公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 10:18 UTC
jnMetaCode / agency-agents-zh
🎭 267 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 18 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 52 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉等）。搭配编排器 agency-orchestrator，一句话即可让多位专家按 DAG 自动协作。
jnMetaCode/agency-agents-zh 的健康指数为 100 分中的 67 分，处于「中等」区间。 其得分最高的类别是Vitality（87/100），最低的是AI Readiness（39/100）。 最近一次更新在 1 天前。 近期的大部分工作由 1 位贡献者完成。
67
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
67
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| npm | agency-agents-zh | 1.2.7 | 2,717 | 8 | 5 天前 | ai-agentspromptssystem-promptschinesemulti-agentagency-agentsllmclaudedeepseekroles |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
87
开发活跃度
78良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 1 天前 |
| 13.8/36 | 提交节奏 — 52 周中有 20 周有提交 |
| 18/18 | 提交量 — 最近一年 211 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 211 |
| human_commit_share | 1 |
| days_since_last_push | 1 |
| active_weeks_last_year | 20 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 6 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 38 天前 |
| 27/27 | 发布节奏 — 约每 8.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 6 |
| latest_release_tag | v1.2.6 |
| releases_from_tags | 否 |
| days_since_latest_release | 38 |
| mean_days_between_releases | 8.4 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
80
流行度与采用
96优秀
评分方式
| 60/60 | 星标 — 18,299 个星标 |
| 25/25 | 复刻 — 3,053 个复刻 |
| 11.1/15 | 关注者 — 100 位关注者 |
所用输入
| forks | 3,053 |
| stars | 18,299 |
| watchers | 100 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
77良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 是 |
生态采用（下载量）
57中等
评分方式
| 45.8/80 | 月度下载量 — npm 合计每月 2,717 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | agency-agents-zh |
| dependents | — |
| ecosystems | npm |
| total_downloads | — |
| monthly_downloads | 2,717 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
64
维护者韧性（巴士系数）
28危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 2/22.5 | 提交分布 — 头号贡献者编写了 91% 的提交 |
| 13.5/13.5 | 贡献者广度 — 14 位贡献者 |
| 3/10 | OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 14 |
| top_contributor_share | 0.912 |
议题与 PR 响应能力
74良好
评分方式
| 44.7/46.8 | 议题解决 — 96% 的议题已关闭 |
| 27.6/38.3 | PR 接受 — 已裁定的 PR 中 31/43 已合并 |
| 1.5/15 | OpenSSF Scorecard：Code-Review — Found 3/28 approved changesets -- score normalized to 1 |
所用输入
| merged_prs | 31 |
| open_issues | 2 |
| closed_issues | 45 |
| issue_closed_ratio | 0.957 |
| closed_unmerged_prs | 12 |
所有权与托管责任
69中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 20.4/25 | 所有者影响力 — jnMetaCode 有 688 位关注者 |
| 25/25 | 既往记录 — 121 个公开仓库，账户约 11 年 |
所用输入
| followers | 688 |
| owner_type | User |
| is_verified | — |
| owner_login | jnMetaCode |
| public_repos | 121 |
| account_age_days | 4,110 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — npm 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 5 天前 |
| 20/20 | 版本历史 — 8 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | agency-agents-zh |
| ecosystems | npm |
| any_deprecated | 否 |
| min_days_since_publish | 5 |
工程质量
基础的工程与文档实践是否到位？
57
工程实践
52中等
评分方式
| 24/24 | CI 工作流 — 3 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 4/20 | OpenSSF Scorecard：CI-Tests — 1 out of 4 merged PRs checked by a CI test -- score normalized to 2 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
65中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://ao.aiolaola.com/experts |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 19 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | ai-agents, chinese, claude, llm, prompt-engineering, copilot-agent, cursor-rules, qwen, system-prompt, claude-code, agent-definitions, ai-roles, deepseek, multi-agent, no-code, workflow, agency-orchestrator, hermes-agent, workbuddy |
| has_wiki | 否 |
| homepage | https://ao.aiolaola.com/experts |
| has_readme | 是 |
| has_docs_dir | 否 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
40
安全态势
40存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0.5/2.5 | CI-Tests — 1 out of 4 merged PRs checked by a CI test -- score normalized to 2 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 3/28 approved changesets -- score normalized to 1 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4 |
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
39
AI 代理上下文与指引
40存在风险
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 98 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.98 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
验证循环（构建 / 测试 / 类型检查）
32存在风险
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 27 次由代理编写或署名代理 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0.27 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
55中等
评分方式
| 0/45 | 可类型检查的代码 — Shell，未配置类型检查 |
| 55/55 | 可控的文件大小 — 采样的 1 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Shell |
| largest_source_bytes | 2,114 |
| source_files_sampled | 1 |
| oversized_source_files | 0 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
18,299GitHub 星标
14贡献者
211最近 12 个月提交数
1距最近推送天数
6发布版本数
1巴士系数（bus factor）
2开放议题
npm软件包生态系统数
数据采集警告
- 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
更多细节
Star 与 Fork 历史 0 ★ / 3,053 ⇿
0Star
3,053Fork
5发布
每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。
仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。
主版本 0次版本 0修订 5
OpenSSF Scorecard 4.0 / 10
4.0综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 2 | CI-Tests | 1 out of 4 merged PRs checked by a CI test -- score normalized to 2 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 3/28 approved changesets -- score normalized to 1 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"ai-agents",
"chinese",
"claude",
"llm",
"prompt-engineering",
"copilot-agent",
"cursor-rules",
"qwen",
"system-prompt",
"claude-code",
"agent-definitions",
"ai-roles",
"deepseek",
"multi-agent",
"no-code",
"workflow",
