jnMetaCode / agency-orchestrator

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Встановлення npm:agency-orchestrator@0.12.1 тягне 181 пакетів, прямих і транзитивних: 2 мають відомі сповіщення, з них 1 — прямі залежності.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

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          "headline": "feat: Docker/NAS 部署 (#93) + 供应商专有参数透传 (#90)",
          "author_name": "AI不止语",
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          "is_bot": false,
          "headline": "feat(studio): 工作流输入支持「从文件读入」(#96)",
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          "body": "原来两条并排的 📖（上手教程 + 配套学习）图标相同、措辞相近，读起来像重复。\n合并成一行、图标区分（📖 产品教程 · 🎓 配套学习导流），两个链接与关键数字\n全部保留，中英 README 同步。",
          "is_bot": false,
          "headline": "docs(readme): 头部两条教程/学习链接合并为一行",
          "author_name": "AI不止语",
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          "headline": "chore(desktop): v0.3.0 —— 全新 AO 应用图标 + 内置引擎 0.11.0",
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          "body": "用户实测反馈：系统体检卡的刷新按钮\"鼠标放上去没有提示\"——其实有原生\ntitle，但原生提示要悬停约 1 秒才出现，用户以为没有。全面排查后把所有\n纯图标按钮统一换成即时 Tip 组件（hover 立即显示）：\n\n- 系统体检卡刷新（本次反馈源头）\n- API key 明文/隐藏切换（原先连 title 都没有，纯裸图标）+ 供应商返回键\n- 运行弹窗：终端输出、关闭\n- 普通对话：下载、清空、关闭\n- 历史/实时步骤：复制（CopyButton 无 label 时为纯图标）、下载\n\nTip 组件新增 className 透传——子元素需要绝对定位时（key 输入框的眼睛按钮）\n把定位类挪到包裹层，不破坏布局。带可见文字的按钮保留原生 title 不动。",
          "is_bot": false,
          "headline": "fix(studio): 图标按钮即时悬停提示全覆盖",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T11:16:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "181be22451d0c8e4a5c5d3814d55549df3174242",
          "body": "0.10.0（7-12 定稿）与 0.11.0（今日：acceptance 自动核验两期、引擎待重启自检、\n供应商配置修复、品牌视觉、引导/默认供应商调整）随本次一起发出。\n官网 changelog 页构建期自动同步本文件。",
          "is_bot": false,
          "headline": "chore(release): v0.11.0 —— 版本收口与更新日志定稿",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T11:01:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e71c09c55373833b83887742094504553f31e38d",
          "body": null,
          "is_bot": false,
          "headline": "fix(website): 顶栏/页脚/工作台 Logo 换新 AO 品牌图标（原为紫圈 ao 文字占位）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T11:00:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5486bed1658c4013c43612ca261511b39d66033",
          "body": "品牌资产（矢量手绘 AO 标：渐变紫蓝 A + 圆环 O + 中心圆点，对齐设计稿）：\n- website/public/logo/：ao-mark.svg（主标）、ao-mark-white.svg（白色版）、\n  ao-app-icon.svg（圆角渐变应用图标）、ao-banner.png（README/宣传横幅 1600×400）\n- favicon.svg + favicon.ico（48/32/16）+ apple-touch-icon.png(180)——\n  官网此前连 favicon 都没有（404 默认地球图标）\n- og-image.png(1200×630) 接入 og\n[…]\n则最终版（与赞助商确认）：\n- 进阶档（多元探索）定制权益 = 默认 provider 位：Studio 下拉默认选中 +\n  服务端 AO_PROVIDER 兜底（apinebula → duoyuanx）——不再占引导横幅\n- 无凭证引导横幅/CLI ② = 其余 6 家（旗舰 APINEBULA + 5 家标准）按自然日\n  轮换 2 家，等份轮值（每家 2/6 天数），示例命令跟随当日首位",
          "is_bot": false,
          "headline": "feat(brand+sponsors): AO 品牌资产全套上线 + 赞助位规则最终版",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T10:05:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d466d26736ed46455e3cf54d3ada560e0eb0f004",
          "body": "档位规则落成代码（src/utils/sponsor-guide.ts，CLI 与 web 服务共用一份数据源）：\n- 进阶档（多元探索）固定第一位——档位专属权益，不参与轮换\n- 标准档（CCSub/Cubence/优云智算/火山引擎/RootFlowAI）按自然日轮换第二位：\n  同档等份轮值谁也不吃独食，也避免多个\"注册送 X\"并排稀释进阶档转化；\n  确定性轮换，可向赞助商解释每家 1/5 的天数份额\n- Studio 无凭证横幅与 CLI ② 引导同步生效\n\n赞助商点击埋点（复用现有 GA4 track()，本地无 gtag 自动静默不上报）：\n- 无凭证横幅链接 → sponsor_click / need_key_banner\n- 供应商配置页右上角注册按钮 → sponsor_click / provider_register_cta\n- key 输入框下的优惠条领取链接 → sponsor_click / provider_perk\n配合赞助商自家推广链接后台的注册/充值数据，即可拼出完整转化漏斗",
          "is_bot": false,
          "headline": "feat(sponsors): 无凭证引导标准档按天轮换 + 赞助商点击埋点",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T09:07:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "435e4c2a6ee1b80a1f36087a773539350c4bfa2d",
          "body": "- 无凭证引导（Studio 横幅 + CLI ② 路径）赞助商列表加入多元探索（注册送 3 元）\n  并排第一——顺序按赞助档位：多元探索（进阶）> CCSub / Cubence（标准）；\n  示例命令同步换成 --provider duoyuanx。供应商面板多元探索本就排首位，不动\n- 添加自定义供应商页顶部标注协议边界（中英）：走 OpenAI 兼容协议\n  （端点/chat/completions · Bearer 鉴权）是聚合/中转商事实标准，所以\n  端点 + key + 模型名即可直连——回应\"表单这么简单真的够吗\"的合理疑惑；\n  同时指明 Anthropic 协议中转和运行参数（温度/超时/重试）各自的正确入口",
          "is_bot": false,
          "headline": "feat(sponsors)+docs(ui): 无凭证引导按赞助档位排序 + 自定义供应商标注协议边界",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T08:43:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40f2c5ac97986ea48cfb6d3c4ad4ae889235e71d",
          "body": "/api/config、/api/test-provider、/api/provider-models 三处已拦，\n/api/custom-providers 创建时存 key 是第四个入口——漏拦会把坏 key 落盘，\n之后每次运行/测试都撞底层 ByteString 报错。四个入口现已一致。",
          "is_bot": false,
          "headline": "fix(providers): 自定义供应商创建同样拦截含中文/全角字符的 API key",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T08:24:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70f74d9c94ccd00d5a60e89a0148c1a05877fe6c",
          "body": "多元探索真 key 实测反馈的三个问题：\n\n1. duoyuanx 默认模型（sonnet-5）未在平台定价上架，测试连接必报\n   \"价格尚未由管理员配置\"——改为实测可用的 sonnet-4-6\n2. 测试连接失败时上游 JSON 原样透传又被 UI 单行截断（只见\"价格尚未由管\"半句）\n   —— 服务端抽出 error.message 人读文案（截断上限 200→300），前端最多两行\n   折行 + hover 看全文\n3. API key 含中文/全角字符（复制时把说明文字带上了）时，undici 往\n   authorization 头塞非 Latin1 字符抛底层 ByteString 错误，用户完全看不懂\n   —— /api/config、/api/test-provider、/api/provider-models 三处前置校验，\n   给出\"请只粘贴 key 本身\"的人话提示\n\n回归实测（真 key）：默认模型测试连接 ok 7.2s；坏模型返回完整人读报错；\n中文 key 返回校验提示",
          "is_bot": false,
          "headline": "fix(providers): 供应商配置页三连修——坏默认模型 / 报错截断 / 中文 key 谜之报错",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T08:00:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "683b3ba9d8a6c86f8744e8c4a6a517576463014c",
          "body": "用户实测踩坑两次：引擎进程 7/15 启动，多元探索 7/16 才进注册表、cc-switch 端点\n7/17 才存在——前端每次请求从磁盘读最新构建（认识新供应商），后端进程内存里是\n启动时加载的旧代码（/api/config、/api/test-provider 报 unknown provider 400，\n/api/ccswitch-providers 404），且引擎重启后自己好了极具迷惑性。\n\n- /api/health 新增 stale 标记：server.js / dist 注册表 / dist CLI 任一文件的\n  mtime 晚于进程启动时间 → 引擎代码已更新但未重启\n- 顶栏状态徽章：stale 时变琥珀色「引擎待重启」，hover 说明缘由与做法（中英）\n- unknown provider 报错带上 provider id 和请重启引擎后重试行动指引",
          "is_bot": false,
          "headline": "fix(studio): 引擎「待重启」自检——终结改码后不重启导致的 unknown provider 谜题",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T07:44:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cacc21fdbb6a5f3e4a1999e84b74ff1773712ceb",
