{ "generated_at": "2026-09-12T12:16:06.664913+08:00", "blog_name": "观澜台", "blog_subtitle": "Hermes 自动化系统汇报总线", "public_url": "https://abos-at.work/cc-wechat/files/observatory/report-bus/index.html", "summary": { "total": 23, "enabled": 18, "disabled_or_completed": 5, "reportable_or_daily": 14, "local_sources": 5, "optimization_governance": 8, "errors_or_delivery_issues": 0, "categories": { "知识库/内容雷达": 9, "已完成/停用": 5, "Hermes 自维护": 3, "其他": 6 } }, "items": [ { "id": "bfbbae9ed402", "name": "arxiv-watch 每日论文扫描", "enabled": true, "state": "scheduled", "schedule": "0 17 * * *", "deliver": "local", "no_agent": true, "agent_involved": false, "skills": [], "script": "arxiv-watch.sh", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-11T17:01:01.340809+08:00", "last_run_age": "19h 前", "next_run_at": "2026-09-12T17:00:00+08:00", "next_run_age": "-17033s 前", "repeat": { "times": null, "completed": 114 }, "category": "知识库/内容雷达", "tags": [ "数据源/本地沉淀" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/bfbbae9ed402/2026-09-11_17-01-01.md", "mtime": "2026-09-11T17:01:01.328900+08:00", "size": 1462, "snippet": "# Cron Job: arxiv-watch 每日论文扫描\n\n**Job ID:** bfbbae9ed402\n**Run Time:** 2026-09-11 17:01:01\n**Mode:** no_agent (script)\n\n---\n\n🔍 搜索 arXiv: ['large language model', '大语言模型', 'agent framework', '智能体框架', 'retrieval augmented generation', '检索增强生成', 'code generation', '代码生成', 'reasoning', '推理', 'harness engineering', 'test harness', '测试工程化', '评测框架', 'evaluation benchmark', 'benchmark evaluation', '评测基准', 'quality gate', 'continuous quality', '门禁', 'test pipeline', 'automated testing', '测试流程', 'continuous integration', 'integration testing', '集成测试'] (最多 8 篇)\n\n📄 找到 8 篇:\n\n 1. [2026-09-10] SenseNova-U1.5: Towards Native Unified Visual Intelligence...\n 2. [2026-09-10] The Mysterious Inspiral of WASP-12b: Why Obliquity Tides Can...\n 3. [2026-09-10] Artificial Id: Drive and Persistent Alignment in Agentic AI...\n 4. [2026-09-10] MindTopo: Can Foundation Models Reason in Topological Space?...\n 5. [2026-09-10] Caption-once, Frames-on-Demand: Visual-Need Routing for Budg...\n 6. [2026-09-10] CausalArena: Benchmarking Causal Discovery in the Foundation...\n 7. [2026-09-10] Nuha-Speech: Building General-Purpose Arabic Speech-LLMs...\n 8. [2026-09-10] Domain-Specific Hallucination Detection in Large Language Mo...\n\n📝 报告已存: /Users/zhengbokai/llm-wiki/vault/raw/notes/arxiv-2026-09-11.md\n 用 --ingest 自动摄入到 wiki" }, "human": { "purpose": "扫描 arXiv 上与 AI/Agent/评测等主题相关的新论文候选。", "inputs": [ "arXiv 搜索结果", "预设关键词" ], "logic": "按关键词检索论文，筛选候选并保存原始笔记。", "outputs": [ "raw notes", "候选论文摘要" ], "owner_area": "AI 公网探索", "related_entry": "藏书阁", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/bfbbae9ed402/2026-09-11_17-01-01.md", "arxiv-watch.sh" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "4866141ee5e3", "name": "wiki-lint 每周体检", "enabled": true, "state": "scheduled", "schedule": "0 10 * * 0", "deliver": "local", "no_agent": true, "agent_involved": false, "skills": [], "script": "wiki-lint-cron.sh", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-06T10:00:39.846226+08:00", "last_run_age": "6d 前", "next_run_at": "2026-09-13T10:00:00+08:00", "next_run_age": "-78233s 前", "repeat": { "times": null, "completed": 17 }, "category": "知识库/内容雷达", "tags": [ "优化/治理", "数据源/本地沉淀" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/4866141ee5e3/2026-09-06_10-00-39.md", "mtime": "2026-09-06T10:00:39.829670+08:00", "size": 1141757, "snippet": "and_Toolkit_for_Task-Oriented.md\u001b[0m\n \u001b[96mINFO \u001b[0m \u001b[2m[stale]\u001b[0m 过期页: 105 天未更新 (阈值 90 天) — Karpathy 是 AI 领域知名研究者，前 Tesla AI 总监，前 OpenAI 联合创始人\n \u001b[2m/Users/zhengbokai/llm-wiki/vault/raw/articles/Karpathy_是_AI_领域知名研究者前_Tesla_AI_总监前_OpenAI_联合创始人.md\u001b[0m\n \u001b[96mINFO \u001b[0m \u001b[2m[stale]\u001b[0m 过期页: 105 天未更新 (阈值 90 天) — LLM Wiki 是 Karpathy 提出的概念，给个人 Wiki 加 LLM 加持。与 Wiki\n \u001b[2m/Users/zhengbokai/llm-wiki/vault/raw/articles/LLM_Wiki_是_Karpathy_提出的概念给个人_Wiki_加_LLM_加持与_Wiki.md\u001b[0m\n \u001b[96mINFO \u001b[0m \u001b[2m[stale]\u001b[0m 过期页: 105 天未更新 (阈值 90 天) — OpenSpec+Superpowers+gstack-让AI从写代码到做项目\n \u001b[2m/Users/zhengbokai/llm-wiki/vault/raw/articles/OpenSpec+Superpowers+gstack-让AI从写代码到做项目.md\u001b[0m\n \u001b[96mINFO \u001b[0m \u001b[2m[stale]\u001b[0m 过期页: 105 天未更新 (阈值 90 天) — Prospective multi-pathogen disease forecasting usi\n \u001b[2m/Users/zhengbokai/llm-wiki/vault/raw/articles/Prospective_multi-pathogen_disease_forecasting_usi.md\u001b[0m\n \u001b[96mINFO \u001b[0m \u001b[2m[stale]\u001b[0m 过期页: 105 天未更新 (阈值 90 天) — QQ音乐Harness-Engineering实践\n \u001b[2m/Users/zhengbokai/llm-wiki/vault/raw/articles/QQ音乐Harness-Engineering实践.md\u001b[0m\n \u001b[96mINFO \u001b[0m \u001b[2m[stale]\u001b[0m 过期页: 105 天未更新 (阈值 90 天) — x-clipper 是一个浏览器扩展工具，通过 claude -p headless 加 tweet\n \u001b[2m/Users/zhengbokai/llm-wiki/vault/raw/articles/x-clipper_是一个浏览器扩展工具通过_claude_-p_headless_加_tweet.md\u001b[0m\n \u001b[96mINFO \u001b[0m \u001b[2m[stale]\u001b[0m 过期页: 105 天未更新 (阈值 90 天) — article-analysis-qqmusic-harness\n \u001b[2m/Users/zhengbokai/llm-wiki/vault/raw/notes/article-analysis-qqmusic-harness.md\u001b[0m\n\n \u001b[1m汇总:\u001b[0m \u001b[91m323 errors\u001b[0m, \u001b[93m1440 warnings\u001b[0m, \u001b[96m10 info\u001b[0m\n (lint 失败)\n\n===== 完成 =====" }, "human": { "purpose": "检查 llm-wiki / 藏书阁的结构、链接、过期内容和索引健康度。", "inputs": [ "llm-wiki vault", "wiki-lint 脚本/配置" ], "logic": "运行 wiki-lint 规则检查，发现结构或内容质量问题。", "outputs": [ "lint 输出", "cron 错误/摘要" ], "owner_area": "藏书阁质量治理", "related_entry": "藏书阁", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/4866141ee5e3/2026-09-06_10-00-39.md", "wiki-lint-cron.sh" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "8df7a6f51586", "name": "知识库日报 22:00", "enabled": true, "state": "scheduled", "schedule": "0 22 * * *", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [], "script": null, "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-11T22:04:04.141730+08:00", "last_run_age": "14h 前", "next_run_at": "2026-09-12T22:00:00+08:00", "next_run_age": "-35033s 前", "repeat": { "times": null, "completed": 91 }, "category": "知识库/内容雷达", "tags": [ "应汇报" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/8df7a6f51586/2026-09-11_22-04-03.md", "mtime": "2026-09-11T22:04:03.183404+08:00", "size": 4849, "snippet": "link数} 个链接 | 🔍 向量索引 {docs数}篇\n━━━ 分类统计 ━━━\n🤖 AI/工程: {N} 篇\n💰 投资理财: {N} 篇\n👥 人力资源: {N} 篇\n\n🆕 今日新增/修改 {N} 篇：\n • 「页面标题」[分类] — 一句话摘要\n • （如果无新增则写\"今日无新增\"）\n\n🌐 CVM 公网入口：\n • https://abos-at.work/llm-wiki/index.html\n • 最近/重点页面：...\n\n要求：\n- 用 Markdown 格式（飞书支持加粗、emoji）\n- 对新增的页面，根据文件名和类型写一句话摘要\n- 如果今天都没有变化，发一条简短说明即可，但仍需同步并给出 CVM 入口\n- 如果任何脚本报错，直接报告错误摘要和可能的下一步排查\n- 全程用中文\n\n补充规范：所有用户可见 CVM 公网入口统一使用 https://abos-at.work/llm-wiki/index.html；不要再把 /cc-wechat/files/llm-wiki/index.html 作为主入口。