"agency-orchestrator",
"hermes-agent",
"workbuddy"
],
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"updated_at": "2026-07-25T10:09:48Z",
"description": "🎭 267 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 18 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 52 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉等）。搭配编排器 agency-orchestrator，一句话即可让多位专家按 DAG 自动协作。",
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"account_age_days": 4110
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"body": "fix: 消除重复的 agent frontmatter name（威胁检测/招聘）",
"is_bot": false,
"headline": "Merge PR #99: 消除重复的 agent frontmatter name（威胁检测/招聘）",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
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{
"oid": "18b993057c892195f817d24e451a31d788de6581",
"body": "- New agent: Hong Kong Stock Market Compliance Review Expert (香港股市合规审查专家)\n- Covers HKEX Listing Rules, SFO Cap.571, Companies Ordinance Cap.622\n- Provides pre-IPO compliance review, continuing obligations advisory,\n connected transaction compliance, disclosure review, and regulatory\n response guid\n[…]\n ratio test quick reference, compliance checklists\n for prospectus review, connected transactions, and disclosure\n- Full integration: CATALOG.md and AGENT-LIST.md updated\n- Category: Finance (中国市场原创)",
"is_bot": false,
"headline": "feat: add Hong Kong Stock Market Compliance Reviewer agent",
"author_name": "vieuxloup",
"author_login": "vieuxloup",
"committed_at": "2026-07-20T01:34:23Z",
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"is_bot": false,
"headline": "docs: npm 版本徽章（包已随 AO 依赖长期发布，徽章一直缺失）",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
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"body_truncated": false,
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"body": "国内网络工程师(8e2895e)加入后未更新计数,check:counts 门禁一直红着,\n卡住发布。本次补齐:\n\n- AGENT-LIST.md:头部总数/概览框/工程部(42)/两处总计/来源统计,并补上\n 该角色的工程部表格条目(此前完全缺失)\n- CATALOG.md:工程部 (42) + 新角色速查行\n- README.md / README.zh-TW.md:项目规模表 267/215/52,全部散落的 266\n 与一处更早滞后的 216、原创 50 一并修正\n- package.json:描述 267,版本 bump 1.2.7(check:counts 已绿,发布待批)",
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"headline": "chore(release): 计数补齐至 267 + v1.2.7 发布准备",
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"author_login": "jnMetaCode",
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},
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"body": "Two pairs shared the same `name` field, which breaks tool/agent\nregistries that key on display name (Claude Code, etc.):\n\n- 威胁检测工程师: engineering vs security\n- 招聘专家: hr vs specialized\n\nRename only the YAML `name` (body titles unchanged for readability):\n\n| File | New name |\n|---|---|\n| engineering-th\n[…]\nion-engineer | 威胁检测工程师（安全运营） |\n| hr-recruiter | 招聘专家（HR 全流程） |\n| specialized/recruitment-specialist | 人才获取专家 |\n\nAvoided 招聘运营专家 because support/support-recruitment-specialist.md\nalready uses that name.",
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"headline": "fix: disambiguate duplicate agent frontmatter names",
"author_name": "yuanjia",
"author_login": "YUANJIA",
"committed_at": "2026-07-19T06:50:57Z",
"body_truncated": true,
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},
{
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"body": null,
"is_bot": false,
"headline": "docs: 徽章行新增桌面客户端与在线体验入口",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-17T13:01:24Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "docs: 开头介绍段新增桌面客户端引导",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-17T11:06:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": null,
"is_bot": false,
"headline": "docs: 多元探索 banner 图再次更新",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-17T10:55:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a7d897e0ca990cf843f8557834ad28340fd18f8",
"body": null,
"is_bot": false,
"headline": "docs: 更新多元探索赞助商 banner 图",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-17T10:46:11Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "docs: 优云智算赞助位移到最后，火山引擎下面",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-15T10:31:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": null,
"is_bot": false,
"headline": "docs: 新增多元探索赞助商",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-15T10:26:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e2895e2e24279bc8a613783f06e6c74e593be4c",
"body": "面向国产网络设备的企业网工程专家，覆盖园区网/数据中心/广域网的 VLAN、\nSTP、OSPF、BGP、VXLAN 设计与排障，含华为 VRP / 华三 Comware 配置示例、\n排障命令速查，以及信创国产化替代与等保 2.0 合规组网内容。README 工程部\n表格同步新增一行。\n\ncloses #95",
"is_bot": false,
"headline": "feat: 新增国内网络工程师 agent，支持华为/华三/锐捷等国产设备",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-12T13:57:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "76123f72d727a7b83025f8704572ee3ce8638576",
"body": "add color navy and slate",
"is_bot": false,
"headline": "Update convert.sh (#94)",
"author_name": "Zyx-A",
"author_login": "Zyx-A",
"committed_at": "2026-07-12T13:06:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "03d11b06d4b58161a50ea9af0f3418f69acdaf59",
"body": null,
"is_bot": false,
"headline": "docs: 修正繁体版标题和开头结构，与简体版对齐",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-12T03:19:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": null,
"is_bot": false,
"headline": "docs: 火山引擎描述改回原始文案，不做改写",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-12T03:14:52Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "docs: 繁体版换行方式与简体版保持一致",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-12T03:05:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": null,
"is_bot": false,
"headline": "docs: 火山引擎优惠提示单独换行展示",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-12T03:03:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "932aa31e5401f053b86d0863a84658f8a865cf07",
"body": null,
"is_bot": false,