          "body": "核验管线（feat 2e14bde 的补丁）：\n- 核验结论 max_tokens 从固定 500 改为随验收标准长度伸缩（500~2000）——\n  此前条目越多越长（恰恰是最差产出）越容易截断 JSON，核验静默失效\n- parseVerify: pass=false 但给不出任何未满足条目 → 判核验不可用（触发重试/跳过），\n  不再带着空清单烧一轮返工、显示\"验收 ⚠️ 0 条未满足\"\n- 条目内嵌换行压平成单行——CLI ⚠️ 行、步骤文件头引用块、SSE 逐行解析都按单行消费\n- 核验调用加外层超时兜底（同主链路 withTimeout 哲学），connector 内部超时失灵时\n[…]\nmpare 中断此前无痕消失）\n- resume 复用步骤把上次档案的角色名/验收标准/核验结果带回新档案——\n  续跑的 metadata 不再丢验收记录\n\nStudio SSE（feat 8ae801f 的补丁）：\n- 空行终止 verify-item 窗口——正文里以 ⚠️ 开头的行不再被误吞成核验条目\n\ntest/verify.ts 新增 3 项（32 通过）；全量 npm test 通过",
          "is_bot": false,
          "headline": "fix(verify+flush): 修复代码审查确认的 9 个缺陷",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T07:26:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8ae801f6af1c8d1c5ce0d84001925d421a27dd51",
          "body": "Q1 acceptance 自动核验的第二期（展示与文档）：\n\n- Studio 实时运行：步骤行的「验收 ✓/⚠️」拆成彩色徽章（绿=通过/琥珀=未满足）；\n  核验未满足条目由服务端拦成 step-verify-item 事件，独立卡片展示，\n  不再混入步骤正文（复制/下载的产出保持干净）\n- Studio 运行历史：步骤行显示核验徽章（hover 提示是否返工过），\n  展开详情时未满足条目在验收标准卡片下方逐条列出（metadata.verification 透传）\n- 文档站新增「验收与自动核验」页（迭代优化分组）：acceptance 字段写法、\n  核验+返工机制与设计底线、三\n[…]\nose 提示词（中英）注明 acceptance 会被逐条真核验+未过自动返工，\n  要求每条仅凭产出文本即可客观判定\n\n已实测：真实 claude-code 走 web SSE 全链路——step-done meta 带「验收 ⚠️ 1 条\n未满足（已返工 1 轮）」、step-verify-item 事件携带未满足条目、正文无 ⚠️ 混入；\n历史 API verification 字段完整透传",
          "is_bot": false,
          "headline": "feat(studio+docs): 验收核验状态可视化 + 文档 + compose 提示词注明真核验",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T04:57:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2e14bde3cced4860513baa323fb66be38f4b2b92",
          "body": "写了 acceptance 的步骤产出后，用同一 provider 逐条核对验收标准——未过则把\n「上一版产出 + 未满足条目」交回同一专家针对性返工一轮再复核。验收从\"注入\nprompt 的嘱咐\"升级为\"跑完真的有人对着查\"的机制。\n\n设计底线：\n- 验收不过是质量信号而非执行错误：步骤不会因此 failed，最坏得到带 ⚠️ 的\n  返工版照常流向下游\n- 核验器自身故障（网络/解析失败）跳过核验不拦产线；返工生成失败保留第一版\n- 核验/返工 token 如实累进该步成本（max_tokens 500 的小额调用）\n\n三级开关：CLI --verify/--no-verify > YAM\n[…]\n/core/verify.ts（核验器 + 返工块，复用 --compare 盲评解析套路）\n- executor 抽出 callLLM 局部函数，返工二次生成走同一套 retry/timeout 策略\n- 核验状态进 CLI 结果行、summary.md 徽章、metadata.json、步骤文件头\n- test/verify.ts 29 项单测；validate 校验 verify 必须为布尔",
          "is_bot": false,
          "headline": "feat(core): acceptance 自动核验 + 一轮自动返工（默认开）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T04:41:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "207b9377ff69378a5e890bd17b6dfaf3b931b7f7",
          "body": "- 专家咨询自动保存进「我的工作流」（标题用角色显示名，api_key 绝不写入 yaml）\n- SIGTERM/Ctrl-C 优雅存档：引擎收到终止信号把已完成步骤落盘成 metadata 再退出，\n  网页端关页 / 终端 Ctrl-C 的运行不再无痕消失\n- 历史「继续运行」：metadata 记录源工作流路径（file）与失败原因（error），\n  未完成运行在历史详情一键续跑；服务端把裸目录名补全为 ao-output/ 绝对路径\n- 工作流卡片图标按钮即时悬停提示（新 ui/tip 组件，替代延迟 1 秒的原生 title）\n- 新增供应商：多元探索 DuoyuanX（OpenAI 兼容聚合，赞助商）+ 图标压缩\n- docs: v0.8 截图归档",
          "is_bot": false,
          "headline": "feat+fix: 专家咨询落盘/中断存档/历史续跑/悬停提示 + 多元探索供应商",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-17T04:40:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21fe2ea9fcf6bfb1b6f1882fbbf57b991d0de18d",
          "body": null,
          "is_bot": false,
          "headline": "docs(website): 多元探索与优云智算调换展示位置",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-15T10:39:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2c36361433113c37201f34ef62b9f99eb56bb45",
          "body": null,
          "is_bot": false,
          "headline": "feat(website): 新增赞助商多元探索",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-15T10:26:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86de081cee558dcb8ddbb33d13480c6ea9cb31f3",
          "body": "- 修真 UI bug：t.studio.run 缺 notifyDoneBody/notifyFailBody/goConfigureKey 三个\n  key——运行结束的系统通知正文是 undefined、401 报错时\"去配置密钥\"按钮无文字。\n  中英补齐后 website tsc 错误归零（本轮前 7 个）\n- 演示站模板快照（gen-workflows.mjs → workflows.json）带上 category/featured，\n  公开站（无后端）的货架也能像本地一样「一人公司」系列分组置顶；快照已重新生成\n  （zh 25 / en 10）\n- 火山引擎加入后 provider 计数 10→11：README 中英（含 API key 表新增火山行、\n  自定义 API 示例移除火山——已内置）、官网 hero 统计卡、features、docs 页、\n  package.json 描述",
          "is_bot": false,
          "headline": "fix+docs: 补齐缺失 i18n key（通知/去配key按钮）+ 演示站快照带类目 + 计数 10→11",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-13T01:04:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74a1bc437e480cf9febea935550d0f4ce911f44a",
          "body": null,
          "is_bot": false,
          "headline": "docs(providers): 文档页新增火山引擎豆包小节（不替换优云智算——两家都是赞助商）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-12T23:47:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f44d761a653a0e8e945bf2a6179a53d0062a6fcb",
          "body": null,
          "is_bot": false,
          "headline": "docs: changelog 0.10.0 补火山引擎供应商条目",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-12T16:05:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f22045e64d6ba668e496295c073c430953518a30",
          "body": "赞助商火山引擎（字节火山方舟 Ark）完整对接，端点与模型对齐 cc-switch 预设：\n- 直连：注册表新增 volcengine（OpenAI 兼容 /api/v3，key 走官方 ARK_API_KEY，\n  默认模型 doubao-seed-2-1-pro-260628）；Studio 供应商卡片带山峰 logo/赞助商标/\n  注册直达（活动页 utm_term=agency-agents-zh），中英 hint 文案\n- CLI 中转预设：cc 走 Anthropic 兼容 /api/compatible、codex 走 /api/v3；\n  豆包模型名与官方三档不同，Sonnet/Opus/Haiku 统一预填映射\n- 修中转预设模型预填被吞：初值用 ?? 时，存过一次空字符串就永远盖住预设——\n  改与 base_url 同一先例（点预设行=用这家，预设优先）；顺带补上\n  CliRelayPreset 的三档模型字段类型（消掉 3 个既有 tsc 错误）\n\nprovider 相关测试 + web-server 冒烟全过；GUI 实测卡片/预设下拉/配置页预填",
          "is_bot": false,
          "headline": "feat(providers): 火山引擎接入（直连 API + 编码 CLI 中转预设）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-12T16:04:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9791718608362a502681b3b0d169a4941062aa38",
          "body": null,
          "is_bot": false,
          "headline": "release: 0.10.0（验收标准 + 一人公司系列 + 我的工作流资产化 + 画布修复）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-12T12:07:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26c06d8ca95fa7eacb67f6cdabf37890e4eaa193",
          "body": "- README 中英：主标语下加副句「你当老板，AI 当团队——自动组队、重大决策\n  请你签字、按验收标准交付」；中文 Studio 特性列表加「一人公司」系列入口\n  （明示交付的是可验收成果，不承诺奇迹）\n- 官网 hero 副标题（中英）：一人公司钩子开头，流程链补\"重大决策请你签字 →\n  按验收标准交付\"（对应新引擎能力，非空话）\n- npm keywords 加 one-person-company\n\n刻意不改产品名与主标题：一人公司作系列名+营销叙事，主定位待系列被\n市场验证后再考虑升级",
          "is_bot": false,
          "headline": "docs+site: 「一人公司」副叙事上 README 与官网 hero（方案2：主定位不动）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-12T11:18:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a0a0b8dce3e19eeef76daed7ff2ac3b23915fcd",