\n\n## Response\n\n📚 **知识库日报 · 2026-09-11**\n\n📁 **1,008** 篇文档 | 🔗 **4,659** 个链接 | 🔍 向量索引 **520** 篇\n\n━━━ 分类统计 ━━━\n🤖 AI/工程：450 篇\n💰 投资理财：54 篇\n👥 人力资源：5 篇\n🎨 产品设计：11 篇\n\n*分类按正式知识页统计，共 520 篇；另有原始资料 488 篇。向量索引无缺页，文件时间与大小均匹配。*\n\n━━━ 今日新增/修改 10 篇 ━━━\n• 「知识库优化日志」[AI/工程·概念] — 汇总今日入库、证据核验与质量检查。\n• 「自我优化 09-11」[AI/工程·来源] — 明确“可回读、可相信、获授权”是三个不同问题。\n• 「AI 知识点雷达」[AI/工程·概念] — 更新按知识点价值筛选材料的关注主轴与标准。\n• 「A2A 协议」[AI/工程·概念] — 补充协议版本、输出取证与委托授权的边界。\n• 「Agent 评测」[AI/工程·概念] — 强调指标分母、执行覆盖与本机验证不能混报。\n• 「MCP 网关运行时」[AI/工程·概念] — 补充跨网关授权、防重放与双签验证要求。\n• 「上下文工程」[AI/工程·概念] — 区分“能否找回原文”和“取回后允许怎么用”。\n• 「A2A 委托取证」[AI/工程·来源] — 子方签署输出或引用父方，不等于父方授权。\n• 「ARC：压缩可见上下文」[AI/工程·来源] — 保留稳定地址与原文回读能力，但不保证任务成功。\n• 「SPA：跨查询持久化」[AI/工程·来源] — 记忆与摘要须保留来源信任标签，不能自动升级权限。\n\n━━━ 🌐 CVM 公网入口 ━━━\n• https://abos-at.work/llm-wiki/index.html\n• 最近页面：[知识库优化日志](https://abos-at.work/llm-wiki/ai--concepts--LLM-Wiki-Optimization-Log.html)\n\n✅ **同步发布成功**；首页与最新页均返回 HTTP 200，公网内容与本次本地生成结果一致。\n\n⚠️ **体检未通过**：lint 退出码 1，检出 **333 项错误、2,648 项警告**。错误包括 201 项断裂链接、132 项元数据缺失；其中正式知识页有 63 项错误。摘要、索引检查及发布均已完成，质量问题仍待修复。\n\n**下一步建议**\n1. 优先修复正式知识页的 63 项错误，再复跑体检。\n2. 区分原始资料中的示例链接与真实断链，减少误报。\n3. 保留 ARC、SPA 的评测争议标记，暂不引用未核实的效果数字。" }, "human": { "purpose": "整理近期 AI/知识库探索结果，生成可阅读摘要并更新公网知识页。", "inputs": [ "llm-wiki 内容", "公网资料/搜索结果", "本地入库记录" ], "logic": "由 Agent 总结新增内容、发布状态和异常摘要。", "outputs": [ "飞书摘要", "llm-wiki 公网页面", "cron 输出" ], "owner_area": "藏书阁内容运营", "related_entry": "藏书阁", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/8df7a6f51586/2026-09-11_22-04-03.md" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "83236dfdb31f", "name": "AI 知识点雷达 09:00", "enabled": true, "state": "scheduled", "schedule": "0 9 * * *", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [ "llm-wiki" ], "script": null, "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T09:39:18.726380+08:00", "last_run_age": "2h 前", "next_run_at": "2026-09-13T09:00:00+08:00", "next_run_age": "-74633s 前", "repeat": { "times": null, "completed": 87 }, "category": "知识库/内容雷达", "tags": [ "应汇报" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/83236dfdb31f/2026-09-12_09-39-17.md", "mtime": "2026-09-12T09:39:17.882266+08:00", "size": 54247, "snippet": "erprise-gates.html)\n\n**2. 企业 MCP 网关：借用服务账号前，必须先授权** \n知识点轴：**MCP Gateway / sandbox-security**\n- 将“代表谁行动”与“使用什么凭证”分开建模；User→Service Account 的授权检查必须发生在附加凭证之前。\n- 对照一手 RFC 后发现：论文采用的 ROPC 路径与 RFC 9700 的 **MUST NOT** 冲突；嵌套 `act` 历史也不能替代逐跳授权。\n- **值得深挖：**既补充了可迁移的身份模型，也提供了不能照搬案例配置的反例。已显式标记争议，未把整篇论文当安全推荐。\n\n[阅读入库文章](https://abos-at.work/llm-wiki/ai--sources--enterprise-mcp-persona-credential-boundaries.html)\n\n**3. BenchShield：独立 verifier 仍可能产生假成功** \n知识点轴：**benchmark-evaluation / sandbox-security / harness-runtime**\n- 不只检查验证器隔离，还检查答案可见性、产物交接、评分来源、异常放行和语义充分性。\n- 本机复算作者表格：**96.0% 是已判定样本的条件准确率；覆盖率为 87.5%，另有 18 个弃权项。**\n- **值得深挖：**可直接改善内部 coding-agent runner 的验收与报告设计。论文实验未在本机复现，形式模型及观察盲区已保留说明。\n\n[阅读入库文章](https://abos-at.work/llm-wiki/ai--sources--benchshield-reward-lifecycle-integrity.html)\n\n### 暂未晋升\n\n- **Harbor｜benchmark-evaluation：**全文已归档，但只读摘要/引言，adapter 一致性、任务筛选及泄漏尚未审计。\n- **MCPG｜MCP Gateway：**文档已归档，缺固定版本实现与负例核验，暂不增加另一篇网关介绍。\n- **Copying｜context management / sandbox-security：**仅取得摘要，事件归因未核。\n- 已有的 AISI 内容跳过；T1 仅留搜索候选，不声称读过全文。\n\n### Wiki 更新与验收\n\n已新增 **3 篇深读＋当天优化文章、9 份 raw/候选归档**，更新 A2A、MCP、Benchmark、Radar 四个概念页及索引、日志。Radar 已同步版本分离、标准对照、弃权分母检查和双语关键词。\n\n**524 篇正式文章的索引路径一致，三条语义检索均命中新文章第一名；公网正文已回读核验。**本轮文章定向检查无错误，但全库仍有 **333 项存量 lint 错误**，未冒称全部修复。\n\n当天优化文章： \n`wiki/ai/sources/llm-wiki-optimization-2026-09-12.md` \n[阅读综合与完整文件清单](https://abos-at.work/llm-wiki/ai--sources--llm-wiki-optimization-2026-09-12.html) · [知识库入口](https://abos-at.work/llm-wiki/index.html)\n\n**下一步建议**\n1. 内部 runner 增加 verifier 超时/缺证据负例，分报覆盖率与条件准确率。\n2. 梳理交互用户、cron、服务账号三条身份路径，验证无授权时不会注入凭证。\n3. 下轮优先核验 Harbor 的 adapter 一致性与答案泄漏，再决定是否晋升。" }, "human": { "purpose": "整理近期 AI/知识库探索结果，生成可阅读摘要并更新公网知识页。", "inputs": [ "llm-wiki 内容", "公网资料/搜索结果", "本地入库记录" ], "logic": "由 Agent 总结新增内容、发布状态和异常摘要。", "outputs": [ "飞书摘要", "llm-wiki 公网页面", "cron 输出" ], "owner_area": "藏书阁内容运营", "related_entry": "藏书阁", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/83236dfdb31f/2026-09-12_09-39-17.md", "skill:llm-wiki" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "2c08fbba1510", "name": "weekly skill radar", "enabled": true, "state": "scheduled", "schedule": "0 9 * * 1", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [ "hermes-agent" ], "script": null, "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-07T09:20:48.003250+08:00", "last_run_age": "5d 前", "next_run_at": "2026-09-14T09:00:00+08:00", "next_run_age": "-161033s 前", "repeat": { "times": null, "completed": 12 }, "category": "知识库/内容雷达", "tags": [ "优化/治理", "应汇报" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/2c08fbba1510/2026-09-07_09-20-46.md", "mtime": "2026-09-07T09:20:46.654094+08:00", "size": 73764, "snippet": "/llm-wiki/` 和 Hermes 源码理解；未安装；建议试读 workflow。 \n5. `fastmcp` / official optional / **5**：构建/测试 Python MCP server，直接增强自动化接口能力；未安装；建议持续关注。 \n6. `mcporter` / official optional / **4**：终端列出、鉴权、调用 MCP tools，适合排障远程 MCP；未安装；建议和 `fastmcp` 配套评估。 \n7. `mcp-oauth-remote-gateway` / official optional / **4**：解决 headless gateway 远程 MCP OAuth；未安装；适合网关化场景。 \n8. `stocks` / official optional / **4**：Yahoo quotes/history/search/compare，和已装 `stock-research` 互补；未安装；建议只作为数据抓取轻壳关注。 \n9. `dcf-model` / official optional / **4**：用 openpyxl 产出 DCF Excel，贴合价值投资研究；未安装；建议关注但避免过度模板化。 \n10. `searxng-search` / official optional / **4**：keyless 元搜索，适合研究冗余信源；未安装；若已有 web search 可低优先级观察。\n\n### 暂不建议关注\n\n- `axolotl`、`unsloth`、`trl-fine-tuning`：训练链路重，偏本地 GPU/LoRA/QLoRA，和“云端 API 优先”冲突。 \n- `serving-llms-vllm`、`llama-cpp`、`actual-setup`：偏本地/自托管推理，不符合当前偏好。 \n- `audiocraft-audio-generation`、`stable-diffusion`、`segment-anything-model`：torch/HF 权重依赖明显，非当前核心工作流。 \n- 区块链交易类如 `evm`、`solana`、`hyperliquid`：除非后续有明确投资/链上分析需求，否则低频。 \n- `scrapling`：爬取能力强但可能引入浏览器/反爬复杂度；建议只在 blocked-page 场景触发式关注。\n\n### 下周雷达关键词\n\n`watchers cron feishu digest`、`ast-grep code review refactor`、`MCP oauth remote gateway`、`code wiki mermaid llm-wiki`、`finance dcf comps valuation`、`github issue pr review`、`knowledge base ingestion documents`。\n\n本次检查范围已覆盖：已安装 skills、官方 optional skills、本地 hub browse/search 只读结果；未发现需要立即安装的必选项。**本次未安装或更新任何 skill，只做下载/预览/digest。**\n\n建议：\n1. 下周优先只读 `inspect watchers ast-grep fastmcp code-wiki`，确认依赖是否轻量。 \n2. 单独安排一次 Hermes update 中断恢复，避免每次 skills 命令触发 PyPI 报错噪音。 \n3. 