"headline": "Update README.md",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-12T02:55:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": null,
"is_bot": false,
"headline": "docs: 新增火山引擎赞助商",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-12T02:48:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9ddd3cc3d47aec1bb00d67a4594542ee0fc78b98",
"body": null,
"is_bot": false,
"headline": "docs: CCSub 描述移除 DeepSeek（已下架）",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-07T06:51:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0bf90638e870424f5648c031d4f5079252fe50a5",
"body": null,
"is_bot": false,
"headline": "docs: Cubence 优惠码段落加粗强调",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-07T06:40:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f663a61929fcad2988bd8f54773496a2bab31fb",
"body": null,
"is_bot": false,
"headline": "docs: 恢复 Cubence 原始描述文案",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-07T06:36:01Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "docs: 赞助商优惠提示合并回正文，不单独换行",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-07T05:49:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": null,
"is_bot": false,
"headline": "docs: 新增 CCSub 赞助商，Cubence 优惠码单独换行高亮",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-07T05:25:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": null,
"is_bot": false,
"headline": "docs: 新增 Cubence 赞助商",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-06T07:37:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "033fd332f4dce30fb28eab29f38141d8626eb7d4",
"body": "拆回两张独立表格（不再共用列宽，避免和优云智算强制同宽的限制），\nRootFlowAI 图片列宽度独立设为 25%，图片本身填满该列（不再额外\n用 img width 缩小），文字列相应扩到 75%，起始位置更靠左。",
"is_bot": false,
"headline": "fix: RootFlowAI 图片再缩小，文字列往左移",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-05T05:57:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "add50ea3fe10699b66c1b17171aacfb23e26f47a",
"body": "上一版用 colspan + 嵌套 <table> 来给 RootFlowAI 单独控制图片列宽度，\nGitHub 的 markdown 渲染器不能正确处理这种嵌套表格，导致实际页面上\n布局错位（图片和文字没有正确分栏）。改回和优云智算一样的扁平双行\n表格结构，图片列宽度保持一致（55%/45%），RootFlowAI 图片本身用\nwidth=\"65%\" 显得比优云智算的略小。",
"is_bot": false,
"headline": "fix: 修复 RootFlowAI 赞助区块在 GitHub 上的表格渲染错位",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-05T05:50:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "232dc05337a0bf9939515127aa886ccd88c40a49",
"body": "优云智算和 RootFlowAI 中间由粗分隔线改为表格自带的细边框线，\nAPINEBULA 与优云智算之间的粗线保持不变；RootFlowAI 优惠文案并入\n正文同段落，去掉多余空行。",
"is_bot": false,
"headline": "docs: RootFlowAI 与优云智算合并进同一张表格",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-05T05:46:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff061fcee1928cc53170037fa7b0fd39b08ac2c2",
"body": "聚合 Claude/GPT/Gemini 等大模型 API 的聚合平台，采用图左文右布局\n（图片列 35%，小于优云智算的 55%），中英文 README 同步更新。",
"is_bot": false,
"headline": "docs: 上线 RootFlowAI 赞助商区块",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-05T04:40:35Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "docs: 优云智算赞助文案补充支持GLM5.2",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-07-01T06:54:53Z",
"body_truncated": false,
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},
{
"oid": "80c30a09d308b0aecbb831d6b38fbd5642483e7d",
"body": null,
"is_bot": false,
"headline": "docs: 主 README CTA 补 UTM + 角色数 266->216",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-20T01:50:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8cdb92b94b98fe17d668b00c82a0d29a231d30fc",
"body": "中文+繁体 README 的\"在线体验\"入口从首页 ao.aiolaola.com 改为\n直达专家库页 /experts,与下方\"在线专家库\"卡片一致。\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(README): 在线体验链接直达 ao.aiolaola.com/experts 专家库",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-20T00:12:57Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "79ae6a7804449ffaf9f2408be10b6e80df4af09b",
"body": "交流段：公众号二维码改左右紧凑布局",
"is_bot": false,
"headline": "Merge pull request #92 from jnMetaCode/chore/wechat-qr-layout",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-19T23:05:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8edc1ae0a972e4f22673db8b342a6def9c4e8777",
"body": "aiolaola 块从顶部移回正文",
"is_bot": false,
"headline": "Merge pull request #93 from jnMetaCode/chore/aiolaola-top-to-body",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-19T23:04:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b8bed171c734d657ef83304fb0d325774412f190",
"body": "去掉顶部 aiolaola:start/end 块,把免费配套学习放回正文原位置(含本仓钩子)。",
"is_bot": false,
"headline": "docs: aiolaola 块从顶部移回正文(顶部太靠前压住标题)",
"author_name": "AI不止语",
"author_login": "asdtasdt",
"committed_at": "2026-06-19T22:56:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "91c62389f5a3d6b27dd8b3ed3484a5d13bcbc435",
"body": "二维码与公众号文字/渠道并排,不再竖排占大段高度。原渠道内容全保留。",
"is_bot": false,
"headline": "docs: 交流段公众号二维码改左右紧凑布局(省竖向空间)",
"author_name": "AI不止语",
"author_login": "asdtasdt",
"committed_at": "2026-06-19T22:16:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2ee3956b476ce3ad7b521029c2a0379251771378",
"body": "去重：删正文里重复的免费配套学习行（顶部标记块已有）",
"is_bot": false,
"headline": "Merge pull request #91 from jnMetaCode/chore/dedup-aiolaola-block",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-19T22:11:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1139dccb138d518bcdb73c0af582ad584bffb048",
"body": null,
"is_bot": false,
"headline": "docs: 去掉正文里重复的免费配套学习行(顶部 aiolaola 标记块已有)",
"author_name": "AI不止语",
"author_login": "asdtasdt",
"committed_at": "2026-06-19T22:04:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d45d73e779cace5b0daf7efd372d118baf0f026",
"body": null,
"is_bot": false,
"headline": "docs: 顶部加 aiOlaOla 免费配套学习 CTA + 姐妹项目互链",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-19T19:44:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a59fa6c5b8c9885d2741b7c302a92141e0d80df7",
"body": "配套学习文案统一（免费 + 统一书名）",
"is_bot": false,
"headline": "Merge pull request #90 from jnMetaCode/chore/aiolaola-unify",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-19T15:34:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b8698160822e56f8b274fe190ad98106833ed5cf",