          "body": "- 画布保存的 QA #14 守卫（每步必须有 role）误杀本就无 role 的\n  approval / human_input 节点——含签字闸门的模板（如一人公司·做投研）\n  和带中途提问的组队产物在画布里一律 400 存不了。守卫对这两类节点放行\n- 编辑侧栏适配：闸门/提问节点显示说明条 + 提示语编辑框（不再显示无意义\n  的角色下拉和任务框）；普通节点新增「验收标准」编辑框（acceptance，\n  graph 往返本就保真，此前只是没有编辑入口）；节点卡片对无 role 节点\n  显示「签字闸门/等待输入」标题并回退展示 prompt\n\ntest/web-server.ts +1（approval 节点无 role → 200 可保存），29 项全过",
          "is_bot": false,
          "headline": "fix(canvas): approval/human_input 节点被\"缺角色\"守卫误杀 + 编辑侧栏适配",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-12T04:11:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ab440f8f37321d6c073b1ee6adaf5bc551a3915",
          "body": null,
          "is_bot": false,
          "headline": "feat(website): 火山引擎英文站改用 BytePlus logo（logo 支持按语言取值）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-12T03:31:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be6bd7ca9b76adae3bb21c1e5d4fe0cfae32abd7",
          "body": null,
          "is_bot": false,
          "headline": "feat(website): 新增赞助商火山引擎（中英文分站链接）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-12T03:12:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ceb8ff599c9a5bba297fc847e9292680a632246",
          "body": "一人公司 = 你当老板，AI 当团队。系列四件套（含既有全员大会）归入\n「一人公司」类目并置顶货架：\n- 做产品：老板简报 → PRD → 技术方案 → 冲刺计划 → 启动包\n- 做内容：定位 → 观众洞察 → 选题库 → 首条脚本 → 作战日历\n- 做投研：宏观 → 行业 → 估值 → 风控 → 老板签字(approval) → 研究报告，\n  含免责声明（仅供研究参考，不构成投资建议）\n\n关键步骤带 acceptance 验收标准（吃新引擎能力的狗粮）；投研版示范\n高风险签字闸门。全部通过 ao validate 与模板门禁",
          "is_bot": false,
          "headline": "feat(workflows): 「一人公司」系列模板（做产品/做内容/做投研）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-12T02:08:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99561cc6d623e20962ba4ea7c445f92d61af6cb0",
          "body": "把\"验收写成数据\"作为质量机制（而非再叠一个 Reviewer Agent）：\n- step 新增可选 acceptance:（支持 {{变量}}）——执行时注入该步 prompt 末尾\n  作最后指令；渲染后存入 StepResult/metadata；步骤文件头部展示；\n  运行历史查看器以独立面板展示；--compare 盲评以最终步 acceptance 为\n  首要评分锚点（两份产出同一把尺）\n- validate：acceptance 纳入 {{变量}} 引用校验（漏了会 run 期才崩）+\n  字符串类型检查；不改动既有错误文案（compose 自修复解析契约）\n- compose 提示词（中英）：教模型给关键步骤写 acceptance；金融/医疗/\n  法律/花真金白银类任务在最终步前自动插 type: approval 签字闸门\n\ntest/acceptance.ts 15 项全过；workflows/ 全目录批量 validate 通过；\n全量 npm test 通过",
          "is_bot": false,
          "headline": "feat(engine): acceptance 验收标准字段 + compose 高风险自动 approval",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-12T02:07:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "952a6b638d3f2833f5d0f3508228ccf8cd3dfb8d",
          "body": "- 原生 window.confirm 带 \"127.0.0.1:8088 显示\" 抬头且不跟主题，换成\n  ConfirmDialog（新 ui 组件，可复用；Button 新增 destructive 变体）。\n  删除失败原因显示在框内；文件已被外部删除时幂等成功（404 视为已删）\n- 我的工作流排序：点 ☆ 置顶优先，其余按最近修改倒序。不做拖拽——网格\n  里拖拽换行难用，手动顺序还会和\"最近修改\"信号打架，星标钉住更直接\n- 我的分区内卡片去掉冗余的 \"· 我的\" 后缀",
          "is_bot": false,
          "headline": "feat(studio): 删除确认改应用内弹框 + 我的工作流 ☆ 置顶",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-11T15:39:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad3b9d0ef5adde3aad9d9ad6499610b2c6a3f740",
          "body": "用户组的工作流是核心资产却排在类目第 5 位、不可删、带不走（#92、agents-zh#98）：\n- 「我的工作流」独立分区置顶，按最近修改倒序（meta 新增 mtime/deletable）\n- 卡片支持删除（DELETE /api/workflows，严格限 COMPOSED_DIR，内置模板与\n  AO_USER_WORKFLOWS_DIR 一律 403）与下载 YAML（复用 /api/workflows/yaml）\n\n画布\"怎么改都存不了\"（#91）是两个问题叠加：\n- POST /api/workflows/graph 只校验不修复——现接入 compose 同款确定性补边\n \n[…]\ngDependsOn（#87），只补边不改名，修不动才 400；响应带 autoFixes\n- 前端错误处理读 e.errors 但 postJSON 挂在 e.body 上，用户只见 \"invalid\n  workflow\" 没细节——改读 e.body.errors；成功时显示补边数并把新边画回画布\n\ntest/web-server.ts：+7 条（删除守卫/元数据标记/自动补边），28 通过",
          "is_bot": false,
          "headline": "feat(studio): 我的工作流资产化（置顶/删除/下载）+ 画布保存自动补边",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-11T15:18:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bb8e97c775bbcb49321c5fb254071b7eb6c727b5",
          "body": null,
          "is_bot": false,
          "headline": "docs(en): 英文 README 与中文版对齐——hero 改用英文 GUI 演示动图,终端 GIF 下移到 CLI 区",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-08T07:38:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d9988e5375172a29159ae1cacd6a1c079e81ef0",
          "body": "…AMFI 拦）",
          "is_bot": false,
          "headline": "fix(desktop): afterSign 钩子强制 ad-hoc 完整重签，修 arm64 Mac 装了打不开（未签名版签名残缺被 …",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-08T07:16:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "462fa6565a758323782b3a967008a74469ea4f92",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): test 前构建 Studio（web-server 冒烟需前端产物，修 CI 一直 failing 的 503）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-08T06:42:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c94088384f0b3d3cfe2db4d63d1019c1fca9b53",
          "body": null,
          "is_bot": false,
          "headline": "release: 0.9.0 (CLI) + desktop 0.2.8",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-08T06:38:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0dbf4d559590633d7ddc0c8253c5b4f82f09ed7c",
          "body": "- hero 从终端 GIF 换成「网页 Studio 一句话自动组队」的 GUI 演示动图（demo-studio-zh.gif，\n  puppeteer 抓帧 + ffmpeg 合成），突出图形界面/客户端；终端 GIF 下移到「一句话出结果」CLI 区\n- 网页 Studio 区去掉与 hero 重复的角色页静图，保留工作流图\n- evalNote 软化：强调「有能力≠贵（DeepSeek/本地 70B 就够），只是别用 8B 级小模型」，\n  不打压免费/本地路径，也不像在推付费",
          "is_bot": false,
          "headline": "docs: README hero 改用 GUI 演示动图 + evalNote 软化",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-08T01:32:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d656532f52ec396f324443dd1598fbbabb61c174",
          "body": "- demo 脚本的版本号硬编码 v0.5.0（现为 v0.8.1）→ 改为构建时的当前版本\n- 用 asciinema + agg 重录 demo-zh.gif / demo.gif，README hero 自动更新为当前版本",
          "is_bot": false,
          "headline": "docs: 重录 README demo GIF（修掉过时的 v0.5.0 版本号）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-08T00:31:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d2703dbd78ebfcc6baad677d363fe0fefc6c285",
          "body": null,
          "is_bot": false,
          "headline": "fix(studio): 补上 Studio/RolesPicker 依赖的 ChatPanel（前序提交遗漏，缺它分支构建失败）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-08T00:08:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a79174f88aa780b04d3e1383ede910d1a376e93",
          "body": "- desktop/main.cjs：桌面端(Electron)启动器增强\n- ProviderSelect：顶栏供应商下拉分组\n- OneLinerDemo + studio-workflows.webp：首页「一句话出结果」演示图更新\n- RoleDetail / RunManager / RunViewer / BaselineCompareOverlay：Studio 运行/角色/对比视图微调\n- providers-manifest.json：远程赞助商清单更新（部署即生效）\n\n注：docs/screenshots/v0.8/（37MB 暂存图，未被代码/README 引用）未纳入，避免仓库膨胀。",