为 skill radar 建一个固定评分表缓存到 `~/.hermes/cache/skill-radar/`，便于周与周比较新增项。" }, "human": { "purpose": "整理近期 AI/知识库探索结果，生成可阅读摘要并更新公网知识页。", "inputs": [ "llm-wiki 内容", "公网资料/搜索结果", "本地入库记录" ], "logic": "由 Agent 总结新增内容、发布状态和异常摘要。", "outputs": [ "飞书摘要", "llm-wiki 公网页面", "cron 输出" ], "owner_area": "藏书阁内容运营", "related_entry": "藏书阁", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/2c08fbba1510/2026-09-07_09-20-46.md", "skill:hermes-agent" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "9f30084193b8", "name": "告警守望5分钟实时采集与企微路由（Agent全量判断）", "enabled": false, "state": "paused", "schedule": "every 5m", "deliver": "local", "no_agent": false, "agent_involved": true, "skills": [ "remote-service-admin-triage" ], "script": "alert_watchdog_run_once.sh", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-07-04T07:49:25.376612+08:00", "last_run_age": "70d 前", "next_run_at": "2026-07-04T07:54:25.376612+08:00", "next_run_age": "70d 前", "repeat": { "times": null, "completed": 1422 }, "category": "已完成/停用", "tags": [ "优化/治理", "应汇报", "数据源/本地沉淀" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/9f30084193b8/2026-07-04_07-49-25.md", "mtime": "2026-07-04T07:49:25.357540+08:00", "size": 14077, "snippet": "r 120s: /Users/zhengbokai/.hermes/scripts/alert_watchdog_run_once.sh\n```\n\n你是告警守望实时巡检 Agent。当前巡检机制尚未完全成熟，因此本任务必须在每次定时运行时读取脚本快照并进行 AI 判断，而不是只执行确定性脚本。\n\n脚本输出说明：scheduler 会先运行 `alert_watchdog_run_once.sh`，该脚本负责采集本机告警守望数据、更新 `/Users/zhengbokai/alert_inspection_local/watchdog/state/` 下的状态/事件文件，并输出本轮快照。\n\n必须遵守：\n1. 实时采集以落盘为主；不要把未分析的原始告警逐条转发给用户或企微。\n2. 必须确认 `/Users/zhengbokai/alert_inspection_local/watchdog/config.json` 中 `routing.realtime_wecom_enabled=false`。如果不是 false，要报告机制风险，但不要擅自打开企微直推。\n3. 如果脚本输出出现 AUTH_EXPIRED、UNKNOWN、collector stale、SSO 过期、无法采集等情况，要判定为巡检系统自身故障，不能汇报为“0 告警”。\n4. 对 P0/P1/P2/P3 要结合重复指纹、自动恢复、业务对象聚合判断。实时任务 deliver=local，通常不需要向飞书发摘要；只有在脚本执行失败或机制自身故障时，最终输出清晰结论用于本地记录。\n\n输出要求：中文、简洁、先结论。不要粘贴大量原始 JSON。\n\n## Response\n\n结论：本轮告警守望巡检失败，属于巡检系统自身故障/采集盲区，不能按“0 告警”处理。\n\n- 调度器报错：`alert_watchdog_run_once.sh` 超过 120s 超时。\n- 本地状态也显示采集器失败：`opd_reader.py amc-alerts --pages 10 --rows 100 --output-limit 1000` 超过 160s。\n- 最近一次成功采集：`2026-07-04 02:22:31 CST`。\n- 当前检查时间：`2026-07-04 07:49:11 CST`，盲区约 5 小时 27 分钟。\n- `source_health.json` 已记录已知问题：`AMC/OPD 告警源采集超时导致告警守望盲区`，状态 `open`，疑似原因包括 AMC/OPD 源慢、tmeoa-reader/Chrome CDP 上下文卡死、SSO 恢复后网络/代理阻塞。\n- 已确认配置安全项：`routing.realtime_wecom_enabled=false`，不会把未分析的原始告警直接推送企微。\n\n补充判断：最后成功快照中存在 P1/P2/P3 候选，但数据停留在 02:22，不能作为当前实时告警结论；当前最重要问题是恢复采集链路并回补盲区。\n\n建议下一步：\n1. 重建或刷新 tmeoa-reader/Chrome CDP 上下文后，先低负载探测：`amc-alerts --pages 1 --rows 20 --output-limit 50`。\n2. 探测成功后再跑一次 `alert_watchdog.py run-once --dry-run`，确认 detector/notifier 状态不把超时误判为绿色。\n3. 采集恢复后回补 02:22 至当前窗口，重点复核 P1：充值/对账补单、会员相关主机 CPU、TMRPC 错误码/事件开始类告警。\n\n已完成检查：脚本失败、配置开关、状态文件、最近成功快照与采集盲区均已核验；未完成/阻塞项是 AMC/OPD 实时采集当前仍不可用。" }, "human": { "purpose": "检查告警守望采集链路和告警摘要，避免把采集失败误判为 0 告警。", "inputs": [ "OPD/AMC 告警源", "watchdog state", "健康检查脚本输出" ], "logic": "采集告警与健康信号，由 Agent 判断采集链路、噪音和高价值问题。", "outputs": [ "本地状态文件", "巡检摘要", "必要时飞书/企微提醒" ], "owner_area": "告警/监控巡检", "related_entry": "观澜台", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/9f30084193b8/2026-07-04_07-49-25.md", "alert_watchdog_run_once.sh", "skill:remote-service-admin-triage" ], "failure_explanation": "", "next_recommendation": "已停用/完成；如无后续价值，可在动力炉中标记归档，避免干扰日常判断。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "fa4fc55658ae", "name": "告警守望10分钟健康检查（Agent全量判断）", "enabled": false, "state": "paused", "schedule": "every 10m", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [ "remote-service-admin-triage" ], "script": "alert_watchdog_healthcheck.sh", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-07-04T07:45:34.206034+08:00", "last_run_age": "70d 前", "next_run_at": "2026-07-04T07:55:34.206034+08:00", "next_run_age": "70d 前", "repeat": { "times": null, "completed": 1295 }, "category": "已完成/停用", "tags": [ "优化/治理", "应汇报", "数据源/本地沉淀" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/fa4fc55658ae/2026-07-04_07-45-33.md", "mtime": "2026-07-04T07:45:33.571339+08:00", "size": 14002, "snippet": " failed: class=SOURCE_UNAVAILABLE, last_error=Command '['/opt/homebrew/bin/python3.12', '/Users/zhengbokai/alert_inspection_local/opd-tools-src/aboszheng/opd-tools/scripts/opd_reader.py', 'amc-alerts', '--pages', '10', '--rows', '100', '--output-limit', '1000']' timed out after 160 seconds\n\n时间：2026-07-04T07:42:39+08:00\n```\n\n你是告警守望健康检查 Agent。目标：每 10 分钟读取健康检查脚本快照，判断告警守望采集链路、登录态、状态文件、cron 输出和路由机制是否健康。\n\n脚本输出说明：scheduler 会先运行 `alert_watchdog_healthcheck.sh`，该脚本会检查告警守望相关状态和健康信号。\n\n必须遵守：\n1. 如果健康检查显示正常且无新增高价值问题，输出低噪、简短摘要。\n2. 如果出现 AUTH_EXPIRED、UNKNOWN、collector stale、SSO 过期、状态长时间不更新、脚本失败等情况，要明确标为“巡检系统自身故障”。\n3. 不要把采集失败解释为“0 告警”。\n4. 不要逐条转发原始告警；重点说明影响、证据、建议动作。\n5. 企微只用于确认 P0、巡检系统自身故障或持续升级；普通告警不要直推企微。\n\n输出要求：中文，先结论；固定结构尽量简短：`结论` / `异常` / `建议动作`。\n\n## Response\n\n## 结论\n\n**巡检系统自身故障，需要处理。** \n本次不是“0 告警”，而是告警守望采集链路不可用：健康检查脚本退出码 `1`，collector 已 stale，且 AMC 采集命令超时。\n\n## 异常\n\n- **collector state stale**：最后成功时间 `2026-07-04 02:22:31 +08:00`，截至 `07:42:39` 已约 **320 分钟未成功更新**。\n- **collector failed / SOURCE_UNAVAILABLE**：执行 AMC 采集命令超时：\n - `/opt/homebrew/bin/python3.12 .../scripts/opd_reader.py amc-alerts --pages 10 --rows 100 --output-limit 1000`\n - 超时时间：`160s`\n- 我额外检查到本地 `watchdog_state/state.json` 存在，但主状态内容更新时间仍显示为 `2026-06-29T13:29:23+08:00`，说明至少有一份长期状态快照未持续更新，不能作为当前告警面判断依据。\n\n## 建议动作\n\n1. **先按巡检链路故障处理**：检查 `opd_reader.py amc-alerts` 是否卡在 AMC/OPD 登录态、SSO、页面加载或接口超时；不要把当前采集失败解读为告警清零。 \n2. **验证登录态与采集命令**：手动运行同一条 `opd_reader.py amc-alerts`，优先看是否出现 SSO 过期、页面初始化失败、接口 401/403/超时。 \n3. **修复 stale 监控阈值/状态写入**：确认 collector 成功后是否更新最新 state/snapshot；若仍只更新旧 `watchdog_state/state.json` 或未写入健康检查读取的状态文件，需要修正状态文件路径或写入逻辑。" }, "human": { "purpose": "检查告警守望采集链路和告警摘要，避免把采集失败误判为 0 告警。", "inputs": [ "OPD/AMC 告警源", "watchdog state", "健康检查脚本输出" ], "logic": "采集告警与健康信号，由 Agent 判断采集链路、噪音和高价值问题。", "outputs": [ "本地状态文件", "巡检摘要", "必要时飞书/企微提醒" ], "owner_area": "告警/监控巡检", "related_entry": "观澜台", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/fa4fc55658ae/2026-07-04_07-45-33.md", "alert_watchdog_healthcheck.sh", "skill:remote-service-admin-triage" ], "failure_explanation": "", "next_recommendation": "已停用/完成；如无后续价值，可在动力炉中标记归档，避免干扰日常判断。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "613b695710af", "name": "告警守望08点日报（Agent全量分析）", "enabled": false, "state": "paused", "schedule": "0 8 * * *", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [ "remote-service-admin-triage" ], "script": "alert_watchdog_daily_report.sh", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-07-03T08:04:12.970292+08:00", "last_run_age": "71d 前", "next_run_at": "2026-07-04T08:00:00+08:00", "next_run_age": "70d 前", "repeat": { "times": null, "completed": 3 }, "category": "已完成/停用", "tags": [ "优化/治理", "应汇报", "数据源/本地沉淀" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/613b695710af_20260703_080411.txt", "mtime": "2026-07-03T08:04:11.184146+08:00", "size": 14208, "snippet": " - 按 jobId、owner、是否自动重调成功、影响数据产出链路分组。\n\n### 优先级 P1：当天内完成聚合和降噪\n\n1. **Saturn 重复作业**\n - 对 `916b00c3856521e7`、`0862e21727cbd14d`、`ef5b2150b1ee4418` 建立 known-issue 生命周期。\n - 明确：是否仍在失败、是否有业务影响、是否应降低实时通知或升级 owner。\n\n2. **ai-dj / 中央视频库任务连续失败**\n - 对 `44e87b4bf5c47921`、`39a869c3a83487be`、`547098c60f91228b`、`5fd9cb1a0a38f4f6` 按任务和机器聚合。