"body": "链接文字用「从零学会 AI 编程」(不写品牌名),统一书名《AI 编程实战三卷书》,\n与其他仓对齐。266 角色钩子保留。",
"is_bot": false,
"headline": "docs: 配套学习文案统一(从零学会 AI 编程 + 书名《AI 编程实战三卷书》)",
"author_name": "AI不止语",
"author_login": "asdtasdt",
"committed_at": "2026-06-19T15:21:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0ba91bca2eabf9098b020b48e0568d2ddb991eb7",
"body": "配套阅读链接改为 aiOlaOla 平台 (aiolaola.com)",
"is_bot": false,
"headline": "Merge pull request #89 from jnMetaCode/chore/aiolaola-link",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-19T02:43:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "524c5a866193cc5c78251fb176fe6239f245e9c2",
"body": "原指向单本书 book.aibuzhiyu.com,改为母平台 aiOlaOla:\n180 节免费课 + 《方法论三卷书》+ 实战社区,一个账号解锁全部。角色数不变。",
"is_bot": false,
"headline": "docs: 配套阅读改为 aiOlaOla 平台(aiolaola.com)",
"author_name": "AI不止语",
"author_login": "asdtasdt",
"committed_at": "2026-06-19T02:39:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "160ab6c640004910df32bda47024a2707097cdb8",
"body": "- description 角色数从陈旧的 216 改为实际 266(与 README/AGENT-LIST 对齐)\n- files 白名单补上 gis/ 与 security/ 两个新部门(此前 23 个 agent 不会发到 npm)\n- check-counts.mjs 新增 package.json 描述数校验,从根因防止再次漂移\n\n已验证:JSON 合法、20 个部门目录全部存在、check-counts 266 通过、\n新校验能抓到故意注入的 999 漂移、catalog 生成器(ko/ru/ar/id/pt-BR)实测零空行。\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(package): 同步角色数 216→266,补 gis/security 到 files,并加 package.json 计数校验",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-18T19:11:42Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "6a05b7c11ddb5ab7265f7eda2bae7b1a8a375284",
"body": "明确三类会被直接 close 的 PR:绑定具体雇主/公司品牌、在 prompt 主体\n嵌入第三方工具的 API/Plugin 说明、以翻译或新增为名的软推广改动。\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(CONTRIBUTING): 新增内容红线章节",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-18T16:49:47Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "ef446efedd4ba47eb5a7af94db8560ea4a65b235",
"body": "- generate-{ar,id,ko,pt-BR,ru}-catalog.sh:扫描区域仓 frontmatter 生成\n CATALOG.md,覆盖全部 19 个部门(academic…supply-chain/gis/security)\n- translate-to-lang.sh:基于 Claude CLI 把上游 agency-agents 批量翻译到\n 目标语言,默认 pin 上游 commit 93f3c5f(含 gis/security 部门)\n- generate-regional-agent.sh:用 Opus 生成区域专属原创 agent\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(scripts): 新增多语言 catalog 生成与翻译/区域 agent 工具",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-18T16:49:47Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "9254572c681af4831523a17fabd43a2eb0754350",
"body": "CodeWhale(Hmbown/CodeWhale,38k⭐,Rust 终端编程 Agent)从\n~/.codewhale/skills/<slug>/SKILL.md 加载技能,格式与 WorkBuddy/Hermes 一致。\n\n- convert.sh:新增 convert_codewhale(输出 SKILL.md,name+description frontmatter)\n + 加入 valid_tools / tools_to_run / dispatch\n- install.sh:新增 install_codewhale(装到 ~/.codewhale/skills/)\n +\n[…]\n令块/工具表/详细说明补 CodeWhale\n- AGENT-LIST:支持工具 17→18\n\n已端到端验证:convert 出 266 个 SKILL.md、install 到临时 HOME 成功、\nintegrations/codewhale 已被 gitignore 不会误提交。\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: 新增 CodeWhale(原 DeepSeek-TUI)工具支持 (#81)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-18T01:03:16Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "743799de4d78f06425b6d1f581581fb4f3646b83",
"body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "polish: 策略对决 → 策略对决推演师(角色名更完整),同步 CATALOG/AGENT-LIST",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T21:34:43Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "1e078bc2691dab9d057379be6bb4634c67149595",
"body": "审计发现并修复:\n- README(中文+繁体)智能体阵容里 4 处死链,指向已删的\n specialized/compliance-auditor、specialized/blockchain-security-auditor\n → 改指 security/ 下的新路径\n- UPSTREAM.md 路径映射表 1 处陈旧目标\n support/support-supply-chain-strategist(不存在)→ supply-chain/supply-chain-strategist\n\n全仓库复检:0 死链、与上游 parity、CATALOG 各部门计数对齐、check-counts 266、lint 0 错误。\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(docs): 修复同步遗留的死链与陈旧路径映射",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T21:31:16Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "96c31b3c6e261c6ed26a2852e4c0fdaa9318a123",
"body": "同步上游 783f6a7 之后(GIS/Security 之外)零散新增的 29 个 agent:\n- engineering 6:WordPress/Drupal 购物车工程师、IT 服务经理、多智能体系统架构师、OrgScript/Prompt 工程师\n- marketing 6:AEO 基础架构师、邮件营销、全球播客、多平台发布、PR 传播、X/Twitter 情报\n- specialized 14:商业战略家、变革管理、CFO、客户成功、数据隐私官、ESG、资助申请、M&A 整合、医疗编码、运营经理、组织心理学家、个人成长导师、定价分析师、策略对决\n- design/sales/pro\n[…]\n计数:智能体 239 → 266,英文翻译 188 → 215。更新 CATALOG/AGENT-LIST/UPSTREAM/README(中文+繁体),check-counts 通过(266 一致),lint 0 错误。\n至此本仓库已覆盖上游全部 agent(文件级 parity)。\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: 补译上游零散新增 29 个 agent + 去重,达成与上游 parity",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T21:15:37Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "a1ad310f098c98af2863a5bbd987333af520c728",
"body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: 姊妹项目新增 codepet（码宠 桌面养成桌宠）",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T20:48:45Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "187c7e7d9edccd9ab148267edd0ee65c7d840de6",
"body": "上游 783f6a7 之后新增了 gis/ 与 security/ 两个部门(对应 #572),本次同步翻译:\n- gis/ 13 个:GIS 分析师、空间数据工程师/科学家、地理处理、Web GIS、GeoAI/ML、\n 无人机实景测绘、BIM/GIS、地图制图、三维场景、质检、解决方案、技术顾问\n- security/ 10 个:应用安全、安全架构、云安全、区块链审计、合规审计、事件响应、\n 渗透测试、高级安全运营、威胁检测、威胁情报\n- 智能体总数 216 → 239,英文翻译 165 → 188,部门 → 含 GIS/安全\n- 更新 CATALOG / AGENT-LIST / U\n[…]\n体)\n- convert.sh / install.sh / lint-agents.sh 的部门目录列表加入 gis、security\n\n注:上游同期还有零散新增 agent(engineering/specialized 等)尚未同步,已在 UPSTREAM.md 记为 TODO。\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: 同步上游 GIS(13) + Security(10) 两个新部门并翻译为中文 (#86)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T20:16:22Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e1ca17a5a54308c4f3d8664a392f3964407d5937",
"body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(zh-TW): 项目规模数字同步到中文(197→216 智能体, 147→165 英文翻译)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T11:21:17Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "6b3fc99e3730a0bca9a74001308cff00a680ffe4",