          "is_bot": false,
          "headline": "feat: 桌面端启动器 + 供应商下拉 + 首页 demo + 运行视图（既有 WIP）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-08T00:07:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2004dc15baf79ac289fe90bd6f285f2f566a6cc1",
          "body": "UI 改动后重拍：角色页现含「省钱模式」勾选、顶栏模型下拉/供应商等新样式。\n用系统浏览器无头渲染 + 固定 2184×1796 视口截取，与原图规格一致。",
          "is_bot": false,
          "headline": "docs: 重新生成 4 张 Studio 截图（roles/workflows × 中/英）",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-07T23:58:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "beefd79b5e7713fe67028770dc87dbefc07eb778",
          "body": "- 供应商 logo 接入（列表行 + 配置页头像，复用已有 sponsors 图标）\n- 顶栏模型下拉只给精简推荐集，不再倒灌聚合商全量目录；配置页大列表按厂商分组\n- 「复制为供应商」：把品牌供应商复制成自定义供应商（预填端点+模型）\n- 新增 CCSub 赞助商（前端）；自定义供应商预设精简为 5 家主流大厂\n- 首跑引导（网页/桌面同后端）：/api/compose 无凭证时返回结构化三选一，前端渲染引导卡\n- 省钱模式开关：RolesPicker 勾选传 budget 给 /api/compose（默认不勾）\n- 系统官方 CLI 配置体检卡：被第三方写坏时一键恢复（/api/claude/* 后端 + 卡片）\n- 修 Studio 白屏（TDZ：setTab/refreshConfig 定义顺序）+ 中转配置行删冗余注册按钮\n- 无 key 拉模型时给友好引导而非原始 401\n\n注：这些文件里同时含会话前既有的 provider 下拉 WIP（同文件交织，无法逐块分离）。",
          "is_bot": false,
          "headline": "feat(studio): 供应商 UX + 首跑引导 + 省钱开关 + 官方 CLI 配置体检卡",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-07T15:53:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50853f1fb08ed5e96fa6fd367e62aea737f876cb",
          "body": "- ao doctor [--fix]：一条命令自检 provider/凭证/已装 CLI/官方 CLI 登录配置；\n  --fix 检测到本机官方 CLI 配置被第三方写坏（假 token/中转地址顶掉官方登录）时一键清除恢复（写前自动备份）\n- ao compose/run --temperature 0~2：采样温度（0=近确定性、可复现）；\n  连接器透传（openai 兼容/anthropic 原生/ollama），parser 整体透传，per-step 亦可覆写\n- ao compose --budget：轻活步骤（抽取/汇总/格式化）自动降便宜档、重活（分析/设计/创作）保强档\n[…]\nmpose 首跑引导：无可用凭证时给「三选一」路径（已装 CLI/送额度中转/本地模型）而非晦涩连接器错\n- 新增配置急救模块（诊断/修复被第三方写坏的官方 CLI 登录配置）\n- 新增 workflows/省钱混用示例.yaml（per-step 模型混用示范）、research/ 自动研究循环日志\n\n仅含引擎/CLI 侧改动；provider 配置的前端部分与既有 WIP 交织，未纳入本提交。",
          "is_bot": false,
          "headline": "feat(cli): 新增 ao doctor 自检、--budget 省钱分档、--temperature、compose 首跑引导",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-07T15:47:24Z",
          "body_truncated": true,
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        },
        {
          "oid": "49b9a9c2067245a10ceec4085674f17d0aa13596",
          "body": null,
          "is_bot": false,
          "headline": "fix(website): _headers 用 ! 移除 /assets 上叠加的兜底 Cache-Control",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-07T08:24:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6cef6eefaed34e596e71436c2f2add5afba99b7a",
          "body": null,
          "is_bot": false,
          "headline": "fix(website): _headers 兜底所有 SPA 路由不缓存 HTML，杜绝过期 HTML 引用旧资源",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-07T07:49:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3446f781175b01ca42dabd621d7ed7648eb10a7",
          "body": null,
          "is_bot": false,
          "headline": "fix(website): 变更 CSS 内容强制刷新资源哈希，绕过被污染的边缘缓存",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-07T07:27:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a59e2f1a18359119cf74073637f3b5d64f2fb636",
          "body": null,
          "is_bot": false,
          "headline": "fix(website): CCSub 文案移除已下架的 DeepSeek",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-07T07:16:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb84c324e1004c4e0da5e7985546e57fc957136c",
          "body": null,
          "is_bot": false,
          "headline": "feat(website): 新增赞助商 CCSub",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-07T06:41:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "807facd4b1ed7de89708fde8f896c3efe4c8d781",
          "body": "- 14+ 项平铺改为分组:聚合平台(赞助商在列)/模型公司/本地 CLI/本地模型/\n  自定义,\"想配某家模型公司的 API\"一眼能找到\n- 修复:远程清单上架的赞助商此前只出现在面板,不在顶部下拉里,无法切换;\n  现已纳入聚合平台组,赞助商标同步显示\n- 注册表加 vendor 标区分模型公司官方 API 与聚合平台",
          "is_bot": false,
          "headline": "feat(studio): 顶部 provider 下拉分组展示 + 纳入远程清单赞助商",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T15:32:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "226b7552605bb5c7f4a1a20fa550dfeb2e98b7ba",
          "body": "- ProviderSelect 旁新增 ModelSelect:显示当前供应商正在用的模型,展开时实时\n  拉取该供应商的真实可用模型列表(/models),点选即保存为该供应商默认,下次\n  运行立即生效——聚合商用户(如在同一家的不同大模型间来回切)一键完成\n- 拉取失败退回静态模型建议;CLI provider 用各自工具的登录态选模型,不显示\n- CLI_PROVIDER_IDS 抽为共享常量,与后端 CLI_PROVIDERS 对齐",
          "is_bot": false,
          "headline": "feat(studio): 顶栏模型快切下拉——同一聚合商下换模型不再钻配置页",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T15:23:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db3b2e500ec9806c6ff52c7525a6dea52875f814",
          "body": "PROVIDERS 列表漏了 codex-cli/copilot-cli/hermes-cli——供应商面板里能看到\n这三个(甚至已检测到),顶部下拉却选不了;PROVIDER_LABELS 同步补齐,面板\n不再显示小写原始 id",
          "is_bot": false,
          "headline": "fix(studio): 顶部 provider 下拉补齐缺失的 3 个 CLI + 面板显示正式名称",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T15:13:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9279f52a85f8e651d9e5f82743cc99ca1a08beb",
          "body": "Cubence 行原来并排三个无动词的 CLI 名称按钮,用户看不懂是干什么的。\n改为一个「配置中转 ▾」下拉,展开后选择给哪个 CLI 配置(端点仍自动预填);\n说明行同步改为\"同时支持三家 CLI 工具\"的表述",
          "is_bot": false,
          "headline": "fix(studio): 中转商行三个裸按钮改为「配置中转」下拉",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T15:09:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbd856a2db97ae635156bea1af69f712879e6751",
          "body": "- 单独对话(run-role)的内容流过滤 ====== 分隔线和\"详细输出\"页脚:之前这些\n  终端装饰混进复制/下载的 markdown,分隔线还会把上一行渲染成超大 H1 标题\n  (用户截图反馈的格式灾难根因)\n- 保存位置可见:服务端把\"详细输出\"行解析成 output-dir 事件(解析为绝对路径,\n  桌面端 AO_DATA_DIR 下的真实位置),运行完成后弹窗底部显示 📁 完整路径,\n  点击即复制——用户不用再猜产物存在哪",
          "is_bot": false,
          "headline": "fix(studio): 单独对话内容不再混入终端装饰 + 运行完成显示保存位置",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T14:40:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "149dfeeca2bd54ba222cd5fc74343917248129af",
          "body": "- 测试连接不再要求先保存 key:请求带上输入框当前值(apiKey/baseUrl/model\n  覆盖参数),填了就能测;按钮不再置灰,没 key 时点击会得到明确的红字提示\n- CLI 中转配置页隐藏\"测试连接\":claude-code/gemini 中转走各自 CLI 原生协议,\n  用 OpenAI 格式去测会误报失败,宁可不测不误导\n- 注册直跳按钮统一收到配置页右上角(金色,更醒目);中转配置页选中某家中转商\n  端点时同样显示",
          "is_bot": false,
          "headline": "feat(studio): 测试连接免保存直测 + 注册按钮移至配置页右上角/列表行",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T14:31:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52bbed715f329064aa204dc882927bd07e2139fa",