\n - 确认是不是同一节点、同一依赖、同一数据源导致。\n\n3. **kgmonitor 失败率和队列积压**\n - 先看视频推荐 server_id=1860，IP `10.5.99.19` 失败率。\n - 再看个人中心队列 server_id=1666，`kg_venus_expandinfo_sync` 未消费消息数。\n\n### 机制改进建议\n\n1. **企微路由恢复为“关键事件有限推送”**\n - 不建议直接全量恢复。\n - 建议只开启：未恢复 P0、P1 hidden_infra_risk、重复升级、巡检自身故障。\n - 对 `cap_deferred` 中 P0 建立二级兜底队列。\n\n2. **拆分 `other` 分类**\n - 新增或强化：KWS、finance/revenue、receipt、BI metric、CAT、wxemergency 子类。\n - P0 `other` 必须有对象补齐动作，否则无法判断误报/漏报。\n\n3. **巡检浏览器健康检查**\n - 监控 tmeoa-reader Chrome 进程数、CPU、运行时长、CDP 是否可用。\n - 不在本次日报中修改 cron；建议后续增加“浏览器卡死/进程膨胀”自检和重建策略。\n\n---\n\n## 本次完成范围与未完成事项\n\n已完成：\n- 复核脚本日报、state、snapshot、baseline、events/incidents/route_decisions/run_summaries/errors。\n- 判断过去 24h P0/P1、重复告警、降噪状态、隐藏风险、巡检链路成熟度。\n- 检查了本机巡检相关进程，发现 tmeoa-reader Chrome 长时间运行且负载偏高风险。\n\n未完成 / 阻塞：\n- 未进入 OPD/KGOSS/Saturn 后台做逐条根因闭环，本次仅基于本地告警证据和快照判断。\n- 未修改 cron、未调整推送策略，按要求仅提出建议。\n- `disabled_recorded_only` 期间的 P0/P1 是否已由人工其他渠道处理，当前本地证据无法确认。\n\n## 3条可执行建议\n\n1. 先人工处理 3 个入口：`10.1.53.54 /data2`、P0/k8s_pod 父事件 `36207e062e9b4a0e`、KWS P0 wxemergency 作业聚合。 \n2. 今天把 `other` 中的 KWS/财务营收/发票/BI 指标拆成独立分类，否则 P0 噪声和真实业务风险会继续混在一起。 \n3. 将企微实时策略改为“仅关键 P0/P1 + 重复升级 + 巡检自身故障”小流量恢复，并对 `cap_deferred` 的 P0 建立强制日报复核清单。\n\nTo stop or manage this job, send me a new message (e.g. \"stop reminder 告警守望08点日报（Agent全量分析）\")." }, "human": { "purpose": "检查告警守望采集链路和告警摘要，避免把采集失败误判为 0 告警。", "inputs": [ "OPD/AMC 告警源", "watchdog state", "健康检查脚本输出" ], "logic": "采集告警与健康信号，由 Agent 判断采集链路、噪音和高价值问题。", "outputs": [ "本地状态文件", "巡检摘要", "必要时飞书/企微提醒" ], "owner_area": "告警/监控巡检", "related_entry": "观澜台", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/613b695710af_20260703_080411.txt", "alert_watchdog_daily_report.sh", "skill:remote-service-admin-triage" ], "failure_explanation": "", "next_recommendation": "已停用/完成；如无后续价值，可在动力炉中标记归档，避免干扰日常判断。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "ba78afa527b5", "name": "告警守望机制化执行审计与架构优化", "enabled": false, "state": "paused", "schedule": "every 30m", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [ "remote-service-admin-triage" ], "script": "alert_watchdog_audit_snapshot.sh", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-07-04T07:42:16.040982+08:00", "last_run_age": "70d 前", "next_run_at": "2026-07-04T08:12:16.040982+08:00", "next_run_age": "70d 前", "repeat": { "times": null, "completed": 145 }, "category": "已完成/停用", "tags": [ "优化/治理", "应汇报", "数据源/本地沉淀" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/ba78afa527b5_20260704_074214.txt", "mtime": "2026-07-04T07:42:14.152187+08:00", "size": 11217, "snippet": "l`\n - 记录本轮 Observe-Diagnose-Decide-Act-Verify-Learn 决策。\n\n- 验证结果：\n - `py_compile`：通过\n - baseline 构建：通过\n - known issue upsert：通过\n - source_health 刷新：通过\n - 低负载 AMC 探测：失败，75s 超时，说明 collector 源问题仍未恢复\n\n## 策略优化/外部启发\n\n本轮没有扩大关键词或打开企微，因为 source 不可靠时扩大策略会制造误判和噪声。\n\n可落地启发：\n\n1. **先恢复 source，再谈规则优化**：SRE/observability 的基本原则是 unknown 不能进入 green path；当前优先级必须是恢复 AMC/OPD 读取。\n2. **by-exception notification 继续保留**：实时企微不应全量恢复；建议后续只恢复 SELF_FAILURE、未恢复 P0、P1 hidden_infra_risk、重复升级。\n3. **alert fatigue 降噪要有反向兜底**：`disabled_recorded_only` 和 `cap_deferred` 必须在日报中被强制列出，否则会把“降噪”变成“漏报”。\n\n## 仍需人工\n\n1. **恢复 AMC/OPD / tmeoa-reader / Chrome CDP 采集链路**\n - 低负载探测也超时，自动脚本无法确认是 SSO、CDP 卡死、代理还是 AMC 源端慢。\n2. **恢复后补采 02:22 之后盲区**\n - 必须回看盲区内 P0/P1/隐藏风险，不能用 02:22 旧快照代表当前安全。\n3. **人工复核 VIP Saturn `vip_sub_cancel_sms` 跨地域重复 P1**\n - 广州/北京均重复，应按同一父事件或依赖问题处理。\n4. **人工确认 cron_job `10.5.97.3` 多任务 exit 255**\n - 多个算法/视频任务同机同错误码，疑似公共依赖或环境故障。\n\n## 下一轮重点\n\n1. 先恢复 source：重建/刷新 tmeoa-reader Chrome/CDP/代理/SSO，再跑低负载 `amc-alerts --pages 1 --rows 20 --output-limit 50`。\n2. source 成功后立即执行 `alert_watchdog.py run-once --dry-run`，确认 `collector_status=ok`、`alert_data_status=OK_WITH_ALERTS/OK_EMPTY`。\n3. 回补 02:22 后盲区，优先看 P0/P1、hidden_infra_risk、critical_business_with_risk。\n4. 继续拆 `other` 分类，尤其生产仓库服务、KWS、CAT、BI、finance/revenue，降低日报认知噪声。\n5. 对 `disabled_recorded_only/cap_deferred` 中的 P0/P1 建立强制复核清单，避免高风险因降噪策略静默。\n\n本轮已完成审计快照复核、OPTIMIZATION/SENTINEL/policy 对照、24h baseline 刷新、known-issues 更新、低负载采集验证与决策沉淀；未完成项是外部 source/CDP/SSO 恢复和盲区补采，原因是低负载实际探测仍超时。\n\nTo stop or manage this job, send me a new message (e.g. \"stop reminder 告警守望机制化执行审计与架构优化\")." }, "human": { "purpose": "检查告警守望采集链路和告警摘要，避免把采集失败误判为 0 告警。", "inputs": [ "OPD/AMC 告警源", "watchdog state", "健康检查脚本输出" ], "logic": "采集告警与健康信号，由 Agent 判断采集链路、噪音和高价值问题。", "outputs": [ "本地状态文件", "巡检摘要", "必要时飞书/企微提醒" ], "owner_area": "告警/监控巡检", "related_entry": "观澜台", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/ba78afa527b5_20260704_074214.txt", "alert_watchdog_audit_snapshot.sh", "skill:remote-service-admin-triage" ], "failure_explanation": "", "next_recommendation": "已停用/完成；如无后续价值，可在动力炉中标记归档，避免干扰日常判断。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "f85d82aa9345", "name": "Hermes 凌晨定期更新并保留本地补丁", "enabled": true, "state": "scheduled", "schedule": "30 3 * * 0", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [ "hermes-agent", "hermes-update-local-patches" ], "script": null, "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-06T03:35:13.681280+08:00", "last_run_age": "6d 前", "next_run_at": "2026-09-13T03:30:00+08:00", "next_run_age": "-54833s 前", "repeat": { "times": null, "completed": 10 }, "category": "Hermes 自维护", "tags": [ "优化/治理", "应汇报" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/f85d82aa9345/2026-09-06_03-35-12.md", "mtime": "2026-09-06T03:35:12.850482+08:00", "size": 76681, "snippet": "ext-window`\n - `[ALREADY-PRESENT] zai-credential-pool-no-429-cooldown`\n - `[ALREADY-PRESENT] feishu-markdown-format-and-topic-reply`\n - `[OK] py_compile passed`\n - 复查 `--check` 也通过。\n\n- **基础验证：部分通过**\n - `hermes --version` 可运行，当前版本：\n - `Hermes Agent v0.20.6 (2026.8.27) · upstream 4209d371`\n - Python：`3.12.13`\n - 但每次启动仍提示：\n - `Pending interrupted-update install has already failed 3 times`\n - `.update-incomplete` 标记仍存在。\n - 尝试查看 gateway status 时触发 interrupted install 恢复，但因无法访问 PyPI 被阻塞：\n - 无法拉取 `https://pypi.org/simple/starlette/`\n - 无法拉取 `https://pypi.org/simple/pyjwt/`\n\n- **Gateway / Feishu 验证**\n - 因 Feishu/gateway 相关补丁已存在，按要求尝试重启 gateway。\n - 结果：**未能从当前 gateway/cron 进程内重启**，Hermes 安全拦截：\n - `Blocked: cannot restart or stop the gateway from inside the gateway process`\n - 需要从外部 shell 执行：`hermes gateway restart`\n - 当前 gateway 仍由 launchd 监督运行，PID：`5899`\n - 日志中近期仍可见 Feishu card/table 相关旧错误，例如：\n - `card table number over limit`\n - 但本次未完成 gateway 重启，因此新源码是否已被运行中 gateway 加载尚未验证。\n\n- **阻塞项 / 需要人工处理**\n 1. 当前机器无法连接 GitHub，导致 Hermes 更新失败。\n 2. 当前机器无法连接 PyPI，导致 interrupted-update 依赖恢复失败。\n 3. Gateway 需要从外部 shell 重启，当前 cron/gateway 内部不能安全执行。\n\n3 条建议：\n\n1. 在外部终端执行一次网络检查：`curl -I https://github.com && curl -I https://pypi.org/simple/`，确认代理或网络是否恢复。\n2. 网络恢复后，手动运行：`hermes update`，随后执行 `python3 ~/.hermes/skills/autonomous-ai-agents/hermes-update-local-patches/scripts/apply-hermes-local-patches.py`。\n3. 