"body": "- 还原 APINEBULA 繁体文案(甲方提供,不改)\n- 新增「让角色库跑起来 · Agency Orchestrator」板块\n- 新增「在线浏览全部专家」板块 + 专家库图片\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(zh-TW): 补齐中文有而繁体缺的板块",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T11:13:59Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "aad37d5869aeb3af551a8b7816df791154f0581c",
"body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: 繁体 APINEBULA 文案与中文对齐(去掉「即可」「點擊」措辞差异)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T11:09:39Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e2fe8f5e4e51c473ad0bb2c9c0aff3ef64929ae9",
"body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: 赞助商分隔线改为全宽(GitHub 忽略 hr 的 width/align)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T11:00:37Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "5ee8cb8c8f6dfc80392b3d1ab92ee6195e6402cf",
"body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: 赞助商区两家之间加居中分隔线,便于区分",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T10:59:19Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c84fdbfff29740409b54cb74a124223140786c33",
"body": "- 中文 README:赞助商区标题下、优云智算上方插入 APINEBULA 全宽 banner + 文案\n- 繁体 README:原本无赞助商板块,新建完整区块(APINEBULA + 优云智算,繁体文案)\n- 新增 banner 图 assets/sponsor-apinebula.jpeg\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: 新增赞助商 APINEBULA(大屏赞助)到中文/繁体 README",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-17T10:40:34Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "5f1cf60c41fa1b77fbe0d35404bfa0221cd47aab",
"body": null,
"is_bot": false,
"headline": "chore(release): 1.2.6 — 同步移除第三方链接到 npm",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-16T17:58:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca72ec1efba6fe99b11d408d9e02f7bf8c9d1991",
"body": null,
"is_bot": false,
"headline": "docs: 移除 README 里的第三方编排 skill 链接(未核实,不在官方 README 背书)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-16T17:57:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b9e93d670f73f17bf9621a0de741d00e49e04d99",
"body": null,
"is_bot": false,
"headline": "chore(release): 1.2.5 — README 在线展示区 + 精简 Orchestrator 区块同步到 npm",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-16T17:54:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "23364d8e4f854a593a1fb8ce6e412ea6106cbfcf",
"body": null,
"is_bot": false,
"headline": "docs: 精简 Orchestrator 区块(已有客户端,去掉冗长表格/ASCII 块,保留核心)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-16T17:38:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "89ad8a390431110bf7e2fce41f1f2b54c260c304",
"body": "紧凑展示(width 640)专家库画面,点击跳转 ao.aiolaola.com/experts——搜索/筛选/查看复制全部 216 位专家的提示词,无需安装。",
"is_bot": false,
"headline": "docs: README 新增「在线浏览全部专家」展示区(截图 + 在线专家库链接)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-16T17:08:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e3f7844fc1b5a757611d7fc91f7cf77810973274",
"body": "手动把 AGENT-LIST.md / CATALOG.md 补到 216(加服装工厂规划工程师、修计数);\n新增 scripts/check-counts.mjs(npm run check:counts):校验文档总数与实际角色文件一致,\n防止计数再悄悄滞后;package.json 描述 215→216。",
"is_bot": false,
"headline": "docs: AGENT-LIST/CATALOG 补齐到 216 + 加角色计数守卫 (1.2.4)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-16T15:54:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2e4189055e59a435ee9c7c226bf66ffa8b764a56",
"body": "角色库用户多不用命令行,Orchestrator 区块补桌面客户端(原生 App,图形界面跑这些角色)下载入口;真实角色数 216(README 同步);修正 LLM 计数为 10 家/7 免费。AGENT-LIST.md(自动生成)仍 215,待生成脚本重跑。",
"is_bot": false,
"headline": "docs: README 加桌面客户端下载入口 + 计数 215→216 + LLM 7免费/10总",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-16T12:32:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d2c8632e30c90929e044137f51651cf68f566857",
"body": "README 增加社区编排方案链接(Staok/agency-agents-router-skill);版本 1.2.1→1.2.2(含 #85 翻译、#87 Hermes Windows 目录修复)。",
"is_bot": false,
"headline": "docs+chore: README 致谢社区编排 skill (#77) + 版本 1.2.2",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-16T12:01:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1ae077fee5f5e3c166eda6ad47a3e264dfe84907",
"body": "install_hermes 按优先级解析目录:HERMES_HOME 环境变量 > ${LOCALAPPDATA}/hermes(Windows 新版默认) > ~/.hermes(传统)。修复 Windows 原生 Hermes Desktop 装到 LOCALAPPDATA 时 skills 读不到的问题。",
"is_bot": false,
"headline": "fix(install): Hermes skills 安装目录适配 Windows 原生路径 (#82) (#87)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-16T11:52:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72ba5bbf298245d4958d2e5bd4195c90dc62af1f",
"body": "YAML frontmatter 已是中文,但 markdown 主体全部为英文未翻译,跟其他已翻译的中文 agent 文件风格不一致。",
"is_bot": false,
"headline": "fix(marketing): 翻译 marketing-ai-citation-strategist 主体为中文 (#85)",
"author_name": "CH-CV",
"author_login": "CH-CV",
"committed_at": "2026-06-16T11:51:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "14c437a8d84dbf7084cdd6c0ed915bbfe8b9a105",
"body": null,
"is_bot": false,
"headline": "docs: 姊妹项目表新增 local-agent-toolkit（agent 本地记忆/技能/追踪三件套）",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-12T23:20:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e21725941c735a84bfb520209373fb8d96fc1ade",
"body": "Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): 赞助联系入口定为显示商务邮箱(明文+mailto),最通用零门槛 (#80)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-03T15:32:01Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "0c6175b9a51471aa0e6073597ea9b02f6f6a0dc9",
"body": "mailto 依赖默认邮件客户端，无客户端时点击无反应。改为指向预填好的\n\"赞助/商务合作\"新建 Issue 页面，点击在浏览器直接打开，100% 可用。\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): 赞助联系入口改为预填 GitHub Issue 链接，点击即开、不暴露邮箱 (#79)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-03T15:21:51Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "446666801c6a641267fd9c5ad13f1835c567f9a1",
"body": "Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): 赞助联系处显示邮箱明文，避免 mailto 无默认邮件客户端时点击无反应 (#78)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-03T09:05:28Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "891d335bdfb6ac8174209f367f1941ace321db2d",
