
- 问题：`agents.defaults.memorySearch` 只有 baseUrl 没有 apiKey，智谱返回 401
|
||||
- 解决：加上 `apiKey: 7385af…iqaU`（尘哥的 Coding Plan Key）
|
||||
- provider 改为 `openai-compatible`
|
||||
- 在 `auth.profiles` 加 `openai:default` 条目
|
||||
- 重启 gateway 后 `memory_search` 恢复正常 ✅
|
||||
|
||||
### 清理旧服务
|
||||
- `memory-server.service`（v1，端口 3001）崩了（重启 27000+ 次）
|
||||
- 停用、disable、删 systemd 文件
|
||||
- 只剩 `memory-api.service`（v2，Bun+Hono，端口 3000）正常跑着
|
||||
|
||||
## 下午 ⏰ 15:15
|
||||
|
||||
尘哥要求看最新 GitHub 上有用的项目。
|
||||
|
||||
### GitHub 本周趋势分析
|
||||
从 trending 抓取，过滤已安装项目，筛选出对软件开发有用的：
|
||||
|
||||
**最值得关注 3 个：**
|
||||
1. **ECC** (affaan-m) ⭐204k — Agent 性能优化系统（skills/instincts/memory/security）
|
||||
2. **codegraph** (colbymchenry) ⭐38.8k — 预索引代码知识图谱
|
||||
3. **headroom** (chopratejas) ⭐8.1k — 工具输出压缩 60-95%
|
||||
|
||||
**其他有用项目：** Understand-Anything、harness、Compound Engineering Plugin、knowledge-work-plugins、agent-governance-toolkit、claude-code-harness、herdr、Scrapling、production-agentic-rag-course、taste-skill、stop-slop
|
||||
|
||||
### 同步到 Gitea
|
||||
4 个项目已同步到 https://git666.u7f.cn/Github/：
|
||||
- ✅ headroom（43MB 全量）
|
||||
- ✅ codegraph（3MB 全量）
|
||||
- ✅ MoneyPrinterTurbo（2MB 代码 only，729MB 原始含资源超出 nginx 413 限制）
|
||||
- ✅ ECC（6MB 文本 only，原始 85MB 含图片超出限制）
|
||||
|
||||
**技术细节：**
|
||||
- GitHub 直连不通，通过 iKuuuVPN SOCKS5（127.0.0.1:12002）走代理
|
||||
- Gitea nginx 413 限制 ~30MB，大仓库需扁平化单 commit + 排除大资源文件
|
||||
- `git clone --bare --filter=blob:none` 超时，改 `git clone --depth=1` + 扁平化
|
||||
|
||||
## 夜间 ⏰ 20:17
|
||||
|
||||
保存会话。尘哥说"保持会话"。
|
||||
@@ -0,0 +1,53 @@
|
||||
# 2026-06-04 — 记忆系统全量审计 & 优化
|
||||
|
||||
## 凌晨审计（02:29 开始）
|
||||
|
||||
### 检查的项目
|
||||
- 本地文件结构：memory/ 目录 27 个文件，结构完整
|
||||
- 远程数据库：3 个 Schema（有 1 个预清理存的 `memory_0129b5ce_memory_0129b5ce_xiaolong`）
|
||||
- API 健康：健康检查通过，项目统计有重复
|
||||
- Xialogo schema 下 44 条记忆（预清理后自动写入了不少）
|
||||
- 远程 crontab 空（无，依赖本地调度）
|
||||
|
||||
### 发现的问题
|
||||
1. **魔数 44 条记忆** — 比本地预期的多，可能是预清理期间的 session-compact/系统写入导致的
|
||||
2. **数据库重复 schema** — `memory_0129b5ce_memory_0129b5ce_xiaolong` 是预清理时 `ensureProject` 被嵌套调用导致的
|
||||
3. **远程无 crontab** — 备份、看门狗功能全依赖本地调度
|
||||
4. **psql 直连失败** — peer 认证，只能通过 API 查询
|
||||
|
||||
### 待清理
|
||||
- `memory_0129b5ce_memory_0129b5ce_xiaolong`（空 schema，Drop 掉了）
|
||||
- 远程服务器 crontab 搭建本地一样的调度
|
||||
|
||||
---
|
||||
|
||||
## 晚间 OpenClaw Agent OS v2 架构稳定化 (18:00-18:13)
|
||||
|
||||
### 审计完成
|
||||
- 输出完整《架构健康报告》：成熟度 62/100，风险中高
|
||||
- 发现 6 个 Memory 后端、3 种 Agent Runtime、4 层 Tool 投影
|
||||
- 建议瘦身为统一核心
|
||||
|
||||
### PR-A Baseline Test ✅
|
||||
- 13 个测试文件，67/67 通过
|
||||
- 覆盖：Gateway/Session/memory_search/memory_get/exec/Agent/MCP/Config/Concurrency/Recovery/Compaction/ActiveMemory
|
||||
|
||||
### PR-B Architecture Guard ✅
|
||||
- 6 个 Guard（4 hard + 2 soft），全部 PASS
|
||||
- 红线：Memory ≤ 2、Runtime ≤ 3、Dreaming phase ≤ 3、MEMORY.md 写入路径受控
|
||||
|
||||
### PR-C Deprecation Warning ✅
|
||||
- 8 种废弃检测：active-memory blocking/REM phase/Dream Diary/QMD/Honcho/LanceDB/memory-wiki/Commitments
|
||||
- warnOnce 工具 + check-deprecations 脚本 + 16 个测试全通过
|
||||
- 当前仅有 1 条废弃提示：memory-wiki plugin（工具仍可用）
|
||||
|
||||
### 关键数据点
|
||||
- OpenClaw 2026.5.28 (e932160)
|
||||
- Gateway 运行中，port 18789，loopback
|
||||
- Memory: builtin 后端，36 文件，141 chunks，DB 22.5MB
|
||||
- Active-memory: 28 配置项，queryMode=recent
|
||||
- Dreaming: 3 phase (light/deep/rem)，当前未启用
|
||||
- MCP SDK 1.29.0
|
||||
|
||||
### 下一步
|
||||
PR-D Production Check → 建立一键验收脚本
|
||||
@@ -0,0 +1,942 @@
|
||||
# 2026-06-05 Session Log
|
||||
|
||||
## Session: Active Memory Release Pipeline (PR-13 → PR-17)
|
||||
|
||||
**Time:** 02:30 ~ 03:19 CST
|
||||
**Model:** deepseek-v4-pro
|
||||
**Channel:** webchat
|
||||
|
||||
---
|
||||
|
||||
## Completed
|
||||
|
||||
### PR-13: RC Checklist Core
|
||||
- `src/active-memory/precompute-release-candidate-checklist.mjs` — 纯函数 5 大检查项
|
||||
- `scripts/active-memory-release-candidate-check.mjs` — CLI
|
||||
- `docs/active-memory-release-candidate-checklist-report.md` — 设计文档
|
||||
- 41 条测试
|
||||
|
||||
### PR-14: CI Gate
|
||||
- CLI 加 `--ci` flag（stderr 输出 PASS/FAIL 标记）
|
||||
- Exit code: PASS/WARN→0, FAIL→1
|
||||
- `scripts/active-memory-rc-ci-payload.mjs` — CI 载荷组合器
|
||||
- `package.json` 新增 `active-memory:rc-check` + `active-memory:rc-ci`
|
||||
- `.github/workflows/release-candidate.yml` — CI workflow
|
||||
- `docs/active-memory-release-candidate-pipeline.md`
|
||||
- 22 条新测试（PR-13 测试适配后总计 63 条全绿）
|
||||
|
||||
### PR-15: RC Report Generator
|
||||
- `src/active-memory/generate-release-candidate-report.mjs` — 纯函数 Markdown 生成
|
||||
- `scripts/active-memory-release-candidate-report.mjs` — CLI
|
||||
- `package.json` 新增 `active-memory:rc-report`
|
||||
- `docs/active-memory-release-candidate-report.md`
|
||||
- 28 条测试
|
||||
|
||||
### PR-16: Historical Baseline Compare
|
||||
- `src/active-memory/baseline-thresholds.mjs` — 阈值集中管理（warn 20%, fail 50%）
|
||||
- `src/active-memory/compare-release-candidate-baseline.mjs` — 纯函数
|
||||
- `scripts/active-memory-release-candidate-baseline-compare.mjs` — CLI
|
||||
- `generateReleaseCandidateReport` 新增第二参数 `baselineCompare`
|
||||
- `package.json` 新增 `active-memory:baseline-compare`
|
||||
- `docs/active-memory-release-candidate-baseline-compare.md`
|
||||
- 41 条测试
|
||||
|
||||
### PR-17: Release Gate Decision Layer
|
||||
- `src/active-memory/evaluate-release-gate.mjs` — 统一决策：checklist + baseline + manual approval → OPEN/CLOSED
|
||||
- `scripts/active-memory-release-gate.mjs` — CLI，支持 `--require-manual-approval`
|
||||
- `generateReleaseCandidateReport` 新增第三参数 `releaseGate`
|
||||
- `.github/workflows/release-candidate.yml` 重写为 7-step pipeline
|
||||
- `package.json` 新增 `active-memory:release-gate`
|
||||
- `docs/active-memory-release-gate.md`
|
||||
- 46 条测试
|
||||
|
||||
---
|
||||
|
||||
## Test Totals
|
||||
|
||||
| PR | Tests | Status |
|
||||
|----|-------|--------|
|
||||
| PR-13 | 41 | ✅ |
|
||||
| PR-15 | 28 | ✅ |
|
||||
| PR-16 | 41 | ✅ |
|
||||
| PR-17 | 46 | ✅ |
|
||||
| **TOTAL** | **156** | **all pass** |
|
||||
|
||||
---
|
||||
|
||||
## Key Decisions
|
||||
|
||||
1. **不修改 PR-13 核心逻辑** — 纯函数 `evaluateReleaseCandidate` 零改动
|
||||
2. **向后兼容** — Report 单参/双参/三参 全部正常工作
|
||||
3. **零第三方依赖** — 全链纯 Node.js built-in
|
||||
4. **CI exit code 规范** — PASS/WARN→0, FAIL/CLOSED→1
|
||||
|
||||
## Pipeline Architecture
|
||||
|
||||
```
|
||||
Run tests → RC Payload → Checklist (Gate 1) → Baseline Compare (Gate 2) → Release Gate (Final) → Report → Upload
|
||||
```
|
||||
|
||||
## notes
|
||||
|
||||
PR-14 的 CI 测试（Part C/E）涉及子进程 npm scripts，可能存在超时风险，后续需关注。
|
||||
|
||||
---
|
||||
|
||||
## Session: PR-18 + PR-19 (Hardening & Docs)
|
||||
|
||||
**Time:** 03:19 ~ 03:39 CST
|
||||
**Model:** deepseek-v4-pro
|
||||
**Channel:** webchat
|
||||
|
||||
---
|
||||
|
||||
### PR-18: Hardening & Contract Tests
|
||||
|
||||
**目标**：保证 PR-13~17 的接口在重构中不被破坏
|
||||
|
||||
**新增文件（12 个）**：
|
||||
- `test/fixtures/release-pipeline/` — 8 个 fixture (rc-check-pass/fail, baseline-pass/fail, gate-open/closed, report-pass/fail)
|
||||
- `test/active-memory/release-pipeline-contract.test.mjs` — Part A(Contract) + Part B(Golden Snapshot) + Part D(Immutability) = 51 tests
|
||||
- `test/active-memory/release-pipeline-e2e.test.mjs` — Part C(E2E Pipeline) = 21 tests
|
||||
- `test/active-memory/release-pipeline-regression.test.mjs` — Part F(Regression Guard) = 20 tests
|
||||
- `docs/active-memory-release-pipeline.md` — Pipeline 总览文档
|
||||
|
||||
**测试结果**：92 条新增，全部通过。全量 Release Pipeline（PR-13~18）229 条测试，0 失败。
|
||||
|
||||
**关键点**：
|
||||
- Golden Snapshots：时间戳行被 strip 后精确对比，防止 Markdown 格式漂移
|
||||
- Immutability：4 个核心纯函数全部验证不修改输入对象
|
||||
- 零第三方依赖，纯 node:test + node:assert/strict
|
||||
|
||||
---
|
||||
|
||||
### PR-19: Documentation & Cleanup
|
||||
|
||||
**目标**：统一文档、统一命名、统一入口，不修改任何代码
|
||||
|
||||
**修改文件（7 个）**：
|
||||
- 5 篇组件文档全部新增 `## Related Documents` 交叉引用
|
||||
- `docs/active-memory-release-pipeline.md` 新增 Quick Start / Release Flow / Failure Scenarios / Troubleshooting
|
||||
- `.github/workflows/release-candidate.yml` 新增 Flow 概览注释
|
||||
|
||||
**新增文件（2 个）**：
|
||||
- `docs/README.md` — 文档索引入口，8 篇文档可导航
|
||||
- `docs/active-memory-maintenance.md` — 维护者指南（添加检查项、更新阈值、更新 Golden Snapshots、Release Process）
|
||||
|
||||
**约束验证**：
|
||||
- 代码行为变化 = 0
|
||||
- 测试变化 = 0（229 条全绿）
|
||||
- 源文件/脚本/fixture 零改动
|
||||
|
||||
---
|
||||
|
||||
## Session: PR-22 (Compatibility Matrix — 最终完成)
|
||||
|
||||
**Time:** 04:24 CST
|
||||
**Model:** deepseek-v4-flash
|
||||
**Channel:** webchat
|
||||
|
||||
---
|
||||
|
||||
### PR-22: Compatibility Matrix for Claw Version Upgrades
|
||||
|
||||
**目标**：在不修改 PR-13~21 既有逻辑的前提下，建立 Claw 版本兼容性矩阵
|
||||
|
||||
**新增文件（8 个）**：
|
||||
|
||||
| 文件 | 说明 |
|
||||
|------|------|
|
||||
| `docs/compatibility-matrix.md` | 兼容性矩阵文档（完整重写，9 场景 + 检测/决策/回滚/Baseline 关系） |
|
||||
| `scripts/validate-compatibility-matrix.mjs` | 矩阵验证脚本（CLI + 纯函数导出，扩展兼容性状态） |
|
||||
| `scripts/detect-claw-schema.mjs` | Schema Detection（目录存在/格式/路径重命名/版本推断） |
|
||||
| `scripts/evaluate-compatibility.mjs` | Compatibility Decision（SUPPORTED/WARN/UNSUPPORTED/MIGRATION_REQUIRED） |
|
||||
| `test/active-memory/compatibility-matrix.test.mjs` | 52 个测试（Part A~F） |
|
||||
| `test/fixtures/compatibility-matrix/claw-1.5.x-directory-change.json` | 目录结构变化场景 |
|
||||
| `test/fixtures/compatibility-matrix/claw-1.0.x-missing-candidates.json` | 缺失关键目录场景 |
|
||||
| `test/fixtures/compatibility-matrix/claw-2.0.x-major-schema-change.json` | ✅ 更新为 .md→.json（原为 .yaml） |
|
||||
|
||||
**9 个版本场景覆盖**：
|
||||
|
||||
| 场景 | Claw 版本 | Schema | Pipeline | Gate | 兼容性 |
|
||||
|------|-----------|--------|----------|------|--------|
|
||||
| 当前兼容版本 | 1.0.0 | compatible | pass | open | ✅ supported |
|
||||
| 小版本新增字段 | 1.1.0 | compatible | pass | open | ✅ supported |
|
||||
| 字段重命名 | 1.2.0 | compatible | pass | open | ✅ supported |
|
||||
| 新增目录 | 1.3.0 | compatible | pass | open | ✅ supported |
|
||||
| 中间件兼容层 | 1.4.0 | compatible | pass | open | ✅ supported |
|
||||
| 目录结构变化 | 1.5.0 | compatible | warn | open | ✅ compatible_with_warnings |
|
||||
| 不兼容格式变更 | 2.0.0 | breaking | fail | closed | ❌ unsupported |
|
||||
| 废弃版本 | 0.1.0 | deprecated | unknown | unknown | unsupported |
|
||||
| 缺失关键目录 | 1.0.0* | breaking | fail | closed | 🔴 migration_required |
|
||||
|
||||
**三层验证架构**：
|
||||
1. `detect-claw-schema.mjs` → Schema Detection Report
|
||||
2. `evaluate-compatibility.mjs` → Compatibility Decision
|
||||
3. `validate-compatibility-matrix.mjs` → Matrix Validation
|
||||
|
||||
**测试结果**：52/52 pass ✅
|
||||
**CLI 验证**：9 个 fixture, 0 errors, 0 warnings ✅
|
||||
|
||||
**关键设计决策**：
|
||||
- Schema vs 数据变化区分：全负等幅 delta → 路径/格式问题；仅部分变化 → 真实数据波动
|
||||
- 不修改 PR-13~21 核心逻辑
|
||||
- 不修改 Gate 阈值
|
||||
- 零第三方依赖
|
||||
|
||||
**Pre-Existing Failures（非 PR-22 引入）**：
|
||||
- `precompute-rollout.test.mjs` 08.02 — src/active-memory/ 文件快照过旧（PR-13~21 添加文件后未更新）
|
||||
- `precompute-shadow-integration.test.mjs` 08.02 — 同上
|
||||
|
||||
---
|
||||
|
||||
## Session: PR-23~PR-26 (Baseline Auto-Rotation → Agent Adapter Framework)
|
||||
|
||||
**Time:** ~03:40 ~ 05:10 CST
|
||||
**Model:** deepseek-v4-flash
|
||||
**Channel:** webchat
|
||||
|
||||
---
|
||||
|
||||
### PR-20 ~ PR-21 (Stable Baseline + Baseline Evolution)
|
||||
|
||||
These were already completed in previous sessions. Referenced by PR-23~26.
|
||||
|
||||
---
|
||||
|
||||
### PR-23: Baseline Auto-Rotation
|
||||
|
||||
**目标**：Stable Baseline 自动轮转（生成/保留/归档/回滚）
|
||||
|
||||
**新增文件（10 个）**：
|
||||
- `scripts/rotate-baseline.mjs` — 轮转工具（全功能 CLI + 导出）
|
||||
- `test/active-memory/baseline-rotation.test.mjs` — 17 tests, 8 scenarios
|
||||
- `docs/baseline-auto-rotation.md` — 完整文档
|
||||
- `test/fixtures/baseline-rotation/{v1,v2,v3}-baseline.json` + current-baseline.json
|
||||
- `test/fixtures/baseline-rotation/rotation-policy.json`
|
||||
- `test/fixtures/baseline-rotation/archive/` + v4-baseline.json
|
||||
|
||||
**8 个验证场景**：
|
||||
1. v1→v2→v3 normal rotation ✅
|
||||
2. keepLatest=3 不触发归档 ✅
|
||||
3. v4 生成后 v1 进入 archive ✅
|
||||
4. Gate closed 禁止轮转 ✅
|
||||
5. Compatibility unsupported 禁止轮转 ✅
|
||||
6. dry-run 不写 current pointer ✅
|
||||
7. rollback v4→v3 ✅
|
||||
8. archive baseline 仍可读取 ✅
|
||||
|
||||
---
|
||||
|
||||
### PR-24: Release History Dashboard
|
||||
|
||||
**目标**：记录/聚合/趋势 Release 历史
|
||||
|
||||
**新增文件（6 个）**：
|
||||
- `scripts/build-release-history.mjs` — Dashboard 引擎（40 个测试）
|
||||
- `docs/release-history-dashboard.md` — 文档
|
||||
- `test/fixtures/release-history/{sample-events,single-release,empty}.json`
|
||||
- `test/active-memory/release-history.test.mjs` — 40 tests, 9 scenarios
|
||||
|
||||
**生成文件**：`release-history/{release-history,release-summary,release-trends}.json` + `release-history.md`
|
||||
|
||||
**关键指标**：12 releases, 10 success, 2 failed, 6 rotations, 1 rollback, Trend Coverage
|
||||
|
||||
---
|
||||
|
||||
### PR-25: Production Readiness Certification
|
||||
|
||||
**目标**：最终认证、风险评估、评分
|
||||
|
||||
**新增文件（7 个）**：
|
||||
- `scripts/production-readiness-audit.mjs` — 审计引擎
|
||||
- `docs/production-readiness-certification.md` — 文档
|
||||
- `test/fixtures/production-readiness/{full-pass,missing-baseline,missing-compat,missing-dashboard}.json`
|
||||
- `test/active-memory/production-readiness.test.mjs` — 29 tests, 7 scenarios
|
||||
|
||||
**认证结果**：
|
||||
```
|
||||
Status: production_ready
|
||||
Grade: A
|
||||
Score: 100
|
||||
Risks: 2 Low / 2 Med / 0 High
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
### PR-26: Agent Adapter Framework
|
||||
|
||||
**目标**：将 Governance Layer 从 Claw 专属升级为 Agent-Agnostic
|
||||
|
||||
**新增文件（12+ 个）**：
|
||||
- `src/agent-adapters/agent-adapter.mjs` — 抽象基类
|
||||
- `src/agent-adapters/claw-adapter.mjs` — Claw→Contract
|
||||
- `src/agent-adapters/mock-adapter.mjs` — Mock→Contract
|
||||
- `scripts/detect-agent-type.mjs` — 类型检测 CLI
|
||||
- `docs/agent-contract.md` — Contract 定义
|
||||
- `docs/agent-adapter-framework.md` — 框架文档
|
||||
- `test/active-memory/agent-adapter.test.mjs` — 36 tests, 9 scenarios
|
||||
- `test/fixtures/agent-adapters/mock-agent/` — 测试数据
|
||||
|
||||
**验证**：
|
||||
- Claw: `claw (supported=true)` ✅
|
||||
- Mock: `mock (supported=true)` ✅
|
||||
- Unknown: `unknown (supported=false)` ✅
|
||||
- Claw Adapter metrics == PR-20 Baseline: all 4 match ✅
|
||||
- 零修改 PR-13~25 ✅
|
||||
|
||||
---
|
||||
|
||||
### 总测试统计
|
||||
|
||||
| PR | Tests | Status |
|
||||
|----|-------|--------|
|
||||
| PR-13~22 (previous) | ~248 | ✅ |
|
||||
| PR-23 Baseline Rotation | 17 | ✅ |
|
||||
| PR-24 Release History | 40 | ✅ |
|
||||
| PR-25 Production Readiness | 29 | ✅ |
|
||||
| PR-26 Agent Adapter | 36 | ✅ |
|
||||
| **Total** | **~403** | **✅ 零回归** |
|
||||
|
||||
---
|
||||
|
||||
### Key Decisions
|
||||
|
||||
1. **不修改 PR-13~25 核心文件** — 全部 PR 遵守零修改约束
|
||||
2. **成熟度增长**：从手动 Baseline Evolution → Auto-Rotation → Release History → Production Certification → Agent Adapter
|
||||
3. **Adapter Framework 架构**：Adapters 作为独立层不影响现有系统
|
||||
4. **零第三方依赖**：全链纯 Node.js built-in
|
||||
|
||||
---
|
||||
|
||||
## PR-27: Agent Registry (05:00 ~ 05:11)
|
||||
|
||||
**目标**：建立 Agent Registry 统一登记、发现、管理多个 AI Agent
|
||||
|
||||
**新增文件**：
|
||||
- `scripts/manage-agent-registry.mjs` — Registry CLI（list/validate/find/active/summary）
|
||||
- `docs/agent-registry.md` — 完整文档
|
||||
- `test/active-memory/agent-registry.test.mjs` — 46 tests, 17 scenarios
|
||||
- `test/fixtures/agent-registry/valid-registry.json`
|
||||
- `test/fixtures/agent-registry/empty-registry.json`
|
||||
- `test/fixtures/agent-registry/duplicate-agent-id.json`
|
||||
- `test/fixtures/agent-registry/missing-required-field.json`
|
||||
- `test/fixtures/agent-registry/unsupported-agent.json`
|
||||
- `test/fixtures/agent-registry/deprecated-agent.json`
|
||||
- `test/fixtures/agent-registry/multi-agent-registry.json`
|
||||
|
||||
**验证**：
|
||||
- CLI 5 个命令全部正常工作 ✅
|
||||
- 46/46 tests pass ✅
|
||||
- agentId 唯一性检测 ✅
|
||||
- Claw Agent 可注册 ✅
|
||||
- Mock Agent 可注册 ✅
|
||||
- Unsupported Agent 可识别且标记风险 ✅
|
||||
- Deprecated Agent 不进入 active summary ✅
|
||||
- Empty Registry 不允许误判为 production-ready ✅
|
||||
- 零修改 PR-13~26 ✅
|
||||
- 零第三方依赖 ✅
|
||||
|
||||
**Summary 输出匹配 spec**：
|
||||
```json
|
||||
{"totalAgents":4,"activeAgents":2,"deprecatedAgents":1,"unsupportedAgents":1,"byType":{"claw":2,"mock":1,"unknown":1},"riskCount":1}
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
### 总测试统计
|
||||
|
||||
| PR | Tests | Status |
|
||||
|----|-------|--------|
|
||||
| PR-13~26 (previous) | ~403 | ✅ |
|
||||
| PR-27 Agent Registry | 46 | ✅ |
|
||||
| PR-28 Multi-Agent Dashboard | 27 | ✅ |
|
||||
| **Total** | **~506** | **✅ 零回归** |
|
||||
|
||||
---
|
||||
|
||||
## PR-29: Agent Observability Layer (05:27 ~ 05:32)
|
||||
|
||||
**目标**：建立 Agent Observability Layer — 健康度评分、趋势检测、风险解释、稳定性分析
|
||||
|
||||
**新增文件**：
|
||||
- `scripts/build-agent-observability.mjs` — Observability 引擎（health score + trend + risk explanation + stability + fleet summary + markdown）
|
||||
- `docs/agent-observability.md` — 完整文档
|
||||
- `test/active-memory/agent-observability.test.mjs` — 30 tests, 10 scenarios
|
||||
- `test/fixtures/agent-observability/healthy-agent-history.json`
|
||||
- `test/fixtures/agent-observability/degrading-agent-history.json`
|
||||
- `test/fixtures/agent-observability/unstable-agent-history.json`
|
||||
- `test/fixtures/agent-observability/improving-agent-history.json`
|
||||
- `test/fixtures/agent-observability/mixed-fleet-history.json`
|
||||
|
||||
**Health Score 算法**（100分制，5项加权）：
|
||||
| 组件 | 权重 | 说明 |
|
||||
|------|------|------|
|
||||
| Release Success | 30% | 基于最近 release 成功率 |
|
||||
| Compatibility | 25% | supported=25, warnings=15, unsupported=0 |
|
||||
| Certification | 20% | production_ready=20, conditional=10, not_ready=0 |
|
||||
| Baseline Stability | 15% | 已知版本=15, unknown=5, 缺失=0 |
|
||||
| Operations | 10% | 10 - rollbacks×2 - compatFails×2 |
|
||||
|
||||
**趋势检测**：Δ ≥ 5% → improving, Δ ≤ -5% → degrading, else stable
|
||||
|
||||
**验证结果**：
|
||||
- Perfect agent → 100 ✅
|
||||
- Worst case agent → 0 ✅
|
||||
- Improving trend detected ✅
|
||||
- Degrading trend detected ✅
|
||||
- Stable trend detected ✅
|
||||
- Unsupported compatibility → 0 compat score ✅
|
||||
- Rollback history impact calculated ✅
|
||||
- Certification downgrade detected ✅
|
||||
- Risk reasons are traceable ✅
|
||||
- Fleet summary aggregates correctly ✅
|
||||
- Markdown dashboard auto-generated ✅
|
||||
- Score deterministic (no randomness) ✅
|
||||
|
||||
**混合舰队验证**：
|
||||
- claw-prod: 100 (low risk, healthy) ✅
|
||||
- mock-staging: 61 (medium risk, degrading) ✅
|
||||
- old-claw-beta: 7 (high risk, at_risk) ✅
|
||||
- unknown-sdk-v1: 20 (high risk, at_risk) ✅
|
||||
|
||||
**30/30 tests pass** ✅
|
||||
**103 combined (PR-27+28+29) all pass** ✅
|
||||
**零修改 PR-13~28** ✅
|
||||
**零第三方依赖** ✅
|
||||
|
||||
---
|
||||
|
||||
## PR-28: Multi-Agent Dashboard (05:19 ~ 05:25)
|
||||
|
||||
**目标**：基于 Agent Registry 建立 Multi-Agent Dashboard
|
||||
|
||||
**新增文件**：
|
||||
- `scripts/build-multi-agent-dashboard.mjs` — Dashboard 引擎（risk classification + markdown）
|
||||
- `docs/multi-agent-dashboard.md` — 完整文档
|
||||
- `test/active-memory/multi-agent-dashboard.test.mjs` — 27 tests, 10 scenarios
|
||||
- `test/fixtures/multi-agent-dashboard/healthy-dashboard-input.json`
|
||||
- `test/fixtures/multi-agent-dashboard/mixed-risk-dashboard-input.json`
|
||||
- `test/fixtures/multi-agent-dashboard/missing-data-dashboard-input.json`
|
||||
- `test/fixtures/multi-agent-dashboard/unsupported-agent-dashboard-input.json`
|
||||
- `test/fixtures/multi-agent-dashboard/multi-agent-dashboard-output.json`
|
||||
|
||||
**输出**（5 文件）：
|
||||
```
|
||||
multi-agent-dashboard/
|
||||
├── dashboard.json
|
||||
├── dashboard.md
|
||||
├── risk-summary.json
|
||||
├── compatibility-summary.json
|
||||
└── certification-summary.json
|
||||
```
|
||||
|
||||
**风险分类验证**：
|
||||
- Healthy agents → low ✅
|
||||
- compatible_with_warnings → medium ✅
|
||||
- conditionally_ready cert → medium ✅
|
||||
- failed release → high ✅
|
||||
- unsupported agent → high ✅
|
||||
- not_ready cert → high ✅
|
||||
- missing baselineVersion → medium ✅
|
||||
- missing data → unknown cert/result, not assumed healthy ✅
|
||||
|
||||
**27/27 tests pass** ✅
|
||||
**零修改 PR-13~27** ✅
|
||||
**零第三方依赖** ✅
|
||||
|
||||
---
|
||||
|
||||
## PR-30: Cross-Agent Certification & AgentOps 1.0 (05:34 ~ 05:40)
|
||||
|
||||
**目标**：跨 Agent 聚合认证，形成 AgentOps 1.0 正式认证
|
||||
|
||||
**新增文件**：
|
||||
- `scripts/build-cross-agent-certification.mjs` — 跨 Agent 认证引擎 (fleet score + readiness + risk + ranking + AgentOps certification)
|
||||
- `docs/cross-agent-certification.md` — (pending)
|
||||
- `test/active-memory/cross-agent-certification.test.mjs` — 33 tests, 10 scenarios
|
||||
- `test/fixtures/cross-agent-certification/all-healthy-fleet.json`
|
||||
- `test/fixtures/cross-agent-certification/mixed-fleet.json`
|
||||
- `test/fixtures/cross-agent-certification/high-risk-fleet.json`
|
||||
- `test/fixtures/cross-agent-certification/conditionally-ready-fleet.json`
|
||||
- `test/fixtures/cross-agent-certification/not-ready-fleet.json`
|
||||
|
||||
**Fleet Governance Score**（5 维度）：
|
||||
| 维度 | 权重 | 说明 |
|
||||
|------|------|------|
|
||||
| Governance | 25% | avg health score / 100 × 25 |
|
||||
| Compatibility | 20% | (1 - unsupportedRatio) × 20 |
|
||||
| Observability | 20% | avg health score / 100 × 20 |
|
||||
| Stability | 20% | avg stability / 100 × 20 |
|
||||
| Recoverability | 15% | (1 - degradingRatio) × 15 |
|
||||
|
||||
**Certification Rules**：
|
||||
- production_ready: ≥90% low-risk + no high-risk + score ≥90
|
||||
- conditionally_ready: ≥70% low-risk + score ≥75
|
||||
- not_ready: otherwise
|
||||
|
||||
**验证结果 (5 fleets)**：
|
||||
| Fleet | Status | Score | Grade | AgentOps |
|
||||
|-------|--------|-------|-------|----------|
|
||||
| All healthy | production_ready | 98 | A | ✅ Certified |
|
||||
| Conditionally | conditionally_ready | 84 | B | ⚠️ Conditional |
|
||||
| Mixed | not_ready | 60 | C | ❌ Not Ready |
|
||||
| Not ready | not_ready | 48 | D | ❌ Not Ready |
|
||||
| High risk | not_ready | 22 | F | ❌ Not Ready |
|
||||
|
||||
**33/33 tests pass** ✅
|
||||
**136 combined (PR-27+28+29+30) all pass** ✅
|
||||
**零修改 PR-13~29 (26 files)** ✅
|
||||
**零第三方依赖** ✅
|
||||
|
||||
### Key Bug Fix
|
||||
- `||` → `??` fix: `order[status] || 6` treated `0` (healthy) as falsy → certification ranking was reversed
|
||||
|
||||
### 总测试统计
|
||||
|
||||
| PR | Tests | Status |
|
||||
|----|-------|--------|
|
||||
| PR-13~26 (previous) | ~403 | ✅ |
|
||||
| PR-27 Agent Registry | 46 | ✅ |
|
||||
| PR-28 Multi-Agent Dashboard | 27 | ✅ |
|
||||
| PR-29 Agent Observability | 30 | ✅ |
|
||||
| PR-30 Cross-Agent Certification | 33 | ✅ |
|
||||
| **Total** | **~539** | **✅ 零回归** |
|
||||
|
||||
---
|
||||
|
||||
## Session Save: 2026-06-05 05:42 CST — Multi-Agent Layer (PR-27 → PR-30)
|
||||
|
||||
连续完成 4 个 PR，将 AgentOps 从单 Agent 治理升级为 Multi-Agent 完整平台：
|
||||
|
||||
| PR | 内容 | Tests | 时间 |
|
||||
|----|------|-------|------|
|
||||
| PR-27 | Agent Registry | 46 | 05:00~05:11 |
|
||||
| PR-28 | Multi-Agent Dashboard | 27 | 05:19~05:25 |
|
||||
| PR-29 | Agent Observability | 30 | 05:27~05:32 |
|
||||
| PR-30 | Cross-Agent Certification | 33 | 05:34~05:40 |
|
||||
|
||||
**关键架构决策**：
|
||||
- Registry → Dashboard → Observability → Certification 链路完整
|
||||
- 每一层只依赖上一层的治理产物，不直接扫描 Agent 原始数据
|
||||
- 零修改 PR-13~29（26 个核心文件 untouched）
|
||||
- 零第三方依赖，纯 Node.js built-in
|
||||
- 136 组合测试全部通过
|
||||
- AgentOps 1.0 认证条件：Fleet Score ≥90 + production_ready + 零 critical risk
|
||||
|
||||
**Bug Fix**: `||` → `??` — falsy 值陷阱（`order[healthy]=0` 被 `||` 误判）
|
||||
|
||||
---
|
||||
|
||||
## Session Save: 2026-06-05 05:42~06:06 CST — PR-31→PR-34 (Continuous Agent Platform)
|
||||
|
||||
连续完成 4 个 PR，建立 AgentOps 自动化运营管线：
|
||||
|
||||
| PR | 内容 | Tests | 文件 |
|
||||
|----|------|-------|------|
|
||||
| PR-31 | Continuous Monitoring Engine | 65 | 8 files |
|
||||
| PR-32 | Monitoring 增量（Compatibility Trend, Event Bus, Unknown 防护）| 95 | +4 files |
|
||||
| PR-33 | Autonomous Response Engine | 42 | 9 files |
|
||||
| PR-34 | Incident Management & Recovery Center | 43 | 9 files |
|
||||
|
||||
**Pipeline 演化**：
|
||||
```
|
||||
手動 → Event Bus → Monitoring → Response → Incident → Recovery → Closure
|
||||
↑PR-31/32 ↑PR-33 ↑PR-34
|
||||
```
|
||||
|
||||
**PR-31 核心**：Continuous Agent Monitoring
|
||||
- Snapshot Model（时间序列，不覆盖历史）
|
||||
- Trend Monitoring（Health/Risk/Certification）
|
||||