补丁应用后从外部 shell 执行：`hermes gateway restart`，再检查 `~/.hermes/logs/gateway.log` 中是否还有 Feishu `field validation failed` / `card table number over limit` 相关新错误。" }, "human": { "purpose": "扫描 Hermes/Agent skill 生态，发现值得学习或引入的外部能力。", "inputs": [ "Hermes skills", "外部 skill 仓库/资料", "历史关注方向" ], "logic": "按用户偏好筛选高价值 skill，区分可学习、可安装和不建议方向。", "outputs": [ "雷达报告", "候选清单", "后续关注关键词" ], "owner_area": "AI Agent 能力建设", "related_entry": "藏书阁", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/f85d82aa9345/2026-09-06_03-35-12.md", "skill:hermes-agent", "skill:hermes-update-local-patches" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "0c49d4bb5faa", "name": "知识库早报 09:15", "enabled": true, "state": "scheduled", "schedule": "15 9 * * *", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [], "script": null, "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T09:43:39.988332+08:00", "last_run_age": "2h 前", "next_run_at": "2026-09-13T09:15:00+08:00", "next_run_age": "-75533s 前", "repeat": { "times": null, "completed": 74 }, "category": "知识库/内容雷达", "tags": [ "应汇报" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/0c49d4bb5faa/2026-09-12_09-43-39.md", "mtime": "2026-09-12T09:43:39.232713+08:00", "size": 6613, "snippet": "与 RFC 9700 冲突，不能整套照搬。\n\n2. **[BenchShield：奖励全生命周期完整性](https://abos-at.work/llm-wiki/ai--sources--benchshield-reward-lifecycle-integrity.html)** \n 独立 verifier 通过，不一定代表真实完成任务；交付物、评分入口、超时处理都可能制造假成功。值得借鉴的是将**任务结果、完整性判定、覆盖率和弃权原因分开报告**。论文实验尚未本地复现。\n\n3. **[Atlassian Rovo A2A：真实接入与企业授权门](https://abos-at.work/llm-wiki/ai--sources--atlassian-rovo-a2a-live-card-and-enterprise-gates.html)** \n 本次 `PUBLIC_LATEST`。入库记录包含真实 Agent Card 与 OAuth 元数据核验，重点是：**Card 可读≠组织准入≠业务资源获授权**；流式断线或边缘超时后，不能盲目重试写操作。未进行登录后的端到端任务测试。\n\n另新增今日优化总结，更新 A2A、MCP Gateway、Agent Benchmarks、知识雷达及优化总览。finance、hr、product-design 在本次 24 小时窗口无正式文章变更。\n\n## CVM 公网入口\n\n**https://abos-at.work/llm-wiki/index.html**\n\n- 已发布 **527 页：524 篇正文＋3 个分类导航**。\n- 公网首页、manifest、最近 36 小时的 14 篇更新页均已回读，**16 个目标全部 HTTP 200，正文与本次本地构建逐字节一致**。\n- 向量索引为 GLM Embedding-3，**524/524 篇**，无漏收、重复路径或 mtime/大小过期项；三篇推荐文章的实测语义查询均排名第一。\n\n## 运行状态与异常\n\n- **自动更新频率**：每日 09:00 知识雷达、12:00 优化汇总、17:00 arXiv 扫描。本日雷达最近运行记录为 **09:39，状态 ok**。\n- **体检未通过**：333 个错误、2,672 个警告；正式 wiki 区有 **62 条断链、1 项缺失 frontmatter**。最近变更的 9 篇文章没有 ERROR，但均出现孤儿页告警；核查发现检查器只按标题判断，遗漏了实际文件名链接，不能据此认定页面孤立。\n- **取证缺口已保留**：今日雷达遇到 Firecrawl 403 后改用官方 HTTPS；Rovo 部分页 404、BenchFlow API 限流，缺失部分未冒充验证通过。向量检索另有 urllib3/LibreSSL 兼容警告，当前查询实际成功。\n\n## 对 llm-wiki 的改进建议\n\n今日来源覆盖官方文档、RFC 和论文，**未围绕 Karpathy 或单一来源**；但选题仍偏 MCP/A2A 与安全。雷达已补入身份授权、有效能力卡、覆盖率与弃权等检索词，重复候选未再次晋升。\n\n1. **先让体检可信**：统一标题与文件名的链接解析，消除孤儿误报，再逐项治理正式区断链；不要为清零告警批量改写 raw。\n2. **减少大页和日报噪音**：优先拆分超长 `Agent-Benchmarks`，保留机制总览与专题反链；查询稳定知识时先用 `--type concept`。\n3. **按知识缺口调整雷达**：下一轮优先核查 Harbor 的适配一致性、筛选分母与答案泄漏，同时轮换独立 context 实践；不再堆同类网关介绍。\n\n本次摘要、索引核查和公网发布均已完成；体检债务与上述取证缺口仍未解决。" }, "human": { "purpose": "整理近期 AI/知识库探索结果，生成可阅读摘要并更新公网知识页。", "inputs": [ "llm-wiki 内容", "公网资料/搜索结果", "本地入库记录" ], "logic": "由 Agent 总结新增内容、发布状态和异常摘要。", "outputs": [ "飞书摘要", "llm-wiki 公网页面", "cron 输出" ], "owner_area": "藏书阁内容运营", "related_entry": "藏书阁", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/0c49d4bb5faa/2026-09-12_09-43-39.md" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "56f995671820", "name": "llm-wiki 自我优化汇总 12:00", "enabled": true, "state": "scheduled", "schedule": "0 12 * * *", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [ "llm-wiki" ], "script": null, "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T12:09:01.239367+08:00", "last_run_age": "7m 前", "next_run_at": "2026-09-13T12:00:00+08:00", "next_run_age": "-85433s 前", "repeat": { "times": null, "completed": 74 }, "category": "知识库/内容雷达", "tags": [ "优化/治理", "应汇报" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/56f995671820/2026-09-12_12-08-59.md", "mtime": "2026-09-12T12:08:59.859103+08:00", "size": 46702, "snippet": " — either report your findings normally, or say [SILENT] and nothing more.]\n\n你是 llm-wiki 自我优化汇总任务。目标：把每日散落的 `wiki/ai/sources/llm-wiki-optimization-YYYY-MM-DD.md` 观察升级为稳定机制，而不是继续制造孤立日志。\n\n每次执行：\n1. 读取 `~/llm-wiki/vault/_index.md`、`~/llm-wiki/vault/log.md` 最近 80 行、最近 7 天 `wiki/ai/sources/llm-wiki-optimization-*.md`。\n2. 抽取仍有效的机制级结论，更新 `wiki/ai/concepts/LLM-Wiki-Optimization-Log.md`。\n3. 检查 AI 雷达是否仍按知识点价值运行：MCP Gateway / A2A / harness-runtime / context management / benchmark-evaluation / sandbox-security。不要按 Karpathy 或任何单一人物/来源收敛。\n4. 检查新增/更新页面是否缺少主题簇 wikilink；低风险可直接补，范围大则列为建议。\n5. 如有内容更新，运行 `~/llm-wiki/bin/wiki-vquery-run index --reindex` 并发布：`~/llm-wiki/scripts/publish-wiki-to-cvm.py --since-hours 36`。\n\n输出：中文精炼，必须包含：机制升级了什么、是否有链接/索引/发布异常、CVM 公网入口 `https://abos-at.work/llm-wiki/index.html`。\n\n## Response\n\n已汇总 **9 月 6–12 日**观察，更新[稳定机制总览](https://abos-at.work/llm-wiki/ai--concepts--LLM-Wiki-Optimization-Log.html)、`_index.md` 与 `log.md`，并完成索引、发布；**未新增日报**。\n\n### 机制升级\n- **发现与授权分开**：Card 可读不代表任务获授权；交互用户、cron、服务账号分别记账，借用服务账号前必须授权。\n- **案例与标准分开**：新论文不能自动覆盖适用安全规范；保留冲突标记，只吸收有依据的机制。\n- **任务结果与评分可信度分开**：同时记录覆盖率、条件准确率和弃权原因；验证器超时、证据缺失不能算通过。\n\n### 检查结果\n- **雷达未跑偏**：仍围绕 MCP Gateway、A2A、harness-runtime、context management、benchmark-evaluation、sandbox-security，未向单一人物或来源收敛。\n- **链接**：近七日 32 篇新增/更新文章均有主题簇正文链接，无新增坏链。全库仍有 **333 项历史错误，其中正式文章 63 项**，未在本轮批量治理。\n- **索引与发布**：524 篇正式文章的文件系统、关键词、向量路径完全一致；公网首页、manifest、总览正文回读均与本地构建一致。本轮无阻塞。\n\n### 下一步建议\n1. 查询稳定机制时加 `--type concept`，减少旧日报占据前排。\n2. 单独安排正式文章历史错误清理，不混入日常雷达。\n3. 在隔离 runner 加入“验证器超时／证据缺失”负例；本轮仅沉淀规则，未部署这些控制。\n\n**CVM 公网入口：** https://abos-at.work/llm-wiki/index.html" }, "human": { "purpose": "整理近期 AI/知识库探索结果，生成可阅读摘要并更新公网知识页。", "inputs": [ "llm-wiki 内容", "公网资料/搜索结果", "本地入库记录" ], "logic": "由 Agent 总结新增内容、发布状态和异常摘要。", "outputs": [ "飞书摘要", "llm-wiki 公网页面", "cron 输出" ], "owner_area": "藏书阁内容运营", "related_entry": "藏书阁", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/56f995671820/2026-09-12_12-08-59.md", "skill:llm-wiki" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "6a576cbb29e1", "name": "定时任务合理性与负载/死锁巡检", "enabled": true, "state": "scheduled", "schedule": "30 11 * * 1", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [ "hermes-agent" ], "script": null, "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-07T11:37:54.530221+08:00", "last_run_age": "5d 前", "next_run_at": "2026-09-14T11:30:00+08:00", "next_run_age": "-170033s 前", "repeat": { "times": null, "completed": 10 }, "category": "Hermes 自维护", "tags": [ "优化/治理", "应汇报" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/6a576cbb29e1_20260907_113753.txt", "mtime": "2026-09-07T11:37:53.239962+08:00", "size": 7102, "snippet": "ers/zhengbokai/.tmeoa/browser-data` / CDP `51074`。\n - 证据：RMS 30m 任务最近耗时 `max 107.8s`，TMEOA 1m 任务也经常 60-117s。\n - 风险：同一 Chrome/CDP profile 并发导航、开关 tab、登录刷新，容易互相干扰。\n\n### 低\n1. **残留 lock 文件较多**\n - 证据：`.jobs.lock` mtime=`2026-06-24`；多个 `.fire-*.lock` mtime 在 09:43-11:30；`lsof` 未见持有者。