"body": "* docs(readme): 赞助商版块移到\"这是什么\"上方并改为左右两栏紧凑版式\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* docs(readme): 赞助商版块上移到介绍区之后、Agency Orchestrator 之前(方案A)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* docs(readme): 赞助商文案改用赞助方提供的完整原文\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthrop\n[…]\ns 4.8 <noreply@anthropic.com>\n\n* docs(readme): 赞助商标题旁加\"想出现在这里？\"招商入口，移除右栏联系行\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): 优化赞助商版块（位置/版式/文案/招商入口） (#76)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-01T15:14:28Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "164fdccf4951e7dc23fc50cb8bdf6e3a050ba933",
"body": "在\"这是什么？\"之后新增赞助商版块，含横幅图（可点击跳转）、平台介绍\n与注册 CTA：国模 Agent Plan 套餐低至 49 元/月起，支持 Claude Code/Codex/API，\n通过专属链接注册可领 5 元体验金。\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): 新增赞助商版块 — 优云智算（UCloud AI 云平台） (#75)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-01T14:15:24Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "25d08118634854f7c39266e74feea8ad04af983e",
"body": "整合并修正 #72 的内容：补充 8 类外语考试（IELTS/TOEFL、DELE、DELF、\nGoethe、JLPT、TOPIK、ТРКИ、CILS）的等级体系、学习路径与重难点，\n归整到学业规划的考试备考区，并修正原 PR 的 Markdown 列表缩进/括号格式。\n\n原始贡献：@tamatobleed (#72)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(academic): study-planner 增加雅思托福与西/法/德/日/韩/俄/意备考策略 (#74)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-01T13:48:13Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "2949bc068c5727cba0fb941d6582d62bc357f3d6",
"body": "…1 报错 (#73)\n\nWindows PowerShell 5.1 的 Join-Path 不支持三参数形式（-AdditionalChildPath 为 PS7+），\n改为嵌套 Join-Path 以兼容 5.1 与 7+。\n\nCloses #71\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(install): 修复 install.ps1 Gemini CLI 三参数 Join-Path 在 PowerShell 5.…",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-06-01T13:44:18Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "4eb891f88f6c8feb7eb5af09a9bf2b39f0782206",
"body": "Kiro 自定义子智能体要求 ~/.kiro/agents/<name>.md 格式（带 YAML\nfrontmatter），而非之前的 .json + prompts/ 分离结构。\n\n修复内容：\n- convert.sh/ps1: convert_kiro 直接生成 .md 文件\n- install.sh/ps1: install_kiro 复制 .md 文件而非 .json\n\n参考：https://kiro.dev/docs/chat/subagents/",
"is_bot": false,
"headline": "fix(kiro): 修复 Kiro 智能体格式为 .md + YAML frontmatter (#65)",
"author_name": "cloudQuant",
"author_login": "cloudQuant",
"committed_at": "2026-06-01T13:32:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "02a6eb8081b9f5d47e0f9b4103ee042eb061b799",
"body": "* feat(supply-chain): 新增服装工厂规划工程师角色 - 全球多基地服装工厂规划专家\n\n- 覆盖牛仔/羽绒服/无痕内衣/针织四大品类产线全流程设计\n- 包含产能测算、设备选型、产线平衡、合规验厂等专业模块\n- 针对摩洛哥/柬埔寨/马达加斯加/埃及等多国场景提供本地化建议\n- 包含完整的技术交付物范例（产能测算表/Layout参数/设备对比）\n\n* Refine garment factory planning engineer role description\n\nUpdated the description of the garment factory planning engineer role to enhance clarity and remove redundancy.\n\n---------\n\nCo-authored-by: zheng <zejun.zheng@gmail.com>",
"is_bot": false,
"headline": "feat(supply-chain): 新增服装工厂规划工程师角色 - 全球多基地服装工厂规划专家 (#63)",
"author_name": "jack-112",
"author_login": "jack-112",
"committed_at": "2026-06-01T13:32:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13b8800f6f666e8e10ac64f67f1194d2baeefbe0",
"body": "新仓库：https://github.com/jnMetaCode/ai-shortfilm-prompts\n内容：Mx-Shell《丧尸清道夫》5 段式提示词方法论 + Claude Code Skill\n适用：Seedance / 小云雀 / Sora / 可灵 / 即梦等视频模型",
"is_bot": false,
"headline": "docs: 在姊妹项目表加 ai-shortfilm-prompts",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-18T16:39:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "15d982ebae700e347998cad413cb479214ed4000",
"body": null,
"is_bot": false,
"headline": "docs: switch book link to book.aibuzhiyu.com subdomain",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-14T16:09:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d732bce34fbc20ca57f86c0c09183970f76d7bdb",
"body": "lint warning 数 51 → 28，sales/paid-media 部门全部静默通过。\n\npaid-media（7 个文件）：\n - 将 \"## 核心能力\" 统一为 \"## 核心使命与能力\"\n - 各自新增 \"## 关键规则\"（领域定制，如审计师的\"严重程度三级\"、\n PPC 的\"出价策略迁移成本\"、Tracking 的\"PII 一律哈希\"等纪律红线）\n\nsales（4 个文件）：\n - sales-deal-strategist: 角色定义→身份与记忆，核心能力→核心使命与能力，\n 新增关键规则（MEDDPICC 八项必齐、Compelling Event 缺失\n[…]\n核心能力→核心使命与能力，新增关键规则\n - sales-outbound-strategist: 新增核心使命，行为准则→关键规则\n\n剩余 28 个 warning 集中在 supply-chain / specialized / 散落部门，\n属于 plan A 范围，本次未触碰。\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(agents): 补齐 sales + paid-media 11 个 agent 的核心使命/关键规则章节",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-11T15:48:04Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "28c09a74e47db04062e185622db850c1689c07ac",
"body": "Add cross-promo block after project stats table linking to\naibuzhiyu.com (《AI 编程实战 · 方法论三卷书》). Gives the existing\naudience a path to the methodology guide that pairs with the 215\nagents in this repo.",
"is_bot": false,
"headline": "docs(readme): add aibuzhiyu.com companion-reading callout",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-09T14:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a80f57d83d518e7a4ff917748340fd4cd3196bbc",
"body": "PR #61 重写 lint-agents.sh 时把章节列表改成 6 个独立项分别检查\n（\"身份\" \"核心使命\" \"关键规则\" \"Identity\" \"Core Mission\" \"Critical Rules\"），\n导致中文 agent 即使有 ## 身份/核心使命/关键规则，仍会触发\"缺少 Identity/\nCore Mission/Critical Rules\"等英文章节告警，单文件多产生 3 条无效 WARN。\n\n恢复成 3 个 OR-pattern：中英文任一匹配即视为存在。warning 数从 649 降到 51，\n剩下的全是真实需要补章节的 agent，信号噪声比恢复。\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(lint): 推荐章节中英文按 OR 匹配，warning 数 649→51",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-09T11:34:36Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e5b0c77a3c8f6f495a1f3a32f36b92e1987511c7",