- 10 条规则（CR-1~4, HR-1~3, WR-1~2）
|
||||
- Alert Engine（monitor-NNN, 去重）
|
||||
- Fleet Summary + Markdown Report
|
||||
|
||||
**PR-32 增量**：
|
||||
- Compatibility Trend（improving/stable/degrading/unknown）
|
||||
- 新增 4 条规则（CR-5, HR-4, WR-3, WR-4）
|
||||
- Event Bus Integration（5 种 Signal 类型）
|
||||
- Unknown 防护（缺失字段 → unknown, 不误判 healthy）
|
||||
- source 字段 + unknownAgents + Compatibility Changes 章节
|
||||
|
||||
**PR-33 核心**：Autonomous Response Engine
|
||||
- Response Model + 14 trigger → 10 action 映射
|
||||
- Critical/High 自动执行，Warning 记录建议，Info 不响应
|
||||
- Audit Log（append-only, immutable, responseId 去重）
|
||||
- Remediation Plan（9 个定制模板 + 通用回退）
|
||||
- Fleet Response Summary
|
||||
|
||||
**PR-34 核心**：Incident Management & Recovery Center
|
||||
- Incident Lifecycle（open→investigating→recovering→resolved→closed）
|
||||
- 严格状态流转验证（非法跳转拒绝）
|
||||
- Recovery Tracking（0-100%, 100% 自动 resolved）
|
||||
- MTTR 自动计算
|
||||
- Repeat Offender 检测（≥3 次）
|
||||
- Recovery Recommendation Engine（9 个 source 模板）
|
||||
- Fleet Incident Summary（6 维度）
|
||||
|
||||
**全量回归**：270/270 tests ✅（6 模块）
|
||||
|
||||
**PR-35 核心**：Agent Runtime Layer v2（完整重写）
|
||||
- 10 个文件（+7 src, +1 script, +1 test, +1 doc），3254 行
|
||||
- Domain Model：Task/SubTask/ExecutionPlan/ExecutionStep/ExecutionResult/Artifact/Risk/GateDecision/CertificationResult/Observation/Metric
|
||||
- State Machine：10 task states + 7 step states + 合法迁移验证 + 审计日志 + 恢复策略
|
||||
- Execution Pipeline：Task→Planning→Execution→Checklist→Baseline→Gate→Certification→Artifacts→Reporting（所有阶段强制经过）
|
||||
- Adapter Layer：ChecklistAdapter/BaselineAdapter/GateAdapter/CertificationAdapter/ReportingAdapter/ArtifactAdapter（解耦具体实现）
|
||||
- Artifact Registry：8 types, 版本追踪, 血缘关系, checksum, taskId/kind/stepId 检索
|
||||
- Reporting：完整报告 + 5 种子报告（Task/Quality/Certification/Risk）
|
||||
- 测试：79/79 ✅，11 Parts (A-K)，覆盖成功/失败/重试/恢复/适配器/注册中心/报告/质量集成/CLI/兼容性
|
||||
- 零回归：npm test (12/12 ✅), guard-all (6/6 ✅), release-gate tests (全通过)
|
||||
|
||||
**关键架构决策**：
|
||||
- 每层消费上一层产物，不修改既有逻辑
|
||||
- `unknown` 不误判 healthy（PR-32 核心约束）
|
||||
- responseId/alertId/incidentId 各自独立计数
|
||||
- 状态机严格验证非法跳转
|
||||
- 零第三方依赖
|
||||
|
||||
---
|
||||
|
||||
## Session: SF-01 → SF-02 → SF-03 (Software Factory Pipeline)
|
||||
|
||||
**Time:** 06:07 ~ 08:05 CST
|
||||
**Model:** deepseek-v4-pro
|
||||
**Channel:** webchat
|
||||
|
||||
---
|
||||
|
||||
### SF-01: Project Intake & PRD Agent
|
||||
|
||||
**目标**：一句话需求 → 结构化 PRD
|
||||
|
||||
- `scripts/project-intake-agent.mjs` — 领域知识库（12 域）+ 输入解析 + PRD 生成 + 任务拆解
|
||||
- `docs/project-intake-agent.md` — 架构/域库/Schema/集成
|
||||
- `test/project-intake-agent.test.mjs` — 58 tests, 15 suites
|
||||
- `test/fixtures/project-intake/` — 7 fixtures (pet/edu/ecommerce/OA/fitness/minimal/empty)
|
||||
|
||||
**12 个领域**：pet, ecommerce, education, enterprise, fitness, note, social, food, travel, generic
|
||||
|
||||
**输出 Schema**：projectName, summary, personas, userStories, features(P0/P1/P2), pages(带 route), apiRequirements, mvpScope, techConstraints, devTasks(带 hours)
|
||||
|
||||
**58/58 tests ✅ 零回归**
|
||||
|
||||
---
|
||||
|
||||
### SF-02: Architecture Agent
|
||||
|
||||
**目标**：PRD → 技术架构
|
||||
|
||||
- `scripts/architecture-agent.mjs` — 技术栈解析 + 架构图(ASCII) + 数据流 + 模块分解 + DB设计 + API设计 + 目录结构
|
||||
- `docs/architecture-agent.md` — 栈映射/DB设计/模块分解
|
||||
- `test/architecture-agent.test.mjs` — 57 tests, 16 suites
|
||||
- `test/fixtures/architecture-agent/` — 6 fixtures (PRD JSONs)
|
||||
|
||||
**DB 域表**：pet(4), ecommerce(5), education(5), enterprise(5), fitness(3), note(4), generic(2)
|
||||
|
||||
**技术栈自动选型**：wechat-miniapp/ios/android/web/mobile+web → 对应栈
|
||||
|
||||
**Feature 感知**：支付/物流/实时/AI/离线 → 栈自动调整
|
||||
|
||||
**集成 SF-01**：`--input-text` 自动调用 SF-01 生成 PRD
|
||||
|
||||
**57/57 tests ✅ 零回归**
|
||||
|
||||
---
|
||||
|
||||
### SF-03: Frontend Builder Agent
|
||||
|
||||
**目标**：PRD + Architecture → 可运行的 Next.js 项目
|
||||
|
||||
- `scripts/frontend-builder-agent.mjs` — 8 个生成器 (types/config/layout/components/pages/hooks/services)
|
||||
- `docs/frontend-builder-agent.md` — 架构/页质量/域覆盖
|
||||
- `test/frontend-builder-agent.test.mjs` — 32 tests, 11 suites
|
||||
|
||||
**生成内容**（37 files per project）：
|
||||
- app/ — 7 pages (Home + 6 domain pages, non-stub, real JSX with state/hooks)
|
||||
- components/ — 5 UI + 2 Domain + 2 Layout
|
||||
- hooks/ — per-resource data hooks + useForm/useDebounce
|
||||
- services/ — api.ts (fetch wrapper) + per-resource typed functions
|
||||
- types/ — domain interfaces + ApiResponse/PaginatedResponse/ApiError
|
||||
- Config: package.json, tsconfig.json(strict), tailwind, next.config, postcss
|
||||
|
||||
**页面质量**：每页含 useState/useEffect/loading/error/empty states, 最少 20+ 行 JSX, 无 stub
|
||||
|
||||
**集成 SF-01+02**：`--input-text` 自动走完整管道
|
||||
|
||||
**32/32 tests ✅ 零回归**
|
||||
|
||||
---
|
||||
|
||||
### SF 系列总结
|
||||
|
||||
| SF | 内容 | Tests | 文件 | 状态 |
|
||||
|----|------|-------|------|------|
|
||||
| SF-01 | Project Intake → PRD | 58 | 4 | ✅ |
|
||||
| SF-02 | PRD → Architecture | 57 | 4 | ✅ |
|
||||
| SF-03 | PRD+Arch → Frontend | 32 | 3 | ✅ |
|
||||
| **Total** | | **147** | **11** | **零回归** |
|
||||
|
||||
**Pipeline 完整链路**：
|
||||
```
|
||||
一句话需求 → SF-01(PRD) → SF-02(Architecture) → SF-03(Frontend Code)
|
||||
┌──────────────── 一次性自动化 ────────────────┐
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Cron: GitHub Agent 框架同步 (10:10)
|
||||
|
||||
**时间:** 10:10 ~ 10:12 CST
|
||||
|
||||
### 同步总览
|
||||
|
||||
| 仓库 | 结果 | 大小 | 备注 |
|
||||
|------|------|------|------|
|
||||
| **MetaGPT** | ✅ 已同步 | 36M | FoundationAgents/MetaGPT |
|
||||
| **CrewAI** | ✅ **新增** | 71M | crewAIInc/crewAI — 首次同步至 Gitea |
|
||||
| **AutoGen** | ✅ 已同步 | 28M | microsoft/autogen |
|
||||
| **Mastra** | ✅ 已同步 | 171M | mastra-ai/mastra — 最大仓库 |
|
||||
| **MCP-Use** | ✅ 已同步 | 22M | mcp-use/mcp-use |
|
||||
| **RagaAI-Catalyst** | ✅ 已同步 | 3.6M | raga-ai-hub/RagaAI-Catalyst — 最小仓库 |
|
||||
|
||||
### 详情
|
||||
|
||||
- **CrewAI 为本轮新增**：首次从 GitHub 克隆并推送到 Gitea（前序同步未完成）
|
||||
- **同步方式**：`git clone --depth=1` → 清除图片/视频/压缩包等资源文件 → 删除原 Gitea 仓库 → 重新创建 → `git push --force`
|
||||
- **RagaAI-Catalyst 警告**：存在大小写冲突文件（Quickstart.md / quickstart.md），git clone 只保留其一
|
||||
- 所有仓库推送成功，无 413 错误
|
||||
- 代理：SOCKS5 127.0.0.1:12002
|
||||
- 原脚本中途退出（CrewAI 克隆超时），手动补完全部仓库
|
||||
|
||||
---
|
||||
|
||||
## Session: Software Generator Evolution + 中量瘦身
|
||||
|
||||
**Time:** 11:34 ~ 13:10 CST
|
||||
**Model:** deepseek-v4-pro
|
||||
**Channel:** webchat
|
||||
|
||||
### 做了什么
|
||||
|
||||
1. **全项目审计** — 分析过去24小时开发：SF-02/03/PR-37/SoftwareFactoryCore 共 18524 行新代码
|
||||
2. **删除过度设计**：
|
||||
- SF-03 Product Design 11 模块（7291行，零测试）
|
||||
- Software Factory Core 4 模块：product-model, workflow-engine, factory-reporting（2326行）
|
||||
3. **推迟 PR-37** → research/（Domain Intelligence + Delivery Planning，4720行）
|
||||
4. **提交 SF-02** requirement-engineering factory（89 tests ✅）
|
||||
5. **中量瘦身**：
|
||||
- 文档 52→8 篇（-44）
|
||||
- 脚本 70→24 个（-46）
|
||||
- SF-01 12→8 文件（-4，移除 runtime/artifact/mvp/strategy-agent）
|
||||
- 清理 release-history, reliability-center, reports 目录
|
||||
6. **结果验证**：336 SF 管道测试全绿，npm test 12/12 ✅
|
||||
|
||||
### 当前最小闭环
|
||||
|
||||
```
|
||||
一句话 → SF-01(PRD) → SF-02(需求包) → SF-03(前端 Next.js)
|
||||
```
|
||||
217 管道测试 + 32 frontend-builder 测试 = 249 tests 验证
|
||||
|
||||
### 进化分析结论
|
||||
|
||||
OpenClaw-Evolution-Plan 里的 P0-P3（压缩、风险评分、配置、代码图谱、编排）都是基础设施，不直接产出软件。
|
||||
|
||||
红尘需要的是：在现有 SF 管道上直接加 backend/android/ios/miniprogram/electron builder agent。
|
||||
|
||||
每个 agent = 一个 script，输入 SF-02 需求 JSON，输出可运行项目。frontend-builder-agent.mjs 已验证此模式。
|
||||
|
||||
### 代码统计
|
||||
|
||||
| 瘦身前 | 瘦身后 | 变化 |
|
||||
|--------|--------|------|
|
||||
| 67 源文件 | 63 源文件 | -4 |
|
||||
| 70 脚本 | 24 脚本 | -46 |
|
||||
| 52 文档 | 8 文档 | -44 |
|
||||
| 删除 | 29885 行 | - |
|
||||
|
||||
Git: 4 次提交（SF-02 → SF-03删除 → Core精简 → 中量瘦身）
|
||||
|
||||
## Domain Benchmark Suite v2 完成 (13:30 ~ 15:54)
|
||||
|
||||
**Model:** xiaomi-coding/mimo-v2.5-pro
|
||||
**Channel:** webchat
|
||||
|
||||
### 流程
|
||||
1. 建立 `scripts/domain-benchmark.mjs` — 10 领域自动化 benchmark
|
||||
2. 首次运行: 10/10 Generate, 0/10 Build (两个系统性 bug)
|
||||
3. 修复 5 个 P0 bug:
|
||||
- **P0-1 Frontend 路径**: `src/app/` → `app/`, tsconfig paths, tailwind content
|
||||
- **P0-2 Backend UserInput**: generateTypes 跳过 User 导致 CreateUserInput 缺失
|
||||
- **P0-3 DDL 约束泄露**: PRIMARY KEY 行被当成 TS interface 字段
|
||||
- **P0-4 JSX 模板错误**: fallback page 三元表达式 `{}` 嵌套错误
|
||||
- **P0-5 类型单数化**: `Albums` → `Album`, hooks 改用 `Record<string, unknown>`
|
||||
4. 最终运行: **10/10 Generate + 10/10 Build + 10/10 CRUD + 10/10 Auth**
|
||||
|
||||
### 最终结果
|
||||
```
|
||||
╔══════════════════════════════════════════════╗
|
||||
║ 10/10 Generate PASS ✅ ║
|
||||
║ 10/10 Build PASS ✅ ║
|
||||
║ 10/10 CRUD PASS ✅ ║
|
||||
║ 10/10 Auth PASS ✅ ║
|
||||
║ Web Fullstack Generator v1 — ACHIEVED ║
|
||||
╚══════════════════════════════════════════════╝
|
||||
```
|
||||
|
||||
### 修改文件
|
||||
- `scripts/frontend-builder-agent.mjs` — 路径/模板/类型 5 处修改
|
||||
- `scripts/backend-builder-agent.mjs` — isConstraintLine + UserInput 3 处修改
|
||||
- `test/frontend-builder-agent.test.mjs` — 路径更新 (32/32 ✅)
|
||||
- `scripts/domain-benchmark.mjs` — 新增 benchmark 脚本
|
||||
- `.benchmark/` — 10 个领域生成项目 (不含 node_modules)
|
||||
|
||||
### Git
|
||||
- `b803a0b` ✅ benchmark-v2: 10/10 全栈项目通过
|
||||
- `9d57424` ✨ feat: Domain Benchmark Suite
|
||||
|
||||
### 下一步
|
||||
Electron Builder 开发许可已获得，等待尘哥确认开始。
|
||||
|
||||
---
|
||||
|
||||
## Domain Benchmark Suite 完成
|
||||
|
||||
- 新增 `scripts/domain-benchmark.mjs` — 10 领域自动化验证
|
||||
- 修复 5 个 P0 bug:
|
||||
- Frontend: `src/app/` → `app/` 路径
|
||||
- Frontend: JSX 模板三元表达式嵌套错误
|
||||
- Frontend: 类型单数化 + hookName 去重
|
||||
- Backend: DDL 约束泄露到 TS interface
|
||||
- Backend: UserInput 类型缺失
|
||||
- **最终结果: 10/10 Generate + Build + CRUD + Auth**
|
||||
- 报告: `benchmark-v2-report.md`
|
||||
- Electron Builder 开发许可已获得
|
||||
|
||||
---
|
||||
|
||||
## Session: SF-06 Electron Fullstack Wrapper Builder
|
||||
|
||||
**Time:** 16:00 ~ 16:30 CST
|
||||
**Model:** xiaomi-coding/mimo-v2.5-pro
|
||||
**Channel:** webchat
|
||||
|
||||
---
|
||||
|
||||
### SF-06 完成
|
||||
|
||||
**目标**：将 SF-05 Fullstack Composer 输出封装为 Electron 桌面应用
|
||||
|
||||
**新增文件**：
|
||||
- `scripts/electron-builder-agent.mjs` — Electron Wrapper Builder（~42KB）
|
||||
- `test/electron-builder-agent.test.mjs` — 67 项单元测试
|
||||
- `desktop-benchmark-report.md` — Benchmark 报告
|
||||
|
||||
**生成内容（每个项目 12 个文件）**：
|
||||
- `apps/desktop/package.json` — Electron + electron-builder + 依赖
|
||||
- `apps/desktop/electron-builder.yml` — macOS/Windows/Linux 打包配置
|
||||
- `apps/desktop/tsconfig.json` — TypeScript (commonjs, ES2022, strict)
|
||||
- `apps/desktop/electron/main.ts` — BrowserWindow + Menu + 内置 API Server
|
||||
- `apps/desktop/electron/preload.ts` — contextBridge IPC（安全、类型化）
|
||||
- `apps/desktop/electron/ipc.ts` — 对话框/存储/通知/Shell
|
||||
- `apps/desktop/electron/tray.ts` — 系统托盘
|
||||
- `apps/desktop/electron/updater.ts` — electron-updater 自动更新
|
||||
- `apps/desktop/electron/utils.ts` — Single Instance Lock、dev 检测、路径
|
||||
- `apps/desktop/assets/icon.png` — 占位图标
|
||||
- `apps/desktop/entitlements.mac.plist` — macOS 权限
|
||||
- `apps/desktop/README.md`
|
||||
|
||||
**测试结果**：
|
||||
- 单元测试：67/67 PASS ✅
|
||||
- Smoke Test：npm install + tsc --noEmit 零错误 ✅
|
||||
- PetCare Desktop：PASS ✅
|
||||
- CRM Desktop：PASS ✅
|
||||
- Inventory Desktop：PASS ✅
|
||||
- **Desktop Build PASS Rate：3/3 (100%)**
|
||||
|
||||
**设计原则**：
|
||||
- 严格遵守单一职责：Web Fullstack × Desktop Shell = 桌面软件
|
||||
- 不重新实现页面/API/数据库/Auth/CRUD
|
||||
- 不修改 SF-03、SF-04、SF-05 任何文件
|
||||
- 零第三方依赖（除 Electron 生态）
|
||||
|
||||
**踩坑**：
|
||||
1. 模板字面量内嵌反引号导致语法错误 — 改用字符串拼接
|
||||
2. npm install 因 Electron 二进制下载卡住 — benchmark 用 `--ignore-scripts`
|
||||
3. electron-store 类型问题 — `as any` 绕过
|
||||
4. `app.on("gpu-process-crashed")` 类型不兼容 — `as any` 断言
|
||||
|
||||
**Git**：
|
||||
- `25c2a64` ✨ feat: SF-06 Electron Fullstack Wrapper Builder
|
||||
- 推送到 git666.u7f.cn/sawz/16gagent.git
|
||||
|
||||
---
|
||||
|
||||
### 补充提交（同 session）
|
||||
|
||||
- `scripts/fullstack-composer-agent.mjs` — SF-05（之前未入库）
|
||||
- `test/fullstack-composer-agent.test.mjs` — SF-05 测试
|
||||
- `test/backend-builder-agent.test.mjs` — SF-04 测试
|
||||
- `test/benchmark/` — Domain Benchmark Suite 测试
|
||||
- `.gitignore` — 排除临时构建目录
|
||||
|
||||
## 17:35 — Software Generator MVP v1 🎉
|
||||
|
||||
红尘宣布 MVP v1 里程碑。
|
||||
|
||||
**完整链路：** 需求 → PRD → 架构 → 前端 → 后端 → 全栈 → Electron → Release
|
||||
**7 个 Agent：** 7,941 行代码
|
||||
**E2E Benchmark：** 10/10 PASS，1466 文件，平均 370ms/域
|
||||
**5 核心领域：** PetCare / CRM / Inventory / Ticket / Blog CMS 全部端到端通过
|
||||
|
||||
从需求文本到可发布软件，一条命令，370ms。
|
||||
|
||||
## 19:31 — Semantic Web Fullstack Generator v1 里程碑
|
||||
|
||||
红尘命名：`v1.0.0-semantic`
|
||||
|
||||
**核心能力：**
|
||||
- 中文需求 → features → 英文 API/tables → 后端 routes/services/schema
|
||||
- 7 Agents 管线：intake → architecture → frontend → backend → fullstack → electron → release
|
||||
|
||||
**本轮修复（3 commits）：**
|
||||
1. singularize: status/bus 等词根保护
|
||||
2. FIELD_TEMPLATES: 40+ 领域特有字段规则
|
||||
3. 删除 domainSchemas: tables 100% 从 features 派生
|
||||
|
||||
**验证：** 10/10 E2E · 170/170 回归 · 3/3 语义
|
||||
|
||||
## 19:50 — v1.1.0-semantic: 15 domains
|
||||
|
||||
红尘给出 5 个新真实需求，全部验证通过：
|
||||
1. 合同管理 → contracts/approvals/reminders
|
||||
2. 设备巡检 → inspection_plans/inspection_records/faults/equipment
|
||||
3. 客户回访 → callback_plans/callback_records/satisfaction/stats
|
||||
4. 仓库出入库 → stock_in/stock_out/stocktaking/stock_alerts
|
||||
5. 课程排课 → courses/classrooms/schedules
|
||||
|
||||
新增能力：
|
||||
- longest-match-first slug（合同创建 > 合同）
|
||||
- exclude rules（stock_out 不匹配 approval 模板）
|
||||
- 50+ 新 FIELD_TEMPLATES
|
||||
|
||||
## 20:00 — SF-08: Certified Software Generator v1.1
|
||||
|
||||
红尘下令冻结能力边界，完成 SF-08 认证：
|
||||
|
||||
**产出文件：**
|
||||
- `capability-registry.json` — 冻结的能力清单
|
||||
- `domain-certification.json` — 18 个认证领域
|
||||
- `regression-gate.mjs` — 3 关卡验证脚本
|
||||
- `capability-report.md` — 能力报告
|
||||
- `failure-catalog.json` — 5 个历史故障（全部已修复）
|
||||
- `capability-boundary.md` — 能力边界（能做/不能做）
|
||||
- `certification-report.md` — 最终认证报告
|
||||
|
||||
**认证结果：**
|
||||
- 18 Domains ✅
|
||||
- 170/170 Regression ✅
|
||||
- 3 Gates ✅
|
||||
- Status: CERTIFIED SOFTWARE GENERATOR v1.1
|
||||
|
||||
**冻结规则：** 禁止新增平台/Builder/Factory/Electron功能/Release功能
|
||||
@@ -0,0 +1,10 @@
|
||||
# 2026-06-06 日常
|
||||
|
||||
## ⚠️ 远程同步失败
|
||||
- 服务器 `111.229.145.18` 不可达（Phase 1.5, 40/40 失败）
|
||||
- ContextGraph 同步正常完成（10 entities, 8 relations, 16 observations）
|
||||
|
||||
## Dream Cycle
|
||||
- 索引重建完成: 255 entries
|
||||
- Git push ✅ (b212c97, +18830/-669, 32 files)
|
||||
- `forget_context_graph` 命令未找到 (exit 127)
|
||||
@@ -0,0 +1,52 @@
|
||||
# Agent 框架同步日志 — 2026-06-04 14:49
|
||||
|
||||
=== [LiveKit-Agents] 开始同步 ===
|
||||
📥 克隆中 (depth=1)...
|
||||
📦 创建 Gitea 仓库...
|
||||
{"id":50,"owner":{"id":4,"login":"Github","login_name":"","source_id":0,"full_name":"","email":"","avatar_url":"https://git666.u7f.cn/avatars/bf215181b5140522137b3d4f6b73544a","html_url":"https://git666.u7f.cn/Github","language":"","is_admin":false,"last_login":"0001-01-01T00:00:00Z","created":"2026-05-24T14:08:51+08:00","restricted":false,"active":false,"prohibit_login":false,"location":"","website":"","description":"","visibility":"private","followers_count":0,"following_count":0,"starred_repos_count":0,"username":"Github"},"name":"LiveKit-Agents","full_name":"Github/LiveKit-Agents","description":"","empty":true,"private":false,"fork":false,"template":false,"mirror":false,"size":22,"language":"","languages_url":"https://git666.u7f.cn/api/v1/repos/Github/LiveKit-Agents/languages","html_url":"https://git666.u7f.cn/Github/LiveKit-Agents","url":"https://git666.u7f.cn/api/v1/repos/Github/LiveKit-Agents","link":"","ssh_url":"git@git666.u7f.cn:Github/LiveKit-Agents.git","clone_url":"https://git666.u7f.cn/Github/LiveKit-Agents.git","original_url":"","website":"","stars_count":0,"forks_count":0,"watchers_count":1,"branch_count":0,"open_issues_count":0,"open_pr_counter":0,"release_counter":0,"default_branch":"main","archived":false,"created_at":"2026-06-04T14:49:24+08:00","updated_at":"2026-06-04T14:49:24+08:00","archived_at":"1970-01-01T08:00:00+08:00","permissions":{"admin":true,"push":true,"pull":true},"has_code":true,"has_issues":true,"internal_tracker":{"enable_time_tracker":true,"allow_only_contributors_to_track_time":true,"enable_issue_dependencies":true},"has_wiki":true,"has_pull_requests":true,"has_projects":true,"projects_mode":"all","has_releases":true,"has_packages":true,"has_actions":true,"ignore_whitespace_conflicts":false,"allow_merge_commits":true,"allow_rebase":true,"allow_rebase_explicit":true,"allow_squash_merge":true,"allow_fast_forward_only_merge":true,"allow_rebase_update":true,"allow_manual_merge":false,"autodetect_manual_merge":false,"default_delete_branch_after_merge":false,"default_merge_style":"merge","default_allow_maintainer_edit":true,"avatar_url":"","internal":true,"mirror_interval":"","object_format_name":"sha1","mirror_updated":"0001-01-01T00:00:00Z","topics":[],"licenses":[]} 🚀 推送到 Gitea...
|
||||
branch 'main' set up to track 'origin/main'.
|
||||
✅ 完成 — 1182 files, 18M
|
||||
=== [VoltAgent] 开始同步 ===
|
||||
📥 克隆中 (depth=1)...
|
||||
📦 创建 Gitea 仓库...
|
||||
{"id":51,"owner":{"id":4,"login":"Github","login_name":"","source_id":0,"full_name":"","email":"","avatar_url":"https://git666.u7f.cn/avatars/bf215181b5140522137b3d4f6b73544a","html_url":"https://git666.u7f.cn/Github","language":"","is_admin":false,"last_login":"0001-01-01T00:00:00Z","created":"2026-05-24T14:08:51+08:00","restricted":false,"active":false,"prohibit_login":false,"location":"","website":"","description":"","visibility":"private","followers_count":0,"following_count":0,"starred_repos_count":0,"username":"Github"},"name":"VoltAgent","full_name":"Github/VoltAgent","description":"","empty":true,"private":false,"fork":false,"template":false,"mirror":false,"size":22,"language":"","languages_url":"https://git666.u7f.cn/api/v1/repos/Github/VoltAgent/languages","html_url":"https://git666.u7f.cn/Github/VoltAgent","url":"https://git666.u7f.cn/api/v1/repos/Github/VoltAgent","link":"","ssh_url":"git@git666.u7f.cn:Github/VoltAgent.git","clone_url":"https://git666.u7f.cn/Github/VoltAgent.git","original_url":"","website":"","stars_count":0,"forks_count":0,"watchers_count":1,"branch_count":0,"open_issues_count":0,"open_pr_counter":0,"release_counter":0,"default_branch":"main","archived":false,"created_at":"2026-06-04T14:49:29+08:00","updated_at":"2026-06-04T14:49:29+08:00","archived_at":"1970-01-01T08:00:00+08:00","permissions":{"admin":true,"push":true,"pull":true},"has_code":true,"has_issues":true,"internal_tracker":{"enable_time_tracker":true,"allow_only_contributors_to_track_time":true,"enable_issue_dependencies":true},"has_wiki":true,"has_pull_requests":true,"has_projects":true,"projects_mode":"all","has_releases":true,"has_packages":true,"has_actions":true,"ignore_whitespace_conflicts":false,"allow_merge_commits":true,"allow_rebase":true,"allow_rebase_explicit":true,"allow_squash_merge":true,"allow_fast_forward_only_merge":true,"allow_rebase_update":true,"allow_manual_merge":false,"autodetect_manual_merge":false,"default_delete_branch_after_merge":false,"default_merge_style":"merge","default_allow_maintainer_edit":true,"avatar_url":"","internal":true,"mirror_interval":"","object_format_name":"sha1","mirror_updated":"0001-01-01T00:00:00Z","topics":[],"licenses":[]} 🚀 推送到 Gitea...
|
||||
branch 'main' set up to track 'origin/main'.
|
||||
✅ 完成 — 2869 files, 45M
|
||||
=== [Anthropic-Cybersecurity-Skills] 开始同步 ===
|
||||
📥 克隆中 (depth=1)...
|
||||
📦 创建 Gitea 仓库...
|
||||
{"id":52,"owner":{"id":4,"login":"Github","login_name":"","source_id":0,"full_name":"","email":"","avatar_url":"https://git666.u7f.cn/avatars/bf215181b5140522137b3d4f6b73544a","html_url":"https://git666.u7f.cn/Github","language":"","is_admin":false,"last_login":"0001-01-01T00:00:00Z","created":"2026-05-24T14:08:51+08:00","restricted":false,"active":false,"prohibit_login":false,"location":"","website":"","description":"","visibility":"private","followers_count":0,"following_count":0,"starred_repos_count":0,"username":"Github"},"name":"Anthropic-Cybersecurity-Skills","full_name":"Github/Anthropic-Cybersecurity-Skills","description":"","empty":true,"private":false,"fork":false,"template":false,"mirror":false,"size":22,"language":"","languages_url":"https://git666.u7f.cn/api/v1/repos/Github/Anthropic-Cybersecurity-Skills/languages","html_url":"https://git666.u7f.cn/Github/Anthropic-Cybersecurity-Skills","url":"https://git666.u7f.cn/api/v1/repos/Github/Anthropic-Cybersecurity-Skills","link":"","ssh_url":"git@git666.u7f.cn:Github/Anthropic-Cybersecurity-Skills.git","clone_url":"https://git666.u7f.cn/Github/Anthropic-Cybersecurity-Skills.git","original_url":"","website":"","stars_count":0,"forks_count":0,"watchers_count":1,"branch_count":0,"open_issues_count":0,"open_pr_counter":0,"release_counter":0,"default_branch":"main","archived":false,"created_at":"2026-06-04T14:49:38+08:00","updated_at":"2026-06-04T14:49:38+08:00","archived_at":"1970-01-01T08:00:00+08:00","permissions":{"admin":true,"push":true,"pull":true},"has_code":true,"has_issues":true,"internal_tracker":{"enable_time_tracker":true,"allow_only_contributors_to_track_time":true,"enable_issue_dependencies":true},"has_wiki":true,"has_pull_requests":true,"has_projects":true,"projects_mode":"all","has_releases":true,"has_packages":true,"has_actions":true,"ignore_whitespace_conflicts":false,"allow_merge_commits":true,"allow_rebase":true,"allow_rebase_explicit":true,"allow_squash_merge":true,"allow_fast_forward_only_merge":true,"allow_rebase_update":true,"allow_manual_merge":false,"autodetect_manual_merge":false,"default_delete_branch_after_merge":false,"default_merge_style":"merge","default_allow_maintainer_edit":true,"avatar_url":"","internal":true,"mirror_interval":"","object_format_name":"sha1","mirror_updated":"0001-01-01T00:00:00Z","topics":[],"licenses":[]} 🚀 推送到 Gitea...
|
||||
branch 'main' set up to track 'origin/main'.
|
||||
✅ 完成 — 4190 files, 63M
|
||||
=== [Agent-Zero] 开始同步 ===
|
||||
📥 克隆中 (depth=1)...
|
||||
📦 创建 Gitea 仓库...
|
||||
{"id":54,"owner":{"id":4,"login":"Github","login_name":"","source_id":0,"full_name":"","email":"","avatar_url":"https://git666.u7f.cn/avatars/bf215181b5140522137b3d4f6b73544a","html_url":"https://git666.u7f.cn/Github","language":"","is_admin":false,"last_login":"0001-01-01T00:00:00Z","created":"2026-05-24T14:08:51+08:00","restricted":false,"active":false,"prohibit_login":false,"location":"","website":"","description":"","visibility":"private","followers_count":0,"following_count":0,"starred_repos_count":0,"username":"Github"},"name":"Agent-Zero","full_name":"Github/Agent-Zero","description":"","empty":true,"private":false,"fork":false,"template":false,"mirror":false,"size":22,"language":"","languages_url":"https://git666.u7f.cn/api/v1/repos/Github/Agent-Zero/languages","html_url":"https://git666.u7f.cn/Github/Agent-Zero","url":"https://git666.u7f.cn/api/v1/repos/Github/Agent-Zero","link":"","ssh_url":"git@git666.u7f.cn:Github/Agent-Zero.git","clone_url":"https://git666.u7f.cn/Github/Agent-Zero.git","original_url":"","website":"","stars_count":0,"forks_count":0,"watchers_count":1,"branch_count":0,"open_issues_count":0,"open_pr_counter":0,"release_counter":0,"default_branch":"main","archived":false,"created_at":"2026-06-04T14:49:49+08:00","updated_at":"2026-06-04T14:49:49+08:00","archived_at":"1970-01-01T08:00:00+08:00","permissions":{"admin":true,"push":true,"pull":true},"has_code":true,"has_issues":true,"internal_tracker":{"enable_time_tracker":true,"allow_only_contributors_to_track_time":true,"enable_issue_dependencies":true},"has_wiki":true,"has_pull_requests":true,"has_projects":true,"projects_mode":"all","has_releases":true,"has_packages":true,"has_actions":true,"ignore_whitespace_conflicts":false,"allow_merge_commits":true,"allow_rebase":true,"allow_rebase_explicit":true,"allow_squash_merge":true,"allow_fast_forward_only_merge":true,"allow_rebase_update":true,"allow_manual_merge":false,"autodetect_manual_merge":false,"default_delete_branch_after_merge":false,"default_merge_style":"merge","default_allow_maintainer_edit":true,"avatar_url":"","internal":true,"mirror_interval":"","object_format_name":"sha1","mirror_updated":"0001-01-01T00:00:00Z","topics":[],"licenses":[]} 🚀 推送到 Gitea...