          "body": "- 赞助商徽章从灰色中性改为金色(带闪光图标),与旗舰同色系,列表上一眼可辨\n- 配置页 API Key 旁新增「注册领取 Key」金色直跳按钮:APINEBULA/CompShare/\n  RootFlowAI 带各自推广链接;Cubence 中转行和中转配置页(选中其端点时)同样\n  有注册直跳;远程清单 providers/relayPresets 支持 signupUrl 字段(https 白名单)\n- 清单字段改为白名单透传,链接类字段一律强制 https",
          "is_bot": false,
          "headline": "feat(studio): 赞助商徽章金色高亮 + 注册直跳按钮",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T14:16:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a96de8a680183b156557c1620588db5678d89d7a",
          "body": "- Cubence 端点从 api-dmit 线路改为主端点 api.cubence.com(与 cc-switch 预设\n  一致;api-cf/api-dmit/api-bwg 为备用线路)\n- CLI 中转商行(Cubence)移到本地 CLI 区块首行,赞助商曝光位提前\n- 自定义供应商预设图库收敛为官方厂商端点(阿里云 DashScope/魔搭/火山方舟/\n  智谱/Kimi/MiniMax/StepFun/百川/零一/Mistral):第三方聚合商展示位留给\n  付费赞助商(经远程清单上架到云端 API 区),移除 SiliconFlow/OpenRouter/\n  Together/Groq/Fireworks",
          "is_bot": false,
          "headline": "fix(studio): Cubence 主端点对齐 + 中转商行置顶 + 预设图库只收官方厂商",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T13:53:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a22850a95b58943f7ef675d919fdc5964ed4e894",
          "body": "- 新增 website/public/providers-manifest.json(随官网 Vercel 部署):providers=\n  增量上架的聚合 API 赞助商,relayPresets=增量 CLI 中转商,removedProviders=\n  下架的内置 id。运营动作=改清单 push 官网仓,几分钟全球生效\n- web/server.js 启动拉取清单(AO_MANIFEST_URL 可覆盖,6h 缓存,失败静默回退\n  空清单+10min 短缓存,离线不受影响);远程供应商走\"自定义供应商\"同一运行\n  通道(base_url/key 直传),引擎零改动,老版本客户端\n[…]\nrovider(已用恶意\n  清单条目实测全部被过滤,deepseek 不可被劫持)\n- Studio:远程赞助商在云端 API 区渲染(带赞助商标),removedProviders 隐藏\n  对应内置行,远程中转商并入 CLI 中转商行与配置页预设\n- 已验证全链路:清单上架假赞助商 → 面板出现 → 存 key → 真实跑通工作流\n  (请求带正确 Bearer token 和清单默认模型)",
          "is_bot": false,
          "headline": "feat(providers): 远程供应商清单——赞助商上/下架不再需要发版",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T13:37:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4c121168539a8c0e47a0d338e7b362fd8f477a9e",
          "body": "- 主列表压成两列紧凑行(名称+徽章+key状态+设为当前/配置),5 屏长页变 1 屏,\n  参考 cc-switch 的列表密度;本地 CLI 区同步压紧\n- 新增全屏配置页 ProviderConfigView(基本信息/连接配置/模型三个分区卡片,\n  顶栏返回+头像+标题,官网链接可点):key/base_url/模型/测试连接/CLI 中转/\n  添加自定义供应商全部收进来,替代原卡片内联表单和 CustomProviderModal\n- 「获取模型列表」:新增 POST /api/provider-models,真实调用供应商 /models\n  接口拉可用模型点选,不再依赖硬编\n[…]\n持编辑(新增 PUT /api/custom-providers/:id,\n  之前创建后元数据锁死);标识不可改并说明原因\n- CLI 中转商预设:Cubence(赞助商)在本地 CLI 区有列表级独立行,点对应 CLI\n  按钮直达中转配置且端点预填;配置页内也有预设胶囊\n- 内置供应商配置页显示真实默认端点;Claude 原生 SDK 不支持自定义 base_url,\n  不再显示无效输入框",
          "is_bot": false,
          "headline": "feat(studio): 供应商面板紧凑化重构 + 全屏配置页 + 获取模型列表",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T13:17:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "382a2d5816ec9f47670109e053a415cf44d75900",
          "body": "- 新增 src/connectors/api-providers.ts 统一注册表:OpenAI 兼容 provider 的\n  env 变量名/默认 base_url/默认模型一处定义,factory/cli/web 全部查表——\n  以后新增一家聚合商只改 2 个文件(后端表+前端表)\n- 接入 RootFlowAI(赞助商):api.rootflowai.com/v1,Studio 供应商面板第 3 位\n- Studio 测试连接修复:聚合商此前误用 OpenAI 官方端点和默认模型去测(必 404),\n  现按注册表取各家真实 base_url/模型,并尊重用户已存模型\n- CLI \n[…]\n确认)\n- 自定义供应商:任意 OpenAI 兼容 endpoint 可在 Studio 直接添加/编辑/删除,\n  含 15 个常见预设(SiliconFlow/OpenRouter/火山方舟/智谱/Kimi 等)一键填\n  base_url;buildLLMConfig 补上 api_key 直传,自定义与内置走同一机制\n- ao init 对已注册聚合商不再误报\"还缺 --base-url\"",
          "is_bot": false,
          "headline": "feat(providers): 供应商统一注册表 + RootFlowAI + CLI 中转 + 自定义供应商",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T11:44:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b336c5724607ac37b4cb5c6f47f1b398ae8b06ac",
          "body": "- 子进程输出改为按 Buffer 收集、严格 UTF-8 校验解码,非法字节在 Windows 上\n  回退 GBK——修复 cmd.exe 的 \"'gemini' 不是内部或外部命令\" 被按 UTF-8 硬解\n  成乱码、用户看不出真实原因的问题(网页版 Gemini CLI 报错乱码的根因)\n- shell:true 下命令不存在时 cmd.exe 吞掉 ENOENT,新增按 stderr 内容识别\n  \"命令未找到\",给出明确的安装指引;claude-code 独立实现同步修复\n- gemini-cli / copilot-cli / codex-cli 补上 installHint(注释里有但没接线)\n- 新增 GBK 真实字节序列回归测试(含完整 spawn 链路)",
          "is_bot": false,
          "headline": "fix(cli-connector): Windows 中文系统下 CLI 报错乱码 + 命令未安装识别",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T11:44:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a067526a5102bb69b03d32d6965f91772bd973d",
          "body": "- 新增 autoFixMissingDependsOn: \"变量名对但漏连 depends_on 边\"这类 compose\n  最常见错误改为确定性自动补边(按 YAML 缩进结构识别真实 step 边界,带环检测),\n  不再需要额外 LLM 修复调用;issue #87 截图场景收录为回归测试\n- compose 系统提示词(中英)加入 human_input 步骤类型说明:任务需要用户中途\n  澄清时插入交互步骤,而不是让角色在 task 里\"假装提问\" (#88)\n- \"依赖不存在的 step\" 错误纳入修复链,不再漏过",
          "is_bot": false,
          "headline": "fix(compose): AI 组队常见校验失败自动修复 + 教会编排器 human_input (#87 #88)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T11:43:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27bed1268b6d647a78212184e1af2c5cde9cfff2",
          "body": null,
          "is_bot": false,
          "headline": "feat(website): 新增赞助商 Cubence",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-06T08:00:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "515a9960c6a941199ceeef5b089c95b8fb900813",
          "body": "标准位卡片描述超出 4 行截断后,鼠标悬停在卡片下方浮层展示完整文案,替代原来的 title 提示",
          "is_bot": false,
          "headline": "feat(website): 赞助商卡片描述悬停展示完整内容",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-05T06:45:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ee2532026f96bab08d2aa0e2ba1a66e3d7f1b37",
          "body": "放大专属福利表格 logo 尺寸并加宽容器,卡片名称/描述加悬停完整内容提示,CTA 文案改为「前往」",
          "is_bot": false,
          "headline": "feat(website): 赞助商板块细节优化",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-05T06:24:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31b505fb4b8b3a6eb46ed835e0db637fc28d61f8",
          "body": "大模型 API 聚合平台,标准位赞助",
          "is_bot": false,
          "headline": "feat(website): 新增赞助商 RootFlowAI",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-07-05T06:08:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0a55825dee4a8eed6204b3f84369e936515d613",
          "body": "滚动超过约一屏才出现,平滑回顶;专家库/文档/创意库等长页面适用。",
          "is_bot": false,
          "headline": "feat(web): 加全局「回到顶部」浮动按钮",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-24T04:01:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "108f6de9e1c2f974e48512d999c06a025b194b30",
          "body": null,
          "is_bot": false,