"body": "PR #61 引入 emoji 必填 + supply-chain-strategist 重分类（support →\nsupply-chain），但 PR 本身未同步索引。本次补齐：\n\n1. engineering-mechanical-design-engineer.md 补 emoji ⚙️，\n 通过新版 lint-agents.sh 校验\n\n2. AGENT-LIST.md / CATALOG.md / README.md / README.zh-TW.md：\n - 顶部部门统计：支持部 8→7、供应链部 3→4\n - 底部按部门占比表：支持部 3.7%→3.3%、供应链部 \n[…]\n链部表新增 supply-chain-strategist 行\n - 链接路径全部从 support/ 切到 supply-chain/\n\n3. 在新位置 supply-chain-strategist 的 Agent ID 同步为去掉\n support- 前缀（与文件名一致）\n\nlint-agents.sh 全量校验：0 errors, 649 warnings, 200 files ✅",
"is_bot": false,
"headline": "fix: PR #61 合入后的索引同步与新 agent emoji 补齐",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-06T06:59:12Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "773818773caf476d21b07faa0d7f4daf257f8133",
"body": "全部 214 角色补 emoji 字段 + lint-agents.sh 同步上游 + supply-chain-strategist\n归位（support → supply-chain）。\n\nemoji 字段供下游 agency-orchestrator 的 executor.ts 在执行日志渲染角色，\n中文版此前缺失导致输出空白。\n\nlint-agents.sh 升级：\n- emoji 加入必填 frontmatter\n- 新增 strategy 目录扫描\n- 中英文 section 标题双向兼容\n\n后续 commit 会补：support 8→7、supply-chain 3→4 索引同步，以及给\n新合入的机械设计 agent 补 emoji（lint 现要求必填）。\n\nCo-Authored-By: Holee12356 <Holee12356@users.noreply.github.com>",
"is_bot": false,
"headline": "feat: 补充全部角色 emoji 字段 + 新增 lint-agents.sh + 修复 supply-chain 分类 (#61)",
"author_name": "Holee12356",
"author_login": "Holee12356",
"committed_at": "2026-05-06T06:56:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "785d0a9657d3271e6184b865230e642f0165503c",
"body": "新增 1 个原创智能体（214→215，原创 49→50，工程部 34→35）：\n engineering/engineering-mechanical-design-engineer.md\n - 通用机械产品设计专家：方案选型、传动/机构/结构件/连接设计\n - 计算校核四件套（强度/刚度/疲劳/振动）—— 振动按 issue #60\n 要求作为重中之重单列，给出避开共振 ±20% 的硬指标\n - DFMA 检查清单（零件数/对称化/防呆/标准件占比）\n - GB/ISO/JIS 标准件优先 + GB/T 1800/1804/3480/T 17450 等国标体系\n - 8 \n[…]\n运动机构/\n连接/流体气动液压/材料热处理 + 计算校核 + DFMA + 国标），#59\n由 @liliy886 提出的\"装好了不触发\"反馈定位为文档缺失。\n\nCo-Authored-By: H-i-m-s <H-i-m-s@users.noreply.github.com>\nCo-Authored-By: liliy886 <liliy886@users.noreply.github.com>",
"is_bot": false,
"headline": "feat: 新增机械设计工程师 + 完善 Trae 集成文档 (closes #60 #59)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-06T06:55:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f345a139b95f01395e27b629af40ea3e4d1e45c2",
"body": null,
"is_bot": false,
"headline": "chore: release 1.2.0",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-05T15:20:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d5457b4db609e6716b67141019e9288b457a4838",
"body": "旧版只列 10 类共 77 个，但基线声称 184，差 107 没体现。\n本轮按 783f6a7 实际目录结构补齐：\n\n- 覆盖率表新增 academic / finance / game-development / paid-media /\n sales 五个分类，总计与基线一致（184）\n- 标注 strategy/ 是运营文档不计入智能体（消除 16 的虚增）\n- 新增\"上下游路径差异\"区块，记录 4 个改名/重组映射\n （bilibili-content/customer-service/sales-outreach/supply-chain-strategist）\n- 中国市场原创从手列 4 个改为指向 AGENT-LIST.md 标签筛选\n- 新增\"本地额外目录\"区块（hr / legal / supply-chain，共 7 个）",
"is_bot": false,
"headline": "docs: 刷新 UPSTREAM.md 覆盖率表",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-05T07:45:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04f181de305e7918060eaa88b7480c97abea6de5",
"body": "新增 2 个原创智能体（212→214，原创 47→49）：\n\n1. marketing/marketing-daily-news-briefing.md —— 新闻情报官（来自 PR #48）\n - 国内外多源新闻实时采集（10+ 信源）+ 交叉验证 + 结构化简报\n - 内容生产线第一环，下游内容创作 agent 的素材供应商\n\n2. specialized/livestock-archive-auditor.md —— 养殖档案核对员（来自 PR #52）\n - 畜禽养殖档案 Excel + 生产日报错填漏填核对\n - 子表独立审计、生产日报交叉核对、批号 FIFO 复核\n[…]\nOG/README/README.zh-TW/package.json 全部\n对齐到 214/49 原创/营销 36/专项 46。\n\nCo-Authored-By: 1602329415-star <1602329415-star@users.noreply.github.com>\nCo-Authored-By: HJW6686 <HJW6686@users.noreply.github.com>",
"is_bot": false,
"headline": "feat: 合入两个社区智能体 (closes #48 #52)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-02T17:20:42Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "2676df3027289b322690298d4b42528109013334",
"body": "工程部第 34 位成员，专注 Qt/QML 桌面上位机开发：\n- Qt Widgets/Quick 框架与线程模型（UI/通信/持久化分离）\n- QSerialPort、Modbus RTU/TCP、CAN 工业协议（含粘包/CRC/超时重传）\n- QChart/QCustomPlot 实时数据可视化（OpenGL 加速、抽稀）\n- 跨平台打包（windeployqt/AppImage）与国产化适配（麒麟/UOS/龙芯）\n\n同步索引：211→212、原创 46→47、工程部 33→34；README 双语 +\nAGENT-LIST/CATALOG/package.json 全部对齐。\n\n参考 issue #30 中 @u8-1 提出的需求与维护者给出的 agent 模板大纲。\n\nCo-Authored-By: u8-1 <u8-1@users.noreply.github.com>",
"is_bot": false,
"headline": "feat: 新增上位机工程师智能体 (closes #30)",
"author_name": "AI不止语",
"author_login": "jnMetaCode",
"committed_at": "2026-05-02T16:02:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b9cb8369118ee845406a73c27757475bd4a55615",
"body": "新增 Qoder 作为第 17 个支持的 AI 编程工具：\n\n- `scripts/convert.sh` 新增 `convert_qoder()` 与 `get_qoder_tools()`，按目录推荐 Qoder 工具权限\n- `scripts/install.sh` 新增 `detect_qoder()` / `install_qoder()`，安装到项目级 `.qoder/agents/`\n- README 双语同步：16→17 工具、新增 Qoder 详细安装说明\n- 实测 211 个智能体全部转换成功，frontmatter 与 Qoder SubAgent 规范一致\n\nCloses #49\n\nCo-authored-by: dougsong <dougsong@users.noreply.github.com>",
"is_bot": false,
"headline": "feat: 新增 Qoder 自定义子智能体支持 (#57)",
"author_name": "zheng",
"author_login": "dougsong",
"committed_at": "2026-05-02T15:43:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8fdf7583a6f63f190077324c3365433613c29d2e",
"body": ".DS_Store 是 macOS 元数据；.codex/ 是 Codex CLI 工具的项目级目录\n（install.sh 也用 .codex/agents/ 作为安装目标）。两者均不应入库。\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: gitignore 补 .DS_Store 与 .codex/",
"author_name": "jiangnan",
"author_login": "jnMetaCode",
"committed_at": "2026-04-30T14:28:56Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "a1f13f372b2720d39d2833ea577c94db9b8fbf52",
"body": "OpenCode 解析 frontmatter color 字段时 \"slate\" 不被支持，导致项目配置无法加载。\n改为 \"#708090\"（slate gray hex）。仓库其它智能体均使用 hex 或 OpenCode 兼容的色名，\n本文件是唯一一个用 slate 的。\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: 最小变更工程师 color 改为 hex 修复 OpenCode 加载失败 (#50)",
"author_name": "jiangnan",
"author_login": "jnMetaCode",
"committed_at": "2026-04-30T14:19:52Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "42ef6e0395dbc04cb2b1b0e05aaf82aa06828be6",
"body": null,
"is_bot": false,
"headline": "docs: 为高 star 姊妹项目补上 star badge（本项目 + superpowers-zh）",
"author_name": "jiangnan",
"author_login": "jnMetaCode",