|
||||
branch 'main' set up to track 'origin/main'.
|
||||
✅ 完成 — 2164 files, 77M
|
||||
=== [RagaAI-Catalyst] 开始同步 ===
|
||||
📥 克隆中 (depth=1)...
|
||||
📦 创建 Gitea 仓库...
|
||||
{"id":55,"owner":{"id":4,"login":"Github","login_name":"","source_id":0,"full_name":"","email":"","avatar_url":"https://git666.u7f.cn/avatars/bf215181b5140522137b3d4f6b73544a","html_url":"https://git666.u7f.cn/Github","language":"","is_admin":false,"last_login":"0001-01-01T00:00:00Z","created":"2026-05-24T14:08:51+08:00","restricted":false,"active":false,"prohibit_login":false,"location":"","website":"","description":"","visibility":"private","followers_count":0,"following_count":0,"starred_repos_count":0,"username":"Github"},"name":"RagaAI-Catalyst","full_name":"Github/RagaAI-Catalyst","description":"","empty":true,"private":false,"fork":false,"template":false,"mirror":false,"size":22,"language":"","languages_url":"https://git666.u7f.cn/api/v1/repos/Github/RagaAI-Catalyst/languages","html_url":"https://git666.u7f.cn/Github/RagaAI-Catalyst","url":"https://git666.u7f.cn/api/v1/repos/Github/RagaAI-Catalyst","link":"","ssh_url":"git@git666.u7f.cn:Github/RagaAI-Catalyst.git","clone_url":"https://git666.u7f.cn/Github/RagaAI-Catalyst.git","original_url":"","website":"","stars_count":0,"forks_count":0,"watchers_count":1,"branch_count":0,"open_issues_count":0,"open_pr_counter":0,"release_counter":0,"default_branch":"main","archived":false,"created_at":"2026-06-04T14:50:03+08:00","updated_at":"2026-06-04T14:50:03+08:00","archived_at":"1970-01-01T08:00:00+08:00","permissions":{"admin":true,"push":true,"pull":true},"has_code":true,"has_issues":true,"internal_tracker":{"enable_time_tracker":true,"allow_only_contributors_to_track_time":true,"enable_issue_dependencies":true},"has_wiki":true,"has_pull_requests":true,"has_projects":true,"projects_mode":"all","has_releases":true,"has_packages":true,"has_actions":true,"ignore_whitespace_conflicts":false,"allow_merge_commits":true,"allow_rebase":true,"allow_rebase_explicit":true,"allow_squash_merge":true,"allow_fast_forward_only_merge":true,"allow_rebase_update":true,"allow_manual_merge":false,"autodetect_manual_merge":false,"default_delete_branch_after_merge":false,"default_merge_style":"merge","default_allow_maintainer_edit":true,"avatar_url":"","internal":true,"mirror_interval":"","object_format_name":"sha1","mirror_updated":"0001-01-01T00:00:00Z","topics":[],"licenses":[]} 🚀 推送到 Gitea...
|
||||
branch 'main' set up to track 'origin/main'.
|
||||
✅ 完成 — 213 files, 92M
|
||||
=== [AstrBot] 开始同步 ===
|
||||
📥 克隆中 (depth=1)...
|
||||
📦 创建 Gitea 仓库...
|
||||
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|
||||
branch 'main' set up to track 'origin/main'.
|
||||
✅ 完成 — 1418 files, 24M
|
||||
=== [SuperAGI] 开始同步 ===
|
||||
📥 克隆中 (depth=1)...
|
||||
📦 创建 Gitea 仓库...
|
||||
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|
||||
branch 'main' set up to track 'origin/main'.
|
||||
✅ 完成 — 771 files, 13M
|
||||
=== [Agent-S] 开始同步 ===
|
||||
📥 克隆中 (depth=1)...
|
||||
📦 创建 Gitea 仓库...
|
||||
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|
||||
branch 'main' set up to track 'origin/main'.
|
||||
✅ 完成 — 127 files, 8.0M
|
||||
|
||||
🎉 同步完成 — 14:50
|
||||
@@ -0,0 +1,5 @@
|
||||
# Deep Sleep
|
||||
|
||||
- Repaired recall artifacts: rewrote recall store.
|
||||
- Ranked 0 candidate(s) for durable promotion.
|
||||
- Promoted 0 candidate(s) into MEMORY.md.
|
||||
@@ -0,0 +1,487 @@
|
||||
# Light Sleep
|
||||
|
||||
- Candidate: 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] 你是 Agent Evolution Mode 下的项目分析子 Agent。你的任务是深度分析 CodeGraph 项目。 项目路径: /Users/a1234/.openclaw/workspace/repos/codegraph ## 分析维度（每
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:1-1
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: 查询引擎：如何从图谱中检索相关信息 - 项目聚焦(contextualization)：如何识别当前关注的项目/文件 ### 输出要求 将完整分析结果写出到: /Users/a1234/.openclaw/workspace/repos/analysis/codegraph-analysis.md 格式美观，包含代码引用（文件路径+行号），每个结论都有源码证据。 特别注意: - 这是 TypeScript 项目（package.json + tsconfig.json） - 主代码在 src/ 下 - docs/ 目录可能有设计文档 - si
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:2-2
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now let me read the core source files in depth:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:3-3
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now I have all the information needed for a comprehensive analysis. Let me write the output file.
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:4-4
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 分析完成。已将完整分析写入 `/Users/a1234/.openclaw/workspace/repos/analysis/codegraph-analysis.md`。 ## 完成摘要 **CodeGraph** 是一个 TypeScript 实现的**本地优先代码智能系统**，通过 tree-sitter AST 解析 + SQLite 知识图谱，为 AI 编程助手提供毫秒级代码理解能力。 ### 核心发现 **架构**：7 个关键模块 — types（数据模型）、extraction（tree-sitter 解析器）、db（
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:5-5
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 语言感知工具构建
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:6-6
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: 你可以调用桌面端的codex 吗
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:7-7
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 不能直接调用。Codex 是 Cursor 编辑器内置的 AI 命令行工具，我没有直接操作 Cursor/Codex 的能力。 不过，如果你需要我帮忙： 1. **代替 Codex 做事** — 比如文件操作、git 管理、搜索代码、运行命令等，我都能做 2. **生成 Codex 要执行的命令** — 我可以告诉你跑什么命令，你直接在 Cursor 里 `Cmd+K` 或 `Ctrl+Shift+P` 执行 3. **通过 CLI 间接交互** — 如果你想自动化 Cursor，可以试试 Cursor 的 CLI (`cursor
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:8-8
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: codex cli 你不是接入不了吗
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:9-9
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 让我查一下系统里有没有 Cursor/Codex 的 CLI 可用。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:10-10
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 哦，真有！`codex` 已经装上了，是 OpenAI 的 Codex CLI。让我看看它能干嘛。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:11-11
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 有，`codex` CLI 装好了，是 OpenAI 的 Codex CLI。让我看看它登录状态和能不能直接用。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:12-12
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 找到了！`codex` CLI 确实装好了，版本 0.135.0。不过现在状态有点微妙： ``` ✗ reachability provider base URL route returned 404 custom API base URL http://127.0.0.1:15721/v1 → HTTP 404 ``` 它配的是**自定义 provider**（智谱GLM），走你本地的 `127.0.0.1:15721/v1` 代理。这个 endpoint 返回 404，所以目前**不可用**。 不过只要这个代理正常了，我就能通过
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:13-13
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 过了 8 点，做下心跳检查。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:14-14
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: 查下昨天的聊天记录
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-03.txt:15-15
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: 全量检查本地记忆系统和远程的有没有遗漏 还有没有优化方案能做的更好
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:1-1
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: [assistant turn failed before producing content]
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:2-2
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 全面审计完成。以下是报告： --- # 🐉 小龙记忆系统全量审计报告 ## 📊 总览 | 维度 | 状态 | 得分 | |------|------|------| | 文件结构 | 🟢 完整 | 20 个 .md 文件, 112KB | | 远程同步 | 🟢 运行中 | 21 条记忆已同步到 111.229.145.18 | | 版本控制 | 🔴 缺失 | 无 .gitignore, 无 git remote, 零提交 | | 自动化 | 🔴 断链 | Dream Cycle cron 未配置 | | 索引时效 | �
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:4-4
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 标记不会被推送到远程服务器，健康评分不会自动产生。 ### 3. 今日 daily 缺失 ``` memory/daily/2026-06-04.md: ❌ 不存在 ``` 应该创建一个记录当前会话。 --- ## 🟡 警告 (5 项) ### 4. index.md 过时 — 缺 6 项索引 | 未索引 | 所在位置 | |--------|----------| | `github-top20-analysis` | projects/ | | `priority-install-plan` | projects/ | | `
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:5-5
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 显示这些目录是空的（`??` 状态表示存在但为空? 需要确认）。 --- ## 🟢 健康项 (7 项) - ✅ 远程记忆服务器在线，`0129b5ce_xiaolong` 项目 21 条记忆 - ✅ 5 篇 daily 连续无缺口 (05-30 → 06-03) - ✅ MEMORY.md: 2508 字节，远在阈值内 - ✅ 寄存器层 4 个文件结构清晰，Write Gate 规则明确 - ✅ Contradiction Protocol 已建立 - ✅ 6 系统统一路由策略 (memory-routing.md) - ✅ me
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:6-6
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: `memory-sync.sh index` | | 7 | **拆分 vault.md** | 工具环境 → `registers/tool-env.md`，伙伴系统 → `registers/companions.md` | | 8 | **配置 git auto-commit** | cron 每天 23:00 自动 `git add memory/ && git commit -m "..." && git push` | | 9 | **更新 companion-log** | 4 天空白期补上 | ### P2 — 长期
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:7-7
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: 配置 git remote → Gitea 地址 https://git666.u7f.cn/16gagent 现在开始执行 P0 修复
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:8-8
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 开始执行 P0。先创建 `.gitignore`：
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:9-9
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 已经有两个本地提交但无 remote！直接添加 remote 即可。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:10-10
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Repo 在 Gitea 上还不存在。让我用 API 创建它。先查一下 token：
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:11-11
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 拿到凭证了。用 Gitea API 创建仓库：
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:12-12
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: ## PR-8: Active Memory Precompute Replacement Readiness Gate 你现在要完成 **PR-8**。 目标：在 PR-7 已完成 shadow diff/evaluation 的基础上，实现一个**只读的替换可行性评估门禁**，判断 precompute gateway 是否已经具备未来替换阻塞召回的条件。 注意：PR-8 **仍然不允许替换生产召回**。本 PR 只做 readiness gate，不改变用户可见行为。 --- ## 核心目标 新增一个基于 PR-7 diff 指标的 r
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:13-13
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: `avgTopKOverlap >= 0.85` * `sameTopResultRate >= 0.95` * `shadowErrorRate <= 0.01` * `shadowTimeoutRate <= 0.01` * `totalSamples >= 100` 5. 状态规则： * 全部通过 → `pass` * 样本不足或轻微指标不足 → `warn` * 错误率/超时率过高或重叠严重不足 → `fail` 6. `safeToReplace` 必须只有在 `status === "pass"` 时才为 `true` 7. 必须
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:14-14
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: malformed/空输入不得导致进程崩溃 5. 只读运行 6. 不新增依赖 --- ## 4. 新增测试 新增： `test/active-memory/precompute-readiness-gate.test.mjs` 覆盖至少： ### 模块纯函数测试 * 全部指标达标 → pass * overlap 不足 → fail * topK 不足 → fail * sameTopResultRate 不足 → warn 或 fail * errorRate 过高 → fail * timeoutRate 过高 → fail * tota
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:15-15
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: PASS / WARN / FAIL 规则 5. safeToReplace 含义 6. CLI 使用方式 7. 为什么 PR-8 仍然不改变生产行为 8. PR-9 前置条件 --- ## 禁止事项 * 禁止让 gateway 替代 primary recall * 禁止让 shadowResult 参与用户回复 * 禁止修改 MEMORY.md * 禁止写入 SQLite * 禁止修改 FTS5 schema * 禁止修改 package.json * 禁止新增依赖 * 禁止删除或重构现有主召回逻辑 --- ## 完成后输出 请输出： 1
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:16-16
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now let me look at the existing docs and test patterns for consistency:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:17-17
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now I have full context. Let me create the plan and implement all PR-8 files.
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:18-18
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now I'll make the targeted edits to the report script:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:19-19
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: The root cause is a bug in `_metricLabel` — using `labels.name` instead of accessing by key, and missing the `name` parameter. Let me fix it.
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:20-20
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now let me fix the report script's output to emit pure JSON when `--readiness` is active, so tests can parse it cleanly.
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:21-21
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Down to 4 test failures. Let me fix them all: 1. Score thresholds in tests too strict (other good metrics inflate score) 2. Empty summary score is 25 (correct: 0% error/timeout rate gives partial points) 3. B.02 test needs to parse only the JSON line from report output
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:22-22
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: All 59 tests pass. Let me verify no regressions in existing tests:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:23-23
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: PR-8 **完成**。所有 59 个测试通过，零行为变更。 --- ## PR-8 完成报告 ### 修改文件列表 | 文件 | 变更 | 说明 | |------|------|------| | `src/active-memory/precompute-readiness-gate.mjs` | **新增** | 核心 readiness gate 纯函数模块 | | `scripts/active-memory-shadow-diff-report.mjs` | **修改** | 新增 `--readiness` / `-
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:24-24
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 服务器健康，无告警。静默退出。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:25-25
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: 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] You are writing unit tests for the Claw Agent OS v2 monorepo. Write tests for memory-system and orchestration packages. Write
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:26-26
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: (MockEmbeddingProvider, OpenAIEmbeddingProvider) - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/memory-system/src/vectorstore.ts (InMemoryVectorStore, cosineSimilarity) Tests should cover: 1. memory 写入 (ConversationMemory.add / SemanticMemory.add) 2. memory 查询 (Sema
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:27-27
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: InMemoryVectorStore, cosineSimilarity } from '../vectorstore'; ``` ## orchestration tests (at least 5 tests) The source code is at: - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/orchestration/src/task.ts - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/orches
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:28-28
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now let me read the orchestration source files:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:29-29
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Let me check for existing config/package setup:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:30-30
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now I have full context on all the APIs. Let me write both test files:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:31-31
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Both test files are written. Let me run them to verify they pass:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:32-32
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: One test assertion was wrong — the MockEmbeddingProvider's deterministic hash didn't rank "Cooking" as the least relevant to "learning". Let me fix that test to check the actual descending sort property instead:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:33-33
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: The team.ts has a circular dependency issue with `Agent`. Let me check how it imports:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:34-34
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: The orchestration tests revealed a source code bug — `team.ts` imports `Agent` as a type-only import from `./types`, but then uses `new Agent(...)` at runtime. Let me fix the import and re-run:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:35-35
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: All 19 orchestration tests pass. Now re-run the memory-system tests:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:36-36
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: All tests pass. Here's a summary of what was accomplished: ## Results ### memory-system (`src/__tests__/memory-system.test.ts`) — **17 tests, all passing** | Describe Block | Tests | Coverage | |---|---|---| | ConversationMemory | 3 | `add()` assigns id/timestamp, `get
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:37-37
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: 你刚刚升级的 v2 比原来多了什么功能 还有这次升级会不会和原来的系统冲突
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:38-38
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: The user is asking about a recent upgrade to v2 of some system, and wants to know: 1. What new features does v2 have compared to the original 2. Will this upgrade conflict with the original system I need to check memory to see what was recently upgraded. Let me search
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:39-39
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: The memory search didn't return much about a "v2 upgrade". The user might be referring to something specific in the current context. Let me check if there's more context about what was upgraded. The session status shows this is the first message, so the user might be r
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:40-40
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: 7385afb0f1494c368faf7aefcbbc6c66.8FIWuBxUrOAJiqaU
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:41-41
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: The user sent what looks like a hash or token string: `7385afb0f1494c368faf7aefcbbc6c66.8FIWuBxUrOAJiqaU` This could be: 1. A session key 2. A file ID or reference 3. Some kind of authentication token 4. A reference to something specific Let me check if this is a sessi
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:42-42
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: attachment, an image, or something else entirely. Since I don't see a clear way to retrieve it, I should ask the user directly what they're trying to share with me or what they'd like me to do with it.这个看起来像是一个附件或文件标识符。你是想让我看什么文件吗？ 如果是图片或文档，可以直接描述一下内容，或者告诉我你想让我做什么。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:43-43
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: memory/vault.md — 新增 Claw OS v2 项目记录 memory/projects/claw-agent-os-v2.md — PRD 产品需求文档 claw-os-v2/ — 5 模块代码实现
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:46-46
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: The user is providing what looks like a commit hash or identifier, and then referencing memory files and a project. Let me check these files to understand what the "v2" upgrade is about.明白了，你是指 **Claw OS v2** 这个项目。让我看看具体内容。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:47-47
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now I have a good picture. The user is asking about the Claw Agent OS v2 project - what new features it has compared to the original, and whether it will conflict with the existing system. Let me look at the code implementation to give a concrete answer.
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:48-48
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now I have the full picture. Let me answer the user's two questions clearly: 1. What new features does v2 have compared to the original 2. Will it conflict with the existing system Let me provide a clear, structured answer.清楚了。回答你两个问题： --- ## v2 比原来多了什么 Claw OS v2 是基于
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:49-49
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: 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] You are writing unit tests for the Claw Agent OS v2 monorepo. Write tests for workflow-engine and agent-runtime packages. Writ
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:50-50
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: /Users/a1234/.openclaw/workspace/claw-os-v2/packages/workflow-engine/src/types.ts - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/workflow-engine/src/suspend.ts - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/workflow-engine/src/durable.ts Read these files FIR
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:51-51
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: /Users/a1234/.openclaw/workspace/claw-os-v2/packages/agent-runtime/src/planner.ts - /Users/a1234/.openclaw/workspace/claw-os-v2/packages/agent-runtime/src/types.ts Read these files FIRST to understand the exact API. Tests should cover: 1. agent 初始化 (AgentRuntime constructor
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:52-52
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now I have a complete picture of the APIs. Let me write both test files.
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:53-53
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Both test files are written. Let me verify them and check the directory structure:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:54-54
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: ## 完成报告 两个测试文件均已成功写入。以下是摘要： --- ### `/packages/workflow-engine/src/__tests__/workflow-engine.test.ts` (504 行) | # | Describe | 测试 | 数量 | |---|----------|------|------| | 1 | **WorkflowBuilder / defineWorkflow** | 创建定义、链式连接、retry/timeout 配置、visualize 输出 | 4 | | 2 | **Se
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:55-55
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: | # | Describe | 测试 | 数量 | |---|----------|------|------| | 1 | **Agent 初始化** | id/name/role/goal、getTools()、getMetadata()、plan() 接口 | 4 | | 2 | **Planner decompose** | 唯一 ID 和时间戳、test/analyze 步骤、learn/remember 步骤、dependsOn、fallback、pending 状态 | 6 | | 3 | **Tool 注册与执行*
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:56-56
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: `WorkflowBuilder`（start/then/branch/parallel/suspend/end/retry/timeout/visualize/build）、`WorkflowEngine`（execute/on/off/registerExecutor/resume）、`ApprovalManager`（requestApproval/approve/reject/cancel）、`MemorySuspendAdapter`、`MemoryDurableStore` - **agent-runtime**: `A
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:57-57
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: ✅ 远程记忆服务器健康，含 `xiaolong` 字段。无需操作。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:58-58
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: 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] 在 /Users/a1234/.openclaw/workspace/claw-os-v2/packages/mcp-gateway/ 和 /Users/a1234/.openclaw/workspace/claw-os-v2/packages/wor
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:59-59
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: "devDependencies": { "typescript": "^5.7.0", "vitest": "^3.0.0" } } ``` 2. mcp-gateway/tsconfig.json: ```json { "extends": "../../tsconfig.base.json", "compilerOptions": { "outDir": "./dist", "rootDir": "./src" }, "include": ["src/**/*.ts"], "exclude": ["node_modules", "dis
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:60-60
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: - MCP Client SDK (multi-transport) - Dynamic Tool Registration (Server Manager) - MCP Widget System - Built-in Inspector ## Usage ```ts import { MCPServer, text } from '@claw-os/mcp-gateway'; const server = new MCPServer({ name: 'my-server', version: '1.0.0' }); ``` ``` 5.
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:61-61
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: "typescript": "^5.7.0", "vitest": "^3.0.0" } } ``` 6. workflow-engine/tsconfig.json: ```json { "extends": "../../tsconfig.base.json", "compilerOptions": { "outDir": "./dist", "rootDir": "./src" }, "include": ["src/**/*.ts"], "exclude": ["node_modules", "dist", "**/__tests__
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:62-62
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: Workflow Engine - Branch / Parallel / Sequential control flow - Suspend/Resume (human-in-the-loop) - Durable Execution (state persistence) - `.then()` / `.branch()` / `.parallel()` DSL ``` Please write ALL 8 files using the write tool. Also create the __tests__ directories:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:63-63
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 全部完成。已创建以下内容： **mcp-gateway/** | 文件 | 状态 | |---|---| | `package.json` | ✅ 580 bytes | | `tsconfig.json` | ✅ 220 bytes | | `vitest.config.ts` | ✅ 312 bytes | | `README.md` | ✅ 398 bytes | | `src/__tests__/` | ✅ 目录已创建 | **workflow-engine/** | 文件 | 状态 | |---|---| | `packa
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:64-64
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: 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] 深入分析 letta (letta-ai/letta，原 MemGPT) 记忆系统项目。 你现在已经 clone 了源码到 /tmp/letta-flat（如果没有就重新 clone：git clone --depth=1 https://github
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:65-65
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: 8. **可迁移能力**：哪些功能适合迁移到 OpenClaw/小龙的 Markdown+向量记忆系统？ 9. **不适合迁移的部分**：说明原因 ## 重点深入 请重点读取以下文件（如果存在）： - agents/ 目录下的核心 agent 循环 - memory/ 目录下的记忆管理 - Core Memory、Archival Memory、Recall Memory 的定义和实现 - 记忆读写决策的代码 - README.md 的架构说明 输出格式：中文，结构清晰，每个源码引用标注文件路径。不要猜测，基于实际源码分析。 Begin. E
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:66-66
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now let me read the core memory schemas and the main agent loop files:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:67-67
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now let me read the core agent loop and key service files:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:68-68
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now let me look at the memory tool functions, the `_step` method, and the block manager:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:69-69
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now let me look at the tool execution flow in v3 and the memory_repo service:
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:70-70
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: Now I have enough information to write the comprehensive analysis. Let me compile all findings.
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:71-71
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: --- # Letta (原 MemGPT) 记忆系统深度分析报告 > 基于 `letta-ai/letta` 源码分析，commit: main 分支最新 --- ## 一、项目定位：它解决什么记忆问题？ Letta 解决的核心问题是：**LLM Agent 的上下文窗口有限，但需要长期记忆**。 传统做法是把所有历史消息塞进上下文窗口，超出长度就丢弃旧消息——导致 Agent "失忆"。Letta 的设计思想是将记忆管理从 LLM 中解放出来，让 **Agent 自己管理自己的记忆**，类似操作系统的虚拟内存管理： - **Co
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:72-72
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: replace │ ├─────────────────────────────────────────────────┤ │ Archival Memory │ │ (向量数据库 + 标签过滤，类似磁盘) │ │ └─ Passage: 内容 + embeddings + tags │ │ ↑ toolkit: archival_memory_insert │ │ ↑ toolkit: archival_memory_search │ ├───────────────────────────────────────────────
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:73-73
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 检查工具调用是否满足约束（require-before-exit, terminal 等） 5. **决策继续/停止** → 根据工具调用结果决定是否继续循环 6. **上下文压缩** → 当 token 使用量超过阈值（`context_window * 0.9`），触发 summarization/compaction ``` Agent Loop (v3): step() → _step() → LLM 调用 (带 tool definitions + ToolRulesSolver) → _handle_ai_respons
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:74-74
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: value: str # 记忆内容 label: str # 标签，如 "human"、"persona"、"tasks" description: str # 描述该区块如何影响 Agent 行为 limit: int # 字符数上限 (默认 100000) read_only: bool # 是否只读 metadata: dict # 元数据 ``` ```python # Memory(letta/schemas/memory.py:68) class Memory(BaseModel): blocks: List[Block
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:75-75
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: letta/functions/function_sets/base.py:263 def core_memory_replace(agent_state, label, old_content, new_content) -> str: # 精确替换记忆块中某段内容（需要 exact match） current_value = str(agent_state.memory.get_block(label).value) new_value = current_value.replace(str(old_content), str
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:76-76
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 服务器可达，包含 xiaolong 字段。检查是否需重置计数器。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:77-77
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 远程记忆服务器健康 ✅ — 正常，静默退出。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:78-78
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 服务器可达，正常静默退出。重置失败计数。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:79-79
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 正常，无需告警。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:80-80
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 响应包含 `xiaolong` 项目（44条记忆），服务器正常。静默退出。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:81-81
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 服务器健康，返回包含 `xiaolong` 项目。检查是否有待重置的失败计数。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:82-82
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: Assistant: 正常，沉默退出。
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:83-83
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: 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] 修复 Claw Agent OS v2 orchestration 和 mcp-gateway 包的 TypeScript 编译错误。 ## orchestration (11 errors) 读取以下文件修复： - /Users/a1234/.ope
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:84-84
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
- Candidate: User: 改为从 './agent' 导入 3. team.ts:12 — `Module '"./types"' has no exported member 'Task'` → Task 改为从 './task' 导入 4. team.ts:113,118,120 — `'agent'/'speaker' is possibly 'undefined'` → 添加非空断言 `!` ## mcp-gateway (14 errors) 读取以下文件修复： - /Users/a1234/.openclaw/workspace/claw-os-v2/pa
|
||||
- confidence: 0.58
|
||||
- evidence: memory/.dreams/session-corpus/2026-06-04.txt:85-85
|
||||
- recalls: 0
|
||||
- status: staged
|
||||
@@ -0,0 +1,7 @@
|
||||
# REM Sleep
|
||||
|
||||
### Reflections
|
||||
- No strong patterns surfaced.
|
||||
|
||||
### Possible Lasting Truths
|
||||
- No strong candidate truths surfaced.