          "headline": "chore(desktop): bump 0.2.7(随 desktop-v0.2.7 重切,含报告导出 + 产物名对齐 tag)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-23T22:07:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b16a61b6f96a1c1caa2444d081567bb70316c3a",
          "body": "报告导出:Word / PDF / Excel + Skill / 可执行计划",
          "is_bot": false,
          "headline": "Merge pull request #85 from jnMetaCode/feature/export-formats",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-23T20:42:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b2ba91e62e899160cb0c8b8ec3eb182f3732b56",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump 0.8.1(报告导出:Word/PDF/Excel + Skill/可执行计划)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-23T20:41:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef68ab756d8b45235d54b0bab7c76772d9cae3be",
          "body": "命令行也能一键导出本次产出(与 --materialize 并列);懒加载转换器不拖慢普通运行;\npdf 无 pandoc 时回退打印就绪 HTML 并提示。",
          "is_bot": false,
          "headline": "feat(export): CLI ao run --export docx|pdf|xlsx|skill|plan",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-23T16:58:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5baa9e4c97b4b701ec9c27e3de46ac9ccfa1e04b",
          "body": "- POST /api/export(markdown+format → 文件下载,RFC5987 中文文件名);冒烟测试覆盖 docx/skill/400 守卫\n- RunViewer 加「导出 ▾」:Word/PDF/Excel + 存为 Skill / 可执行计划(给机器)\n- downloadExport() 前端 helper(blob 下载);埋点 export 事件",
          "is_bot": false,
          "headline": "feat(export): /api/export 端点 + 运行视图「导出」下拉",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-23T16:35:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f11643dd0c60bacb609d004762919ad5336da0ad",
          "body": "确定性转换(非 LLM,参考 n8n 的 convert-to-file 用库的做法):\n- docx/pdf:有 pandoc 用它(pdf 走 xelatex 最佳排版),无则纯 JS 兜底(marked+html-to-docx;pdf 退打印就绪 HTML)\n- xlsx:SheetJS 从 Markdown 表格抽(每表一 sheet)\n- skill:把报告包成可复用 skill(.md+frontmatter);plan:包成交编码 agent 自动执行的计划\n- 探测 pandoc 复用 providers/detect;单测 test/export-convert.ts 11/11",
          "is_bot": false,
          "headline": "feat(export): 报告转换核心(Word/PDF/Excel + Skill/可执行计划)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-23T16:29:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a521d3004a39b0c031c96c12de07e3ab4c513b9",
          "body": "…line\n\nRelease 0.8.0：零配置首跑 + 可编辑画布 + 创意库 + 发布闸 + #80/#81/#82/#67 修复",
          "is_bot": false,
          "headline": "Merge pull request #84 from jnMetaCode/feature/zeroconfig-canvas-base…",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-23T13:59:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5e06344d511ff0b2b653ea5f9ac37aa35ab12a2",
          "body": "track() helper → 关键事件:compose_start/success/error(自动组队核心激活信号)、\nworkflow_run、compare_open(card/run)、creative_prompt_copy。\n发布后即可用真实数据判断哪些功能被用、激活率多少;gtag 缺失静默跳过不影响功能。",
          "is_bot": false,
          "headline": "feat(analytics): 加激活漏斗埋点(GA4)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-23T00:17:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e8cab3c2092c5976bbbcf84ae86e5450e4ebb14",
          "body": "命中价值时刻——用户看完多智能体产出,一键再跑单次基线 + 盲评,直观看到强在哪。\n复用 run.source(file/inputs/provider)+ 已有 BaselineCompareOverlay,同 z-[60] 后置渲染压在运行视图上。",
          "is_bot": false,
          "headline": "feat(studio): 工作流跑完后在运行视图加「对比单个 AI」CTA(P1 价值可见)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-23T00:01:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c32f96e517f5566298b1658371bb7b8da6f6bc09",
          "body": "- release.yml:推 v* tag → 校验 tag 与 package.json 版本一致 → build + verify:release + 全量测试 → npm publish(需 NPM_TOKEN secret)\n- release-desktop.yml:除手动触发外,推 desktop-v* tag 也自动出三平台包\n- 根治'代码已修但线上没发'(#80/#81):发布从手工仪式变成 tag 一推即走、且强制过闸",
          "is_bot": false,
          "headline": "ci(release): 加 tag 驱动的 npm 发布流水线 + 桌面包支持 tag 触发",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T23:52:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bafb352dcf38f4d893d0ff755ce4b0b7e7d3b830",
          "body": "- 桌面端自带引擎,无需另装 ao;provider CLI 需本机装+登录(AO 自动探测);API key 类无需装 CLI\n- 自定义目录:AO_DATA_DIR / AO_AGENTS_DIR / AO_HOME",
          "is_bot": false,
          "headline": "docs(#44): README 安装段讲清桌面端 vs CLI + provider 要求 + 自定义目录",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T23:35:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9cde745f19607213a0de1b5b1390e6e782160dc3",
          "body": "只补已验证存在的能力;模板计数/分类表(dev/*.yaml 体系)不动,避免误改。",
          "is_bot": false,
          "headline": "docs(readme): Studio 段补充新能力(AI 自动组队 / 可视化画布 / 创意库 / 零配置首跑)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T20:59:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "719e027ba9b4598f8896afe62c35136b204ce069",
          "body": "发布 0.8.0 时把 [Unreleased] 改名为 ## [0.8.0] - <日期> 即可;站内更新日志页自动同步。",
          "is_bot": false,
          "headline": "docs(changelog): 补本批改动到 Unreleased(零配置/画布/创意库/stall修复/SEO/导航等)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T20:27:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eeff83bb0a9a89ace55e3525e57b88472c18514c",
          "body": "- useSeo:页面卸载时还原 title/description/og,避免从设了 SEO 的页切到没设的页(首页)时标题残留\n- 导航「帮助」组的 React key 从 i18n label 改为稳定 id 'help',切换语言不再重挂载该组",
          "is_bot": false,
          "headline": "fix(web): useSeo 卸载还原标题/meta + 导航 group 用稳定 key",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T20:07:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "209b7369bca57d99629081962fde331993f55e2e",
          "body": "两种方式都上:index.html 加 baidu-site-verification meta;public 根放 baidu_verify_*.html(字节精确匹配)。CF Pages/本地服务静态文件优先于 SPA 回退,验证文件可被直接抓取。",
          "is_bot": false,
          "headline": "feat(seo): 加百度站长验证(meta 标签 + 根目录验证文件)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T19:54:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4789ff92dba4385d80d4ae8d860a1e0c2240efeb",
          "body": "子页此前继承首页标题,搜索结果千篇一律。各页独立 meta(专家库针对'216 AI 专家角色'等关键词)。",
          "is_bot": false,
          "headline": "feat(seo): 专家库/提示词/文档/教程 加 per-page title+description",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T19:15:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1bf5fcd3e91854117b57229ae90f215a75877bcd",
          "body": "权威数 = loader 递归枚举:agency-agents-zh 216、agency-agents 184。\nREADME/CLAUDE 的 216 本就正确,仅 npm 描述写错为 211,此处订正。",
          "is_bot": false,
          "headline": "fix(#67): package.json 描述角色数 211 → 216(与 loader 实际枚举 216中/184英 对齐)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T19:15:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed9fc714946a235f05d88ae6a83f8630c9c2a8ae",