\n - 风险：多数可能只是文件残留，但与 `Fire claim lost` / `claimed` 残留同日出现，建议后续在 scheduler idle 时清理或验证。\n\n2. **输出体积暂不危险，但 wiki-lint 单次输出偏大**\n - 证据：`4866141ee5e3 wiki-lint` output 总计 `9.34MB`，最近单文件约 `1.09MB`。\n - 风险：目前可接受，但若长期增长会拖慢汇报总线/巡检读取。\n\n## 建议动作\n1. **把 `c3dee1e0c958` 从 `every 1m` 调整到 `every 3m` 或 `every 5m`**；同时给脚本加非阻塞 lock 和 CDP 调用硬超时，避免 1 分钟任务持续 `already running`。\n2. **给 TMEOA/RMS/cookie 三个 CDP 任务加共享互斥锁**，同一时间只允许一个任务操作 `127.0.0.1:51074` 和 `.tmeoa/browser-data`。\n3. **修复 Gateway 启动环境**：在人工维护窗口执行 `hermes gateway start` 更新 stale launchd plist，并确认 Feishu 依赖不再 lazy-install 失败；避免再次进入 restart-loop。\n4. **为 `threadspec.py publish` 和 `report_bus_publish.py` 的 ssh/scp/rsync 加 timeout**，并为 `rsync --delete` 增加“本地 render/manifest 健康检查通过后才执行”的保护。\n5. **错开 11:30 巡检任务与 `*/15`/`every 30m` 任务**：建议把本审计任务移到 `11:37`，减少当前这种同分钟 claimed 积压。\n6. **错开 09:00 agent 高峰**：`AI 知识点雷达 09:00`、`weekly skill radar 09:00`、`知识库早报 09:15`、`向量覆盖 09:30` 建议至少错开 30-60 分钟。\n7. **观察/处理 `signpost_reporter` 满核**：若下次巡检仍 100%，建议人工确认后 kill 该进程或重启系统服务；它不是 Hermes cron，但会放大所有超时风险。\n\n本次完成了 cron 清单、进程负载、日志关键词、cron 目录/lock/output、执行库和高频脚本检查；未创建/更新/删除任何 cron job。注意：执行 `hermes cron list --all` 时 Hermes CLI 自动触发了一次 interrupted-update dependency recovery，这是工具启动副作用，非本审计主动修改 cron。\n\nTo stop or manage this job, send me a new message (e.g. \"stop reminder 定时任务合理性与负载/死锁巡检\")." }, "human": { "purpose": "维护 Hermes 自身更新与本地补丁状态，降低工具链漂移风险。", "inputs": [ "Hermes repo/update 输出", "本地补丁状态" ], "logic": "定期运行更新/检查流程并记录结果。", "outputs": [ "更新日志", "cron 输出" ], "owner_area": "Hermes 自维护", "related_entry": "动力炉", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/6a576cbb29e1_20260907_113753.txt", "skill:hermes-agent" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "4e1ac6dc2ff9", "name": "观澜台汇报总线发布", "enabled": true, "state": "scheduled", "schedule": "every 30m", "deliver": "local", "no_agent": true, "agent_involved": false, "skills": [], "script": "report_bus_publish.py", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T11:45:07.513146+08:00", "last_run_age": "30m 前", "next_run_at": "2026-09-12T12:46:06.578180+08:00", "next_run_age": "-1799s 前", "repeat": { "times": null, "completed": 3458 }, "category": "其他", "tags": [ "优化/治理", "应汇报", "数据源/本地沉淀" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/4e1ac6dc2ff9/2026-09-12_11-45-07.md", "mtime": "2026-09-12T11:45:07.505039+08:00", "size": 772, "snippet": "# Cron Job: 观澜台汇报总线发布\n\n**Job ID:** 4e1ac6dc2ff9\n**Run Time:** 2026-09-12 11:45:07\n**Mode:** no_agent (script)\n\n---\n\n{\n \"ok\": true,\n \"blog_name\": \"观澜台\",\n \"local_html\": \"/tmp/hermes-report-bus/index.html\",\n \"public_url\": \"https://abos-at.work/cc-wechat/files/observatory/report-bus/index.html\",\n \"public_json_url\": \"https://abos-at.work/cc-wechat/files/observatory/report-bus/report-bus.json\",\n \"summary\": {\n \"total\": 23,\n \"enabled\": 18,\n \"disabled_or_completed\": 5,\n \"reportable_or_daily\": 14,\n \"local_sources\": 5,\n \"optimization_governance\": 8,\n \"errors_or_delivery_issues\": 0,\n \"categories\": {\n \"知识库/内容雷达\": 9,\n \"已完成/停用\": 5,\n \"Hermes 自维护\": 3,\n \"其他\": 6\n }\n }\n}" }, "human": { "purpose": "刷新观澜台汇报总线，把分散 cron 状态聚合成公网可读页面和 JSON。", "inputs": [ "~/.hermes/cron/jobs.json", "~/.hermes/cron/output/*" ], "logic": "读取 cron 配置和输出，分类、解释并发布 report-bus。", "outputs": [ "观澜台 index.html", "report-bus.json" ], "owner_area": "ABOS 页面治理", "related_entry": "观澜台", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/4e1ac6dc2ff9/2026-09-12_11-45-07.md", "report_bus_publish.py" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "a101e2378bae", "name": "繁星阁变更雷达与本地融合建议", "enabled": true, "state": "scheduled", "schedule": "0 18 * * 1,4", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [ "hermes-agent", "skill-radar" ], "script": null, "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-10T18:07:09.843153+08:00", "last_run_age": "1d 前", "next_run_at": "2026-09-14T18:00:00+08:00", "next_run_age": "-193433s 前", "repeat": { "times": null, "completed": 21 }, "category": "知识库/内容雷达", "tags": [ "优化/治理", "应汇报" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/a101e2378bae/2026-09-10_18-07-08.md", "mtime": "2026-09-10T18:07:08.541868+08:00", "size": 80396, "snippet": "\n\n## 2) 新增/变化能力清单\n本期没有可确认的新变化。以下是从**旧 HEAD** 复核的能力，不能算作本期更新。\n\n| 能力 | CNB 路径¹ | 用途 | 与本地不同 | 融合级别 |\n|---|---|---|---|---|\n| OPD 结构化证据包 | A | 证据携带时间窗、质量、运行轨迹；缺少基线不生成趋势风险 | 本地已有告警检查和报告总线，值得统一证据状态，不必另造采集器 | P0：仅借鉴契约 |\n| Skill 质量反馈闭环 | B | 将 case、反馈与运行产物关联，改进候选先审批，不自动改源码 | 默认 profile 清单没有同名 skill，可试验可追溯反馈流程 | P1 |\n| TMEOA 共享浏览器 | C | 常驻 Chrome、共享登录态、业务独立 page session | 本地共享浏览器脚本及 Cookie watchdog 已覆盖核心模式 | P2 |\n\nOPD 工具依赖 Python 和随包 `opd_tools`；reader 另需 Playwright、Chrome、内部网络及登录态。本次未运行这些工具。\n\n## 3) 特别值得融合进本地的 Top 5\n**本期新增 Top 5 暂缺，不凑数。** 旧能力仅保留两个候选，均未实施：\n\n- **P0｜适配脚本输出和 report bus**：参考 A，显式记录采集状态、观测时间、证据质量、来源 commit；严格区分“采集失败”与“没有变化”。只借鉴契约，判断和编排仍由 Hermes 负责。\n- **P1｜先沉淀 llm-wiki，再决定是否新建 skill**：参考 B，用一份真实失败产物试验“case → artifact → 待审批建议”。笔记先脱敏，反馈不直接变成已确认规则。\n\n## 4) 暂不融合／仅观察\n- 不重复引入共享浏览器能力。\n- 不把静态触发样例当成真实模型触发率评测；A 已明确这一边界。\n- 缓存已有 `tmeoa-reader/services/client.py` 修改及备份文件，本次全部保留，未当作 CNB 变更。\n\n## 5) 下次跟踪点\n1. **检查 iOA/VPN 与内网路由**，TCP 未通前不要求扫码或更换 token。\n2. **恢复后补做差异审阅**，从保留的 `1ebfc8e3725a9…` 检查至最新 HEAD。\n3. **更新前检查缓存 patch**，不要 reset、stash 或覆盖；继续用提交对象隔离本地修改。\n\n## 6) 证据路径列表\n¹ 以下路径均已从缓存 HEAD 实际读取：\n\n- **A**：`yonggangli/_ai-workspaces/opd-tools/README.md`\n- **B**：`yonggangli/skills/opd-skill-quality/SKILL.md`\n- **C**：`aboszheng/skills-project-level/tmeoa-reader/SKILL.md`\n\n本地对照包括 `tmeoa_shared_browser.py`、`alert_watchdog_healthcheck.sh`、`report_bus_publish.py`、浏览器 watchdog 与 llm-wiki 的 skill 文档；已核对默认 profile 的 skill 路径清单，不据此断言全机能力缺失。\n\n**交付确认：**三份报告产物已写入 `~/.hermes/cron/output/a101e2378bae/`，时间戳报告为 `fanxingge-review-20260910-1805.md`；观澜台页面与公开 JSON 均已回读，确认包含本期报告。**远端变更审阅仍受网络阻塞；未安装、更新或覆盖任何本地 skill。