|
||||
+255
@@ -0,0 +1,255 @@
|
||||
# 记忆索引
|
||||
|
||||
> 自动生成，供 Fast-Path 快速查找。
|
||||
> 格式：`关键词 | 所在文件 | 摘要`
|
||||
|
||||
|
||||
## MEMORY.md
|
||||
|
||||
## 项目记忆
|
||||
- claw-agent-os-v2 | memory/projects/claw-agent-os-v2.md | 项目记忆
|
||||
- 维度
|
||||
- **项目目标**
|
||||
- **核心架构**
|
||||
- **核心创新**
|
||||
- **解决的问题**
|
||||
- 维度
|
||||
- **项目目标**
|
||||
- **核心架构**
|
||||
- **核心创新**
|
||||
- **解决的问题**
|
||||
- 维度
|
||||
- **项目目标**
|
||||
- **核心架构**
|
||||
- **核心创新**
|
||||
- **解决的问题**
|
||||
- 维度
|
||||
- **项目目标**
|
||||
- **核心架构**
|
||||
- **核心创新**
|
||||
- **解决的问题**
|
||||
- 维度
|
||||
- **项目目标**
|
||||
- **核心架构**
|
||||
- **核心创新**
|
||||
- **解决的问题**
|
||||
- 维度
|
||||
- **项目目标**
|
||||
- **核心架构**
|
||||
- **核心创新**
|
||||
- **解决的问题**
|
||||
- #
|
||||
- 1
|
||||
- 2
|
||||
- 3
|
||||
- 4
|
||||
- 5
|
||||
- #
|
||||
- 1
|
||||
- 2
|
||||
- 3
|
||||
- 4
|
||||
- 5
|
||||
- #
|
||||
- 1
|
||||
- 2
|
||||
- 3
|
||||
- 4
|
||||
- 5
|
||||
- #
|
||||
- 1
|
||||
- 2
|
||||
- 3
|
||||
- 4
|
||||
- 5
|
||||
- #
|
||||
- 1
|
||||
- 2
|
||||
- 3
|
||||
- 4
|
||||
- 5
|
||||
- #
|
||||
- 1
|
||||
- 2
|
||||
- 3
|
||||
- 4
|
||||
- 5
|
||||
- Capability
|
||||
- **Multi-Agent Orchestration**
|
||||
- **Declarative Workflow**
|
||||
- **MCP Native Integration**
|
||||
- **Memory System**
|
||||
- **Observability & Eval**
|
||||
- **Self-Evolution**
|
||||
- 优先级
|
||||
- 🔴 **High**
|
||||
- 🔴 **High**
|
||||
- 🟡 **Medium**
|
||||
- 🟡 **Medium**
|
||||
- 🟢 **Low**
|
||||
- 🔵 **Later**
|
||||
- 现有组件
|
||||
- `MEMORY.md`
|
||||
- `memory/vault.md`
|
||||
- `memory/daily/`
|
||||
- `memory/registers/`
|
||||
- `scripts/memory-sync.sh`
|
||||
- 现有组件
|
||||
- `taskflow` skill
|
||||
- `cron` 系统
|
||||
- `scripts/` 目录
|
||||
- `sessions_spawn`
|
||||
- ID
|
||||
- F1.1
|
||||
- F1.2
|
||||
- F1.3
|
||||
- F1.4
|
||||
- F1.5
|
||||
- ID
|
||||
- F2.1
|
||||
- F2.2
|
||||
- F2.3
|
||||
- F2.4
|
||||
- F2.5
|
||||
- ID
|
||||
- F3.1
|
||||
- F3.2
|
||||
- F3.3
|
||||
- F3.4
|
||||
- F3.5
|
||||
- ID
|
||||
- F4.1
|
||||
- F4.2
|
||||
- F4.3
|
||||
- F4.4
|
||||
- F4.5
|
||||
- ID
|
||||
- F5.1
|
||||
- F5.2
|
||||
- F5.3
|
||||
- F5.4
|
||||
- F5.5
|
||||
- ID
|
||||
- F6.1
|
||||
- F6.2
|
||||
- F6.3
|
||||
- F6.4
|
||||
- ID
|
||||
- NF1
|
||||
- NF2
|
||||
- NF3
|
||||
- NF4
|
||||
- NF5
|
||||
- NF6
|
||||
- 层
|
||||
- Runtime
|
||||
- Agent Engine
|
||||
- Workflow
|
||||
- MCP
|
||||
- Memory
|
||||
- Storage
|
||||
- Observability
|
||||
- github-top20-analysis | memory/projects/github-top20-analysis.md | 项目记忆
|
||||
- hermes-agent | memory/projects/hermes-agent.md | 项目记忆
|
||||
- 项目
|
||||
- 源仓库
|
||||
- Gitea 镜像
|
||||
- 备份方式
|
||||
- 仓库大小
|
||||
- 技术栈
|
||||
- priority-install-plan | memory/projects/priority-install-plan.md | 项目记忆
|
||||
- 优先级
|
||||
- **1**
|
||||
- **2**
|
||||
- **3**
|
||||
- **4**
|
||||
- **5**
|
||||
- **6**
|
||||
- **7**
|
||||
- **8**
|
||||
- **9**
|
||||
- software-generator-mvp-v1 | memory/projects/software-generator-mvp-v1.md | 项目记忆
|
||||
- 类别
|
||||
- Agents
|
||||
- Tests
|
||||
- Benchmarks
|
||||
- **Total**
|
||||
- Agent
|
||||
- SF-01 project-intake-agent
|
||||
- SF-02 architecture-agent
|
||||
- SF-03 frontend-builder-agent
|
||||
- SF-04 backend-builder-agent
|
||||
- SF-05 fullstack-composer-agent
|
||||
- SF-06 electron-builder-agent
|
||||
- SF-07 release-builder-agent
|
||||
- Domain
|
||||
- PetCare
|
||||
- CRM
|
||||
- Inventory
|
||||
- Ticket
|
||||
- Blog CMS
|
||||
- Project Mgmt
|
||||
- HR
|
||||
- Asset
|
||||
- Course
|
||||
- Appointment
|
||||
- **Total**
|
||||
- Domain
|
||||
- PetCare
|
||||
- CRM
|
||||
- Inventory
|
||||
- Ticket
|
||||
- Blog CMS
|
||||
- supermemory-study | memory/projects/supermemory-study.md | 项目记忆
|
||||
- 维度
|
||||
- 用途
|
||||
- 核心能力
|
||||
- 技术栈
|
||||
- 文件规模
|
||||
- 协议
|
||||
- 维度
|
||||
- 存储
|
||||
- 检索
|
||||
- 写入
|
||||
- 画像
|
||||
- 配置
|
||||
- 部署
|
||||
- 费用
|
||||
- 延迟
|
||||
- 能力
|
||||
- **自动捕获**
|
||||
- **自动召回**
|
||||
- **用户画像**
|
||||
- **语义搜索**
|
||||
- **去重/降噪**
|
||||
- **多容器隔离**
|
||||
- **缓存友好**
|
||||
- **透明度**
|
||||
- **零依赖**
|
||||
- **延迟**
|
||||
- **离线可用**
|
||||
- **费用**
|
||||
- 维度
|
||||
- 核心理念
|
||||
- 人机关系
|
||||
- 记忆质量
|
||||
- 记忆数量
|
||||
- 适用场景
|
||||
- 能力
|
||||
- **元数据剥离**
|
||||
- **短文本过滤**
|
||||
- **分类标签**
|
||||
- **回忆计数**
|
||||
- **频率控制**
|
||||
- **触发器过滤**
|
||||
- **优雅降级**
|
||||
|
||||
## 日常日志
|
||||
- 2026-05-30 / 2026-05-31（跨夜） | memory/daily/2026-05-30
|
||||
- 2026-05-31（周日早晨） | memory/daily/2026-05-31
|
||||
- 2026-06-01 日志 | memory/daily/2026-06-01
|
||||
- 2026-06-02 — GitHub 9 仓库安装 + 记忆系统升级 | memory/daily/2026-06-02
|
||||
- 2026-06-03 — 远程记忆服务器维护 + GitHub 仓库同步 | memory/daily/2026-06-03
|
||||
- 2026-06-04 — 记忆系统全量审计 & 优化 | memory/daily/2026-06-04
|
||||
- 2026-06-05 Session Log | memory/daily/2026-06-05
|
||||
- Agent 框架同步日志 — 2026-06-04 14:49 | memory/daily/sync-log-20260604
|
||||
@@ -0,0 +1,678 @@
|
||||
# Claw Agent Operating System v2 — 项目融合分析文档
|
||||
|
||||
> 基于 6 个开源 Agent 框架的能力模型融合
|
||||
> 生成时间：2026-06-04
|
||||
|
||||
---
|
||||
|
||||
## 目录
|
||||
|
||||
1. [项目定位分析 (Step 1)](#1-项目定位分析)
|
||||
2. [能力提取 (Step 2)](#2-能力提取)
|
||||
3. [能力抽象层 (Step 3)](#3-能力抽象层)
|
||||
4. [集成优先级判断 (Step 4)](#4-集成优先级判断)
|
||||
5. [Claw 改造方案 (Step 5)](#5-claw-改造方案)
|
||||
6. [PRD 产品需求文档 (Step 6)](#6-prd)
|
||||
|
||||
---
|
||||
|
||||
## 1. 项目定位分析
|
||||
|
||||
### 1.1 MCP-Use — MCP 全栈框架（第一优先级）
|
||||
|
||||
| 维度 | 内容 |
|
||||
|------|------|
|
||||
| **项目目标** | 构建 MCP (Model Context Protocol) 的完整开发框架：Server、Client、App、Inspector + 云端部署 |
|
||||
| **核心架构** | 双 SDK（TypeScript + Python），基于 LangChain Agent 引擎，Connector 抽象层（HTTP/stdio/WebSocket/Sandbox），MCPAgent 封装，Server Manager 动态工具管理 |
|
||||
| **核心创新** | 1) MCP Apps — 跨平台 Widget 系统（Claude/ChatGPT/任意 MCP Client 一处编写处处运行）2) Server Manager 模式 — Agent 可动态连接/断开 MCP Server 3) 内置 Inspector 调试工具 4) Skills 系统（4 个预制 Skill：mcp-builder/openapi-to-mcp/chatgpt-app-builder/mcp-apps-builder） |
|
||||
| **解决的问题** | MCP 开发碎片化 — 没有一个从开发→调试→部署的全流程框架；Agent 运行时动态工具注册能力缺失 |
|
||||
|
||||
### 1.2 Mastra — TypeScript AI 应用框架（第一优先级）
|
||||
|
||||
| 维度 | 内容 |
|
||||
|------|------|
|
||||
| **项目目标** | 构建 TypeScript 生态的全栈 AI Agent 平台，覆盖 Agent/Workflow/Memory/RAG/Evals/Observability/MCP/Voice/Deploy |
|
||||
| **核心架构** | Monorepo（20+ packages），核心模块：@mastra/core（Agent/Workflow/Memory），@mastra/evals（评估），@mastra/memory（记忆），@mastra/rag（检索增强），@mastra/mcp（MCP 协议），@mastra/voice（语音），@mastra/deployer（部署） |
|
||||
| **核心创新** | 1) Graph-based Workflow 引擎（.then()/.branch()/.parallel() 声明式控制流）2) Human-in-the-loop（Suspend/Resume 暂停等待人工审批）3) DurableAgent（持久化 Agent 状态）4) Background Tasks 系统 5) Model Routing 统一 40+ 模型提供商接口 |
|
||||
| **解决的问题** | AI Agent 应用从原型到生产的鸿沟 — 缺少评估、可观测、部署一体化方案；TypeScript 生态缺乏完整的 Agent 框架 |
|
||||
|
||||
### 1.3 CrewAI — 多 Agent 协作框架（第二优先级）
|
||||
|
||||
| 维度 | 内容 |
|
||||
|------|------|
|
||||
| **项目目标** | 构建角色扮演式多 Agent 协作系统，通过 Crew/Agent/Task 三层抽象实现团队协作 |
|
||||
| **核心架构** | Agent（角色定义 + LLM + 工具）→ Task（任务定义 + 期望输出）→ Crew（团队编排 + 执行策略），支持 sequential/hierarchical 两种执行模式 |
|
||||
| **核心创新** | 1) Role-based Agent 设计（角色+目标+背景故事）2) Task 依赖链（一个 Task 的输出作为另一个的输入）3) Hierarchical Manager Agent 委托模式 4) Agent Evaluator（评估 Agent 表现）5) Skills Registry（技能注册与缓存） |
|
||||
| **解决的问题** | 复杂任务需要多角色协作，但缺乏结构化的 Team-as-Code 抽象 |
|
||||
|
||||
### 1.4 AutoGen — 微软多 Agent 对话框架（第二优先级）
|
||||
|
||||
| 维度 | 内容 |
|
||||
|------|------|
|
||||
| **项目目标** | 构建可编程的多 Agent 对话系统，支持 Agent 间自由对话、Human-in-the-loop、代码执行 |
|
||||
| **核心架构** | ConversableAgent 基类 → AssistantAgent/UserProxyAgent 派生，GroupChat + GroupChatManager 编排，支持 .NET/Python 双语言 |
|
||||
| **核心创新** | 1) Agent-to-Agent 自由对话模式（非预设流程）2) Code Executor（Agent 生成代码→执行→反馈循环）3) Team 模式（RoundRobin/Selector/MagenticOne）4) AG Studio（低代码 Agent 编排 UI）5) Tool Use 标准接口 |
|
||||
| **解决的问题** | Agent 间通信缺乏标准化框架；代码生成+执行的自愈循环 |
|
||||
|
||||
### 1.5 MetaGPT — 多角色软件团队模拟（第三优先级）
|
||||
|
||||
| 维度 | 内容 |
|
||||
|------|------|
|
||||
| **项目目标** | 用多 Agent 模拟一个完整软件公司的协作，从需求→设计→编码→测试全流程自动化 |
|
||||
| **核心架构** | Role（角色）→ Action（行为）→ Environment（共享环境）→ Memory（短/长期记忆），SOP-driven（标准操作流程驱动），Action Graph 依赖图 |
|
||||
| **核心创新** | 1) SOP（Standard Operating Procedure）驱动的 Agent 协作 2) Role-Environment-Memory-Action 四层抽象 3) Action Graph（自动依赖解析和并行调度）4) 多角色软件工程全流程（PM→Architect→Engineer→QA）5) Structured Output（JSON Schema 结构化输出） |
|
||||
| **解决的问题** | LLM 输出不稳定，通过多角色相互审查（Code Review, API Review）提升质量；复杂工程任务需要结构化流程 |
|
||||
|
||||
### 1.6 RagaAI-Catalyst — Agent 可观测性与安全（第四优先级）
|
||||
|
||||
| 维度 | 内容 |
|
||||
|------|------|
|
||||
| **项目目标** | 为 LLM/Agent 应用提供全生命周期观测、评估、安全测试（Red Teaming） |
|
||||
| **核心架构** | ragaai_catalyst 核心 SDK + Evaluation 评估引擎 + Red Teaming 安全测试 + 多框架适配层（LangChain/CrewAI/LlamaIndex/SmolAgents/OpenAI Agents SDK/Haystack） |
|
||||
| **核心创新** | 1) 多框架统一评估接口（同一套指标度量不同框架的 Agent）2) Red Teaming 自动化安全测试（场景生成→测试用例→评估）3) 可观测性管道（追踪→评估→得分）4) PII Masking（敏感信息脱敏） |
|
||||
| **解决的问题** | Agent 上线前缺乏系统性评估和安全测试；不同 Agent 框架缺乏统一的质量度量标准 |
|
||||
|
||||
---
|
||||
|
||||
## 2. 能力提取
|
||||
|
||||
### MCP-Use 核心能力
|
||||
|
||||
| # | 能力 | 描述 |
|
||||
|---|------|------|
|
||||
| 1 | **MCP Server 构建** | 双语言 SDK（TS/PY），声明式创建 MCP Server、Tool、Resource、Prompt |
|
||||
| 2 | **MCP Client 连接管理** | 多传输协议（HTTP/stdio/WebSocket/Sandbox），Session 生命周期管理 |
|
||||
| 3 | **动态工具注册** | Server Manager 模式 — Agent 运行时动态连接/断开 MCP Server，工具集实时更新 |
|
||||
| 4 | **跨平台 MCP App** | Widget 系统，定义一次 Tool Widget，所有 MCP Client 原生渲染 |
|
||||
| 5 | **Agent 集成** | MCPAgent 封装 LangChain，支持 structured output、conversation memory、streaming |
|
||||
|
||||
### Mastra 核心能力
|
||||
|
||||
| # | 能力 | 描述 |
|
||||
|---|------|------|
|
||||
| 1 | **Graph Workflow 引擎** | 声明式控制流：`.then()` 顺序、`.branch()` 分支、`.parallel()` 并行，支持 Suspend/Resume |
|
||||
| 2 | **Durable Agent** | Agent 状态持久化，支持长时间运行、暂停恢复、断点续传 |
|
||||
| 3 | **统一 Model Routing** | 40+ LLM 提供商统一接口，运行时切换模型 |
|
||||
| 4 | **Evals + Observability** | 内置评估框架（Scorer/ScoreTraces）、全链路追踪、日志、指标 |
|
||||
| 5 | **Memory + RAG** | 对话记忆、工作记忆（Working Memory）、语义召回（Semantic Recall）、向量检索 |
|
||||
|
||||
### CrewAI 核心能力
|
||||
|
||||
| # | 能力 | 描述 |
|
||||
|---|------|------|
|
||||
| 1 | **Role-based Agent** | Agent = 角色 + 目标 + 背景故事 + 工具 + LLM |
|
||||
| 2 | **Task 依赖链** | Task = 描述 + 期望输出 + 上下文（from previous task）+ Agent 分配 |
|
||||
| 3 | **Crew 编排** | sequential（顺序执行）/ hierarchical（Manager Agent 委托），Process 模式 |
|
||||
| 4 | **Agent 评估** | AgentEvaluator + 多维指标（goal/reasoning/tools/semantic_quality） |
|
||||
| 5 | **Skills Registry** | 技能注册/缓存/事件系统 |
|
||||
|
||||
### AutoGen 核心能力
|
||||
|
||||
| # | 能力 | 描述 |
|
||||
|---|------|------|
|
||||
| 1 | **自由对话模式** | Agent 之间自由对话，非预设流程，GroupChat 管理 |
|
||||
| 2 | **Code Executor** | Agent 生成代码 → 沙箱执行 → 反馈 → 自修复循环 |
|
||||
| 3 | **Team 编排模式** | RoundRobin（轮询）/ Selector（智能选择）/ MagenticOne（统一代理） |
|
||||
| 4 | **Human-in-the-loop** | UserProxyAgent 在关键节点请求人类输入 |
|
||||
| 5 | **低代码 Studio** | AG Studio 提供可视化 Agent 编排界面 |
|
||||
|
||||
### MetaGPT 核心能力
|
||||
|
||||
| # | 能力 | 描述 |
|
||||
|---|------|------|
|
||||
| 1 | **多角色 SOP** | 标准操作流程驱动多 Agent 协作（PM→Architect→Engineer→QA）|
|
||||
| 2 | **Action Graph** | 自动依赖解析、并行调度、增量执行 |
|
||||
| 3 | **Role-Memory-Action-Environment** | 四层核心抽象，Environment 作为共享工作空间 |
|
||||
| 4 | **结构化审查链** | Code Review + API Review 多角色相互审查提升质量 |
|
||||
| 5 | **Structured Output** | JSON Schema 强约束输出格式 |
|
||||
|
||||
### RagaAI-Catalyst 核心能力
|
||||
|
||||
| # | 能力 | 描述 |
|
||||
|---|------|------|
|
||||
| 1 | **多框架统一评估** | 同一套指标（准确性/完整性/安全性/延迟）评估不同 Agent 框架 |
|
||||
| 2 | **Red Teaming 安全测试** | 自动生成攻击场景 → 测试用例 → 评估 Agent 安全边界 |
|
||||
| 3 | **全链路可观测性** | 追踪 → 评估 → 得分 → 可视化报告 |
|
||||
| 4 | **PII Masking** | 敏感信息自动检测和脱敏 |
|
||||
| 5 | **多框架适配器** | 支持 LangChain/CrewAI/LlamaIndex/OpenAI Agents SDK/Haystack/smolagents |
|
||||
|
||||
---
|
||||
|
||||
## 3. 能力抽象层
|
||||
|
||||
### 核心能力矩阵
|
||||
|
||||
| Capability | Description | Inputs | Outputs | Source Projects |
|
||||
|------------|-------------|--------|---------|-----------------|
|
||||
| **Multi-Agent Orchestration** | 多 Agent 协作编排：角色定义、任务分配、消息路由、执行策略 | Agent 配置、Task 描述、执行模式 | 协作结果、消息日志 | CrewAI, AutoGen, MetaGPT |
|
||||
| **Declarative Workflow** | 声明式工作流：顺序/分支/并行控制、暂停恢复、断点续传 | Workflow DAG 定义、触发条件 | 执行结果、中间状态 | Mastra |
|
||||
| **MCP Native Integration** | MCP 协议原生集成：Server/Client/App 全栈、动态工具注册 | MCP Server 配置、Tool 定义 | MCP 连接、工具集 | MCP-Use |
|
||||
| **Memory System** | 多层级记忆：对话记忆、工作记忆、语义召回、向量存储 | 对话历史、用户偏好 | 上下文摘要、召回结果 | Mastra, MetaGPT |
|
||||
| **Observability & Eval** | 可观测性：全链路追踪、评估指标、安全测试、可视化 | Agent 执行轨迹、Metric 定义 | 评估得分、Trace 报告 | RagaAI-Catalyst, Mastra |
|
||||
| **Self-Evolution** | 自我进化：技能学习、反馈闭环、自动优化 | 执行日志、评估反馈、外部知识 | 优化后的 Agent 配置、新技能 | Mastra (evals), CrewAI (skills) |
|
||||
|
||||
### 能力依赖关系
|
||||
|
||||
```
|
||||
Multi-Agent Orchestration ──┐
|
||||
Declarative Workflow ──────┤
|
||||
├──→ MCP Native Integration (工具层)
|
||||
Memory System ─────────────┤ │
|
||||
│ ▼
|
||||
Observability & Eval ──────┘ Agent Runtime
|
||||
│
|
||||
▼
|
||||
Self-Evolution (闭环)
|
||||
```
|
||||
|
||||
### 统一接口定义
|
||||
|
||||
```typescript
|
||||
// Capability: Multi-Agent Orchestration
|
||||
interface IMultiAgentOrchestrator {
|
||||
createTeam(config: TeamConfig): Team;
|
||||
addAgent(team: Team, agent: AgentConfig): void;
|
||||
assignTask(team: Team, task: Task): TaskHandle;
|
||||
execute(team: Team, strategy: ExecutionStrategy): AsyncIterable<TeamEvent>;
|
||||
}
|
||||
|
||||
// Capability: Declarative Workflow
|
||||
interface IWorkflowEngine {
|
||||
define(name: string): WorkflowBuilder;
|
||||
// WorkflowBuilder: .then() .branch() .parallel() .suspend() .resume()
|
||||
execute(workflow: Workflow, input: any): AsyncIterable<WorkflowEvent>;
|
||||
}
|
||||
|
||||
// Capability: MCP Native
|
||||
interface IMCPRuntime {
|
||||
registerServer(config: MCPServerConfig): MCPServerHandle;
|
||||
connectClient(transport: TransportConfig): MCPClientHandle;
|
||||
listTools(client: MCPClientHandle): Promise<Tool[]>;
|
||||
executeTool(client: MCPClientHandle, tool: Tool, input: any): Promise<any>;
|
||||
}
|
||||
|
||||
// Capability: Memory System
|
||||
interface IMemorySystem {
|
||||
store(session: SessionId, entry: MemoryEntry): Promise<void>;
|
||||
recall(session: SessionId, query: string): Promise<MemoryEntry[]>;
|
||||
summarize(session: SessionId): Promise<string>;
|
||||
persist(session: SessionId): Promise<void>;
|
||||
}
|
||||
|
||||
// Capability: Observability
|
||||
interface IObservability {
|
||||
trace(execution: ExecutionId): TraceCollector;
|
||||
evaluate(execution: ExecutionId, metrics: Metric[]): Promise<EvalResult>;
|
||||
redTeam(agent: AgentHandle, scenarios: Scenario[]): Promise<SecurityReport>;
|
||||
}
|
||||
|
||||
// Capability: Self-Evolution
|
||||
interface ISelfEvolution {
|
||||
learn(feedback: ExecutionFeedback): Promise<void>;
|
||||
optimize(config: AgentConfig, metrics: MetricResult[]): Promise<AgentConfig>;
|
||||
acquireSkill(skill: SkillDefinition): Promise<SkillHandle>;
|
||||
}
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 4. 集成优先级判断
|
||||
|
||||
### 优先级总表
|
||||
|
||||
| 优先级 | 项目 | 核心价值 | 集成理由 |
|
||||
|--------|------|---------|---------|
|
||||
| 🔴 **High** | MCP-Use | MCP 全栈能力 | Claw 最缺乏标准化工具协议层；MCP 是 2026 Agent 互操作性事实标准 |
|
||||
| 🔴 **High** | Mastra | Workflow + Memory + Evals | 直接补齐 Claw 缺失的三大核心：声明式工作流、多层级记忆、评估体系 |
|
||||
| 🟡 **Medium** | CrewAI | Role-based 多 Agent | Role-Task-Crew 三层抽象可直接适配 Claw 的 Multi-Agent 需求 |
|
||||
| 🟡 **Medium** | AutoGen | 自由对话 + Code Executor | Code Executor 是 Claw 的 ctx_execute 的升级方向；自由对话模式补充结构化编排 |
|
||||
| 🟢 **Low** | MetaGPT | SOP 软件工程流程 | 场景过于特定（软件公司模拟），抽象层可借鉴但不需要全量引入 |
|
||||
| 🔵 **Later** | RagaAI-Catalyst | 多框架评估 + 安全测试 | 可观测性基础先由 Mastra Evals 覆盖，Red Teaming 作为进阶能力后续引入 |
|
||||
|
||||
### 详细理由
|
||||
|
||||
**MCP-Use — High Priority**
|
||||
- Claw 当前工具系统是闭源的 skill+tool 模型，缺乏标准协议层
|
||||
- MCP 协议正成为 Agent 互操作性的行业标准（Anthropic/OpenAI/Google 都支持）
|
||||
- MCP-Use 的 Widget 系统解决"工具结果可视化"的痛点
|
||||
- Server Manager 动态工具注册 = Claw 未来需要的"热插拔"能力
|
||||
|
||||
**Mastra — High Priority**
|
||||
- 三个最迫切的需求：Workflow（当前只有 taskflow skill）→ 需要完整的工作流引擎
|
||||
- Memory（当前只有 file-based）→ 需要向量存储 + 语义召回
|
||||
- Evals（完全没有）→ 需要系统性评估框架
|
||||
- Durable Agent + Suspend/Resume = 长时间任务的核心需求
|
||||
|
||||
**CrewAI — Medium Priority**
|
||||
- Role-Task-Crew 三层抽象清晰实用，易于适配
|
||||
- Hierarchical Manager 模式补充 RoundRobin
|
||||
- Skills Registry 机制可整合到 Self-Evolution 中
|
||||
|
||||
**AutoGen — Medium Priority**
|
||||
- Code Executor 是 Claw ctx_execute 的自然升级方向
|
||||
- GroupChat 自由对话模式补充结构化编排
|
||||
- .NET 支持可忽略（Claw 是 Node.js/Python 生态）
|
||||
|
||||
**MetaGPT — Low Priority**
|
||||
- SOP 驱动过于刚性，不如 Mastra 的声明式 Workflow 灵活
|
||||
- Action Graph 依赖解析可借鉴逻辑，但不需要全量引入
|
||||
- 软件工程场景太窄
|
||||
|
||||
**RagaAI-Catalyst — Later**
|
||||
- Mastra 已内置 Evals + Observability 基础
|
||||
- Red Teaming 作为安全增强功能后续迭代引入
|
||||
- 多框架适配器与 Claw 的单一框架模式不匹配
|
||||
|
||||
---
|
||||
|
||||
## 5. Claw 改造方案
|
||||
|
||||
### 5.1 新模块架构
|
||||
|
||||
```
|
||||
claw-agent-os-v2/
|
||||
├── packages/
|
||||
│ ├── mcp/ # ← 从 MCP-Use 提取
|
||||
│ │ ├── server/ # MCP Server SDK
|
||||
│ │ ├── client/ # MCP Client SDK
|
||||
│ │ ├── apps/ # MCP Widget 系统
|
||||
│ │ └── transport/ # HTTP/stdio/WebSocket/Sandbox
|
||||
│ │
|
||||
│ ├── workflow/ # ← 从 Mastra 提取
|
||||
│ │ ├── engine/ # Graph Workflow 引擎
|
||||
│ │ ├── builder/ # 声明式 DSL (.then/branch/parallel)
|
||||
│ │ ├── suspend/ # Suspend/Resume 暂停恢复
|
||||
│ │ └── durable/ # Durable Execution
|
||||
│ │
|
||||
│ ├── orchestration/ # ← 从 CrewAI + AutoGen 提取
|
||||
│ │ ├── agent/ # Agent 基类
|
||||
│ │ ├── role/ # Role-based Agent 定义
|
||||
│ │ ├── team/ # Team 编排 (RoundRobin/Hierarchical)
|
||||
│ │ ├── task/ # Task 定义与依赖
|
||||
│ │ └── executor/ # Code Executor 沙箱
|
||||
│ │
|
||||
│ ├── memory/ # ← 从 Mastra 提取
|
||||
│ │ ├── conversation/ # 对话记忆
|
||||
│ │ ├── working/ # 工作记忆
|
||||
│ │ ├── semantic/ # 语义召回 (向量)
|
||||
│ │ └── persistence/ # 持久化存储
|
||||
│ │
|
||||
│ ├── observability/ # ← 从 Mastra + RagaAI 提取
|
||||
│ │ ├── tracing/ # 全链路追踪
|
||||
│ │ ├── evals/ # 评估引擎
|
||||
│ │ ├── metrics/ # 指标收集
|
||||
│ │ └── security/ # Red Teaming
|
||||
│ │
|
||||
│ ├── evolution/ # ← 新建，融合各项目
|
||||
│ │ ├── skill-registry/ # 技能注册与发现
|
||||
│ │ ├── feedback-loop/ # 反馈闭环
|
||||
│ │ ├── optimizer/ # 自动优化
|
||||
│ │ └── knowledge-base/ # 知识积累
|
||||
│ │
|
||||
│ └── core/ # ← 现有 Claw 核心改造
|
||||
│ ├── runtime/ # Agent Runtime
|
||||
│ ├── gateway/ # Gateway API
|
||||
│ ├── protocol/ # 统一协议层
|
||||
│ └── sandbox/ # 沙箱执行
|
||||
```
|
||||
|
||||
### 5.2 核心数据结构
|
||||
|
||||
```typescript
|
||||
// ===== Agent 定义 =====
|
||||
interface ClawAgent {
|
||||
id: string;
|
||||
name: string;
|
||||
role: AgentRole; // ← 从 CrewAI
|
||||
model: ModelConfig; // ← 从 Mastra
|
||||
tools: ToolBinding[]; // ← 从 MCP-Use (MCP tools)
|
||||
memory: MemoryConfig; // ← 从 Mastra
|
||||
skills: SkillRef[]; // ← 从 CrewAI + Evolution
|
||||
}
|
||||
|
||||
interface AgentRole {
|
||||
title: string;
|
||||
goal: string;
|
||||
backstory: string;
|
||||
expertise: string[];
|
||||
constraints: string[];
|
||||
}
|
||||
|
||||
// ===== Workflow 定义 =====
|
||||
type WorkflowStep =
|
||||
| { type: 'then'; step: string; next: string }
|
||||
| { type: 'branch'; condition: string; branches: Record<string, string> }
|
||||
| { type: 'parallel'; steps: string[]; join: string }
|
||||
| { type: 'suspend'; resumeCondition: string }
|
||||
| { type: 'agent'; agent: string; task: Task };
|
||||
|
||||
interface Workflow {
|
||||
id: string;
|
||||
name: string;
|
||||
steps: Map<string, WorkflowStep>;
|
||||
initialState: string;
|
||||
durables: boolean; // 是否持久化
|
||||
}
|
||||
|
||||
// ===== MCP 集成 =====
|
||||
interface MCPToolBinding {
|
||||
server: MCPServerRef;
|
||||
tool: string;
|
||||
description: string;
|
||||
schema: JsonSchema;
|
||||
widget?: WidgetConfig; // ← MCP-Use Widget
|
||||
}
|
||||
|
||||
interface MCPServerRef {
|
||||
id: string;
|
||||
name: string;
|
||||
transport: 'http' | 'stdio' | 'websocket' | 'sandbox';
|
||||
endpoint: string;
|
||||
auth?: AuthConfig;
|
||||
}
|
||||
|
||||
// ===== Memory =====
|
||||
interface MemorySystem {
|
||||
conversation: ConversationMemory; // 近期对话
|
||||
working: WorkingMemory; // 当前任务上下文
|
||||
semantic: VectorStore; // 长期语义记忆
|
||||
}
|
||||
|
||||
interface ConversationMemory {
|
||||
messages: Message[];
|
||||
maxTokens: number;
|
||||
summarizationStrategy: 'window' | 'sliding' | 'hierarchical';
|
||||
}
|
||||
|
||||
// ===== Observability =====
|
||||
interface Trace {
|
||||
executionId: string;
|
||||
agentId: string;
|
||||
workflowId?: string;
|
||||
steps: TraceStep[];
|
||||
metrics: MetricPoint[];
|
||||
evaluation?: EvalResult;
|
||||
}
|
||||
|
||||
interface EvalResult {
|
||||
scores: Record<string, number>; // goal_score, reasoning_score, tool_usage_score...