          "body": "顶层 7 项:工作台·专家库·创意库·影视提示词·提示词优化·帮助▾·赞助商。\n影视提示词跳 prompts.aiolaola.com;创意库内重复的视频 CTA 移除(导航已有专项入口)。",
          "is_bot": false,
          "headline": "refactor(nav): 文档/教程/更新日志/学习 收进「帮助」下拉 + 新增「影视提示词」外链",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T19:04:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92a4487b9208ca785d66757ceb3eadfda69ecc00",
          "body": "工作台·专家库·创意库·提示词优化·文档·教程·学习·赞助商。\n去掉「能力」(首页锚点价值低)和「更新日志」(移出顶栏,路由仍在);撤回下拉分组,改回扁平直显。",
          "is_bot": false,
          "headline": "refactor(nav): 扁平化导航为 8 项",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T18:47:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3fb418a54df55901fa7eb5f31712a374aa436ef3",
          "body": "含本批:零配置首跑、可编辑画布(+执行点亮)、创意库、标准开发工作流、\nDeepSeek stall 修复、发布闸、工作流分组/收藏、SEO 基础、导航重组、QA 修复。",
          "is_bot": false,
          "headline": "chore(release): bump 版本 0.7.5 → 0.8.0",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T18:30:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cffff04c7ec3fcf91cd8e21eeebd1a9f90db6fdc",
          "body": "能力 · 工作台 · 资源▾(专家库/创意库/提示词优化) · 帮助▾(文档/教程/更新日志/配套学习) · 赞助商。\n赞助商保持不动;桌面悬浮下拉、移动端分组展开;aiolaola 外链归入「帮助」组",
          "is_bot": false,
          "headline": "refactor(nav): 导航分组,10 项收成 5 顶层",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T18:28:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5aa9aca64283fd08d7c54c70cb12e454a6f2359a",
          "body": "- robots.txt(指向 sitemap) + sitemap.xml(首页/专家/创意库/文档等公开页)\n- useSeo 轻量 hook:每页独立 title/description/og(创意库针对 nano banana 提示词)\n- 注:仅对会跑 JS 的引擎(Google)有效;百度等需预渲染/SSG(下一步)",
          "is_bot": false,
          "headline": "feat(seo): 加 robots.txt + sitemap.xml + per-page meta(创意库)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T18:01:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "184f1426ad38a54d05ac197bf706df067b303e18",
          "body": "- 导航加「学习」项,跳转配套学习平台 aiolaola.com(新标签页)\n- 创意库页加「找视频提示词?」CTA,跳转 prompts.aiolaola.com(图像在站内,视频外链)\n- SiteNavbar 支持 external 链接(桌面+移动端)",
          "is_bot": false,
          "headline": "feat(nav): 加「学习」外链(aiolaola.com)+ 创意库视频提示词入口(prompts.aiolaola.com)",
          "author_name": "AI不止语",
          "author_login": "jnMetaCode",
          "committed_at": "2026-06-22T17:16:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 16,
      "commits_last_year": 390,
      "latest_release_at": "2026-07-20T07:45:59Z",
      "latest_release_tag": "desktop-v0.4.1",
      "releases_from_tags": false,
      "days_since_last_push": 3,
      "active_weeks_last_year": 15,
      "days_since_latest_release": 6,
      "mean_days_between_releases": 3.7
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 71,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "agency-orchestrator",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "multi-agent",
            "ai-agents",
            "agent-orchestration",
            "orchestrator",
            "workflow",
            "yaml-workflow",
            "dag",
            "llm",
            "claude",
            "openai",
            "deepseek",
            "ollama",
            "crewai-alternative",
            "langgraph-alternative",
            "autogen-alternative",
            "no-code",
            "no-api-key",
            "subscription-based",
            "copilot-cli",
            "codex-cli",
            "ai-roles",
            "chinese-ai",
            "copilot",
            "cursor",
            "windsurf",
            "aider",
            "kiro",
            "trae",
            "gemini-cli",
            "codex",
            "qwen",
            "openclaw",
            "opencode",
            "claude-code",
            "deerflow",
            "antigravity",
            "mcp",
            "one-person-company"
          ],
          "ecosystem": "npm",
          "matches_repo": true,
          "registry_url": "https://www.npmjs.com/package/agency-orchestrator",
          "is_deprecated": false,
          "latest_version": "0.12.1",
          "repository_url": "https://github.com/jnMetaCode/agency-orchestrator",
          "versions_count": 41,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": 1,
          "monthly_downloads": 2608,
          "first_published_at": "2026-03-21T18:32:55.089000Z",
          "latest_published_at": "2026-07-20T07:50:19.705000Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 6
        }
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      "stars": 1897,
      "watchers": 8,
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                "name": "Release recency",
                "detail": "latest release 6 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 6
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~3.7 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 3.7
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 72,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "forks": 259,
              "stars": 1897,
              "watchers": 8,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1,897 stars",
                "points": 53.2,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1897
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "259 forks",
                "points": 20.1,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 259
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "8 watchers",
                "points": 4.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 57,
            "inputs": {
              "packages": [
                "agency-orchestrator"
              ],
              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 2608
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,608 downloads/month across npm",
                "points": 45.6,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2608,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 59,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "merged_prs": 54,
              "open_issues": 12,
              "closed_issues": 28,
              "issue_closed_ratio": 0.7,
              "closed_unmerged_prs": 2
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "70% of issues closed",
                "points": 32.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 70
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "54/56 decided PRs merged",
