公开记录良好
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 10:13 UTC
vrsen / agency-swarm
Reliable Multi-Agent Orchestration Framework
vrsen/agency-swarm 的健康指数为 100 分中的 77 分，处于「良好」区间。 其得分最高的类别是Vitality（99/100），最低的是Security（45/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
77
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。
77
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 |
|---|---|---|---|---|---|
| PyPI | agency-swarm | 1.10.4 | - | 68 | 0 天前 |
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？
99
开发活跃度
99优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 35.3/36 | 提交节奏 — 52 周中有 51 周有提交 |
| 18/18 | 提交量 — 最近一年 1,616 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 1,616 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 67 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 8.8 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 67 |
| latest_release_tag | v1.10.4 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 8.8 |
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？
83
流行度与采用
95优秀
评分方式
| 59.2/60 | 星标 — 4,486 个星标 |
| 25/25 | 复刻 — 1,054 个复刻 |
| 11.2/15 | 关注者 — 105 位关注者 |
所用输入
| forks | 1,054 |
| stars | 4,486 |
| watchers | 105 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70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 |
| 0/6.3 | 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 | 否 |
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？
67
维护者韧性（巴士系数）
37存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 8.8/22.5 | 提交分布 — 头号贡献者编写了 61% 的提交 |
| 13.5/13.5 | 贡献者广度 — 23 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 23 |
| top_contributor_share | 0.608 |
议题与 PR 响应能力
76良好
评分方式
| 46.2/46.8 | 议题解决 — 99% 的议题已关闭 |
| 28.2/38.3 | PR 接受 — 已裁定的 PR 中 367/498 已合并 |
| 1.5/15 | OpenSSF Scorecard：Code-Review — Found 1/9 approved changesets -- score normalized to 1 |
所用输入
| merged_prs | 367 |
| open_issues | 2 |
| closed_issues | 173 |
| issue_closed_ratio | 0.989 |
| closed_unmerged_prs | 131 |
所有权与托管责任
66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 — VRSEN 有 692 位关注者 |
| 22.8/25 | 既往记录 — 33 个公开仓库，账户约 5 年 |
所用输入
| followers | 692 |
| owner_type | User |
| is_verified | — |
| owner_login | VRSEN |
| public_repos | 33 |
| account_age_days | 2,119 |
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 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 68 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-swarm |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
84
工程实践
86优秀
评分方式
| 24/24 | CI 工作流 — 5 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 12/20 | OpenSSF Scorecard：CI-Tests — 9 out of 14 merged PRs checked by a CI test -- score normalized to 6 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
80良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://agency-swarm.ai/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 0/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 否 |
| homepage | https://agency-swarm.ai/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| 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？
45
安全态势
45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 |
| 1.5/2.5 | CI-Tests — 9 out of 14 merged PRs checked by a CI test -- score normalized to 6 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 1/9 approved changesets -- score normalized to 1 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — 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 10 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 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 |
| 0/7.5 | Vulnerabilities — 16 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.5 |
已排除计分（无数据或不适用）：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。
84
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — .cursor/rules/writing-docs.mdc, AGENTS.md, CLAUDE.md |
| 0/15 | 机器可读文档（llms.txt） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | .cursor/rules/writing-docs.mdc, AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 41,093 |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — src/agency_swarm/ui/demos/copilot/tsconfig.json, tsconfig.json |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 5/8 | 自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到 |