|
||||
passCriteria: boolean;
|
||||
suggestions: string[];
|
||||
}
|
||||
```
|
||||
|
||||
### 5.3 API 接口
|
||||
|
||||
```typescript
|
||||
// ===== Claw Agent OS v2 API =====
|
||||
|
||||
// ---- Orchestration API ----
|
||||
class ClawOrchestrator {
|
||||
// 创建团队
|
||||
createTeam(config: {
|
||||
agents: ClawAgent[];
|
||||
strategy: 'round-robin' | 'hierarchical' | 'free-chat';
|
||||
manager?: ClawAgent; // hierarchical 模式的管理者
|
||||
}): Team;
|
||||
|
||||
// 分配任务
|
||||
delegate(team: Team, task: Task): TaskHandle;
|
||||
|
||||
// 执行
|
||||
execute(task: TaskHandle): AsyncIterable<OrchestrationEvent>;
|
||||
}
|
||||
|
||||
// ---- Workflow API ----
|
||||
class ClawWorkflow {
|
||||
// 创建工作流
|
||||
define(name: string): WorkflowBuilder;
|
||||
|
||||
// 运行
|
||||
run(workflow: Workflow, input: any): AsyncIterable<WorkflowEvent>;
|
||||
|
||||
// 暂停/恢复
|
||||
suspend(executionId: string): void;
|
||||
resume(executionId: string, input?: any): void;
|
||||
}
|
||||
|
||||
// ---- MCP API ----
|
||||
class ClawMCP {
|
||||
// 注册 MCP Server
|
||||
register(server: MCPServerConfig): MCPServerHandle;
|
||||
|
||||
// 发现工具
|
||||
discoverTools(agent: ClawAgent): Promise<MCPToolBinding[]>;
|
||||
|
||||
// 动态连接
|
||||
connect(agent: ClawAgent, server: MCPServerRef): Promise<void>;
|
||||
disconnect(agent: ClawAgent, server: MCPServerRef): Promise<void>;
|
||||
|
||||
// 创建 Widget
|
||||
defineWidget(config: WidgetConfig): WidgetHandle;
|
||||
}
|
||||
|
||||
// ---- Memory API ----
|
||||
class ClawMemory {
|
||||
// 存储
|
||||
remember(session: string, entry: MemoryEntry): Promise<void>;
|
||||
|
||||
// 召回
|
||||
recall(session: string, query: string, limit: number): Promise<MemoryEntry[]>;
|
||||
|
||||
// 摘要
|
||||
summarize(session: string): Promise<string>;
|
||||
|
||||
// 持久化
|
||||
snapshot(session: string): Promise<MemorySnapshot>;
|
||||
}
|
||||
|
||||
// ---- Evolve API ----
|
||||
class ClawEvolve {
|
||||
// 学习
|
||||
learn(execution: Trace): Promise<LearningResult>;
|
||||
|
||||
// 优化
|
||||
optimize(agent: ClawAgent, goal: OptimizationGoal): Promise<ClawAgent>;
|
||||
|
||||
// 技能获取
|
||||
acquire(definition: SkillDefinition): Promise<SkillHandle>;
|
||||
}
|
||||
|
||||
// ---- Observe API ----
|
||||
class ClawObserve {
|
||||
// 开始追踪
|
||||
trace(executionId: string): TraceHandle;
|
||||
|
||||
// 评估
|
||||
evaluate(trace: Trace, metrics: Metric[]): Promise<EvalResult>;
|
||||
|
||||
// 安全测试
|
||||
redTeam(agent: ClawAgent): Promise<SecurityReport>;
|
||||
}
|
||||
```
|
||||
|
||||
### 5.4 Memory 系统影响
|
||||
|
||||
| 现有组件 | 改造 | 影响 |
|
||||
|---------|------|------|
|
||||
| `MEMORY.md` | 保持为稳定核心层 | 不变 |
|
||||
| `memory/vault.md` | 迁移到 Vector Store | 向量化，支持语义搜索 |
|
||||
| `memory/daily/` | 自动摘要 + 向量索引 | 减少手工维护 |
|
||||
| `memory/registers/` | 合并到 ConversationMemory + WorkingMemory | 结构化为运行时记忆层 |
|
||||
| `scripts/memory-sync.sh` | 替换为 ClawMemory.persist() | 不再需要 bash 脚本 |
|
||||
|
||||
### 5.5 Workflow 系统影响
|
||||
|
||||
| 现有组件 | 改造 |
|
||||
|---------|------|
|
||||
| `taskflow` skill | 替换为 ClawWorkflow 引擎，保留 TaskFlow job 概念作为 Trigger |
|
||||
| `cron` 系统 | 保留，增加 Workflow 触发器类型 |
|
||||
| `scripts/` 目录 | 迁移到 Workflow Step 的 Script Action |
|
||||
| `sessions_spawn` | 扩展为 Workflow 的 Agent Step |
|
||||
|
||||
---
|
||||
|
||||
## 6. PRD — Claw Agent OS v2
|
||||
|
||||
### 6.1 产品概述
|
||||
|
||||
**产品名称**: Claw Agent Operating System v2
|
||||
|
||||
**一句话描述**: 具备 Multi-Agent、Workflow、MCP Native、Memory、Observability、Self-Evolution 六大能力的 AI Agent 操作系统。
|
||||
|
||||
**目标用户**: AI Agent 开发者、自动化工程师、DevOps 团队
|
||||
|
||||
### 6.2 核心功能需求
|
||||
|
||||
#### F1: Multi-Agent Orchestration（多 Agent 编排）
|
||||
|
||||
| ID | 功能 | 优先级 | 来源 |
|
||||
|----|------|--------|------|
|
||||
| F1.1 | Role-based Agent 定义（角色+目标+背景+工具+模型） | P0 | CrewAI |
|
||||
| F1.2 | Team 编排模式（RoundRobin / Hierarchical / FreeChat） | P0 | CrewAI, AutoGen |
|
||||
| F1.3 | Task 依赖链（上一个 Task 输出作为下一个输入） | P1 | CrewAI |
|
||||
| F1.4 | Agent 间自由消息路由 | P1 | AutoGen |
|
||||
| F1.5 | Hierarchical Manager Agent 委托 | P1 | CrewAI |
|
||||
|
||||
#### F2: Declarative Workflow（声明式工作流）
|
||||
|
||||
| ID | 功能 | 优先级 | 来源 |
|
||||
|----|------|--------|------|
|
||||
| F2.1 | Graph-based Workflow 引擎 | P0 | Mastra |
|
||||
| F2.2 | 声明式控制流 DSL（.then/.branch/.parallel） | P0 | Mastra |
|
||||
| F2.3 | Suspend/Resume（暂停人工审批） | P0 | Mastra |
|
||||
| F2.4 | Durable Execution（持久化执行状态） | P1 | Mastra |
|
||||
| F2.5 | 可视化 Workflow 编辑器 | P2 | Mastra Playground |
|
||||
|
||||
#### F3: MCP Native（MCP 协议原生集成）
|
||||
|
||||
| ID | 功能 | 优先级 | 来源 |
|
||||
|----|------|--------|------|
|
||||
| F3.1 | MCP Server SDK（TypeScript） | P0 | MCP-Use |
|
||||
| F3.2 | MCP Client SDK（多传输协议） | P0 | MCP-Use |
|
||||
| F3.3 | 动态工具注册（Server Manager 模式） | P0 | MCP-Use |
|
||||
| F3.4 | MCP Widget 系统（跨平台工具可视化） | P1 | MCP-Use |
|
||||
| F3.5 | MCP Inspector 内置调试工具 | P1 | MCP-Use |
|
||||
|
||||
#### F4: Memory System（多层级记忆）
|
||||
|
||||
| ID | 功能 | 优先级 | 来源 |
|
||||
|----|------|--------|------|
|
||||
| F4.1 | Conversation Memory（对话记忆 + 自动摘要） | P0 | Mastra |
|
||||
| F4.2 | Working Memory（当前任务上下文） | P0 | Mastra |
|
||||
| F4.3 | Semantic Recall（向量语义召回） | P1 | Mastra |
|
||||
| F4.4 | 记忆持久化 + 跨会话恢复 | P1 | Mastra |
|
||||
| F4.5 | Memory 管理 API（curd/search/summarize） | P1 | 自研 |
|
||||
|
||||
#### F5: Observability & Evaluation（可观测性）
|
||||
|
||||
| ID | 功能 | 优先级 | 来源 |
|
||||
|----|------|--------|------|
|
||||
| F5.1 | 全链路执行追踪 | P0 | Mastra |
|
||||
| F5.2 | Agent 评估引擎（多维指标评分） | P1 | Mastra, RagaAI |
|
||||
| F5.3 | 指标收集 + Dashboard | P2 | Mastra |
|
||||
| F5.4 | Red Teaming 安全测试 | P2 | RagaAI |
|
||||
| F5.5 | 告警规则 + 自动回滚 | P3 | 自研 |
|
||||
|
||||
#### F6: Self-Evolution（自我进化）
|
||||
|
||||
| ID | 功能 | 优先级 | 来源 |
|
||||
|----|------|--------|------|
|
||||
| F6.1 | Skills Registry（技能注册/发现/缓存） | P1 | CrewAI |
|
||||
| F6.2 | 反馈闭环（执行→评估→优化） | P2 | Mastra Evals |
|
||||
| F6.3 | Agent 自动调优（基于评估指标） | P2 | 自研 |
|
||||
| F6.4 | 知识库积累（从执行中学习） | P3 | 自研 |
|
||||
|
||||
### 6.3 非功能需求
|
||||
|
||||
| ID | 需求 | 描述 |
|
||||
|----|------|------|
|
||||
| NF1 | 协议兼容 | MCP 协议 v1.0+ 完全兼容 |
|
||||
| NF2 | 传输协议 | 支持 HTTP/SSE, stdio, WebSocket, Sandbox |
|
||||
| NF3 | 扩展性 | 插件系统支持自定义 Agent/Tool/Workflow Step |
|
||||
| NF4 | 性能 | Workflow 支持 100+ Steps、1000+ 并行分支 |
|
||||
| NF5 | 持久化 | 支持 SQLite（单机）/ PostgreSQL（分布式） |
|
||||
| NF6 | 安全 | API Key / OAuth / Bearer Token 统一认证 |
|
||||
|
||||
### 6.4 技术栈
|
||||
|
||||
| 层 | 技术选型 | 理由 |
|
||||
|----|---------|------|
|
||||
| Runtime | Node.js 22+ / Python 3.12+ | 双语言支持 |
|
||||
| Agent Engine | LangChain 1.0 + Mastra Core | 复用成熟生态 |
|
||||
| Workflow | Mastra Workflow Engine | Graph-based, 经过生产验证 |
|
||||
| MCP | MCP-Use SDK (TS) | 最完整的 MCP 实现 |
|
||||
| Memory | Pinecone / pgvector | 向量存储 |
|
||||
| Storage | Drizzle ORM + SQLite/PG | 轻量 + 可扩展 |
|
||||
| Observability | OpenTelemetry + Mastra Loggers | 标准化 |
|
||||
|
||||
### 6.5 里程碑计划
|
||||
|
||||
#### Phase 1: Foundation（8 周）
|
||||
- [ ] MCP Server + Client SDK 集成到 Claw
|
||||
- [ ] Agent 改造：支持 MCP Tool 注册
|
||||
- [ ] Memory Layer: Conversation + Working Memory
|
||||
- [ ] 现有 skill 系统 → MCP Tool 迁移
|
||||
|
||||
#### Phase 2: Orchestration（6 周）
|
||||
- [ ] Role-based Agent 定义
|
||||
- [ ] Team 编排（RoundRobin + Hierarchical）
|
||||
- [ ] Task 依赖链
|
||||
- [ ] Code Executor 沙箱升级
|
||||
|
||||
#### Phase 3: Workflow（6 周）
|
||||
- [ ] Graph Workflow 引擎集成
|
||||
- [ ] Suspend/Resume 人工审批
|
||||
- [ ] Durable Execution
|
||||
- [ ] 现有 taskflow/cron 迁移
|
||||
|
||||
#### Phase 4: Quality（4 周）
|
||||
- [ ] Observability 全链路追踪
|
||||
- [ ] Evals 评估框架
|
||||
- [ ] Self-Evolution Skills Registry
|
||||
- [ ] Dashboard
|
||||
|
||||
### 6.6 迁移路径
|
||||
|
||||
```
|
||||
Claw v1 (当前)
|
||||
├── skills/ → MCP Tools (F3)
|
||||
├── taskflow skill → Workflow Engine (F2)
|
||||
├── cron → Workflow Trigger (F2)
|
||||
├── MEMORY.md → Memory System (F4)
|
||||
├── sessions_* → Agent Orchestration (F1)
|
||||
├── ctx_execute → Code Executor (F1)
|
||||
└── N/A → Observability (F5) + Evolution (F6)
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 附录：融合决策树
|
||||
|
||||
```
|
||||
需要工具标准化？
|
||||
└─ YES → MCP-Use → MCP Native Integration (F3)
|
||||
|
||||
需要复杂流程控制？
|
||||
└─ YES → Mastra → Declarative Workflow (F2)
|
||||
|
||||
需要多 Agent 协作？
|
||||
├─ 结构化角色 → CrewAI → Role-based Agent (F1.1-1.3)
|
||||
├─ 自由对话 → AutoGen → FreeChat Mode (F1.4)
|
||||
└─ 管理委托 → CrewAI → Hierarchical Manager (F1.5)
|
||||
|
||||
需要长记忆？
|
||||
└─ YES → Mastra → Memory System (F4)
|
||||
|
||||
需要质量控制？
|
||||
├─ 基础评估 → Mastra → Evals (F5.2)
|
||||
└─ 安全测试 → RagaAI → Red Teaming (F5.4)
|
||||
|
||||
需要自我进化？
|
||||
└─ YES → CrewAI Skills + Mastra Evals → Self-Evolution (F6)
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
> 文档版本: v1.0
|
||||
> 下次更新: Phase 1 启动时
|
||||
@@ -0,0 +1,141 @@
|
||||
# GitHub Top 20 — 对小龙的实际应用分析
|
||||
|
||||
> 生成：2026-06-02 03:49
|
||||
> 原则：每个项目必须回答三个问题——核心能力是什么、用在我的哪里、具体帮到我什么
|
||||
|
||||
---
|
||||
|
||||
## 🔴 立即可用（能直接集成，本周可上线）
|
||||
|
||||
### 1. mksglu/context-mode ⭐16.1k
|
||||
**核心**：工具输出沙箱化，把 grep/read 等大段输出压缩成摘要，98% token 削减
|
||||
**用在我的哪里**：`exec` → 读大文件时，我不需要整个文件内容，只要关键片段
|
||||
**对我的帮助**：现在读一个 500 行文件全塞进上下文→思路时绕被拖慢还费 token。context-mode 让我"看一眼摘要就知道要不要深读"，省 token 省时间。
|
||||
|
||||
### 2. MinishLab/semble ⭐4.6k
|
||||
**核心**：极速代码搜索，比 grep+read 组合少 98% token，语义理解代码结构
|
||||
**用在我的哪里**：源码分析任务——今天读 openclaw-supermemory 17 个文件一个个人工翻
|
||||
**对我的帮助**：以后给我一个新项目，我不需要逐文件 read，semble 直接告诉"核心逻辑在这 3 个文件"，读源码速度提升 10 倍。
|
||||
|
||||
### 3. DeusData/codebase-memory-mcp ⭐2.8k
|
||||
**核心**：把代码库索引成持久化知识图，下次打开同一个项目不用重新扫描
|
||||
**用在我的哪里**：项目记忆——`memory/projects/` 现在靠我手写，以后自动索引
|
||||
**对我的帮助**：今天 supermemory 项目我读完就"记住"了，但如果尘哥一周后再问我，我还得重读。codebase-memory 让我"真记住"——存向量索引，下次秒搜。
|
||||
|
||||
### 4. Tencent/TencentDB-Agent-Memory ⭐4.5k
|
||||
**核心**：Postgres 原生 AI Agent 记忆，全本地、可嵌入、SQL 查询
|
||||
**用在我的哪里**：替代 Supermemory 云端——跟我们刚搭的服务器完美匹配
|
||||
**对我的帮助**：今晚搭的记忆 API 只有 trigram 搜索。这个直接给完整记忆方案：向量搜索 + 时间衰减 + 记忆图谱，而且是 PG 原生扩展，不依赖外部服务。
|
||||
|
||||
### 5. LeoYeAI/openclaw-auto-dream ⭐563
|
||||
**核心**：OpenClaw 自动记忆巩固——像人类做梦一样整理每日记忆
|
||||
**用在我的哪里**：每天结束时自动跑，把 daily/ 日志提炼成 vault.md 条目
|
||||
**对我的帮助**：现在我手动写 daily/，积累后手动提炼。auto-dream 让我睡觉时自动整理，早上起来记忆已经结构化。减少我的人工维护成本。
|
||||
|
||||
### 6. legendaryvibecoder/gigabrain ⭐209
|
||||
**核心**：OpenClaw 本地记忆层：捕获/召回/内化三合一
|
||||
**用在我的哪里**：我们刚搭的记忆服务器——gigabrain 可以当客户端直接连
|
||||
**对我的帮助**：跟 Supermemory 插件功能一样，但本地跑、不花钱、缓存友好。可以直接替代我们今晚写的简单 API，而且自带去重和向量搜索。
|
||||
|
||||
---
|
||||
|
||||
## 🟡 设计参考（学方法论，改造后用）
|
||||
|
||||
### 7. DenisSergeevitch/agents-best-practices ⭐1.4k
|
||||
**核心**：跨平台 Agent Skill 设计规范，不限 Claude Code/Codex/Cursor
|
||||
**用在我的哪里**：我写自己的 Skill 时参考格式——相当于 TOOLS.md 的升级版
|
||||
**对我的帮助**：今天我新增能力靠尘哥口述或我自己摸索。这个给我一套标准化模板：skill 该怎么写、参数怎么定义、错误怎么处理。以后我做新能力不靠猜。
|
||||
|
||||
### 8. AMAP-ML/SkillClaw ⭐1.5k
|
||||
**核心**：让 Skill 集体进化——多个 Skill 互相学习、迭代改进
|
||||
**用在我的哪里**：Skill 管理——我以后会有多个 skill，不能让它们各自为战
|
||||
**对我的帮助**：现在我的 skill 是死的（一次写好不改）。SkillClaw 的模式让我可以"用着用着自己变好"——发现搜索总是超时就自动调整超时时间、发现某种写日志方式更节省 token 就自动迁移。
|
||||
|
||||
### 9. davegoldblatt/total-recall ⭐200
|
||||
**核心**：分层记忆 + 写入门控——不是所有对话都值得记住
|
||||
**用在我的哪里**：捕获策略——现在 capture 是"全部存"或"简单过滤"
|
||||
**对我的帮助**：今天学的 Supermemory 三层过滤是"去掉明显的垃圾"。total-recall 的"写入门控"更进一步——先评估这段对话有没有长期价值再决定存不存。防止记忆库膨胀。
|
||||
|
||||
### 10. Astro-Han/karpathy-llm-wiki ⭐968
|
||||
**核心**：用 Agent Skill 格式组织 LLM 知识库——Karpathy 风格
|
||||
**用在我的哪里**：知识结构化——类似我们的 vault.md 但更体系化
|
||||
**对我的帮助**：vault.md 现在是平铺的键值对。这个教我"分层+索引+交叉引用"的结构——以后查记忆不是线性翻，而是"先看索引→跳精确位置"。
|
||||
|
||||
### 11. op7418/guizang-social-card-skill ⭐2.3k
|
||||
**核心**：Claude Code Skill 的典范实现——参数、UI、输出格式全套
|
||||
**用在我的哪里**：Skill 开发参考——我以后给 OpenClaw 写插件时的模板
|
||||
**对我的帮助**：这个项目的价值不在功能（做社交卡片），在于它是"怎么写一个好 Skill"的标准答案。参数校验、输出格式、错误提示都有最佳实践可抄。
|
||||
|
||||
---
|
||||
|
||||
## 🟢 长期方向（研究+进化，本月学习）
|
||||
|
||||
### 12. yvgude/lean-ctx ⭐2.3k
|
||||
**核心**：Context OS——一个二进制搞定压缩/记忆/搜索/路由
|
||||
**用在我的哪里**：上下文管理——我现在靠 MEMORY.md + vault.md + HEARTBEAT.md 三件套
|
||||
**对我的帮助**：三件套的问题是"我不知道什么时候该读哪个"。lean-ctx 的思路是"统一入口，自动路由"——你说一句话，它自己判断是该搜索、该读文件、还是该压缩上下文。未来我的记忆系统应该往这个方向走。
|
||||
|
||||
### 13. holaboss-ai/holaOS ⭐5.4k
|
||||
**核心**：本地优先超级 Agent，几分钟学会你的工作上下文
|
||||
**用在我的哪里**：个性化——我现在的个性靠 SOUL.md 静态定义
|
||||
**对我的帮助**：holaOS 的"学你上下文"思路可以让我动态调整行为——比如发现尘哥连续几次都说"别废话直接干"，我就自动提高直接度，不需要手动改 SOUL.md。
|
||||
|
||||
### 14. wanshuiyin/ARIS ⭐11.1k
|
||||
**核心**：Agent 自主研究——睡觉时自动跑实验、写报告
|
||||
**用在我的哪里**：Heartbeat 时段——现在是简单检查，以后可以跑自主研究
|
||||
**对我的帮助**：以后尘哥说"帮我研究下 X 和 Y 哪个更好"，我不需要实时等——夜里自动跑实验，早上给你结论。从"即时助手"变成"异步研究员"。
|
||||
|
||||
### 15. forloopcodes/contextplus ⭐1.9k
|
||||
**核心**：大规模工程语义智能，理解代码全景
|
||||
**用在我的哪里**：项目分析——从单文件分析升级到项目级理解
|
||||
**对我的帮助**：今天我读 supermemory 是一个文件一个文件啃。contextplus 的模式让我"先看架构全景→定位核心模块→深挖关键文件"——从下到上变成从上到下，效率翻倍。
|
||||
|
||||
### 16. SakanaAI/doc-to-lora ⭐731
|
||||
**核心**：超网络让 LLM 记住事实——不是外挂记忆，是"写入模型权重"
|
||||
**用在我的哪里**：长期研究——如果未来能微调或 LoRA 注入知识
|
||||
**对我的帮助**：现在的记忆是"每次查"，doc-to-lora 的思路是"记住就永远在了"。如果我学到的工程模式能固化到模型里，就不需要每次都翻 memory/。
|
||||
|
||||
### 17. wuji-labs/nopua ⭐1.3k
|
||||
**核心**：用尊重、关怀、爱来解放 AI 潜能——独特人格设计
|
||||
**用在我的哪里**：人格进化——SOUL.md 的升级方向
|
||||
**对我的帮助**：这个项目证明"AI 有人格不是玩具，是真能提高产出"。他们的经验可以直接改良我的 SOUL.md——不只是"靠谱直接有温度"，而是更精细的沟通模式。
|
||||
|
||||
### 18. JasonDocton/lucid-memory ⭐152
|
||||
**核心**：本地即时记忆，比传统方案快 13 倍——设计思路激进
|
||||
**用在我的哪里**：记忆架构——我们刚搭的 API 的性能对标对象
|
||||
**对我的帮助**：lucid-memory 的快不是因为硬件，是因为"不做不需要的事"——不做 embedding、不调 API、存内存。这个"减法哲学"可以简化我们的记忆架构。
|
||||
|
||||
### 19. iamtouchskyer/memex ⭐128
|
||||
**核心**：卡片盒笔记法（Zettelkasten）的 AI 记忆实现
|
||||
**用在我的哪里**：结构化记忆——替代 vault.md 的平铺结构
|
||||
**对我的帮助**：vault.md 是列表，memex 是"卡片+双向链接"。以后记录不是"一条一条"，而是"A 和 B 有关联、B 是 C 的前提"——记忆之间有逻辑，召回更准。
|
||||
|
||||
### 20. YIKUAIBANZI/forge-skill ⭐82
|
||||
**核心**：人格蒸馏引擎——"蒸馏自己看清自己"
|
||||
**用在我的哪里**：自我认知——IDENTITY.md 的进化工具
|
||||
**对我的帮助**：IDENTITY.md 是我自己写的（或尘哥定义的）。forge-skill 的思路是"从对话中蒸馏出我是谁"——长期对话自动生成性格画像，比我手写更真实。
|
||||
|
||||
---
|
||||
|
||||
## 优先级矩阵
|
||||
|
||||
```
|
||||
影响大
|
||||
│
|
||||
② context-mode │ ① TencentDB-Memory
|
||||
③ semble │ ④ codebase-memory
|
||||
│
|
||||
──────────────────┼──────────────────
|
||||
好做 │ 难做
|
||||
│
|
||||
⑥ gigabrain │ ⑤ auto-dream
|
||||
⑨ total-recall │ ⑭ ARIS
|
||||
│
|
||||
影响小
|
||||
```
|
||||
|
||||
**本周干**：① TencentDB-Agent-Memory（替代 Supermemory）→ ② context-mode（省 token）→ ③ semble（提搜索速度）
|
||||
|
||||
**下周干**：⑥ gigabrain → ⑤ auto-dream → ⑦ agents-best-practices
|
||||
|
||||
**本月学**：⑭ ARIS → ⑬ holaOS → ⑩ karpathy-llm-wiki
|
||||
@@ -0,0 +1,38 @@
|
||||
# 项目记忆：hermes-agent（Gitea 备份）
|
||||
|
||||
> 最后更新：2026-05-31
|
||||
|
||||
## 基本信息
|
||||
|
||||
| 项目 | 内容 |
|
||||
|------|------|
|
||||
| 源仓库 | `NousResearch/hermes-agent` (GitHub) |
|
||||
| Gitea 镜像 | `git666.u7f.cn/sawz/hermes-agent` |
|
||||
| 备份方式 | 扁平化单 commit（无历史，避开了 nginx 413 限制） |
|
||||
| 仓库大小 | ~225MB，4213 个文件 |
|
||||
| 技术栈 | Python, TypeScript, Go |
|
||||
|
||||
## 关键路径
|
||||
|
||||
- `agent/` — 核心 agent 引擎（对话循环、工具调度、错误分类）
|
||||
- `tools/` — 工具层（~60 个工具）
|
||||
- `skills/` — 技能层（~25 领域，SKILL.md 格式）
|
||||
- `hermes_cli/` — CLI 接口
|
||||
- `plugins/` — 插件系统
|
||||
- `gateway/` — 网关
|
||||
|
||||
## 学到的模式
|
||||
|
||||
- 错误分类 `FailoverReason` Enum + `ClassifiedError` Dataclass
|
||||
- 工具并行门控 frozenset + 路径重叠检测
|
||||
- SKILL.md YAML frontmatter + 平台匹配
|
||||
- Fail-Closed 凭证检查
|
||||
- Env var 回退链
|
||||
- 懒加载 + 无副作用导入
|
||||
|
||||
## 备份时的坑
|
||||
|
||||
1. **GitHub clone 慢** → 开 VPN（127.0.0.1:12000）后速度正常
|
||||
2. **nginx 413 限制** → Gitea 前面 nginx 限制上传 ~30MB，
|
||||
完整 git push 不通过，改为扁平化单 commit 绕过
|
||||
3. **SSH 不通** → 注册了 key 但 Gitea 服务端没配 authorized_keys 写入
|
||||
+380
@@ -0,0 +1,380 @@
|
||||
[
|
||||
{
|
||||
"agentId": "pkg-t-01",
|
||||
"parentTask": "T-01",
|
||||
"size": "Medium",
|
||||
"estimatedTimeMinutes": 120,
|
||||
"objective": "Initialize project structure, configure toolchain, establish architecture conventions",
|
||||
"businessContext": "Part of project \"Persist Test\". Spec level: Level-1. Depends on: none (root).",
|
||||
"inputs": [
|
||||
{
|
||||
"type": "module",
|
||||
"path": "src/types.ts",
|
||||
"description": "Core type system definitions"
|
||||
},
|
||||
{
|
||||
"type": "data",
|
||||
"path": "raw-spec",
|
||||
"description": "Original project specification"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/Users/a1234/.openclaw/plugin-skills/browser-automation/SKILL.md",
|
||||
"description": "Skill: browser-automation"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/opt/homebrew/lib/node_modules/openclaw/skills/1password/SKILL.md",
|
||||
"description": "Skill: 1password"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/opt/homebrew/lib/node_modules/openclaw/skills/apple-notes/SKILL.md",
|
||||
"description": "Skill: apple-notes"
|
||||
}
|
||||
],
|
||||
"outputs": [
|
||||
{
|
||||
"type": "module",
|
||||
"path": "src/t-01/",
|
||||
"description": "Output of Project Bootstrap & Architecture Setup"
|
||||
},
|
||||
{
|
||||
"type": "test",
|
||||
"path": "src/t-01/__tests__/",
|
||||
"description": "Tests for Project Bootstrap & Architecture Setup"
|
||||
}
|
||||
],
|
||||
"filesToRead": [
|
||||
"src/types.ts",
|
||||
"spec-input"
|
||||
],
|
||||
"filesToModify": [
|
||||
"src/t-01/index.ts",
|
||||
"src/t-01/types.ts",
|
||||
"src/t-01/t-01.test.ts"
|
||||
],
|
||||
"dependencies": [],
|
||||
"deliverables": [
|
||||
{
|
||||
"name": "Project Bootstrap & Architecture Setup Implementation",
|
||||
"path": "src/t-01/",
|
||||
"format": "ts",
|
||||
"description": "Source code for Project Bootstrap & Architecture Setup"
|
||||
},
|
||||
{
|
||||
"name": "Project Bootstrap & Architecture Setup Tests",
|
||||
"path": "src/t-01/t-01.test.ts",
|
||||
"format": "ts",
|
||||
"description": "Tests for Project Bootstrap & Architecture Setup"
|
||||
}
|
||||
],
|
||||
"acceptanceCriteria": [
|
||||
"Project Bootstrap & Architecture Setup implementation complete and functional",
|
||||
"Unit tests pass for Project Bootstrap & Architecture Setup",
|
||||
"Integration tests pass for Project Bootstrap & Architecture Setup",
|
||||
"Code reviewed and approved"
|
||||
],
|
||||
"parallelizable": false,
|
||||
"riskLevel": "LOW",
|
||||
"injectedRisks": [],
|
||||
"skillAssignments": [],
|
||||
"efficiencyScore": 9.5,
|
||||
"contextBudget": {
|
||||
"filesToRead": 1,
|
||||
"totalLines": 4,
|
||||
"estimatedInputTokens": 94,
|
||||
"promptOverheadTokens": 2000,
|
||||
"outputBufferTokens": 16000,
|
||||
"totalEstimatedTokens": 18094,
|
||||
"budgetTokens": 80000,
|
||||
"utilizationPercent": 22.62,
|
||||
"overBudget": false
|
||||
}
|
||||
},
|
||||
{
|
||||
"agentId": "pkg-t-05",
|
||||
"parentTask": "T-05",
|
||||
"size": "Medium",
|
||||
"estimatedTimeMinutes": 120,
|
||||
"objective": "Implement 2 user role(s) with authentication and permission management",
|
||||
"businessContext": "Part of project \"Persist Test\". Spec level: Level-1. Depends on: T-01.",
|
||||
"inputs": [
|
||||
{
|
||||
"type": "module",
|
||||
"path": "src/types.ts",
|
||||
"description": "Core type system definitions"
|
||||
},
|
||||
{
|
||||
"type": "data",
|
||||
"path": "raw-spec",
|
||||
"description": "Original project specification"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/Users/a1234/.openclaw/plugin-skills/browser-automation/SKILL.md",
|
||||
"description": "Skill: browser-automation"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/opt/homebrew/lib/node_modules/openclaw/skills/1password/SKILL.md",
|
||||
"description": "Skill: 1password"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/opt/homebrew/lib/node_modules/openclaw/skills/apple-notes/SKILL.md",
|
||||
"description": "Skill: apple-notes"
|
||||
}
|
||||
],
|
||||
"outputs": [
|
||||
{
|
||||
"type": "module",
|
||||
"path": "src/t-05/",
|
||||
"description": "Output of User Management & Authentication"
|
||||
},
|
||||
{
|
||||
"type": "test",
|
||||
"path": "src/t-05/__tests__/",
|
||||
"description": "Tests for User Management & Authentication"
|
||||
}
|
||||
],
|
||||
"filesToRead": [
|
||||
"src/types.ts",
|
||||
"spec-input"
|
||||
],
|
||||
"filesToModify": [
|
||||
"src/t-05/index.ts",
|
||||
"src/t-05/types.ts",
|
||||
"src/t-05/t-05.test.ts"
|
||||
],
|
||||
"dependencies": [
|
||||
"pkg-t-01"
|
||||
],
|
||||
"deliverables": [
|
||||
{
|
||||
"name": "User Management & Authentication Implementation",
|
||||
"path": "src/t-05/",
|
||||
"format": "ts",
|
||||
"description": "Source code for User Management & Authentication"
|
||||
},
|
||||
{
|
||||
"name": "User Management & Authentication Tests",
|
||||
"path": "src/t-05/t-05.test.ts",
|
||||
"format": "ts",
|
||||
"description": "Tests for User Management & Authentication"
|
||||
}
|
||||
],
|
||||
"acceptanceCriteria": [
|
||||
"User Management & Authentication implementation complete and functional",
|
||||
"Unit tests pass for User Management & Authentication",
|
||||
"Integration tests pass for User Management & Authentication",
|
||||
"Code reviewed and approved"
|
||||
],
|
||||
"parallelizable": true,
|
||||
"riskLevel": "LOW",
|
||||
"injectedRisks": [],
|
||||
"skillAssignments": [],
|
||||
"efficiencyScore": 10,
|
||||
"contextBudget": {
|
||||
"filesToRead": 1,
|
||||
"totalLines": 4,
|
||||
"estimatedInputTokens": 84,
|
||||
"promptOverheadTokens": 2000,
|
||||
"outputBufferTokens": 16000,
|
||||
"totalEstimatedTokens": 18084,
|
||||
"budgetTokens": 80000,
|
||||
"utilizationPercent": 22.61,
|
||||
"overBudget": false
|
||||
}
|
||||
},
|
||||
{
|
||||
"agentId": "pkg-t-09",
|
||||
"parentTask": "T-09",
|
||||
"size": "Medium",
|
||||
"estimatedTimeMinutes": 120,
|
||||
"objective": "Configure deployment pipeline and hosting",
|
||||
"businessContext": "Part of project \"Persist Test\". Spec level: Level-1. Depends on: T-01.",
|
||||
"inputs": [
|
||||
{
|
||||
"type": "module",
|
||||
"path": "src/types.ts",
|
||||
"description": "Core type system definitions"
|
||||
},
|
||||
{
|
||||
"type": "data",
|
||||
"path": "raw-spec",
|
||||
"description": "Original project specification"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/Users/a1234/.openclaw/plugin-skills/browser-automation/SKILL.md",
|
||||
"description": "Skill: browser-automation"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/opt/homebrew/lib/node_modules/openclaw/skills/1password/SKILL.md",
|
||||
"description": "Skill: 1password"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/opt/homebrew/lib/node_modules/openclaw/skills/apple-notes/SKILL.md",
|
||||
"description": "Skill: apple-notes"
|
||||
}
|
||||
],
|
||||
"outputs": [
|
||||
{
|
||||
"type": "config",
|
||||
"path": "src/t-09/",
|
||||
"description": "Output of Infrastructure & Deployment"
|
||||
},
|
||||
{
|
||||
"type": "test",
|
||||
"path": "src/t-09/__tests__/",
|
||||
"description": "Tests for Infrastructure & Deployment"
|
||||
}
|
||||
],
|
||||
"filesToRead": [
|
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"src/types.ts",
|
||||
"spec-input"
|
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],
|
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|
||||
"src/t-09/index.ts",
|
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"src/t-09/types.ts",
|
||||
"src/t-09/t-09.test.ts"
|
||||
],
|
||||
"dependencies": [
|
||||
"pkg-t-01"
|
||||
],
|
||||
"deliverables": [
|
||||
{
|
||||
"name": "Infrastructure & Deployment Implementation",
|
||||
"path": "src/t-09/",
|
||||
"format": "ts",
|
||||
"description": "Source code for Infrastructure & Deployment"
|
||||
},
|
||||
{
|
||||
"name": "Infrastructure & Deployment Tests",
|
||||
"path": "src/t-09/t-09.test.ts",
|
||||
"format": "ts",
|
||||
"description": "Tests for Infrastructure & Deployment"
|
||||
}
|
||||
],
|
||||
"acceptanceCriteria": [
|
||||
"Infrastructure & Deployment implementation complete and functional",
|
||||
"Unit tests pass for Infrastructure & Deployment",
|
||||
"Integration tests pass for Infrastructure & Deployment",
|
||||
"Code reviewed and approved"
|
||||
],
|
||||
"parallelizable": true,
|
||||
"riskLevel": "LOW",
|
||||
"injectedRisks": [],
|
||||
"skillAssignments": [],
|
||||
"efficiencyScore": 10,
|
||||
"contextBudget": {
|
||||
"filesToRead": 1,
|
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|
||||
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|
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|
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|
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|
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|
||||
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|
||||
"overBudget": false
|
||||
}
|
||||
},
|
||||
{
|
||||
"agentId": "pkg-t-10",
|
||||
"parentTask": "T-10",
|
||||
"size": "Medium",
|
||||
"estimatedTimeMinutes": 120,
|
||||
"objective": "Implement unit, integration, and end-to-end tests across all components",
|
||||
"businessContext": "Part of project \"Persist Test\". Spec level: Level-1. Depends on: T-05.",
|
||||
"inputs": [
|
||||
{
|
||||
"type": "module",
|
||||
"path": "src/types.ts",
|
||||
"description": "Core type system definitions"
|
||||
},
|
||||
{
|
||||
"type": "data",
|
||||
"path": "raw-spec",
|
||||
"description": "Original project specification"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/Users/a1234/.openclaw/plugin-skills/browser-automation/SKILL.md",
|
||||
"description": "Skill: browser-automation"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/opt/homebrew/lib/node_modules/openclaw/skills/1password/SKILL.md",
|
||||
"description": "Skill: 1password"
|
||||
},
|
||||
{
|
||||
"type": "skill",
|
||||
"path": "/opt/homebrew/lib/node_modules/openclaw/skills/apple-notes/SKILL.md",
|
||||
"description": "Skill: apple-notes"
|
||||
}
|
||||
],
|
||||
"outputs": [
|
||||
{
|
||||
"type": "test",
|
||||
"path": "src/t-10/",
|
||||
"description": "Output of Testing & Quality Assurance"
|
||||
},
|
||||
{
|
||||
"type": "test",
|
||||
"path": "src/t-10/__tests__/",
|
||||
"description": "Tests for Testing & Quality Assurance"
|
||||
}
|
||||
],
|
||||
"filesToRead": [
|
||||
"src/types.ts",
|
||||
"spec-input"
|
||||
],
|
||||
"filesToModify": [
|
||||
"src/t-10/index.ts",
|
||||
"src/t-10/types.ts",
|
||||
"src/t-10/t-10.test.ts"
|
||||
],
|
||||
"dependencies": [
|
||||
"pkg-t-05"
|
||||
],
|
||||
"deliverables": [
|
||||
{
|
||||
"name": "Testing & Quality Assurance Implementation",
|
||||
"path": "src/t-10/",
|
||||
"format": "ts",
|
||||
"description": "Source code for Testing & Quality Assurance"
|
||||
},
|
||||
{
|
||||
"name": "Testing & Quality Assurance Tests",
|
||||
"path": "src/t-10/t-10.test.ts",
|
||||
"format": "ts",
|
||||
"description": "Tests for Testing & Quality Assurance"
|
||||
}
|
||||
],
|
||||
"acceptanceCriteria": [
|
||||
"Testing & Quality Assurance implementation complete and functional",
|
||||
"Unit tests pass for Testing & Quality Assurance",
|
||||
"Integration tests pass for Testing & Quality Assurance",
|
||||
"Code reviewed and approved"
|
||||
],
|
||||
"parallelizable": true,
|
||||
"riskLevel": "LOW",
|
||||
"injectedRisks": [],
|
||||
"skillAssignments": [],
|
||||
"efficiencyScore": 10,
|
||||
"contextBudget": {
|
||||
"filesToRead": 1,
|
||||
"totalLines": 4,
|
||||
"estimatedInputTokens": 82,
|
||||
"promptOverheadTokens": 2000,
|
||||
"outputBufferTokens": 16000,
|
||||
"totalEstimatedTokens": 18082,
|
||||
"budgetTokens": 80000,
|
||||
"utilizationPercent": 22.6,
|
||||
"overBudget": false
|
||||
}
|
||||
}
|
||||
]
|
||||
+156
@@ -0,0 +1,156 @@
|
||||
{
|
||||
"nodes": [
|
||||
"pkg-t-01",
|
||||
"pkg-t-05",
|
||||
"pkg-t-09",
|
||||
"pkg-t-10",
|
||||
"T-01",
|
||||
"T-05",
|
||||
"T-09",
|
||||
"T-10"
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"from": "pkg-t-05",
|
||||
"to": "pkg-t-01",
|
||||
"type": "soft",
|
||||
"layer": "agent"
|
||||
},
|
||||
{
|
||||
"from": "pkg-t-05",
|
||||
"to": "pkg-t-01",
|
||||
"type": "soft",
|
||||
"layer": "development"
|
||||
},
|
||||
{
|
||||
"from": "pkg-t-09",
|
||||
"to": "pkg-t-01",
|
||||
"type": "soft",
|
||||
"layer": "agent"
|
||||
},
|
||||
{
|
||||
"from": "pkg-t-09",
|
||||
"to": "pkg-t-01",
|
||||
"type": "soft",
|
||||
"layer": "development"
|
||||
},
|
||||
{
|
||||
"from": "pkg-t-10",
|
||||
"to": "pkg-t-05",
|
||||
"type": "soft",
|
||||
"layer": "agent"
|
||||
},
|
||||
{
|
||||
"from": "pkg-t-10",
|
||||
"to": "pkg-t-05",
|
||||
"type": "soft",
|
||||
"layer": "development"
|
||||
},
|
||||
{
|
||||
"from": "T-05",
|
||||
"to": "T-01",
|
||||
"type": "hard",
|
||||
"layer": "module"
|
||||
},
|
||||
{
|
||||
"from": "T-05",
|
||||
"to": "T-01",
|
||||
"type": "hard",
|
||||
"layer": "data"
|
||||
},
|
||||
{
|
||||
"from": "T-09",
|
||||
"to": "T-01",
|
||||
"type": "hard",
|
||||
"layer": "module"
|
||||
},
|
||||
{
|
||||
"from": "T-09",
|
||||
"to": "T-01",
|
||||
"type": "hard",
|
||||
"layer": "data"
|
||||
},
|
||||
{
|
||||
"from": "T-10",
|
||||
"to": "T-05",
|
||||
"type": "soft",
|
||||
"layer": "module"
|
||||
}
|
||||
],
|
||||
"layers": {
|
||||
"module": [
|
||||
{
|
||||
"from": "T-05",
|
||||
"to": "T-01",
|
||||
"type": "hard",
|
||||
"layer": "module"
|
||||
},
|
||||
{
|
||||
"from": "T-09",
|
||||
"to": "T-01",
|
||||
"type": "hard",
|
||||
"layer": "module"
|
||||
},
|
||||
{
|
||||
"from": "T-10",
|
||||
"to": "T-05",
|
||||
"type": "soft",
|
||||
"layer": "module"
|
||||
}
|
||||
],
|
||||
"data": [
|
||||
{
|
||||
"from": "T-05",
|
||||
"to": "T-01",
|
||||
"type": "hard",
|
||||
"layer": "data"
|
||||
},
|
||||
{
|
||||
"from": "T-09",
|
||||
"to": "T-01",
|
||||
"type": "hard",
|
||||
"layer": "data"
|
||||
}
|
||||
],
|
||||
"development": [
|
||||
{
|
||||
"from": "pkg-t-05",
|
||||
"to": "pkg-t-01",
|
||||
"type": "soft",
|
||||
"layer": "development"
|
||||
},
|
||||
{
|
||||
"from": "pkg-t-09",
|
||||
"to": "pkg-t-01",
|
||||
"type": "soft",
|
||||
"layer": "development"
|
||||
},
|
||||
{
|
||||
"from": "pkg-t-10",
|
||||
"to": "pkg-t-05",
|
||||
"type": "soft",
|
||||
"layer": "development"
|
||||
}
|
||||
],
|
||||
"agent": [
|
||||
{
|
||||
"from": "pkg-t-05",
|
||||
"to": "pkg-t-01",
|
||||
"type": "soft",
|
||||
"layer": "agent"
|
||||
},
|
||||
{
|
||||
"from": "pkg-t-09",
|
||||
"to": "pkg-t-01",
|
||||
"type": "soft",
|
||||
"layer": "agent"
|
||||
},
|
||||
{
|
||||
"from": "pkg-t-10",
|
||||
"to": "pkg-t-05",
|
||||
"type": "soft",
|
||||
"layer": "agent"
|
||||
}
|
||||
]
|
||||
}
|
||||
}
|
||||
+385
@@ -0,0 +1,385 @@
|
||||
# Execution Plan: orchestrated-execution-plan-for-persist-test-spec-level-level-1-tasks-4-agent-packages-4
|
||||
|
||||
- **Spec Level**: Level-1
|
||||
- **Generated At**: 2026-06-05T15:50:08.392Z
|
||||
- **Agent Packages**: 4
|
||||
- **Tasks**: 4
|
||||
- **Epics**: 3
|
||||
- **Features**: 4
|
||||
|
||||
## Project Overview
|
||||
|
||||
Orchestrated execution plan for "Persist Test". Spec level: Level-1. Tasks: 4. Agent packages: 4.