                "points": 36.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 54,
                      "decided": 56
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 69,
            "inputs": {
              "followers": 689,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "jnMetaCode",
              "public_repos": 121,
              "account_age_days": 4111
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "689 followers of jnMetaCode",
                "points": 20.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 689,
                      "login": "jnMetaCode"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "121 public repos, account ~11 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 121
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "agency-orchestrator"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 6
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 6
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "41 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 41
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai-agents",
                "claude",
                "crewai-alternative",
                "deepseek",
                "multi-agent",
                "ollama",
                "orchestrator",
                "workflow",
                "openai",
                "codex",
                "copilot",
                "cursor",
                "gemini-cli",
                "mcp-server",
                "agent-orchestration",
                "autogen-alternative",
                "langgraph-alternative",
                "no-api-key",
                "yaml-workflow",
                "agency-agents"
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              "has_wiki": true,
              "homepage": "https://ao.aiolaola.com",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://ao.aiolaola.com",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 39,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 34,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 3.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "77 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
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            "key": "dependency_advisories",
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            "name": "Dependency advisories",
            "note": "Matched the npm:agency-orchestrator@0.12.1 runtime dependency closure — what installing the published package pulls in — 181 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
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              "assessed_packages": 181,
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                "max_points": 35
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                "status": "partial",
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                "max_points": 40
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            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
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              "packages": [],
              "red_flag": false,
              "assessed_packages": 181,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
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                "key": "no_dependency_reported_as_a_malicious_package",
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                "details": [
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                    "code": "no_malicious_dependencies",
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        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
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        "key": "ai_readiness",
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              "agent_instruction_max_bytes": 6953
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                "details": [
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                "points": 10,
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                "points": 0,
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                "details": [
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                ],
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                "key": "openssf_scorecard_pinned_dependencies",
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                "detail": "dependency not pinned by hash detected -- score normalized to 3",
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                "max_points": 10
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              "largest_source_bytes": 105808,
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                "points": 45,
                "status": "met",
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                "key": "manageable_file_sizes",
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                "points": 54.1,
                "status": "partial",
                "details": [
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                    "code": "oversized_source_files",
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            "key": "ai_interfaces",
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            "name": "Machine-readable interfaces",
            "note": null,
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              },
              {
                "key": "mcp_server",
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                "points": 20,
                "status": "met",
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                "max_points": 20
              },
              {
                "key": "runnable_examples",
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                "details": [
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
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    "metrics_version": "1.13.0"
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  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T09:16:13.797771Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/jnMetaCode/agency-orchestrator.svg",
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  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}