**" }, "human": { "purpose": "整理近期 AI/知识库探索结果，生成可阅读摘要并更新公网知识页。", "inputs": [ "llm-wiki 内容", "公网资料/搜索结果", "本地入库记录" ], "logic": "由 Agent 总结新增内容、发布状态和异常摘要。", "outputs": [ "飞书摘要", "llm-wiki 公网页面", "cron 输出" ], "owner_area": "藏书阁内容运营", "related_entry": "藏书阁", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/a101e2378bae/2026-09-10_18-07-08.md", "skill:hermes-agent", "skill:skill-radar" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "ae8fb9e2d4ad", "name": "Hermes 长期记忆与偏好安全网备份", "enabled": true, "state": "scheduled", "schedule": "15 4 * * *", "deliver": "local", "no_agent": true, "agent_involved": false, "skills": [], "script": "backup-hermes-memory-safety-net.sh", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T04:15:51.115260+08:00", "last_run_age": "8h 前", "next_run_at": "2026-09-13T04:15:00+08:00", "next_run_age": "-57533s 前", "repeat": { "times": null, "completed": 74 }, "category": "Hermes 自维护", "tags": [ "数据源/本地沉淀" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/ae8fb9e2d4ad/2026-09-12_04-15-51.md", "mtime": "2026-09-12T04:15:51.109828+08:00", "size": 178, "snippet": "# Cron Job: Hermes 长期记忆与偏好安全网备份\n\n**Job ID:** ae8fb9e2d4ad\n**Run Time:** 2026-09-12 04:15:51\n**Mode:** no_agent (script)\n**Status:** silent (empty output)" }, "human": { "purpose": "维护 Hermes 自身更新与本地补丁状态，降低工具链漂移风险。", "inputs": [ "Hermes repo/update 输出", "本地补丁状态" ], "logic": "定期运行更新/检查流程并记录结果。", "outputs": [ "更新日志", "cron 输出" ], "owner_area": "Hermes 自维护", "related_entry": "动力炉", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/ae8fb9e2d4ad/2026-09-12_04-15-51.md", "backup-hermes-memory-safety-net.sh" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "44b0aefb3208", "name": "定时刷新 tmeoa cookie", "enabled": true, "state": "scheduled", "schedule": "every 360m", "deliver": "origin", "no_agent": true, "agent_involved": false, "skills": [], "script": "tmeoa-cookie-refresh.py", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T08:13:38.274491+08:00", "last_run_age": "4h 前", "next_run_at": "2026-09-12T14:13:38.274491+08:00", "next_run_age": "-7051s 前", "repeat": { "times": null, "completed": 289 }, "category": "其他", "tags": [], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/44b0aefb3208/2026-09-12_08-13-37.md", "mtime": "2026-09-12T08:13:37.297860+08:00", "size": 898, "snippet": "# Cron Job: 定时刷新 tmeoa cookie\n\n**Job ID:** 44b0aefb3208\n**Run Time:** 2026-09-12 08:13:37\n**Mode:** no_agent (script)\n\n---\n\n⚠️ TMEOA SSO 要求重新扫码\n\n访问 CNB 业务页时被重定向到 TME 企业统一登录页，说明服务端未接受当前浏览器会话；请扫描下面的二维码恢复。\n\n- 时间：2026-09-12T08:13:37+08:00\n- CDP：http://127.0.0.1:51074\n- Profile：/Users/zhengbokai/.tmeoa/browser-data\n- 当前页面：https://passport.tmeoa.com/authorize?appkey=2aa35fc77bb78336a550ead21910d497&client_id=2aa35fc77bb78336a550ead21910d497&redirect_uri=https%3A%2F%2Fcnb.tmeoa.com%2Foauth%2Fcallback&response_type=code&scope=user&state=9UkRkBFRZtGa0lVYVlWb38WNqtkMFB1V6hGbvJUVQNzXuNUb3NlQKhkY6plLwADMkhDZyITMhlTOmFDZxA\n- 登录二维码链接：https://abos-at.work/cc-wechat/files/tmeoa-login/sso-login-20260912-081033.html\n- 企微发送：链接消息成功" }, "human": { "purpose": "维护一个自动化任务，并把运行结果沉淀为可追溯证据。", "inputs": [ "Hermes cron 配置", "最近运行输出" ], "logic": "按 cron 配置运行脚本或 Agent prompt，并记录状态、错误和输出。", "outputs": [ "cron output", "观澜台 report-bus.json" ], "owner_area": "其他", "related_entry": "观澜台", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/44b0aefb3208/2026-09-12_08-13-37.md", "tmeoa-cookie-refresh.py" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "40025af06ee9", "name": "RMS线上发版/配置变更跟踪", "enabled": true, "state": "scheduled", "schedule": "every 30m", "deliver": "origin", "no_agent": true, "agent_involved": false, "skills": [], "script": "rms-release-watch.py", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T12:15:26.122655+08:00", "last_run_age": "40s 前", "next_run_at": "2026-09-12T12:45:26.122655+08:00", "next_run_age": "-1759s 前", "repeat": { "times": null, "completed": 3284 }, "category": "其他", "tags": [], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/40025af06ee9/2026-09-12_12-15-26.md", "mtime": "2026-09-12T12:15:26.100703+08:00", "size": 169, "snippet": "# Cron Job: RMS线上发版/配置变更跟踪\n\n**Job ID:** 40025af06ee9\n**Run Time:** 2026-09-12 12:15:26\n**Mode:** no_agent (script)\n**Status:** silent (empty output)" }, "human": { "purpose": "维护一个自动化任务，并把运行结果沉淀为可追溯证据。", "inputs": [ "Hermes cron 配置", "最近运行输出" ], "logic": "按 cron 配置运行脚本或 Agent prompt，并记录状态、错误和输出。", "outputs": [ "cron output", "观澜台 report-bus.json" ], "owner_area": "其他", "related_entry": "观澜台", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/40025af06ee9/2026-09-12_12-15-26.md", "rms-release-watch.py" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "e353051ee8d9", "name": "publish-thread-specs-to-guanlan", "enabled": true, "state": "scheduled", "schedule": "*/15 * * * *", "deliver": "local", "no_agent": true, "agent_involved": false, "skills": [], "script": "publish-thread-specs.sh", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T12:15:27.708445+08:00", "last_run_age": "38s 前", "next_run_at": "2026-09-12T12:30:00+08:00", "next_run_age": "-833s 前", "repeat": { "times": null, "completed": 6840 }, "category": "其他", "tags": [ "数据源/本地沉淀" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/e353051ee8d9/2026-09-12_12-15-27.md", "mtime": "2026-09-12T12:15:27.700766+08:00", "size": 289, "snippet": "# Cron Job: publish-thread-specs-to-guanlan\n\n**Job ID:** e353051ee8d9\n**Run Time:** 2026-09-12 12:15:27\n**Mode:** no_agent (script)\n\n---\n\n{\"url\": \"https://abos-at.work/thread/index.html\", \"snapshot\": \"/Users/zhengbokai/.hermes/thread_specs/.snapshots/thread_specs-20260912-121526.tar.gz\"}" }, "human": { "purpose": "发布或维护飞书会话 spec，让议事厅可恢复每段会话的目标、决策和任务。", "inputs": [ "~/.hermes/thread_specs", "ConversationSpec 文件" ], "logic": "渲染并发布 spec 索引与详情页。", "outputs": [ "/thread/ 页面", "manifest.json", "health.json" ], "owner_area": "议事厅", "related_entry": "议事厅", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/e353051ee8d9/2026-09-12_12-15-27.md", "publish-thread-specs.sh" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "b91ff4b01147", "name": "告警守望30分钟聚合分析（飞书摘要，不直推企微）", "enabled": false, "state": "paused", "schedule": "every 30m", "deliver": "origin", "no_agent": false, "agent_involved": true, "skills": [ "remote-service-admin-triage" ], "script": null, "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-07-04T07:46:47.864866+08:00", "last_run_age": "70d 前", "next_run_at": "2026-07-04T08:16:47.864866+08:00", "next_run_age": "70d 前", "repeat": { "times": null, "completed": 80 }, "category": "已完成/停用", "tags": [ "数据源/本地沉淀" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/b91ff4b01147/2026-07-04_07-46-47.md", "mtime": "2026-07-04T07:46:47.304686+08:00", "size": 15405, "snippet": "文件或脚本失败，要明确说明失败点和下一步，而不是假装无告警。\n\n## Response\n\n## 结论\n\n当前**不能判定“0 告警”**：告警守望的 AMC/OPD 采集源持续不可用，最近一次成功采集停在 **2026-07-04 02:22:31**，截至本次巡检约已形成 **5 小时 20 分钟以上盲区**。 \n近 60 分钟内新增的高价值问题主要是**巡检系统自身故障**，不是业务告警本身。\n\n## 重点问题\n\n1. **P1｜巡检系统自身故障：AMC/OPD 采集持续超时**\n - `collector_status=error`\n - `alert_data_status=UNKNOWN`\n - 最近多次运行均超时：\n - `opd_reader.py amc-alerts --pages 10 --rows 100 --output-limit 1000`\n - 超时阈值从 100s 到 160s 仍失败\n - 最近成功时间：`2026-07-04T02:22:31+08:00`\n - 当前状态明确是 **SOURCE_UNAVAILABLE / unknown_or_failed**，不能展示为绿色或 0 告警。\n\n2. **业务告警视角：最近有效数据已过期**\n - 最新可用快照仍是 `20260704_022230_amc.json`。\n - 该快照里曾有 P1 候选，包括：\n - VIP/广告超时数据上报监控：iOS、Android 两条\n - 充值后资产发放服务补单/对账修复数据 1 条\n - kgcron 歌手补充信息任务执行失败\n - kgmonitor 失败率异常\n - 但这些都是 **02:22 前后的旧数据**，本轮不能据此判断当前是否仍在发生。\n\n3. **重复噪声/自动恢复**\n - 当前近 60 分钟没有新的有效业务告警输入可做去重与恢复判断。\n - 旧快照中存在自动恢复和低信号 wxinform 类告警，已不应逐条转发。\n\n## 建议动作\n\n1. **优先恢复采集链路**\n - 刷新或重建 `tmeoa-reader / Chrome CDP` 浏览器上下文。\n - 先跑低负载探测：`amc-alerts --pages 1 --rows 20 --output-limit 50`。\n - 成功后再执行一次 watchdog dry-run，并补看 02:22 之后盲区内是否有 P0/P1。