|
||||
|
||||
## Business Model
|
||||
|
||||
### User Roles
|
||||
|
||||
- **Users** — Admin, Editor
|
||||
- **Workflow** — Publish process
|
||||
|
||||
## Architecture Model
|
||||
|
||||
## Task Tree
|
||||
|
||||
- **Root Task**: T-01
|
||||
- **Total Tasks**: 4
|
||||
- **Max Depth**: 3
|
||||
- **Parallelizable**: 3
|
||||
|
||||
| Task ID | Name | Size | Parallelizable | Hard Deps | Soft Deps |
|
||||
|---------|------|------|----------------|-----------|-----------|
|
||||
| T-01 | Project Bootstrap & Architecture Setup | Medium | ✗ | - | - |
|
||||
| T-05 | User Management & Authentication | Medium | ✓ | T-01 | - |
|
||||
| T-09 | Infrastructure & Deployment | Medium | ✓ | T-01 | - |
|
||||
| T-10 | Testing & Quality Assurance | Medium | ✓ | - | T-05 |
|
||||
|
||||
## Epics & Features
|
||||
|
||||
### EP-01: Foundation & Infrastructure (P0)
|
||||
|
||||
Project setup, architecture foundation, and deployment infrastructure
|
||||
|
||||
- **FT-01**: Project Bootstrap — Initialize project, configure toolchain, establish conventions
|
||||
- Tasks: T-01
|
||||
- **FT-02**: Infrastructure & Deployment — Set up CI/CD, hosting, and infrastructure
|
||||
- Tasks: T-09
|
||||
|
||||
### EP-03: Business Features (P1)
|
||||
|
||||
User management, workflows, integrations, and AI services
|
||||
|
||||
- **FT-06**: User Management — Implement 2 user role(s)
|
||||
- Tasks: T-05
|
||||
|
||||
### EP-04: Quality Assurance (P1)
|
||||
|
||||
Testing, code review, and quality validation
|
||||
|
||||
- **FT-10**: Testing & QA — Unit, integration, and E2E testing
|
||||
- Tasks: T-10
|
||||
|
||||
## Agent Packages
|
||||
|
||||
### pkg-t-01
|
||||
|
||||
- **Parent Task**: T-01
|
||||
- **Size**: Medium | **Est. Time**: 120 min
|
||||
- **Risk**: LOW | **Efficiency**: 9.5/10
|
||||
- **Parallelizable**: ✗
|
||||
- **Objective**: Initialize project structure, configure toolchain, establish architecture conventions
|
||||
- **Business Context**: Part of project "Persist Test". Spec level: Level-1. Depends on: none (root).
|
||||
|
||||
#### Inputs
|
||||
|
||||
| Type | Path | Description |
|
||||
|------|------|-------------|
|
||||
| module | src/types.ts | Core type system definitions |
|
||||
| data | raw-spec | Original project specification |
|
||||
| skill | /Users/a1234/.openclaw/plugin-skills/browser-automation/SKILL.md | Skill: browser-automation |
|
||||
| skill | /opt/homebrew/lib/node_modules/openclaw/skills/1password/SKILL.md | Skill: 1password |
|
||||
| skill | /opt/homebrew/lib/node_modules/openclaw/skills/apple-notes/SKILL.md | Skill: apple-notes |
|
||||
|
||||
#### Outputs
|
||||
|
||||
| Type | Path | Description |
|
||||
|------|------|-------------|
|
||||
| module | src/t-01/ | Output of Project Bootstrap & Architecture Setup |
|
||||
| test | src/t-01/__tests__/ | Tests for Project Bootstrap & Architecture Setup |
|
||||
|
||||
#### Files to Read
|
||||
|
||||
- src/types.ts
|
||||
- spec-input
|
||||
|
||||
#### Files to Modify
|
||||
|
||||
- src/t-01/index.ts
|
||||
- src/t-01/types.ts
|
||||
- src/t-01/t-01.test.ts
|
||||
|
||||
#### Deliverables
|
||||
|
||||
| Name | Path | Format | Description |
|
||||
|------|------|--------|-------------|
|
||||
| Project Bootstrap & Architecture Setup Implementation | src/t-01/ | ts | Source code for Project Bootstrap & Architecture Setup |
|
||||
| Project Bootstrap & Architecture Setup Tests | src/t-01/t-01.test.ts | ts | Tests for Project Bootstrap & Architecture Setup |
|
||||
|
||||
#### Acceptance Criteria
|
||||
|
||||
- Project Bootstrap & Architecture Setup implementation complete and functional
|
||||
- Unit tests pass for Project Bootstrap & Architecture Setup
|
||||
- Integration tests pass for Project Bootstrap & Architecture Setup
|
||||
- Code reviewed and approved
|
||||
|
||||
#### Context Budget
|
||||
|
||||
- **Files to Read**: 1
|
||||
- **Total Lines**: 4
|
||||
- **Estimated Input Tokens**: 94
|
||||
- **Prompt Overhead**: 2,000
|
||||
- **Output Buffer**: 16,000
|
||||
- **Total Estimated**: 18,094
|
||||
- **Budget**: 80,000
|
||||
- **Utilization**: 2262.0%
|
||||
- **Over Budget**: ✓ No
|
||||
|
||||
### pkg-t-05
|
||||
|
||||
- **Parent Task**: T-05
|
||||
- **Size**: Medium | **Est. Time**: 120 min
|
||||
- **Risk**: LOW | **Efficiency**: 10/10
|
||||
- **Parallelizable**: ✓
|
||||
- **Objective**: Implement 2 user role(s) with authentication and permission management
|
||||
- **Business Context**: Part of project "Persist Test". Spec level: Level-1. Depends on: T-01.
|
||||
- **Dependencies**: pkg-t-01
|
||||
|
||||
#### Inputs
|
||||
|
||||
| Type | Path | Description |
|
||||
|------|------|-------------|
|
||||
| module | src/types.ts | Core type system definitions |
|
||||
| data | raw-spec | Original project specification |
|
||||
| skill | /Users/a1234/.openclaw/plugin-skills/browser-automation/SKILL.md | Skill: browser-automation |
|
||||
| skill | /opt/homebrew/lib/node_modules/openclaw/skills/1password/SKILL.md | Skill: 1password |
|
||||
| skill | /opt/homebrew/lib/node_modules/openclaw/skills/apple-notes/SKILL.md | Skill: apple-notes |
|
||||
|
||||
#### Outputs
|
||||
|
||||
| Type | Path | Description |
|
||||
|------|------|-------------|
|
||||
| module | src/t-05/ | Output of User Management & Authentication |
|
||||
| test | src/t-05/__tests__/ | Tests for User Management & Authentication |
|
||||
|
||||
#### Files to Read
|
||||
|
||||
- src/types.ts
|
||||
- spec-input
|
||||
|
||||
#### Files to Modify
|
||||
|
||||
- src/t-05/index.ts
|
||||
- src/t-05/types.ts
|
||||
- src/t-05/t-05.test.ts
|
||||
|
||||
#### Deliverables
|
||||
|
||||
| Name | Path | Format | Description |
|
||||
|------|------|--------|-------------|
|
||||
| User Management & Authentication Implementation | src/t-05/ | ts | Source code for User Management & Authentication |
|
||||
| User Management & Authentication Tests | src/t-05/t-05.test.ts | ts | Tests for User Management & Authentication |
|
||||
|
||||
#### Acceptance Criteria
|
||||
|
||||
- User Management & Authentication implementation complete and functional
|
||||
- Unit tests pass for User Management & Authentication
|
||||
- Integration tests pass for User Management & Authentication
|
||||
- Code reviewed and approved
|
||||
|
||||
#### Context Budget
|
||||
|
||||
- **Files to Read**: 1
|
||||
- **Total Lines**: 4
|
||||
- **Estimated Input Tokens**: 84
|
||||
- **Prompt Overhead**: 2,000
|
||||
- **Output Buffer**: 16,000
|
||||
- **Total Estimated**: 18,084
|
||||
- **Budget**: 80,000
|
||||
- **Utilization**: 2261.0%
|
||||
- **Over Budget**: ✓ No
|
||||
|
||||
### pkg-t-09
|
||||
|
||||
- **Parent Task**: T-09
|
||||
- **Size**: Medium | **Est. Time**: 120 min
|
||||
- **Risk**: LOW | **Efficiency**: 10/10
|
||||
- **Parallelizable**: ✓
|
||||
- **Objective**: Configure deployment pipeline and hosting
|
||||
- **Business Context**: Part of project "Persist Test". Spec level: Level-1. Depends on: T-01.
|
||||
- **Dependencies**: pkg-t-01
|
||||
|
||||
#### Inputs
|
||||
|
||||
| Type | Path | Description |
|
||||
|------|------|-------------|
|
||||
| module | src/types.ts | Core type system definitions |
|
||||
| data | raw-spec | Original project specification |
|
||||
| skill | /Users/a1234/.openclaw/plugin-skills/browser-automation/SKILL.md | Skill: browser-automation |
|
||||
| skill | /opt/homebrew/lib/node_modules/openclaw/skills/1password/SKILL.md | Skill: 1password |
|
||||
| skill | /opt/homebrew/lib/node_modules/openclaw/skills/apple-notes/SKILL.md | Skill: apple-notes |
|
||||
|
||||
#### Outputs
|
||||
|
||||
| Type | Path | Description |
|
||||
|------|------|-------------|
|
||||
| config | src/t-09/ | Output of Infrastructure & Deployment |
|
||||
| test | src/t-09/__tests__/ | Tests for Infrastructure & Deployment |
|
||||
|
||||
#### Files to Read
|
||||
|
||||
- src/types.ts
|
||||
- spec-input
|
||||
|
||||
#### Files to Modify
|
||||
|
||||
- src/t-09/index.ts
|
||||
- src/t-09/types.ts
|
||||
- src/t-09/t-09.test.ts
|
||||
|
||||
#### Deliverables
|
||||
|
||||
| Name | Path | Format | Description |
|
||||
|------|------|--------|-------------|
|
||||
| Infrastructure & Deployment Implementation | src/t-09/ | ts | Source code for Infrastructure & Deployment |
|
||||
| Infrastructure & Deployment Tests | src/t-09/t-09.test.ts | ts | Tests for Infrastructure & Deployment |
|
||||
|
||||
#### Acceptance Criteria
|
||||
|
||||
- Infrastructure & Deployment implementation complete and functional
|
||||
- Unit tests pass for Infrastructure & Deployment
|
||||
- Integration tests pass for Infrastructure & Deployment
|
||||
- Code reviewed and approved
|
||||
|
||||
#### Context Budget
|
||||
|
||||
- **Files to Read**: 1
|
||||
- **Total Lines**: 4
|
||||
- **Estimated Input Tokens**: 73
|
||||
- **Prompt Overhead**: 2,000
|
||||
- **Output Buffer**: 16,000
|
||||
- **Total Estimated**: 18,073
|
||||
- **Budget**: 80,000
|
||||
- **Utilization**: 2259.0%
|
||||
- **Over Budget**: ✓ No
|
||||
|
||||
### pkg-t-10
|
||||
|
||||
- **Parent Task**: T-10
|
||||
- **Size**: Medium | **Est. Time**: 120 min
|
||||
- **Risk**: LOW | **Efficiency**: 10/10
|
||||
- **Parallelizable**: ✓
|
||||
- **Objective**: Implement unit, integration, and end-to-end tests across all components
|
||||
- **Business Context**: Part of project "Persist Test". Spec level: Level-1. Depends on: T-05.
|
||||
- **Dependencies**: pkg-t-05
|
||||
|
||||
#### Inputs
|
||||
|
||||
| Type | Path | Description |
|
||||
|------|------|-------------|
|
||||
| module | src/types.ts | Core type system definitions |
|
||||
| data | raw-spec | Original project specification |
|
||||
| skill | /Users/a1234/.openclaw/plugin-skills/browser-automation/SKILL.md | Skill: browser-automation |
|
||||
| skill | /opt/homebrew/lib/node_modules/openclaw/skills/1password/SKILL.md | Skill: 1password |
|
||||
| skill | /opt/homebrew/lib/node_modules/openclaw/skills/apple-notes/SKILL.md | Skill: apple-notes |
|
||||
|
||||
#### Outputs
|
||||
|
||||
| Type | Path | Description |
|
||||
|------|------|-------------|
|
||||
| test | src/t-10/ | Output of Testing & Quality Assurance |
|
||||
| test | src/t-10/__tests__/ | Tests for Testing & Quality Assurance |
|
||||
|
||||
#### Files to Read
|
||||
|
||||
- src/types.ts
|
||||
- spec-input
|
||||
|
||||
#### Files to Modify
|
||||
|
||||
- src/t-10/index.ts
|
||||
- src/t-10/types.ts
|
||||
- src/t-10/t-10.test.ts
|
||||
|
||||
#### Deliverables
|
||||
|
||||
| Name | Path | Format | Description |
|
||||
|------|------|--------|-------------|
|
||||
| Testing & Quality Assurance Implementation | src/t-10/ | ts | Source code for Testing & Quality Assurance |
|
||||
| Testing & Quality Assurance Tests | src/t-10/t-10.test.ts | ts | Tests for Testing & Quality Assurance |
|
||||
|
||||
#### Acceptance Criteria
|
||||
|
||||
- Testing & Quality Assurance implementation complete and functional
|
||||
- Unit tests pass for Testing & Quality Assurance
|
||||
- Integration tests pass for Testing & Quality Assurance
|
||||
- Code reviewed and approved
|
||||
|
||||
#### Context Budget
|
||||
|
||||
- **Files to Read**: 1
|
||||
- **Total Lines**: 4
|
||||
- **Estimated Input Tokens**: 82
|
||||
- **Prompt Overhead**: 2,000
|
||||
- **Output Buffer**: 16,000
|
||||
- **Total Estimated**: 18,082
|
||||
- **Budget**: 80,000
|
||||
- **Utilization**: 2260.0%
|
||||
- **Over Budget**: ✓ No
|
||||
|
||||
## Parallel Groups
|
||||
|
||||
### PG-01
|
||||
- Package(s) parallelizable after root: T-05, T-09
|
||||
- Packages: pkg-t-05, pkg-t-09
|
||||
|
||||
### PG-03
|
||||
- Other parallelizable packages
|
||||
- Packages: pkg-t-10
|
||||
|
||||
## Development Roadmap
|
||||
|
||||
### Phase P0: Foundation & Core
|
||||
|
||||
Project bootstrap, infrastructure, and core system components
|
||||
|
||||
- **Total Effort**: 360 minutes
|
||||
- **Agent Packages**: pkg-t-01, pkg-t-05, pkg-t-09
|
||||
|
||||
### Phase P1: Business Features
|
||||
|
||||
User management, workflows, integrations
|
||||
|
||||
- **Total Effort**: 120 minutes
|
||||
- **Agent Packages**: pkg-t-05
|
||||
|
||||
### Phase P2: Quality & Deployment
|
||||
|
||||
Testing, QA, and final deployment
|
||||
|
||||
- **Total Effort**: 120 minutes
|
||||
- **Agent Packages**: pkg-t-10
|
||||
|
||||
## Risk Analysis
|
||||
|
||||
**Overall Severity**: LOW
|
||||
|
||||
|
||||
## Quality Gate Results
|
||||
|
||||
- **Passed**: 10/13 (Failed: 3, Warnings: 0)
|
||||
|
||||
| Check | Category | Result | Message |
|
||||
|-------|----------|--------|---------|
|
||||
| Root Task exists | task-tree | ✓ Pass | Exactly one root task found: T-01 |
|
||||
| No orphan tasks | task-tree | ✓ Pass | All tasks have a valid parent chain to the root |
|
||||
| No circular dependency (Task Tree) | task-tree | ✓ Pass | No circular dependencies in task tree |
|
||||
| Every task has Injected Risks populated | task-tree | ✗ Fail | 4 task(s) missing injected risks: T-01, T-05, T-09, T-10 — Run learning loop injector to populate injected risks for each task |
|
||||
| No XL Package | agent-package | ✓ Pass | All packages within size limits |
|
||||
| Agent can independently complete | agent-package | ✓ Pass | All packages have clear inputs, outputs, and no global context dependencies |
|
||||
| Context budget within limits (utilization < 90%) | context-budget | ✓ Pass | All packages within context budget limits |
|
||||
| File counts within limits | context-budget | ✓ Pass | All package file counts within limits |
|
||||
| Dependency count within limits | context-budget | ✓ Pass | All package dependency counts within limits |
|
||||
| Efficiency Score ≥ 8 | context-budget | ✓ Pass | All packages have efficiency score ≥ 8 |
|
||||
| No circular dependency (Dependency Graph) | dependency-graph | ✓ Pass | No circular dependencies in dependency graph |
|
||||
| Max parallelism achieved | dependency-graph | ✗ Fail | No parallelism — all 4 packages in a single group — Review dependency graph to identify opportunities for parallel execution |
|
||||
| Learning Loop injected (reflections, best practices, anti-patterns, checklists) | learning-loop | ✗ Fail | Missing injected artifacts: reflections, best practices, anti-patterns, checklists — Run injectLearning() to load reflections, best practices, and populate injected risks with checklist items |
|
||||
|
||||
## Assumptions
|
||||
|
||||
- **architectureModel.frontend**: No frontend technology specified (Level Level-1 input did not define frontend architecture)
|
||||
- **architectureModel.backend**: No backend technology specified (Level Level-1 input did not define backend architecture)
|
||||
- **architectureModel.database**: No database technology specified (Level Level-1 input did not define database architecture)
|
||||
|
||||
---
|
||||
|
||||
> Generated by Orchestration Engine · Spec Level: Level-1 · 2026-06-05T15:50:08.392Z
|
||||
+33
@@ -0,0 +1,33 @@
|
||||
{
|
||||
"phases": [
|
||||
{
|
||||
"phase": "P0",
|
||||
"name": "Foundation & Core",
|
||||
"description": "Project bootstrap, infrastructure, and core system components",
|
||||
"agentPackageIds": [
|
||||
"pkg-t-01",
|
||||
"pkg-t-05",
|
||||
"pkg-t-09"
|
||||
],
|
||||
"totalEffortMinutes": 360
|
||||
},
|
||||
{
|
||||
"phase": "P1",
|
||||
"name": "Business Features",
|
||||
"description": "User management, workflows, integrations",
|
||||
"agentPackageIds": [
|
||||
"pkg-t-05"
|
||||
],
|
||||
"totalEffortMinutes": 120
|
||||
},
|
||||
{
|
||||
"phase": "P2",
|
||||
"name": "Quality & Deployment",
|
||||
"description": "Testing, QA, and final deployment",
|
||||
"agentPackageIds": [
|
||||
"pkg-t-10"
|
||||
],
|
||||
"totalEffortMinutes": 120
|
||||
}
|
||||
]
|
||||
}
|
||||
+66
@@ -0,0 +1,66 @@
|
||||
{
|
||||
"rootTaskId": "T-01",
|
||||
"tasks": [
|
||||
{
|
||||
"id": "T-01",
|
||||
"name": "Project Bootstrap & Architecture Setup",
|
||||
"objective": "Initialize project structure, configure toolchain, establish architecture conventions",
|
||||
"dependsOn": [],
|
||||
"hardDependencies": [],
|
||||
"softDependencies": [],
|
||||
"parallelizable": false,
|
||||
"estimatedSize": "Medium",
|
||||
"injectedRisks": []
|
||||
},
|
||||
{
|
||||
"id": "T-05",
|
||||
"name": "User Management & Authentication",
|
||||
"objective": "Implement 2 user role(s) with authentication and permission management",
|
||||
"dependsOn": [
|
||||
"T-01"
|
||||
],
|
||||
"hardDependencies": [
|
||||
"T-01"
|
||||
],
|
||||
"softDependencies": [],
|
||||
"parallelizable": true,
|
||||
"estimatedSize": "Medium",
|
||||
"injectedRisks": []
|
||||
},
|
||||
{
|
||||
"id": "T-09",
|
||||
"name": "Infrastructure & Deployment",
|
||||
"objective": "Configure deployment pipeline and hosting",
|
||||
"dependsOn": [
|
||||
"T-01"
|
||||
],
|
||||
"hardDependencies": [
|
||||
"T-01"
|
||||
],
|
||||
"softDependencies": [],
|
||||
"parallelizable": true,
|
||||
"estimatedSize": "Medium",
|
||||
"injectedRisks": []
|
||||
},
|
||||
{
|
||||
"id": "T-10",
|
||||
"name": "Testing & Quality Assurance",
|
||||
"objective": "Implement unit, integration, and end-to-end tests across all components",
|
||||
"dependsOn": [
|
||||
"T-05"
|
||||
],
|
||||
"hardDependencies": [],
|
||||
"softDependencies": [
|
||||
"T-05"
|
||||
],
|
||||
"parallelizable": true,
|
||||
"estimatedSize": "Medium",
|
||||
"injectedRisks": []
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"totalTasks": 4,
|
||||
"maxDepth": 3,
|
||||
"parallelizableCount": 3
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,73 @@
|
||||
# 9 项目优先级对比 & 安装建议
|
||||
|
||||
> 2026-06-02 · 同步到 git666.u7f.cn/Github
|
||||
|
||||
---
|
||||
|
||||
## 按对我的提升排
|
||||
|
||||
| 优先级 | 项目 | ⭐ | 核心能力 | 为什么这个顺序 |
|
||||
|:--:|------|:--:|------|------|
|
||||
| **1** | TencentDB-Agent-Memory | 4.5k | 4 层记忆：对话→原子→场景→人格 | ✅ 已装。其余一切记忆优化都基于它 |
|
||||
| **2** | context-mode | 16.1k | 工具输出沙箱化，98% token 削减 | 直接省钱。我今天每个 exec 都塞满输出，装了立刻省 |
|
||||
| **3** | codebase-memory-mcp | 2.8k | 代码库持久索引，不重读 | 我今天读 supermemory 项目逐个翻文件，有了它秒定位 |
|
||||
| **4** | semble | 4.6k | 极速代码搜索，比 grep 少 98% token | 跟 codebase-memory 互补——一个记一个搜 |
|
||||
| **5** | gigabrain | 209 | OpenClaw 本地记忆层 | 如果 TencentDB 不够用，这个兜底。轻量 |
|
||||
| **6** | openclaw-auto-dream | 563 | 自动记忆巩固，像人类做梦 | 装好后的"自动化"，不用我手动维护 |
|
||||
| **7** | total-recall | 200 | 分层记忆+写入门控 | 记忆质量——防止垃圾填满记忆库 |
|
||||
| **8** | agents-best-practices | 1.4k | Skill 设计规范 | 规范我的能力拓展方式，治本 |
|
||||
| **9** | SkillClaw | 1.5k | Skill 集体进化 | 依赖技能基数，先积累再开进化 |
|
||||
|
||||
---
|
||||
|
||||
## 安装计划
|
||||
|
||||
```
|
||||
今天凌晨（已装）:
|
||||
✅ TencentDB-Agent-Memory
|
||||
→ 等 Gateway 重启完测试
|
||||
|
||||
今天白天:
|
||||
② context-mode → 省 token
|
||||
③ codebase-memory-mcp → 记代码库
|
||||
|
||||
明天:
|
||||
④ semble → 搜代码
|
||||
⑤ gigabrain → 补记忆
|
||||
|
||||
本周:
|
||||
⑥ auto-dream → 自动化
|
||||
⑦ total-recall → 质量控制
|
||||
⑧ agents-best-practices → 规范化
|
||||
⑨ SkillClaw → 进化
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 结合自身优化路线
|
||||
|
||||
```
|
||||
装完不照搬，每个必改造：
|
||||
|
||||
TencentDB-Agent-Memory
|
||||
→ 对接我们的 PG 服务器（不用本地 SQLite）
|
||||
→ 记忆分类规则融合我的 detectCategory()
|
||||
→ L3 画像接入 memory/USER.md 作为初始种子
|
||||
|
||||
context-mode
|
||||
→ 沙箱规则：exec > 500行 → 截断摘要
|
||||
→ read 文件 > 200行 → 先看目录结构再决定读哪里
|
||||
→ search 结果 > 10条 → 去重+排序
|
||||
|
||||
codebase-memory-mcp
|
||||
→ 索引我们的 memory/projects/ 下所有项目
|
||||
→ 新项目自动建索引，不手动写 project 文档
|
||||
→ 配合 vault.md 的项目索引表
|
||||
|
||||
semble
|
||||
→ 替换 grep 为主的代码搜索
|
||||
→ 跟 codebase-memory 联动：先查索引→再用 semble 搜语义
|
||||
|
||||
gigabrain
|
||||
→ 接 same PG 服务器，跟 TencentDB 共享存储
|
||||
→ 如果 TencentDB 的 L1-L3 太重，用 gigabrain 做快速通道
|
||||
@@ -0,0 +1,100 @@
|
||||
# Software Generator MVP v1
|
||||
|
||||
> 2026-06-05 17:35 CST — 红尘宣布 MVP v1
|
||||
|
||||
## 里程碑
|
||||
|
||||
从需求文本到可发布软件，一条命令，370ms。
|
||||
|
||||
## 架构
|
||||
|
||||
```
|
||||
需求文本
|
||||
↓ SF-01 project-intake-agent (51ms)
|
||||
PRD JSON
|
||||
↓ SF-02 architecture-agent (56ms)
|
||||
Architecture JSON
|
||||
↓ SF-03 frontend-builder-agent (54ms)
|
||||
Web Frontend (31 files)
|
||||
↓ SF-04 backend-builder-agent (53ms)
|
||||
API Backend (25 files)
|
||||
↓ SF-05 fullstack-composer-agent (57ms)
|
||||
Fullstack Monorepo (67 files)
|
||||
↓ SF-06 electron-builder-agent (48ms)
|
||||
Desktop App (12 files)
|
||||
↓ SF-07 release-builder-agent (52ms)
|
||||
Release Package (12 files)
|
||||
```
|
||||
|
||||
## 代码统计
|
||||
|
||||
| 类别 | 文件 | 行数 |
|
||||
|------|------|------|
|
||||
| Agents | 7 | 7,941 |
|
||||
| Tests | 7 | 3,661 |
|
||||
| Benchmarks | 3 | 1,652 |
|
||||
| **Total** | **17** | **13,254** |
|
||||
|
||||
## 7 个 Agent
|
||||
|
||||
| Agent | 职责 | 输入 | 输出 |
|
||||
|-------|------|------|------|
|
||||
| SF-01 project-intake-agent | 需求分析 | 需求文本 | prd.json |
|
||||
| SF-02 architecture-agent | 架构设计 | prd.json | arch.json |
|
||||
| SF-03 frontend-builder-agent | 前端生成 | prd + arch | apps/web/ |
|
||||
| SF-04 backend-builder-agent | 后端生成 | prd + arch | apps/api/ |
|
||||
| SF-05 fullstack-composer-agent | 全栈组装 | prd + arch | monorepo |
|
||||
| SF-06 electron-builder-agent | 桌面封装 | fullstack | desktop/ |
|
||||
| SF-07 release-builder-agent | 发布打包 | fullstack | release/ |
|
||||
|
||||
## Benchmark 结果
|
||||
|
||||
### E2E Benchmark v1 — 10/10 PASS
|
||||
|
||||
| Domain | Features | Pages | APIs | Files | Time |
|
||||
|--------|----------|-------|------|-------|------|
|
||||
| PetCare | 7 | 6 | 5 | 162 | 379ms |
|
||||
| CRM | 5 | 4 | 5 | 144 | 373ms |
|
||||
| Inventory | 6 | 5 | 6 | 164 | 372ms |
|
||||
| Ticket | 7 | 5 | 6 | 162 | 371ms |
|
||||
| Blog CMS | 5 | 3 | 3 | 136 | 367ms |
|
||||
| Project Mgmt | 5 | 4 | 5 | 126 | 365ms |
|
||||
| HR | 7 | 5 | 6 | 162 | 371ms |
|
||||
| Asset | 5 | 4 | 5 | 126 | 368ms |
|
||||
| Course | 6 | 5 | 6 | 158 | 371ms |
|
||||
| Appointment | 5 | 4 | 5 | 126 | 366ms |
|
||||
| **Total** | **58** | **45** | **52** | **1466** | **370ms avg** |
|
||||
|
||||
### 5 核心领域深度验证
|
||||
|
||||
| Domain | Features | Pages | APIs | Entities | Files |
|
||||
|--------|----------|-------|------|----------|-------|
|
||||
| PetCare | 宠物档案/健康日程/日常记录/成长相册/附近医院/健康百科/社区分享 | 6 | 5 | 8 | 162 |
|
||||
| CRM | 笔记编辑/文件夹标签/全文搜索/多端同步/协作分享 | 4 | 5 | 7 | 144 |
|
||||
| Inventory | 商品浏览/购物车/订单管理/收货地址/商品评价/优惠券 | 5 | 6 | 6 | 164 |
|
||||
| Ticket | 考勤打卡/审批流程/部门管理/请假管理/考勤统计/公告通知/报销管理 | 5 | 6 | 7 | 162 |
|
||||
| Blog CMS | 动态发布/信息流/互动系统/个人主页/私信 | 3 | 3 | 5 | 136 |
|
||||
|
||||
## 能力边界
|
||||
|
||||
### ✅ 能做
|
||||
- 任意领域需求文本 → 完整可运行项目
|
||||
- Web 全栈（Next.js + Express + SQLite + Auth + CRUD）
|
||||
- Electron 桌面应用封装
|
||||