"committed_at": "2026-04-19T12:02:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a24b28a818a0cb30839099f57184a3d755ef44f4",
"body": null,
"is_bot": false,
"headline": "docs: 姊妹项目表情绪钩子回补，与 superpowers-zh 同步",
"author_name": "jiangnan",
"author_login": "jnMetaCode",
"committed_at": "2026-04-19T11:50:26Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 6,
"commits_last_year": 211,
"latest_release_at": "2026-06-16T17:58:53Z",
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{
"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 (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"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-agents-zh"
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"dependents": null,
"ecosystems": "npm",
"total_downloads": null,
"monthly_downloads": 2717
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,717 downloads/month across npm",
"points": 45.8,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2717,
"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": 64,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 28,
"inputs": {
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"contributors_sampled": 14,
"top_contributor_share": 0.912
},
"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 91% of commits",
"points": 2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 91
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "14 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 14
}
}
],
"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": 74,
"inputs": {
"merged_prs": 31,
"open_issues": 2,
"closed_issues": 45,
"issue_closed_ratio": 0.957,
"closed_unmerged_prs": 12
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "96% of issues closed",
"points": 44.7,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 96
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "31/43 decided PRs merged",
"points": 27.6,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 31,
"decided": 43
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 3/28 approved changesets -- score normalized to 1",
"points": 1.5,
"status": "partial",
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 69,
"inputs": {
"followers": 688,
"owner_type": "User",
"is_verified": null,
"owner_login": "jnMetaCode",
"public_repos": 121,
"account_age_days": 4110
},
"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": "688 followers of jnMetaCode",
"points": 20.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 688,
"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-agents-zh"
],
"ecosystems": "npm",
"any_deprecated": false,
"min_days_since_publish": 5
},
"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 5 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 5
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "8 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 8
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"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": "moderate",
"name": "Engineering Quality",
"value": 57,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 52,
"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": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"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": "1 out of 4 merged PRs checked by a CI test -- score normalized to 2",
"points": 4,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"topics": [
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"chinese",
"claude",
"llm",
"prompt-engineering",
"copilot-agent",
"cursor-rules",
"qwen",
"system-prompt",
"claude-code",
"agent-definitions",
"ai-roles",
"deepseek",
"multi-agent",
"no-code",
"workflow",
"agency-orchestrator",
"hermes-agent",
"workbuddy"
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"has_wiki": false,
"homepage": "https://ao.aiolaola.com/experts",
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://ao.aiolaola.com/experts",
"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": "19 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 19
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 40,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 40,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 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": "1 out of 4 merged PRs checked by a CI test -- score normalized to 2",
"points": 0.5,
"status": "partial",
"details": [],
"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 3/28 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"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 18 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 not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"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": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 39,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"legible_history_share": 0.98,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "98 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
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"sampled": 100
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 32,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
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"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "27 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
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}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
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"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
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"status": "missed",
"details": [],
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]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
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"source_files_sampled": 1,
"oversized_source_files": 0
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"components": [
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