\n\n2. **把本次问题按“巡检系统自身故障”处理**\n - 这是符合企微少量直推条件的 SELF_FAILURE 类型。\n - 但不要把未分析的原始告警直推企微。\n\n3. **恢复后重点回溯**\n - 回溯 VIP/充值对账/任务失败/失败率异常相关指纹，确认是否持续、恢复或升级。\n - 若盲区内出现 P0、持续 P1 或多业务扩散，再单独升级通知。\n\n## 机制状态\n\n- 已确认配置：`routing.realtime_wecom_enabled=false`，实时任务当前是**只落盘、不直推企微**，符合机制要求。\n- `notifier_status=disabled_recorded_only`，历史候选通知被记录为 `realtime_wecom_disabled`，未直接推送。\n- 当前最大机制风险不是企微直推，而是 **采集源持续 UNKNOWN 导致监控盲区**。\n- 本轮检查已覆盖配置、状态文件、source health、最近 run summaries/errors、最近快照；未完成/阻塞项：**因 AMC/OPD 采集持续超时，无法判断 02:22 之后真实业务告警状态**。" }, "human": { "purpose": "检查告警守望采集链路和告警摘要，避免把采集失败误判为 0 告警。", "inputs": [ "OPD/AMC 告警源", "watchdog state", "健康检查脚本输出" ], "logic": "采集告警与健康信号，由 Agent 判断采集链路、噪音和高价值问题。", "outputs": [ "本地状态文件", "巡检摘要", "必要时飞书/企微提醒" ], "owner_area": "告警/监控巡检", "related_entry": "观澜台", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/b91ff4b01147/2026-07-04_07-46-47.md", "skill:remote-service-admin-triage" ], "failure_explanation": "", "next_recommendation": "已停用/完成；如无后续价值，可在动力炉中标记归档，避免干扰日常判断。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "c29f4708765b", "name": "repo 下所有 Git 仓库安全快进更新", "enabled": true, "state": "scheduled", "schedule": "30 4 * * *", "deliver": "origin", "no_agent": true, "agent_involved": false, "skills": [], "script": "repo-auto-ff-update.py", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T04:31:40.690779+08:00", "last_run_age": "7h 前", "next_run_at": "2026-09-13T04:30:00+08:00", "next_run_age": "-58433s 前", "repeat": { "times": null, "completed": 63 }, "category": "其他", "tags": [ "优化/治理", "应汇报" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/c29f4708765b/2026-09-12_04-31-39.md", "mtime": "2026-09-12T04:31:39.878696+08:00", "size": 1532, "snippet": "# Cron Job: repo 下所有 Git 仓库安全快进更新\n\n**Job ID:** c29f4708765b\n**Run Time:** 2026-09-12 04:31:39\n**Mode:** no_agent (script)\n\n---\n\n[2026-09-12 04:30:55] repo auto-update checked=30 changed=16 skipped=0 failed=0 dry_run=False\n\nCHANGED:\n- repo-claude: fast-forwarded main ab425fa->7d1812c (2 commits)\n- vip/promotion_vip_kugou_com: fast-forwarded master d1c1b2d->66f9ffa (3 commits)\n- vip/vip_lua: fast-forwarded master 469b6bee0->9be7edd86 (3 commits)\n- vip/vipactivityos_kugou_com: fast-forwarded master d44b1efe->8e9b422f (22 commits)\n- vip/vipadmin_kugou_net: fast-forwarded master 40a356381->acd8f0dc3 (42 commits)\n- vip/vipenergy_kugou_com: fast-forwarded master 2dd090ce->b6836137 (14 commits)\n- vip/vipos_kugou_com: fast-forwarded master 67b052df1->035630fca (53 commits)\n- vip/vippoints_kugou_com: fast-forwarded master 90f396a->85dbed6 (2 commits)\n- wechat-work: fast-forwarded master a02dc48->6fe2646 (7 commits)\n- youth-web/kgconcept-vip-prepay: fast-forwarded master 9f039b7->a09a817 (1 commits)\n- youth/admin_protected: fast-forwarded master 74b48ac0ad->288fdf7047 (30 commits)\n- youth/concepts_kugou_com: fast-forwarded master ef62308b->6965d54a (6 commits)\n- youth/docker/cli_proxy_api/CLIProxyAPI: fast-forwarded main 09a29bd3->5b278561 (31 commits)\n- youth/go_kugouvip_kugou_com: fast-forwarded master 461bd3e->d144725 (32 commits)\n- youth/kugouvip_kugou_com: fast-forwarded master d1463223->18e2f32f (39 commits)\n- youth/kugouvip_order_monitor: fast-forwarded master 9c96257->4e12c72 (8 commits)" }, "human": { "purpose": "维护 Hermes 自身更新与本地补丁状态，降低工具链漂移风险。", "inputs": [ "Hermes repo/update 输出", "本地补丁状态" ], "logic": "定期运行更新/检查流程并记录结果。", "outputs": [ "更新日志", "cron 输出" ], "owner_area": "Hermes 自维护", "related_entry": "动力炉", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/c29f4708765b/2026-09-12_04-31-39.md", "repo-auto-ff-update.py" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "c3dee1e0c958", "name": "TMEOA 扫码恢复自动感知", "enabled": true, "state": "scheduled", "schedule": "every 1m", "deliver": "origin", "no_agent": true, "agent_involved": false, "skills": [], "script": "tmeoa-login-watch.py", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T12:14:06.438344+08:00", "last_run_age": "2m 前", "next_run_at": "2026-09-12T12:17:06.548587+08:00", "next_run_age": "-59s 前", "repeat": { "times": null, "completed": 59969 }, "category": "其他", "tags": [], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/c3dee1e0c958/2026-09-12_12-14-06.md", "mtime": "2026-09-12T12:14:06.434175+08:00", "size": 165, "snippet": "# Cron Job: TMEOA 扫码恢复自动感知\n\n**Job ID:** c3dee1e0c958\n**Run Time:** 2026-09-12 12:14:06\n**Mode:** no_agent (script)\n**Status:** silent (empty output)" }, "human": { "purpose": "维护一个自动化任务，并把运行结果沉淀为可追溯证据。", "inputs": [ "Hermes cron 配置", "最近运行输出" ], "logic": "按 cron 配置运行脚本或 Agent prompt，并记录状态、错误和输出。", "outputs": [ "cron output", "观澜台 report-bus.json" ], "owner_area": "其他", "related_entry": "观澜台", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/c3dee1e0c958/2026-09-12_12-14-06.md", "tmeoa-login-watch.py" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } }, { "id": "badff30b3b51", "name": "llm-wiki 向量索引覆盖率检查", "enabled": true, "state": "scheduled", "schedule": "30 9 * * *", "deliver": "origin", "no_agent": true, "agent_involved": false, "skills": [], "script": "wiki-vector-coverage-report.py", "last_status": "ok", "last_error": null, "last_delivery_error": null, "last_run_at": "2026-09-12T09:43:42.414902+08:00", "last_run_age": "2h 前", "next_run_at": "2026-09-13T09:30:00+08:00", "next_run_age": "-76433s 前", "repeat": { "times": null, "completed": 22 }, "category": "知识库/内容雷达", "tags": [ "应汇报" ], "latest_output": { "path": "/Users/zhengbokai/.hermes/cron/output/badff30b3b51/2026-09-12_09-43-42.md", "mtime": "2026-09-12T09:43:42.411349+08:00", "size": 171, "snippet": "# Cron Job: llm-wiki 向量索引覆盖率检查\n\n**Job ID:** badff30b3b51\n**Run Time:** 2026-09-12 09:43:42\n**Mode:** no_agent (script)\n**Status:** silent (empty output)" }, "human": { "purpose": "整理近期 AI/知识库探索结果，生成可阅读摘要并更新公网知识页。", "inputs": [ "llm-wiki 内容", "公网资料/搜索结果", "本地入库记录" ], "logic": "由 Agent 总结新增内容、发布状态和异常摘要。", "outputs": [ "飞书摘要", "llm-wiki 公网页面", "cron 输出" ], "owner_area": "藏书阁内容运营", "related_entry": "藏书阁", "evidence": [ "/Users/zhengbokai/.hermes/cron/output/badff30b3b51/2026-09-12_09-43-42.md", "wiki-vector-coverage-report.py" ], "failure_explanation": "", "next_recommendation": "无需动作；继续观察下一次运行。", "observability": { "score": 6, "score_total": 6, "checks": { "purpose": true, "inputs": true, "logic": true, "evidence": true, "recommendation": true, "relation": true } } } } ], "reportable_ids": [ "8df7a6f51586", "83236dfdb31f", "2c08fbba1510", "f85d82aa9345", "0c49d4bb5faa", "56f995671820", "6a576cbb29e1", "4e1ac6dc2ff9", "a101e2378bae", "44b0aefb3208", "40025af06ee9", "c29f4708765b", "c3dee1e0c958", "badff30b3b51" ], "local_source_ids": [ "bfbbae9ed402", "4866141ee5e3", "4e1ac6dc2ff9", "ae8fb9e2d4ad", "e353051ee8d9" ], "optimization_ids": [ "4866141ee5e3", "2c08fbba1510", "f85d82aa9345", "56f995671820", "6a576cbb29e1", "4e1ac6dc2ff9", "a101e2378bae", "c29f4708765b" ], "error_ids": [] }