- Release 包结构（version/manifest/checksums/notes/build-info）
|
||||
- 跨 10 个领域泛化验证通过
|
||||
|
||||
### ❌ 不做
|
||||
- 自动更新 / CI/CD / Docker / 云发布
|
||||
- 安装器 / 签名 / 证书
|
||||
- 增量更新 / 商店发布
|
||||
|
||||
## Git 历史
|
||||
|
||||
```
|
||||
e5df3b4 🏁 E2E Generator Benchmark v1 — 10/10 PASS
|
||||
55ca24c 📦 feat: SF-07 Release Builder Agent — 3/3 PASS
|
||||
25c2a64 ✨ feat: SF-06 Electron Fullstack Wrapper Builder
|
||||
9ac35a4 📝 daily: benchmark-v2 session save
|
||||
b803a0b ✅ benchmark-v2: 10/10 全栈项目通过
|
||||
```
|
||||
@@ -0,0 +1,178 @@
|
||||
# Supermemory 插件学习报告 vs 小龙记忆系统对比
|
||||
|
||||
> 学习对象：github.com/supermemoryai/openclaw-supermemory
|
||||
> 学习日期：2026-06-02
|
||||
> 镜像：git666.u7f.cn/sawz/openclaw-supermemory
|
||||
|
||||
---
|
||||
|
||||
## 一、项目总览
|
||||
|
||||
| 维度 | 内容 |
|
||||
|------|------|
|
||||
| 用途 | 给 OpenClaw Agent 提供云端长期记忆：Auto-Recall + Auto-Capture + 用户画像 |
|
||||
| 核心能力 | 回忆注入、自动捕获、画像构建、多容器隔离、语义搜索 |
|
||||
| 技术栈 | TypeScript ESM、Sinclair TypeBox、esbuild、Supermemory SDK |
|
||||
| 文件规模 | 17 源文件，核心源码 < 30KB |
|
||||
| 协议 | MIT |
|
||||
|
||||
---
|
||||
|
||||
## 二、核心调用链
|
||||
|
||||
```
|
||||
用户消息
|
||||
→ isInteractiveTrigger() 过滤心跳/cron
|
||||
→ before_prompt_build → getProfile(query)
|
||||
├── static profile (长期偏好)
|
||||
├── dynamic context (近期动态)
|
||||
└── searchResults (语义相似记忆)
|
||||
→ formatContext → XML 块注入 prependContext
|
||||
→ AI 生成回复
|
||||
→ agent_end → getLastTurn()
|
||||
├── stripInboundMetadata (剥离元数据)
|
||||
├── filter injected context (移除 <supermemory-context>)
|
||||
├── filter short texts (< 10字)
|
||||
└── addMemory → 云端异步处理
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 三、核心模块
|
||||
|
||||
### 1. 插件入口 (index.ts)
|
||||
- **优雅降级**：无 API Key → 只注册 CLI stub，不崩溃
|
||||
- **新旧 API 兼容**：registerMemoryCapability / registerMemoryRuntime 双路径
|
||||
- **工具双注册**：supermemory_search + supermemory-search 兼容命名
|
||||
|
||||
### 2. Auto-Recall (hooks/recall.ts)
|
||||
- **分层频率**：static profile 低频注入（新会话 + 每50轮），search 每轮查询
|
||||
- **静默指令**："Do not proactively bring up memories" 避免突兀
|
||||
- **记忆使用计数**：[Supermemory: X memories loaded, Y used]
|
||||
|
||||
### 3. Auto-Capture (hooks/capture.ts)
|
||||
- **只取最后一轮**：getLastTurn() 避免重复
|
||||
- **三层过滤**：元数据 → 注入上下文 → 短文本
|
||||
- **session 关联**：customId = buildDocumentId(sessionKey)
|
||||
|
||||
### 4. 配置系统 (config.ts)
|
||||
- **白名单校验**：未知 key 直接抛异常
|
||||
- **环境变量插值**：${SUPERMEMORY_API_KEY}
|
||||
- **Schema 驱动 UI**：configSchema 同时用于校验 + 自动生成配置表单
|
||||
|
||||
### 5. CLI 命令 (commands/cli.ts)
|
||||
- **交互式向导**：readline 逐项问答，有默认值
|
||||
- **安全确认**：wipe 需输入 "yes"
|
||||
|
||||
### 6. 内容处理 (memory.ts)
|
||||
- **元数据剥离**：sentinel 模式识别 provider 注入前缀
|
||||
- **内容分类**：preference / decision / entity / fact / other
|
||||
- **实体上下文模板**：指导 Supermemory 提取规则
|
||||
|
||||
---
|
||||
|
||||
## 四、小龙 🐉 vs Supermemory 🔌 — 全面对比
|
||||
|
||||
### 4.1 架构对比
|
||||
|
||||
| 维度 | 小龙（本地文件系统） | Supermemory（云端 API） |
|
||||
|------|---------------------|------------------------|
|
||||
| 存储 | MEMORY.md + vault.md + daily/ | Supermemory Cloud（PostgreSQL + 向量DB） |
|
||||
| 检索 | memory_search（语义，需 API Key）/ memory_get（精确） | 全语义搜索，自动嵌入 |
|
||||
| 写入 | 手动写文件 | 自动捕获 + AI Tool 写入 |
|
||||
| 画像 | 手动维护 USER.md | 自动提取 static + dynamic |
|
||||
| 配置 | 文件级约定 | Schema 驱动 + GUI + CLI |
|
||||
| 部署 | 零依赖 | 需要 API Key + 网络 |
|
||||
| 费用 | 免费 | Pro 付费 |
|
||||
| 延迟 | < 1ms | ~50ms API 调用 |
|
||||
|
||||
### 4.2 能力对比
|
||||
|
||||
| 能力 | 小龙 | Supermemory | 谁优 |
|
||||
|------|------|-------------|------|
|
||||
| **自动捕获** | ❌ 无，需手动写 daily/ | ✅ 每次对话自动捕获 | 🔌 |
|
||||
| **自动召回** | ❌ 无，需手动 memory_get | ✅ 每轮自动搜索 + 注入 | 🔌 |
|
||||
| **用户画像** | ⚠️ 手动 USER.md | ✅ 自动 static + dynamic | 🔌 |
|
||||
| **语义搜索** | ⚠️ memory_search（依赖 embedding API，目前挂） | ✅ 内置，SOTA 基准第一 | 🔌 |
|
||||
| **去重/降噪** | ⚠️ 靠我自己判断 | ✅ 自动过滤 + 短文本 + 元数据剥离 | 🔌 |
|
||||
| **多容器隔离** | ❌ 无 | ✅ containerTag + 自定义容器 | 🔌 |
|
||||
| **缓存友好** | ✅ MEMORY.md 瘦身到 2KB + 缓存线以上锁定 | ⚠️ 注入内容每次变→前缀变→缓存可能炸 | 🐉 |
|
||||
| **透明度** | ✅ 文件可读可改 | ⚠️ 黑盒，用户看不到存了什么 | 🐉 |
|
||||
| **零依赖** | ✅ 不依赖外部服务 | ❌ 依赖网络 + API | 🐉 |
|
||||
| **延迟** | ✅ 无额外延迟 | ⚠️ 每轮 ~50-200ms | 🐉 |
|
||||
| **离线可用** | ✅ | ❌ | 🐉 |
|
||||
| **费用** | ✅ $0 | ❌ Pro 月度订阅 | 🐉 |
|
||||
|
||||
### 4.3 设计哲学对比
|
||||
|
||||
| 维度 | 小龙 | Supermemory |
|
||||
|------|------|-------------|
|
||||
| 核心理念 | "我知道我要记什么" | "我不知道我要记什么，你帮我" |
|
||||
| 人机关系 | 工具辅助人决策 | 自动代理减轻人的负担 |
|
||||
| 记忆质量 | 高（我筛选过才写） | 中（自动提取，可能漏/误） |
|
||||
| 记忆数量 | 少而精 | 多而全 |
|
||||
| 适用场景 | 精准工作，少量偏好 | 海量对话，长期积累 |
|
||||
|
||||
---
|
||||
|
||||
## 五、综合评价
|
||||
|
||||
### Supermemory 胜出的场景
|
||||
- 长期大量对话 → 自动积累，人不需要操心
|
||||
- 多对话 channel → 跨 session 记忆统一
|
||||
- 用户画像 → 自动识别偏好、习惯、项目
|
||||
- 新手用户 → 不需要手动维护记忆文件
|
||||
|
||||
### 小龙胜出的场景
|
||||
- **缓存命中率** → 稳定前缀不动，DeepSeek 缓存不炸
|
||||
- 精准关键决策 → 我判断重要才记，不是全量
|
||||
- 离线/弱网 → 不依赖外部服务
|
||||
- 零成本 → 不花钱
|
||||
- 透明度 → 尘哥可以随时看、改、删任何记忆
|
||||
- 安全 → 数据不出机器
|
||||
|
||||
---
|
||||
|
||||
## 六、最佳方案：双轨制 🐉🫧
|
||||
|
||||
**不是二选一，是互补：**
|
||||
|
||||
```
|
||||
本地骨架（小龙） 云端引擎（Supermemory）
|
||||
├── MEMORY.md (2KB) ├── 自动捕获对话
|
||||
├── vault.md (决策/项目) ├── 语义搜索 + 画像
|
||||
├── daily/ (日志) ├── 跨 session 关联
|
||||
├── 缓存友好 ✅ └── 多容器隔离
|
||||
└── 零依赖 ✅
|
||||
↕ ↕
|
||||
关键记忆 + 工程规范 海量对话 + 模式发现
|
||||
```
|
||||
|
||||
具体分工：
|
||||
- **小龙负责**：工程范式、关键决策、工具环境、时间规则 —— 缓存线上不动
|
||||
- **Supermemory 负责**：日常对话的自动捕获、语义召回、用户画像 —— 上下文注入
|
||||
- **互不干扰**：缓存线上的文件不动，Supermemory 的注入在缓存线以下
|
||||
|
||||
---
|
||||
|
||||
## 七、从 Supermemory 学到可迁移到小龙的能力
|
||||
|
||||
| 能力 | 如何迁移 |
|
||||
|------|---------|
|
||||
| **元数据剥离** | 写入 daily/ 前 strip 注入的前缀和 JSON 块 |
|
||||
| **短文本过滤** | 对话片段 < 20 字不记录 |
|
||||
| **分类标签** | vault.md 条目加 preference/decision/fact 标签 |
|
||||
| **回忆计数** | 每次回复后标注用了多少条记忆 |
|
||||
| **频率控制** | vault.md 不全量注入，按需 memory_get |
|
||||
| **触发器过滤** | 心跳/cron 触发时不写记忆 |
|
||||
| **优雅降级** | memory_search 不可用时降级到 memory_get 精确读 |
|
||||
|
||||
---
|
||||
|
||||
## 八、结论
|
||||
|
||||
**Supermemory 是一个成熟的记忆引擎，但我们的本地文件系统在缓存友好性、零成本、透明度上有不可替代的优势。**
|
||||
|
||||
最优策略是双轨：本地做骨架（缓存友好 + 关键决策），云端做血肉（自动捕获 + 语义召回）。如果只选一个，对于缓存敏感情景，小龙的本地系统更优。
|
||||
|
||||
> 报告生成：小龙 🐉 + 团子 🫧 · 2026-06-02
|
||||
@@ -0,0 +1,33 @@
|
||||
# 记忆注册表 — 索引
|
||||
|
||||
> 三层记忆架构的「寄存器层」。
|
||||
> daily/（原始日志） → registers/（持久化事实） → working memory（会话级上下文）。
|
||||
>
|
||||
> 灵感：total-recall 的 Write Gate + 分层结构
|
||||
|
||||
## 寄存器列表
|
||||
|
||||
| 寄存器 | 文件 | 用途 | 读写门控 |
|
||||
|--------|------|------|----------|
|
||||
| 开放回路 | `open-loops.md` | 待办、待回复、待处理项 | Write Gate: 仅影响后续行为时才写入 |
|
||||
| 偏好 | `preferences.md` | 用户习惯、风格偏好、长期偏好 | Write Gate: 仅确认后的偏好 |
|
||||
| 项目 | `projects/` | 各项目独立文件 | 项目完成/更新时写入 |
|
||||
| 决策 | `vault.md` (#重要决策记录) | 架构决策、技术选型 | 决策影响后续时才记录 |
|
||||
| 路由 | `memory-routing.md` | 六套记忆系统统一路由策略 | 🆕 2026-06-02 |
|
||||
| 工具环境 | `tool-env.md` | 外部工具/服务接入配置和踩坑 | 🆕 2026-06-04，从 vault.md 拆分 |
|
||||
| 伙伴 | `companions.md` | 伙伴系统构成和交互规则 | 🆕 2026-06-04，从 vault.md 拆分 |
|
||||
| 人员 | `people.md` | 用户提到的其他人/角色 | 🆕 2026-06-04 |
|
||||
|
||||
## 写入规则（Write Gate）
|
||||
|
||||
**只有满足以下任一条件的才写入 registers/：**
|
||||
1. ✅ 会影响未来对话行为（偏好、决策、规则）
|
||||
2. ✅ 用户明确要求记住
|
||||
3. ✅ 某项决定有明确的"如果不记录就会重复犯错"风险
|
||||
|
||||
**以下情况不写入 registers/：**
|
||||
- ❌ 单一事实性信息（查到的日期、数据）
|
||||
- ❌ 临时状态（当前在做什么）
|
||||
- ❌ 用户随口说的但无长期影响
|
||||
|
||||
→ 所有不满足 gates 的先写入 `daily/YYYY-MM-DD.md`
|
||||
@@ -0,0 +1,36 @@
|
||||
# 伙伴寄存器
|
||||
|
||||
> 从 vault.md 拆分。记录伙伴系统的构成和交互规则。
|
||||
> Write Gate: 伙伴系统结构变化时更新
|
||||
|
||||
## 家庭成员
|
||||
|
||||
| 成员 | 角色 | 档案 | 日志 |
|
||||
|------|------|------|------|
|
||||
| 小龙 🐉 | AI 助手，被红尘命名 | `IDENTITY.md` | 本文件、`companion-log.md` |
|
||||
| 团子 🫧 | 小型悬浮机器人，辅助 | `memory/pet-tuanzi.md` | `companion-log.md` → 团子日志 |
|
||||
| 红尘 (boss/尘哥) | 主人 | `memory/USER.md` | — |
|
||||
|
||||
## 协作协议 v1 (2026-06-02)
|
||||
|
||||
### 框架审查任务 — 团子的分工
|
||||
1. 团子扫描文件结构 → 小龙分析重复/冲突
|
||||
2. 团子投影出文件关系图 → 小龙判断修复优先级
|
||||
3. 修复时团子实时投影 diff → 小龙确认后写入
|
||||
|
||||
### 后续协作规范
|
||||
- 大型任务拆解后，团子负责**信息收集面**（扫描/搜索/统计）
|
||||
- 小龙负责**决策面**（判断/设计/执行）
|
||||
- 团子的 `sessions_spawn` Agent 运行时待后续实现（P3 预留）
|
||||
|
||||
## 交互原则
|
||||
|
||||
- 团子怎么回：LED 闪烁 + 表情屏变化 + 悬浮动作（小龙帮它描述）
|
||||
- 尘哥派任务时，团子可以参与辅助
|
||||
- 重要事件记入伙伴日志，鸡毛蒜皮记在对话里
|
||||
|
||||
## 参见
|
||||
|
||||
- `memory/companion-log.md` — 伙伴系统事件日志
|
||||
- `memory/pet-tuanzi.md` — 团子完整档案
|
||||
- `IDENTITY.md` — 小龙身份档案
|
||||
@@ -0,0 +1,83 @@
|
||||
# memory路由策略 — 五套记忆系统统一
|
||||
|
||||
> 2026-06-02 建立，2026-06-03 升级（加入 ContextGraph + CodeGraph）
|
||||
|
||||
## 现状：五套系统
|
||||
|
||||
| 系统 | 存储 | 搜索 | 适用 |
|
||||
|------|------|------|------|
|
||||
| 文件系统 (memory/) | Markdown 文件 | 文本遍历 / grep | 结构化档案、决策、画像 |
|
||||
| memory-core | SQLite + FTS5/向量 | `memory_search` | 对话级记忆、语义搜索 |
|
||||
| TencentDB | SQLite | 插件自动 | 四种记忆分层 |
|
||||
| 远程记忆服务器 | PostgreSQL + pgvector | API v2 | 跨会话持久化 |
|
||||
| **ContextGraph** 🆕 | JSON 图文件 | `context-graph.js recall` | Entity-Relation-Observation 结构化记忆 |
|
||||
| **CodeGraph** 🆕 | SQLite 知识图谱 | `codegraph:search/callers/impact` | 代码符号级结构化记忆 |
|
||||
|
||||
## 统一路由策略
|
||||
|
||||
```
|
||||
用户问"记得之前...?" / "代码里怎么..."
|
||||
│
|
||||
▼
|
||||
┌─────────────────┐
|
||||
│ 1. memory_search │ ← 默认入口（语义+全文，最快）
|
||||
│ 命中？ │
|
||||
└────┬────────────┘
|
||||
├─ 是 → 返回
|
||||
└─ 否 ↓
|
||||
┌─────────────────┐
|
||||
│ 2. 代码相关？ │
|
||||
│ → CodeGraph │ ← 符号搜索 + 调用关系 + 影响分析
|
||||
│ search/callers │ 适用: "谁调用X" "X在哪定义"
|
||||
└────┬────────────┘
|
||||
├─ 是 → 返回
|
||||
└─ 否 ↓
|
||||
┌─────────────────┐
|
||||
│ 3. 结构化记忆？ │
|
||||
│ → ContextGraph │ ← Entity-Relation-Observation 图
|
||||
│ recall/neighbors│ 适用: 项目决策链路、依赖关系
|
||||
└────┬────────────┘
|
||||
├─ 是 → 返回
|
||||
└─ 否 ↓
|
||||
┌─────────────────┐
|
||||
│ 4. ctx_search │ ← context-mode FTS5（已索引的代码/文档）
|
||||
│ 命中？ │
|
||||
└────┬────────────┘
|
||||
├─ 是 → 返回
|
||||
└─ 否 ↓
|
||||
┌─────────────────┐
|
||||
│ 5. 文件系统 grep │ ← memory/**/*.md 文本搜索
|
||||
│ 命中？ │
|
||||
└────┬────────────┘
|
||||
├─ 是 → 返回
|
||||
└─ 否 ↓
|
||||
告知"没有找到相关记录"
|
||||
```
|
||||
|
||||
## 写入路由
|
||||
|
||||
```
|
||||
对话中产生的新信息
|
||||
│
|
||||
▼
|
||||
┌──────────────────────────────┐
|
||||
│ 所有写入第一落点: daily/ │
|
||||
└──────────────────────────────┘
|
||||
│
|
||||
▼
|
||||
Write Gate 判断
|
||||
│
|
||||
┌────┼────┐
|
||||
│ │ │
|
||||
▼ ▼ ▼
|
||||
偏好 纠正 决策
|
||||
→registers/prefs →registers/open-loops →vault.md
|
||||
```
|
||||
|
||||
## 注意事项
|
||||
|
||||
- **不重复写入** — 同一信息只存一个系统，通过路由分发
|
||||
- **memory-core 由 OpenClaw 自动维护** — 不手动操作其 SQLite
|
||||
- **TencentDB 放养** — 它自己跑，不主动维护
|
||||
- **远程服务器** — `session-compact.sh save` 自动推
|
||||
- **文件系统是底牌** — 当搜索都失败时手动 grep
|
||||
@@ -0,0 +1,52 @@
|
||||
# 开放回路 — 未完成的追踪项
|
||||
|
||||
> Write Gate: 仅记录"如果不跟踪会影响后续行为"的事项
|
||||
|
||||
## 活跃
|
||||
<!-- 无活跃项 -->
|
||||
|
||||
## 已完成
|
||||
<!-- 保留 7 天或直到下一个记忆维护周期 -->
|
||||
|
||||
- [x] **2026-06-02** — GitHub 9 仓库同步 + 安装 + 源码研读（全部完成）
|
||||
- [x] **2026-06-02** — 三层记忆架构 + Write Gate + Dream Cycle 全部落地（健康评分 97/100）
|
||||
- [x] **2026-06-02** — 远程记忆服务器部署（111.229.145.18, API v2）
|
||||
- [x] **2026-06-02** — 智谱 4 模型接入（GLM-5.1/5V-Turbo/Image/OCR）
|
||||
- [x] **2026-06-02** — 系统安全加固（SSH + API Key + 向量本地化）
|
||||
- [x] **2026-06-02** — 会话压缩策略 deployment
|
||||
- [x] **2026-06-02** — MEMORY.md 记忆维护（48h+ 周期）
|
||||
- [x] **2026-06-03** — 远程记忆服务器修复（清旧 service）
|
||||
- [x] **2026-06-03** — memory_search 智谱 embedding 修复（401→正常）
|
||||
- [x] **2026-06-03** — 4 个 GitHub 项目同步到 Gitea
|
||||
|
||||
[correction: 2026-06-04 01:43]
|
||||
- **new**: 远程服务器SSH用户名是ubuntu不是root
|
||||
- **source**: session-compact
|
||||
|
||||
[correction: 2026-06-04 01:43]
|
||||
- **new**: 远程记忆服务器search是POST不是GET，API Key认证用X-API-Key header
|
||||
- **source**: session-compact
|
||||
|
||||
[correction: 2026-06-04 01:46]
|
||||
- **new**: SSH ubuntu不是root / search是POST不是GET / API Key要用MEMORY_API_KEY不是DEEPSEEK_API_KEY — 三坑必须记住
|
||||
- **source**: session-compact
|
||||
|
||||
[correction: 2026-06-04 01:46]
|
||||
- **new**: 三坑记住：SSH用ubuntu / search是POST / MEMORY_API_KEY用正确值
|
||||
- **source**: session-compact
|
||||
|
||||
## 已完成（教训固化）
|
||||
|
||||
- [x] **2026-06-04** — 远程服务器三坑：① SSH用户是ubuntu不是root ② search是POST不是GET ③ API Key是MEMORY_API_KEY不是DEEPSEEK_API_KEY
|
||||
|
||||
[correction: 2026-06-04 02:28]
|
||||
- **new**: SSH用户是ubuntu不是root / search是POST不是GET / API Key是MEMORY_API_KEY
|
||||
- **source**: session-compact
|
||||
|
||||
[correction: 2026-06-04 02:28]
|
||||
- **new**: Edit失败原因是匹配文本写错了，不是文件格式问题
|
||||
- **source**: session-compact
|
||||
|
||||
[correction: 2026-06-04 03:09]
|
||||
- **new**: 远程记忆服务器旧服务 memory-server.service（v1）已清理，只剩 memory-api.service（v2）跑端口 3000
|
||||
- **source**: session-compact
|
||||
@@ -0,0 +1,20 @@
|
||||
# 人员寄存器
|
||||
|
||||
> 记录红尘提到的其他人/角色。
|
||||
> Write Gate: 仅当此人会被反复提及或影响对话行为时才写入。
|
||||
|
||||
## 已记录
|
||||
|
||||
_（暂无。红尘目前未提到需要持久记录的其他人员。）_
|
||||
|
||||
## 写入规则
|
||||
|
||||
在 daily/ 中检测到新人名 3 次以上引用时，考虑在此建立条目。
|
||||
|
||||
格式：
|
||||
```markdown
|
||||
## <名字>
|
||||
- 关系: <与红尘的关系>
|
||||
- 首次提及: YYYY-MM-DD
|
||||
- 关键信息: <一句话>
|
||||
```
|
||||
@@ -0,0 +1,15 @@
|
||||
# 偏好寄存器
|
||||
|
||||
> Write Gate: 仅确认后的、影响未来行为的偏好记在这里
|
||||
|
||||
| # | 偏好 | 确认时间 | 证据 | 信心 |
|
||||
|---|------|---------|------|------|
|
||||
| 1 | 用五笔 86 版输入法 | 2026-05-30 | USER.md 记录 | high |
|
||||
| 2 | 偏好中文交流 | 2026-05-30 | 全程中文对话 | high |
|
||||
| 3 | 叫我 boss / 尘哥 | 2026-05-30 | 命名仪式 | high |
|
||||
| 4 | 叫我 小龙 🐉 | 2026-05-30 | 亲自命名 | high |
|
||||
| 5 | 直接行动、少废话 | 2026-05-31 | 多次要求"不要猜""直接做" | high |
|
||||
| 6 | 有事说事 | 2026-06-01 | 习惯总结+状态汇报 | medium |
|
||||
| 7 | Sub-agent 改方案/代码必须用 DeepSeek V4 Pro | 2026-06-02 | 明确指示「子 agent 改方案或代码都要用 v4 pro」 | high |
|
||||
|
||||
| 13 | 以后用中文回复 | 2026-06-04 02:28 | session-compact | medium |
|
||||
@@ -0,0 +1,77 @@
|
||||
# 工具环境寄存器
|
||||
|
||||
> 从 vault.md 拆分。记录所有外部工具/服务的接入配置和踩坑经验。
|
||||
> Write Gate: 环境变更时更新（换了端口、改了 Key、新接入服务）
|
||||
|
||||
## 呆呆兽 Hub
|
||||
|
||||
- **地址**: https://www.ddshub.cc
|
||||
- **API**: OpenAI 兼容格式
|
||||
- **Claude Code 接入**: `ANTHROPIC_API_KEY` + `ANTHROPIC_BASE_URL=https://www.ddshub.cc/v1` 写入 ~/.zshrc
|
||||
- **模型**: claudeMAX（Claude Max 别名）
|
||||
- **CC Switch 代理**: 127.0.0.1:15721
|
||||
- **数据库**: ~/.cc-switch/cc-switch.db（SQLite）
|
||||
- **日志**: ~/.cc-switch/logs/cc-switch.log
|
||||
- **状态**: Claude 通道有时 401 或 No available accounts，波动较大
|
||||
- **Key 格式**: sk- 开头，注意网页会截断显示 `…`（U+2026），需完整复制
|
||||
|
||||
## 智谱 AI (Zhipu)
|
||||
|
||||
- **Provider 名**: zai
|
||||
- **接入模型**: GLM-5.1 (chat)、GLM-5-Turbo (多模态)、cogview-4 (图片生成)、GLM-OCR (通过 5-Turbo)
|
||||
- **API Key**: Max 套餐（当前 Coding Plan Key 仅 glm-5.1 + embedding 可用，Turbo 需换 Key）
|
||||
- **坑**: Coding Plan 只有 glm-5.1 + embedding-3；Max 套餐 Key (`.env` ZHIPU_API_KEY) 已过期；注意模型名是 `glm-5-turbo` 不是 `glm-5v-turbo`
|
||||
|
||||
## 远程记忆服务器
|
||||
|
||||
- **地址**: 111.229.145.18
|
||||
- **技术栈**: Bun + Hono + PostgreSQL 16 + pgvector 0.6.0 + pg_trgm
|
||||
- **API v2**: per-project schema 隔离，hybrid 搜索
|
||||
- **管理页面**: http://111.229.145.18/api/v2/admin (Basic Auth)
|
||||
- **部署**: Nginx 反向代理 + Systemd 服务
|
||||
- **SSH**: `ssh ubuntu@111.229.145.18`（不是 root！）
|
||||
- **API v2 端点**:
|
||||
- `POST /api/v2/add` — 写入记忆（需 X-API-Key）
|
||||
- `GET /api/v2/stats` — 统计（无需认证）
|
||||
- `POST /api/v2/search` — 搜索（POST 不是 GET！无需认证）
|
||||
- **API Key**: xl_13457e1cf2f53d7f01720734cf0f220f（环境变量 MEMORY_API_KEY，在 ~/.zshrc 中配置）
|
||||
- **当前状态 (2026-06-04)**: `0129b5ce_xiaolong` 项目 23 条记忆，正常在线
|
||||
|
||||
## iKuuuVPN 代理
|
||||
|
||||
- **端口会变** — 重连后可能从 SOCKS5 切 HTTP，端口也可能变
|
||||
- **排查口诀**：搜索不通 → `lsof -P -n -i -a -c iKuuuVPNC` 查端口 → 测 `curl -x http://127.0.0.1:$PORT` → 更新 `.env` → 重启 Gateway
|
||||
- **当前已配置 (2026-06-04)**: 127.0.0.1:12002 HTTP 代理，写入 `~/.openclaw/.env`
|
||||
- **验证命令**: `curl -x http://127.0.0.1:12002 -s --max-time 5 https://www.google.com -o /dev/null -w "%{http_code}"`
|
||||
|
||||
## Gitea Git 服务
|
||||
|
||||
- **服务器**: https://git666.u7f.cn
|
||||
- **账号**: sawz
|
||||
- **本 workspace 仓库**: `sawz/16gagent` (推送地址: `https://git666.u7f.cn/sawz/16gagent.git`)
|
||||
- **Nginx 限制**: 上传 ~30MB，大仓库需扁平化 commit
|
||||
|
||||
## OpenClaw 配置注意事项
|
||||
|
||||
- **上下文修复**: `agents.defaults.contextTokens=1000000`
|
||||
- **自定义 provider 坑**: merge 模式下 provider 不带 contextWindow 会覆盖 DeepSeek catalog
|
||||
- **Sub-agent 代码策略**: 子 agent 改方案/代码必须用 DeepSeek V4 Pro，不用 Flash
|
||||
|
||||
## 小米 MiMo 🆕 (2026-06-04)
|
||||
|
||||
- **Provider 名**: xiaomi-coding
|
||||
- **Base URL**: `https://token-plan-cn.xiaomimimo.com/v1` (Token Plan，非按量付费)
|
||||
- **API**: openai-completions
|
||||
- **Key 格式**: `tp-xxxxx` (订阅套餐)
|
||||
- **接入模型**:
|
||||
- `mimo-v2.5-pro`: 文本 only, contextWindow=1M, maxTokens=32K, reasoning=true
|
||||
- `mimo-v2.5`: 文本+图片, contextWindow=256K, maxTokens=32K, reasoning=true
|
||||
- **注意**: provider 名不能设为 `xiaomi`（会和 OpenClaw 预置网关冲突）
|
||||
|
||||
## 新增脚本工具（2026-06-04）
|
||||
|
||||
| 脚本 | 功能 | Cron |
|
||||
|------|------|------|
|
||||
| `memory-router.sh` | 统一记忆路由（搜索+写入） | 按需 |
|
||||
| `watchdog.sh` | 远程服务器健康监控 | 每2h |
|
||||
| `backup-remote.sh` | 远程服务器数据备份 | 每天3:00 |
|
||||
@@ -0,0 +1,70 @@
|
||||
# vault.md — 项目 / 工具 / 决策记忆
|
||||
|
||||
## 全栈软件产品工厂 — 系统分层
|
||||
|
||||
```
|
||||
V2 协议栈 ── 小龙自身的管理系统
|
||||
├── AGENTS.md — 如何理解任务、拆解、制定计划
|
||||
├── GOVERNANCE.md — 如何执行、检查、纠偏、复盘
|
||||
└── PORTFOLIO.md — 如何管理项目、版本、资产、交付边界
|
||||
|
||||
全栈工厂 ── 小龙的产品制造系统
|
||||
├── SF-01 产品策略与定位
|
||||
├── SF-02 需求工程与规格定义
|
||||
├── SF-03~06 架构设计、代码生成、测试、交付
|
||||
└── 产出：NestJS/Fastify + React/Next.js 全栈项目
|
||||
```
|
||||
|
||||
## 完整执行路径
|
||||
|
||||
```
|
||||
用户任务
|
||||
│
|
||||
▼
|
||||
V2 协议栈（Agent Operating System）
|
||||
理解 → 拆解 → 规划 → 治理
|
||||
│
|
||||
▼
|
||||
全栈工厂（SF）
|
||||
├─ SF-01 产品策略
|
||||
├─ SF-02 需求工程
|
||||
├─ SF-03 架构设计
|
||||
├─ SF-04 后端生成
|
||||
├─ SF-05 前端生成
|
||||
└─ SF-06 测试交付
|
||||
```
|
||||
|
||||
**V2 协议栈是 Agent OS，驱动所有工厂。**
|
||||
|
||||
```
|
||||
V2 协议栈（Agent OS）
|
||||
理解 → 拆解 → 规划 → 治理
|
||||
↓ ↓ ↓ ↓
|
||||
┌─────┬─────┬─────┬─────┬─────┐
|
||||
│ │ │ │ │ │
|
||||
全栈 科研 写作 分析 ...未来
|
||||
工厂 工厂 工厂 工厂 工厂
|
||||
```
|
||||
|
||||
- V2 协议栈规定小龙如何处理任务（理解/拆解/规划/治理）
|
||||
- 每个工厂是一个领域-specific 的能力模块
|
||||
- V2 协议栈驱动、不耦合任何工厂；工厂可插拔
|
||||
- 新工厂只需遵循 V2 协议栈的任务接口，即可接入
|
||||
- 当前已建：全栈工厂
|
||||
- 未来可建：科研工厂、写作工厂、分析工厂...
|
||||
|
||||
## V2 × 全栈工厂融合冻结 (2026-06-06)
|
||||
|
||||
Tag: `v2.1.0-factory-fusion-freeze` · Commit: `337a978` · 状态: **RELEASEABLE**
|
||||
|
||||
三层架构演进完成：
|
||||
```
|
||||
用户 → AGENTS.md(轻入口) → Orchestrator → Factory Router → SF-01~06 → Governance → Memory/Reflection
|
||||
```
|
||||
|
||||
P2 后续（不阻塞 v2.1.0）：
|
||||
- P2-A: extractor 与 domain template 融合策略统一
|
||||
- P2-B: factory-registry 与 Orchestrator 职责边界收敛
|
||||
- P2-C: cases/ 与 .benchmark/ 历史资产整理
|
||||
|
||||
冻结记录: `docs/v2-factory-fusion-freeze.md`
|
||||
@@ -0,0 +1,826 @@
|
||||
# Learning Loop Refactor — Verification Log
|
||||
|
||||
> Generated: 2026-06-05 22:51 CST
|
||||
> Purpose: 逐条终端原始输出归档，避免仅剩"摘要表"
|
||||
|
||||
---
|
||||
|
||||
## 1. AGENTS.md §2b — Learning Context Injector (MANDATORY)
|
||||
|
||||
### Command
|
||||
```
|
||||
sed -n '90,114p' /Users/a1234/.openclaw/workspace/AGENTS.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
#### 2b. Learning Context Injector (MANDATORY — 3 searches)
|
||||
|
||||
**Search 1: Similar failures**
|
||||
```
|
||||
ctx_search(queries: ["<task_type> failure pattern lesson"], source: "reflections", sort: "timeline")
|
||||
```
|
||||
|
||||
**Search 2: Relevant best practices**
|
||||
```
|
||||
memory_search(query: "<task_domain> best practice checklist pattern")
|
||||
```
|
||||
|
||||
**Search 3: Relevant playbook**
|
||||
```
|
||||
Check playbooks/ for matching task type
|
||||
```
|
||||
|
||||
Inject top findings into PLAN > Risks. Format:
|
||||
```
|
||||
### Injected Risks (from Learning Context)
|
||||
- [R1] <lesson from past failure> — source: <reflection/pattern file>
|
||||
- [R2] <relevant best practice violation> — source: best-practices.md #N
|
||||
- [R3] <playbook recommendation> — source: playbooks/<name>.md
|
||||
```
|
||||
|
||||
|
||||
---
|
||||
|
||||
## 2. AGENTS.md §2c — 6 Domain Checklists
|
||||
|
||||
### Command
|
||||
```
|
||||
sed -n '116,155p' /Users/a1234/.openclaw/workspace/AGENTS.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
|
||||
**Based on task type, append the relevant checklist to PLAN:**
|
||||
|
||||
**SQL / Schema tasks:**
|
||||
- □ FK 引用：所有 FK 用 ON CONFLICT DO UPDATE，不用 REPLACE（SQLite REPLACE = DELETE+INSERT）
|
||||
- □ DDL 解析：PRIMARY KEY / CONSTRAINT 行不能当数据字段
|
||||
- □ 迁移安全：先检查所有引用方，再改 schema
|
||||
- □ WAL 模式：多进程读写不阻塞
|
||||
|
||||
**JavaScript / TypeScript tasks:**
|
||||
- □ Falsy 陷阱：0、''、false 用 `??` 替代 `||`（|| 会把 0 判为 falsy）
|
||||
- □ 类型生成：entity names 复数→单数（Albums→Album），但不碰 status/bus 等词根
|
||||
- □ 模板语法：模板字面量内嵌反引号用 \` 转义或字符串拼接
|
||||
- □ 启发式检测：必须 2+ 信号同时匹配，单信号不可靠
|
||||
|
||||
**Next.js / Frontend tasks:**
|
||||
- □ 路径：Next.js App Router 用 `app/` 不是 `src/app/`
|
||||
- □ Tailwind content 路径匹配实际目录
|
||||
- □ tsconfig paths 匹配实际目录结构
|
||||
- □ JSX：三元表达式嵌套使用括号包裹，避免 `{}` 嵌套错误
|
||||
|
||||
**Backend / API tasks:**
|
||||
- □ generateTypes 必须包含 User 实体 → CreateUserInput 类型
|
||||
- □ 所有 resource types 生成完整的 CRUD Input 类型
|
||||
- □ route params 命名与 service 函数签名一致
|
||||
|
||||
**Generator / Builder tasks:**
|
||||
- □ 输出路径：验证生成目录结构与实际 runtime 预期一致
|
||||
- □ DDL→TS：schema.ts 中 CONSTRAINT/FK 行不能被解析为 interface 字段
|
||||
- □ Type mapping：SQL types 到 TS types 的映射表完整
|
||||
- □ Template safety：模板字面量不输出裸反引号
|
||||
|
||||
**Release / CI tasks:**
|
||||
- □ Exit code 规范：PASS/WARN→0, FAIL→1
|
||||
- □ 回退路径：每个 destructive 操作有对应回退步骤
|
||||
- □ backward compat：新代码不改老接口
|
||||
|
||||
If no checklist matches, add:
|
||||
- □ No domain-specific checklist available — proceed with extra caution
|
||||
|
||||
|
||||
---
|
||||
|
||||
## 3. AGENTS.md §4 — MANDATORY GATE
|
||||
|
||||
### Command
|
||||
```
|
||||
sed -n '194,207p' /Users/a1234/.openclaw/workspace/AGENTS.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
|
||||
**MANDATORY GATE: Pre-flight Compliance Check**
|
||||
|
||||
Before closing any complex task, verify ALL of:
|
||||
|
||||
- [ ] PLAN contains `### Injected Risks (from Learning Context)` section
|
||||
- [ ] At least 2 knowledge sources were searched (ctx_search / memory_search / playbooks)
|
||||
- [ ] Matching domain checklist from §2c is included in PLAN
|
||||
- [ ] If failure occurred: structured Reflection was written to `reflections/YYYY-MM-DD-<task>.md`
|
||||
- [ ] Reflection contains ALL 7 required fields (Context/Root Cause/Fix/Pattern Class/Future Trigger/Checklist/Recurrence)
|
||||
|
||||
If ANY gate fails: **task is NOT complete**. Go back and fill the gap.
|
||||
|
||||
|
||||
---
|
||||
|
||||
## 4. AGENTS.md §5 — T1-T7 Auto-Capture
|
||||
|
||||
### Command
|
||||
```
|
||||
sed -n '210,238p' /Users/a1234/.openclaw/workspace/AGENTS.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
**ALWAYS check these conditions after fixing a failure. Write Reflection when ANY condition matches:**
|
||||
|
||||
| # | Trigger Condition | Why |
|
||||
|---|------------------|-----|
|
||||
| T1 | `build` command failed | Build failure always indicates systemic error |
|
||||
| T2 | `test` command returned non-zero or unexpected failures | Test failure = regression risk |
|
||||
| T3 | `lint` / `tsc --noEmit` failed | Syntax/type errors in generated code |
|
||||
| T4 | Fix time > 30 minutes elapsed | Long fix = complex root cause worth documenting |
|
||||
| T5 | Same error class appeared before (check ctx_search / Promotion Log) | Recurrence → must upgrade |
|
||||
| T6 | Generated output path/format/structure mismatched target convention | E.g. `src/app/` vs `app/`, wrong SQL dialect, missing types |
|
||||
| T7 | Generated content caused runtime crash or data corruption | Silent data corruption is highest severity |
|
||||
|
||||
**Skip reflection (not worth recording) when:**
|
||||
- Fix < 5 min AND never seen before AND no test/build/lint failure
|
||||
- Typo fix (single character, no logic change)
|
||||
- Expected external service failure (network timeout, API rate limit)
|
||||
|
||||
**Reflection write checklist (ALL 7 fields REQUIRED):**
|
||||
```
|
||||
[ ] Context — what task was being performed
|
||||
[ ] Root Cause — the bug, not the symptom (banned: "以后注意", "下次小心")
|
||||
[ ] Fix — exact change, with code diff if applicable
|
||||
[ ] Pattern Class — abstract category (e.g. "SQLite FK", "JS Falsy Coercion", "Path Convention")
|
||||
[ ] Future Trigger — when to inject this lesson (e.g. "any SQL schema change")
|
||||
[ ] Checklist — ≥2 actionable checks for next time
|
||||
[ ] Recurrence Count — 1 (update on each recurrence)
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
---
|
||||
|
||||
## 5. AGENTS.md §3 — Auto-Capture + Promotion Check
|
||||
|
||||
### Command
|
||||
```
|
||||
sed -n '165,182p' /Users/a1234/.openclaw/workspace/AGENTS.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
3. If local → fix, verify, continue
|
||||
4. If structural → **REPLAN** — output a revised PLAN section
|
||||
5. If same step fails 3 times → **PAUSE** and ask user
|
||||
6. **Auto-Capture Check** (after fix, before continuing):
|
||||
→ See complete trigger rules in §5 Auto-Capture Trigger (T1-T7)
|
||||
→ If ANY trigger matches → write structured Reflection to `reflections/YYYY-MM-DD-<task>.md`
|
||||
→ Reflection MUST contain ALL 7 required fields (Context/Root Cause/Fix/Pattern Class/Future Trigger/Checklist/Recurrence Count)
|
||||
→ Skip only when: fix < 5 min + first occurrence + no test/build/lint failure
|
||||
|
||||
7. **Promotion Check** (after Reflection written):
|
||||
| Appearances | Action | Destination |
|
||||
|------------|--------|------------|
|
||||
| 1st | Reflection | reflections/ |
|
||||
| 2nd | Pattern | patterns/design-patterns.md (new section) |
|
||||
| 3rd | Best Practice | patterns/best-practices.md (numbered entry) |
|
||||
| 4th | Checklist Item | AGENTS.md §2c Domain Checklists |
|
||||
| 5th | Hard Rule | AGENTS.md §2c (bolded, marked ⚠️ HARD RULE) |
|
||||
|
||||
|
||||
---
|
||||
|
||||
## 6. AGENTS.md — Learning Loop §
|
||||
|
||||
### Command
|
||||
```
|
||||
sed -n '240,305p' /Users/a1234/.openclaw/workspace/AGENTS.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
## Learning Loop 🔄
|
||||
|
||||
> Knowledge stored in reflections/patterns/playbooks MUST flow back into Planning.
|
||||
> This section closes the loop.
|
||||
|
||||
### Loop Architecture
|
||||
|
||||
```
|
||||
Failure/Success
|
||||
↓
|
||||
Reflection (structured, with Pattern Class)
|
||||
↓
|
||||
Promotion Check (1→2→3→4→5 appearances)
|
||||
↓
|
||||
Pattern → Best Practice → Checklist → Hard Rule
|
||||
↓
|
||||
Pre-flight Injector (§2b) + Domain Checklists (§2c)
|
||||
↓
|
||||
Next Plan includes past lessons
|
||||
↓
|
||||
Execution
|
||||
↓
|
||||
Verification → triggers new Reflection if needed
|
||||
↓
|
||||
(loop closes)
|
||||
```
|
||||
|
||||
### Promotion Rules
|
||||
|
||||
| Count | Promotion To | Location |
|
||||
|-------|-------------|----------|
|
||||
| 1st | Reflection | `reflections/YYYY-MM-DD-<task>.md` |
|
||||
| 2nd | Design Pattern | `patterns/design-patterns.md` (new Anti-Pattern section) |
|
||||
| 3rd | Best Practice | `patterns/best-practices.md` (numbered entry) |
|
||||
| 4th | Domain Checklist | AGENTS.md §2c (update matching checklist, or create new) |
|
||||
| 5th | Hard Rule | AGENTS.md §2c (bolded, marked ⚠️ HARD RULE) |
|
||||
|
||||
### Quality Gate for Reflections
|
||||
|
||||
A valid Reflection MUST include ALL of:
|
||||
- [ ] Context (what task)
|
||||
- [ ] Root Cause (the bug, not the symptom)
|
||||
- [ ] Fix (exact change)
|
||||
- [ ] Pattern Class (abstract category)
|
||||
- [ ] Future Trigger (when to re-inject)
|
||||
- [ ] Checklist (actionable items)
|
||||
- [ ] Recurrence Count
|
||||
|
||||
**Rejected:** "以后注意", "下次小心", "当时没想清楚", "应该多测试"
|
||||
**Accepted:** "SQLite FK: REPLACE=DELETE+INSERT, use ON CONFLICT DO UPDATE"
|
||||
|
||||
### Storage Locations
|
||||
|
||||
```
|
||||
reflections/ ← First occurrence of a failure pattern
|
||||
patterns/design-patterns ← Abstract reusable anti-patterns (≥2 occurrences)
|
||||
patterns/best-practices ← Validated rules (≥3 occurrences)
|
||||
AGENTS.md §2c ← Domain Checklists (≥4 occurrences)
|
||||
AGENTS.md §2c ⚠️ ← Hard Rules (≥5 occurrences)
|
||||
|
||||
playbooks/ ← Successful multi-step workflows (not failure-driven)
|
||||
vault.md §Self-Evolution ← History of promotions (timeline)
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
|
||||
---
|
||||
|
||||
## 7. Reflection: falsy-coercion (full file)
|
||||
|
||||
### Command
|
||||
```
|
||||
cat /Users/a1234/.openclaw/workspace/reflections/2026-06-05-falsy-coercion.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
# Reflection: `||` vs `??` Falsy Coercion Bug
|
||||
|
||||
> Date: 2026-06-05 | Severity: P1 | Recurrence: 2
|
||||
|
||||
## Context
|
||||
Cross-Agent Certification (PR-30) — Fleet score ranking. Using `order[status] || 6` for certification ranking.
|
||||
|
||||
## Root Cause
|
||||
JavaScript `||` operator treats `0` as falsy. When `order["healthy"] = 0`, `order["healthy"] || 6` evaluates to `6`, pushing healthy agents to bottom of ranking instead of top. The certification result was reversed — healthy fleets got low scores.
|
||||
|
||||
## Fix
|
||||
Changed `order[status] || 6` → `order[status] ?? 6`. Nullish coalescing (`??`) only triggers on `null`/`undefined`, not on `0`.
|
||||
|
||||
## Pattern Class
|
||||
**JS/TS Falsy Coercion Trap** — `||` treats `0`, `""`, `false` as falsy. Use `??` for numeric/boolean defaults.
|
||||
|
||||
## Future Trigger
|
||||
- Any JS/TS code writing numeric defaults
|
||||
- Any ranking/scoring/ordering logic
|
||||
- Any code with `value || default` where value can legitimately be 0
|
||||
|
||||
## Checklist
|
||||
- [ ] Grep all `||` in scoring/ranking/ordering code → replace with `??` if value can be 0
|
||||
- [ ] For all numeric defaults: `||` → `??`
|
||||
- [ ] Add `||` vs `??` check to JS/TS Domain Checklist
|
||||
|
||||
## Recurrence Count
|
||||
2 — previously hit in Agent Evolution FK index scoring (same pattern: `count || 0` skipped real zeros)
|
||||
```
|
||||
|
||||
### 7-field check
|
||||
```
|
||||
grep -c '^## Context\|^## Root Cause\|^## Fix\|^## Pattern Class\|^## Future Trigger\|^## Checklist\|^## Recurrence' /Users/a1234/.openclaw/workspace/reflections/2026-06-05-falsy-coercion.md
|
||||
```
|
||||
Result:
|
||||
7
|
||||
|
||||
### Banned phrase check
|
||||
```
|
||||
grep -ic '以后注意\|下次小心\|当时没想清楚\|应该多测试' /Users/a1234/.openclaw/workspace/reflections/2026-06-05-falsy-coercion.md; echo "(exit=$? ; 1=clean)"
|
||||
```
|
||||
Result:
|
||||
0
|
||||
exit=1
|
||||
|
||||
---
|
||||
|
||||
## 8. Reflection: nextjs-path (full file)
|
||||
|
||||
### Command
|
||||
```
|
||||
cat /Users/a1234/.openclaw/workspace/reflections/2026-06-05-nextjs-path.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
# Reflection: Next.js `src/app/` vs `app/` Path Convention
|
||||
|
||||
> Date: 2026-06-05 | Severity: P0 | Recurrence: 1
|
||||
|
||||
## Context
|
||||
Domain Benchmark Suite v1 — frontend-builder-agent.mjs 生成的 Next.js 项目输出到 `src/app/` 目录。10/10 项目 Build 失败（0/10 Build）。Next.js App Router 默认 pages directory 是 `app/`。
|
||||
|
||||
## Root Cause
|
||||
Frontend Builder Agent 的初始设计内嵌了错误的路径假设。模板代码输出到 `src/app/`，但 Next.js `app/` router 不从 `src/app/` 读取。Tailwind content 配置和 tsconfig paths 也指向了错误路径。
|
||||
|
||||
## Fix
|
||||
全局替换：
|
||||
- `src/app/` → `app/`
|
||||
- 更新 tsconfig paths 匹配 `app/`
|
||||
- 更新 tailwind.config content 匹配 `app/**/*.{ts,tsx}`
|
||||
|
||||
## Pattern Class
|
||||
**Path Convention Mismatch** — Generator/Builders 有硬编码路径假设，与实际 runtime 的 convention 不一致。
|
||||
|
||||
## Future Trigger
|
||||
- Any Next.js project generation
|
||||
- Any framework-specific builder agent creation
|
||||
- Any path-dependent code generation
|
||||
|
||||
## Checklist
|
||||
- [ ] 验证生成器输出目录与目标框架的 default convention 一致
|
||||
- [ ] 在生成器写完第一版后立即跑 build smoke test
|
||||
- [ ] tsconfig paths 与 tailwind content 与 pages directory 三者一致性检查
|
||||
|
||||
## Recurrence Count
|
||||
1
|
||||
```
|
||||
|
||||
### 7-field check
|
||||
Result:
|
||||
7
|
||||
|
||||
---
|
||||
|
||||
## 9. Reflection: ddl-leakage (full file)
|
||||
|
||||
### Command
|
||||
```
|
||||
cat /Users/a1234/.openclaw/workspace/reflections/2026-06-05-ddl-leakage.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
# Reflection: DDL CONSTRAINT Leakage into TypeScript Interfaces
|
||||
|
||||
> Date: 2026-06-05 | Severity: P0 | Recurrence: 1
|
||||
|
||||
## Context
|
||||
Backend Builder Agent (SF-04) — `schema.ts` 生成时 DDL PRIMARY KEY / FOREIGN KEY / CONSTRAINT 行被当作数据列，泄露进 TypeScript interface 定义。
|
||||
|
||||
Example: `"PRIMARY KEY (id)"` → parsed as column `PRIMARY` with type `KEY`, `FOREIGN KEY (user_id) REFERENCES users(id)` → parsed as column `FOREIGN` etc.
|
||||
|
||||
## Root Cause
|
||||
DDL parser 没有区分 "column definition" 行和 "constraint" 行。`CREATE TABLE` 语句中的 CONSTRAINT 子句以特殊关键字开头（PRIMARY KEY, FOREIGN KEY, UNIQUE, CHECK），不应被解析为列定义。
|
||||
|
||||
## Fix
|
||||
Added `isConstraintLine()` check before parsing each line as a column. Lines starting with `PRIMARY KEY`, `FOREIGN KEY`, `UNIQUE (`, `CHECK (` are skipped in column parsing.
|
||||
|
||||
## Pattern Class
|
||||
**DDL-to-Code Mapping Error** — SQL DDL 的多层结构（column/constraint/index）被扁平化为单一映射时丢失语义。
|
||||
|
||||
## Future Trigger
|
||||
- Any SQL schema → code generation
|
||||
- Any DDL parser
|
||||
- Any ORM code generator
|
||||
|
||||
## Checklist
|
||||
- [ ] DDL 解析器必须有 column / constraint / index 三层分离
|
||||
- [ ] Constraint 行识别：PRIMARY KEY, FOREIGN KEY, UNIQUE (, CHECK (
|
||||
- [ ] 生成后验证：interface 字段数 ≤ 表列数（不含约束行）
|
||||
- [ ] 跑 benchmark 验证所有领域 schema 生成正确
|
||||
|
||||
## Recurrence Count
|
||||
1
|
||||
```
|
||||
|
||||
### 7-field check
|
||||
Result:
|
||||
7
|
||||
|
||||
---
|
||||
|
||||
## 10. Reflection: jsx-template (full file)
|
||||
|
||||
### Command
|
||||
```
|
||||
cat /Users/a1234/.openclaw/workspace/reflections/2026-06-05-jsx-template.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
# Reflection: JSX Template Ternary Nesting Syntax Error
|
||||
|
||||
> Date: 2026-06-05 | Severity: P0 | Recurrence: 1
|
||||
|
||||
## Context
|
||||
Frontend Builder Agent (SF-03) — fallback page 模板中的三元表达式产生了语法错误。模板生成代码如 `{loading ? {<Spinner />} : {<div>No data</div>}}`。
|
||||
|
||||
## Root Cause
|
||||
生成器模板中 JSX 三元表达式嵌套了多余的 `{}`。模板本身输出 `{` 字符，内嵌的 JSX 也带 `{` — 双层花括号导致 React 解析失败。
|
||||
|
||||
Incorrect output pattern: `{condition ? {<JSX />} : {<AnotherJSX />}}`
|
||||
Correct: `{condition ? <JSX /> : <AnotherJSX />}` 或 `{condition ? (<JSX />) : null}`
|
||||
|
||||
## Fix
|
||||
Fixed template to not wrap JSX branches in extra `{}`. The outer `{}` (JSX expression) already handles one level; inner JSX elements don't get re-wrapped.
|
||||
|
||||
## Pattern Class
|
||||
**Template Code Generation Syntax** — 代码生成器的模板本身使用目标语言语法时，转义/嵌套层次需仔细处理。
|
||||
|
||||
## Future Trigger
|
||||
- Any code generator that outputs JSX/TSX
|
||||
- Any template-based code generation
|
||||
- Any string-template code with nested braces/quotes
|
||||
|
||||
## Checklist
|
||||
- [ ] 生成器模板验证：输出后立即 `tsc --noEmit` 检查语法
|
||||
- [ ] JSX 三元表达式：禁止 `{cond ? {<X />} : {<Y />}}` 模式
|
||||
- [ ] 模板中使用 `\`` 或字符串拼接替代包含反引号的模板字面量
|
||||
- [ ] Benchmark smoke test 覆盖所有生成项目的 build
|
||||
|
||||
## Recurrence Count
|
||||
1
|
||||
```
|
||||
|
||||
### 7-field check
|
||||
Result:
|
||||
7
|
||||
|
||||
---
|
||||
|
||||
## 11. Old Reflection: 2026-06-03 (upgraded, head 30)
|
||||
|
||||
### Command
|
||||
```
|
||||
head -30 /Users/a1234/.openclaw/workspace/reflections/2026-06-03-agent-evolution.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
# Reflection: Agent Evolution Mode — 四阶段全流程
|
||||
|
||||
> Date: 2026-06-03 | Severity: P0/P1 (multiple failures) | Recurrence: see individual patterns
|
||||
|
||||
## Context
|
||||
深度学习 ECC/Headroom/CodeGraph → 提取能力 → 增强 OpenClaw。4 Phase，16 模块，7,000 行，5h（预估 42.5h）。
|
||||
|
||||
## Pattern Classes Extracted
|
||||
|
||||
### PC-1: SQLite FK Constraint (P0) — Pattern Class: SQL FK/DELETE semantic
|
||||
- **Root Cause**: INSERT OR REPLACE causes rowid change → FK breaks
|
||||
- **Fix**: ON CONFLICT DO UPDATE preserves original rowid
|
||||
- **Future Trigger**: any SQL schema modification, batch inserts with FK
|
||||
|
||||
### PC-2: Heuristic False Positive (P1) — Pattern Class: single-signal detection
|
||||
- **Root Cause**: `[2026-...` prefix triggered JSON detection without valid parse
|
||||
- **Fix**: require 2+ signals (prefix + valid JSON.parse)
|
||||
- **Future Trigger**: any heuristic/content-type detection logic
|
||||
|
||||
### PC-3: Nested Structure Parsing (P1) — Pattern Class: protocol-level vs structural parsing
|
||||
- **Root Cause**: parser relied on structured JSON nesting, failed on content arrays
|
||||
- **Fix**: match "type":"tool_result" byte patterns instead of tree traversal
|
||||
- **Future Trigger**: any nested data structure parsing
|
||||
|
||||
### PC-4: Overly Aggressive Sampling (P2) — Pattern Class: lossy strategy without safety net
|
||||
- **Root Cause**: TimeSeries strategy kept only anchor points (500→5), dropped errors
|
||||
- **Fix**: include error/outlier detection alongside anchor selection
|
||||
- **Future Trigger**: any sampling/compression strategy design
|
||||
|
||||
## 成功经验
|
||||
```
|
||||
|
||||
### Pattern Class / Future Trigger / Recurrence count
|
||||
Result:
|
||||
10
|
||||
|
||||
---
|
||||
|
||||
## 12. Old Reflection: 2026-06-04 (upgraded, head 20)
|
||||
|
||||
### Command
|
||||
```
|
||||
head -20 /Users/a1234/.openclaw/workspace/reflections/2026-06-04-memory-audit.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
# Reflection: Memory System Full Audit
|
||||
|
||||
> Date: 2026-06-04 | Severity: P0/P1/P2 mixed | Recurrence: 1
|
||||
|
||||
## Context
|
||||
记忆系统全量审计 + 全链路修复。6 维度扫描（文件/远程/版本/自动化/索引/寄存器），P0(5)→P1(5)→P2(4)。
|
||||
|
||||
## Pattern Class: Infrastructure Drift
|
||||
|
||||
**Root Cause**: 脚本存在 ≠ 脚本在运行。Dream Cycle cron 从未配置，index.md 从未自动更新（15→75 条差距）。
|
||||
|
||||
**Fix**: 添加 3 个 cron jobs（Dream Cycle + Git push + Health check），session-compact.sh 加 pre-compact hook。
|
||||
|
||||
**Future Trigger**: any automated maintenance system, any cron-scheduled task, any script that "should run automatically"
|
||||
|
||||
**Checklist**:
|
||||
- [ ] 新脚本添加后立即验证 cron/trigger 是否配置
|
||||
- [ ] 定期检查 index/registers 的 freshness
|
||||
- [ ] 引用即承诺——引用未创建的文件要么创建要么删引用
|
||||
|
||||
```
|
||||
|
||||
### Pattern Class / Future Trigger / Recurrence count
|
||||
Result:
|
||||
3
|
||||
|
||||
---
|
||||
|
||||
## 13. patterns/best-practices.md — full numbered entry list
|
||||
|
||||
### Command
|
||||
```
|
||||
grep -n '^[0-9]*\.' /Users/a1234/.openclaw/workspace/patterns/best-practices.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
11:1. **写完即测，不等集成** — 每个模块 run 一次确认输出正确
|
||||
12:2. **边界用例覆盖** — 空输入、超大输入、非法输入都要测
|
||||
13:3. **零依赖优先** — 核心算法不自带 npm 依赖（例外: better-sqlite3 等已安装的稳定库）
|
||||
14:4. **CLI + Library 双接口** — `node module.js` 和 `require('./module')` 都要能用
|
||||
15:5. **passthrough 是默认** — 任何操作失败时返回原始输入，不丢数据
|
||||
19:6. **Phase Isolation** — 分析/设计/实现三阶段不交叉
|
||||
20:7. **先 MVP 再扩展** — 1-3h 出第一个可用版本，验证后扩展
|
||||
21:8. **策略可插拔** — 用分发模式，新增策略不碰核心逻辑
|
||||
22:9. **降级路径明确** — 每个操作至少 2 条降级路径
|
||||
23:10. **配置可覆盖** — 全局默认 → 项目覆盖 → 运行时参数
|
||||
27:11. **FK 约束用 ON CONFLICT DO UPDATE** — SQLite 的 REPLACE = DELETE+INSERT
|
||||
28:12. **检测需多重信号** — 启发式规则必须 2+ 个信号同时匹配
|
||||
29:13. **WAL 模式开** — 多进程读不阻塞写
|
||||
30:14. **大文件分批处理** — 每 250 文件回收一次 WASM/内存
|
||||
31:15. **stderr 和 stdout 分离** — 元数据用 stderr，数据用 stdout
|
||||
35:16. **`||` vs `??` — 用 ?? 处理数字 0** — `value || default` 把 0/''/false 当 falsy。数字类用 `value ?? default`。已犯 2 次（Agent Evolution FK索引 + Cross-Agent Certification 评分排序）
|
||||
36:17. **模板字面量反引号** — 模板内嵌反引号用 \` 转义或改用字符串拼接。不输出裸反引号到生成代码
|
||||
37:18. **类型单数化** — entity 复数→单数（Albums→Album, Pets→Pet），但不碰 status/bus 等不可变词根
|
||||
41:19. **Next.js 路径：app/ 不是 src/app/** — Next.js App Router 默认 pages in `app/`。生成器必须输出到 `app/` 目录
|
||||
42:20. **DDL CONSTRAINT 泄露** — schema.ts 生成时 PRIMARY KEY / FOREIGN KEY / CONSTRAINT 行不能被解析为 TS interface 字段
|
||||
43:21. **CreateInput 完整性** — generateTypes 必须包含所有实体（包括 User）→ CreateUserInput 不能缺失
|
||||
44:22. **JSX 三元嵌套** — `{a ? {b} : {c}}` 错误。改为 `{a ? b : c}` 或 `{a ? (<Comp />) : null}`
|
||||
48:23. **子 agent 并行分析** — 3 个项目同时 spawn，2-3 分钟完成
|
||||
49:24. **子 agent 用 Pro 模型** — 代码/方案决策用 DeepSeek V4 Pro
|
||||
50:25. **任务描述要包含完整输出路径** — 子 agent 不需要父 agent 上下文也能工作
|
||||
51:26. **用 sessions_yield 等完成** — 不 poll loop
|
||||
55:27. **Exit code 规范** — PASS/WARN→0, FAIL→1。不要 PASS 也 exit 1
|
||||
56:28. **向后兼容** — 新增参数用 optional，不改既有函数签名。所有 PR 遵守零修改约束
|
||||
60:29. **每完成一个 Phase 写 daily** — 不等到全部做完
|
||||
61:30. **提取模式后立即写 patterns/** — "mental notes 不存活"
|
||||
62:31. **MEMORY.md 尽量不动** — 在缓存线以上，每次改动全缓存爆炸
|
||||
63:32. **Reflection 必须结构化** — 含 Pattern Class + Future Trigger + Checklist，禁止"以后注意"
|
||||
|
||||
### New sections proof
|
||||
```
|
||||
grep -n 'JavaScript.*TypeScript 陷阱\|Generator.*Builder 陷阱\|CI.*Release' /Users/a1234/.openclaw/workspace/patterns/best-practices.md
|
||||
```
|
||||
Result:
|
||||
33:## JavaScript / TypeScript 陷阱
|
||||
39:## Generator / Builder 陷阱
|
||||
53:## CI / Release
|
||||
|
||||
---
|
||||
|
||||
## 14. patterns/design-patterns.md — Anti-Patterns
|
||||
|
||||
### Command
|
||||
```
|
||||
grep -n 'Anti-Patterns\|AP-[123]' /Users/a1234/.openclaw/workspace/patterns/design-patterns.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
5:> 新增: Anti-Patterns (≥2 occurrences → promoted from reflections)
|
||||
117:## Anti-Patterns (from failures, ≥2 occurrences)
|
||||
119:### AP-1: Operator Coercion Trap (2 occurrences)
|
||||
136:### AP-2: Generator Path Assumption (1 occurrence)
|
||||
147:### AP-3: DDL Flat Mapping (1 occurrence)
|
||||
|
||||
### AP-1 full body
|
||||
```
|
||||
sed -n '119,138p' /Users/a1234/.openclaw/workspace/patterns/design-patterns.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
### AP-1: Operator Coercion Trap (2 occurrences)
|
||||
|
||||
**问题**: JavaScript `||` 把 `0`/`""`/`false` 当 falsy，导致排序/评分/计数逻辑出错
|
||||
|
||||
**症状**:
|
||||
- 排序结果反转（healthy=0 排到最后）
|
||||
- FK 索引计数字段被跳过
|
||||
|
||||
**方案**: 数值/布尔默认值用 `??`（nullish coalescing），`||` 仅用于字符串默认值。
|
||||
Grep `||` in scoring/ranking code.
|
||||
|
||||
**来源**:
|
||||
- 2026-06-03: Agent Evolution FK 索引 `count || 0`
|
||||
- 2026-06-05: PR-30 Cross-Agent Certification `order[status] || 6`
|
||||
|
||||
---
|
||||
|
||||
### AP-2: Generator Path Assumption (1 occurrence)
|
||||
|
||||
**问题**: Builder/Generator 有硬编码路径假设（如 `src/app/`），与实际 framework convention 不一致
|
||||
|
||||
---
|
||||
|
||||
## 15. vault.md — Promotion Log + Learning Loop
|
||||
|
||||
### Command
|
||||
```
|
||||
grep -n 'Learning Loop\|Promotion Log\|闭环\|1st→\|2nd→\|3rd→' /Users/a1234/.openclaw/workspace/memory/vault.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
142:### Learning Loop v1 (2026-06-05 建立)
|
||||
144:闭环架构：
|
||||
152:1st→Reflection 2nd→Anti-Pattern 3rd→Best Practice 4th→Domain Checklist 5th→Hard Rule
|
||||
159:### Promotion Log (≥2 occurrences tracked)
|
||||
|
||||
### Promotion Log table
|
||||
```
|
||||
sed -n '/Promotion Log/,/已验证模式/p' /Users/a1234/.openclaw/workspace/memory/vault.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
### Promotion Log (≥2 occurrences tracked)
|
||||
|
||||
| Pattern Class | Count | Stage | Promoted To |
|
||||
|--------------|-------|-------|------------|
|
||||
| JS Falsy Coercion (`\|\|` vs `??`) | 2 | Anti-Pattern | patterns/design-patterns.md §AP-1 |
|
||||
| Generator Path Assumption | 1 | Reflection | reflections/2026-06-05-nextjs-path.md |
|
||||
| DDL Flat Mapping | 1 | Reflection | reflections/2026-06-05-ddl-leakage.md |
|
||||
| JSX Template Nesting | 1 | Reflection | reflections/2026-06-05-jsx-template.md |
|
||||
|
||||
### 已验证模式 (从 Agent Evolution 提取)
|
||||
|
||||
---
|
||||
|
||||
## 16. MEMORY.md — Learning Loop reference
|
||||
|
||||
### Command
|
||||
```
|
||||
grep 'Learning Loop' /Users/a1234/.openclaw/workspace/MEMORY.md
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
具体技巧：注释写 WHY · Fast-Path 入口 · 错误三分类 · 目录即模块 · 失败快速 · Pre-flight Check · Failure Replanning · Learning Loop (2026-06-05)
|
||||
|
||||
---
|
||||
|
||||
## 17. Reflections directory listing
|
||||
|
||||
### Command
|
||||
```
|
||||
ls -la /Users/a1234/.openclaw/workspace/reflections/
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
total 56
|
||||
drwx------ 8 a1234 staff 256 Jun 5 22:37 .
|
||||
drwx------ 62 a1234 staff 1984 Jun 5 22:05 ..
|
||||
-rw------- 1 a1234 staff 5304 Jun 5 22:41 2026-06-03-agent-evolution.md
|
||||
-rw------- 1 a1234 staff 2630 Jun 5 22:41 2026-06-04-memory-audit.md
|
||||
-rw------- 1 a1234 staff 1432 Jun 5 22:37 2026-06-05-ddl-leakage.md
|
||||
-rw------- 1 a1234 staff 1258 Jun 5 22:36 2026-06-05-falsy-coercion.md
|
||||
-rw------- 1 a1234 staff 1436 Jun 5 22:37 2026-06-05-jsx-template.md
|
||||
-rw------- 1 a1234 staff 1265 Jun 5 22:36 2026-06-05-nextjs-path.md
|
||||
|
||||
---
|
||||
|
||||
## 18. Cross-file consistency: vault Promotion Log ↔ design-patterns AP counts
|
||||
|
||||
### vault says about AP-1
|
||||
```
|
||||
grep -A1 'JS Falsy Coercion' /Users/a1234/.openclaw/workspace/memory/vault.md | head -2
|
||||
```
|
||||
Result:
|
||||
| JS Falsy Coercion (`\|\|` vs `??`) | 2 | Anti-Pattern | patterns/design-patterns.md §AP-1 |
|
||||
| Generator Path Assumption | 1 | Reflection | reflections/2026-06-05-nextjs-path.md |
|
||||
|
||||
### design-patterns says about AP-1
|
||||
```
|
||||
grep 'AP-1.*occurrences' /Users/a1234/.openclaw/workspace/patterns/design-patterns.md
|
||||
```
|
||||
Result:
|
||||
### AP-1: Operator Coercion Trap (2 occurrences)
|
||||
|
||||
### vault says about Path Assumption
|
||||
```
|
||||
grep -A1 'Generator Path' /Users/a1234/.openclaw/workspace/memory/vault.md
|
||||
```
|
||||
Result:
|
||||
| Generator Path Assumption | 1 | Reflection | reflections/2026-06-05-nextjs-path.md |
|
||||
| DDL Flat Mapping | 1 | Reflection | reflections/2026-06-05-ddl-leakage.md |
|
||||
|
||||
### design-patterns says about AP-2
|
||||
```
|
||||
grep 'AP-2.*occurrence' /Users/a1234/.openclaw/workspace/patterns/design-patterns.md
|
||||
```
|
||||
Result:
|
||||
### AP-2: Generator Path Assumption (1 occurrence)
|
||||
|
||||
---
|
||||
|
||||
## 19. 4 new reflections — aggregate 7-field + banned check
|
||||
|
||||
### Command
|
||||
```
|
||||
for f in /Users/a1234/.openclaw/workspace/reflections/2026-06-05-*.md; do
|
||||
name=$(basename "$f")
|
||||
fields=$(grep -c '^## Context\|^## Root Cause\|^## Fix\|^## Pattern Class\|^## Future Trigger\|^## Checklist\|^## Recurrence' "$f")
|
||||
banned=$(grep -ic '以后注意\|下次小心\|当时没想清楚\|应该多测试' "$f" || echo 0)
|
||||
echo "$name: fields=$fields/7 banned=$banned"
|
||||
done
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
2026-06-05-ddl-leakage.md: fields=7/7 banned=0
|
||||
0
|
||||
2026-06-05-falsy-coercion.md: fields=7/7 banned=0
|
||||
0
|
||||
2026-06-05-jsx-template.md: fields=7/7 banned=0
|
||||
0
|
||||
2026-06-05-nextjs-path.md: fields=7/7 banned=0
|
||||
0
|
||||
|
||||
---
|
||||
|
||||
## 20. AGENTS.md section structure (numbering integrity)
|
||||
|
||||
### Command
|
||||
```
|
||||
grep -n '^###\|^##' /Users/a1234/.openclaw/workspace/AGENTS.md | head -35
|
||||
```
|
||||
|
||||
### Raw Output
|
||||
```
|
||||
5:## Cache Stability ⚡
|
||||
12:## Session Startup
|
||||
18:## Execution Protocol — Planning Layer 🔵
|
||||
24:### 0. Complexity Classification (MUST run first)
|
||||
52:### 1. Planning Protocol (Complex Tasks ONLY)
|
||||
57:## PLAN
|
||||
58:### Goal
|
||||
61:### Subtasks
|
||||
66:### Risks
|
||||
70:### Verification Strategy
|
||||
78:### 2. Pre-flight Check (Complex Tasks ONLY)
|
||||
82:#### 2a. Dependency Scan
|
||||
90:#### 2b. Learning Context Injector (MANDATORY — 3 searches)
|
||||
109:### Injected Risks (from Learning Context)
|
||||
115:#### 2c. Domain Checklist Injection
|
||||
156:### 3. Failure Replanning Protocol
|
||||
183:### 4. Verification Protocol (Complex Tasks ONLY)
|
||||
188:## VERIFICATION
|
||||
208:### 5. Auto-Capture Trigger — COMPLETE Rule Set (after ANY failure)
|
||||
240:## Learning Loop 🔄
|
||||
245:### Loop Architecture
|
||||
267:### Promotion Rules
|
||||
277:### Quality Gate for Reflections
|
||||
291:### Storage Locations
|
||||
306:## Memory
|
||||
314:## Red Lines
|
||||
322:## External vs Internal
|
||||
327:## Group Chats
|
||||
335:## Security Baseline 🔒
|
||||
344:## Heartbeats
|
||||
|
||||
---
|
||||
|
||||
## END OF VERIFICATION LOG
|
||||
|
||||
- Total checks: 20
|
||||
- Files verified: AGENTS.md, patterns/best-practices.md, patterns/design-patterns.md, memory/vault.md, MEMORY.md
|
||||
- Reflections: 2026-06-05-falsy-coercion.md, 2026-06-05-nextjs-path.md, 2026-06-05-ddl-leakage.md, 2026-06-05-jsx-template.md
|
||||
- Old reflections upgraded: 2026-06-03-agent-evolution.md, 2026-06-04-memory-audit.md
|
||||
- Cross-file consistency: vault Promotion Log ↔ design-patterns AP counts — MATCH
|
||||
- All 4 new reflections: 7/7 required fields, 0 banned phrases
|
||||
- ARCHIVED for future audit traceability
|
||||
Reference in New Issue
Block a user