| 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 | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | src/agency_swarm/ui/demos/copilot/tsconfig.json, tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
已排除计分（无数据或不适用）：已体现的代理实践。 其余权重已重新归一化。
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（src/agency_swarm/ui/demos/copilot/tsconfig.json, tsconfig.json） |
| 54.7/55 | 可控的文件大小 — 采样的 330 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 103,370 |
| source_files_sampled | 330 |
| oversized_source_files | 2 |
机器可读接口
100优秀
评分方式
| 40/40 | API 模式（OpenAPI/GraphQL/proto） — docs/openapi.json |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — demos, examples |
所用输入
| example_dirs | demos, examples |
| has_mcp_signal | 是 |
| api_schema_files | docs/openapi.json |
关键数据
4,486GitHub 星标
23贡献者
1,616最近 12 个月提交数
0距最近推送天数
67发布版本数
1巴士系数（bus factor）
2开放议题
npm, PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 4.5 / 10
4.5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 |
| 6 | CI-Tests | 9 out of 14 merged PRs checked by a CI test -- score normalized to 6 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 1/9 approved changesets -- score normalized to 1 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow 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 |
| 0 | Vulnerabilities | 16 existing vulnerabilities detected |
直接依赖 24
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | openai | >=2.2,<2.45 | pyproject.toml |
| PyPI | openai-agents | ==0.14.8 | pyproject.toml |
| PyPI | datamodel-code-generator | >=0.56.0,<0.67.0 | pyproject.toml |
| PyPI | docstring-parser | >=0.16,<1.0.0 | pyproject.toml |
| PyPI | fastmcp | >=3.2.0 | pyproject.toml |
| PyPI | jsonref | >=1.1.0,<2.0.0 | pyproject.toml |
| PyPI | litellm | >=1.83.0,<1.92 | pyproject.toml |
| PyPI | mcp | >=1.23.0,<2.0.0 | pyproject.toml |
| PyPI | pydantic | >=2.11,<3 | pyproject.toml |
| PyPI | python-dotenv | >=1.1.1,<2.0.0 | pyproject.toml |
| PyPI | requests | >=2.0,<3 | pyproject.toml |
| PyPI | rich | >=13.9.4,<16.0.0 | pyproject.toml |
| PyPI | prompt-toolkit | >=3.0.0,<4.0.0 | pyproject.toml |
| PyPI | termcolor | >=2.3.0,<4.0.0 | pyproject.toml |
| PyPI | types-requests | >=2.0,<3 | pyproject.toml |
| PyPI | typing-extensions | >=4.13,<5 | pyproject.toml |
| PyPI | watchfiles | >=1.0.0,<2.0.0 | pyproject.toml |
| PyPI | fastapi | >=0.115.0 | pyproject.toml |
| PyPI | uvicorn | >=0.35.0 | pyproject.toml |
| PyPI | ag-ui-protocol | >=0.1.18 | pyproject.toml |
| PyPI | aiofiles | >=23.2.1 | pyproject.toml |
| PyPI | filetype | >=1.2.0 | pyproject.toml |
| PyPI | httpx | >=0.28.0 | pyproject.toml |
| PyPI | griffe | >=1.15.0,<3 | pyproject.toml |
全部依赖 210
来自 GitHub 依赖图的完整解析依赖集合：24 个直接依赖与 186 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| PyPI | ag-ui-protocol | 0.1.19 | 直接 |
| PyPI | aiofiles | 25.1.0 | 直接 |
| PyPI | datamodel-code-generator | 0.66.1 | 直接 |
| PyPI | docstring-parser | 0.18.0 | 直接 |
| PyPI | fastapi | 0.138.0 | 直接 |
| PyPI | fastmcp | 3.4.2 | 直接 |
| PyPI | filetype | 1.2.0 | 直接 |
| PyPI | griffe | 2.0.2 | 直接 |
| PyPI | httpx | 0.28.1 | 直接 |
| PyPI | jsonref | 1.1.0 | 直接 |
| PyPI | litellm | 1.91.0 | 直接 |
| PyPI | mcp | 1.28.0 | 直接 |
| PyPI | openai | 2.44.0 | 直接 |
| PyPI | openai-agents | 0.14.8 | 直接 |
| PyPI | prompt-toolkit | 3.0.52 | 直接 |
| PyPI | pydantic | 2.13.4 | 直接 |
| PyPI | python-dotenv | 1.2.2 | 直接 |
| PyPI | requests | 2.34.2 | 直接 |
| PyPI | rich | 15.0.0 | 直接 |
| PyPI | termcolor | 3.3.0 | 直接 |
| PyPI | types-requests | 2.33.0.20260518 | 直接 |
| PyPI | typing-extensions | 4.15.0 | 直接 |
| PyPI | uvicorn | 0.48.0 | 直接 |
| PyPI | watchfiles | 1.2.0 | 直接 |
| npm | @ag-ui/client | ^0.0.41 | 间接 |
| npm | @ag-ui/langgraph | ^0.0.19 | 间接 |
| npm | @copilotkit/react-core | ^1.9.1 | 间接 |
| npm | @copilotkit/react-ui | ^1.9.1 | 间接 |
| npm | @copilotkit/runtime | ^1.9.1 | 间接 |
| npm | @tailwindcss/postcss | ^4 | 间接 |
| npm | @types/node | ^20 | 间接 |
| npm | @types/node | ^20.0.0 | 间接 |
| npm | @types/react | ^19 | 间接 |
| npm | @types/react-dom | ^19 | 间接 |
| npm | class-variance-authority | ^0.7.1 | 间接 |
| npm | clsx | ^2.1.1 | 间接 |
| npm | lucide-react | ^0.522.0 | 间接 |
| npm | next | ^15.4.7 | 间接 |
| npm | react | ^19.0.0 | 间接 |
| npm | react-dom | ^19.0.0 | 间接 |
| npm | tailwind-merge | ^3.3.1 | 间接 |
| npm | tailwindcss | ^4 | 间接 |
| npm | ts-node | ^10.9.0 | 间接 |
| npm | tw-animate-css | ^1.3.4 | 间接 |
| npm | typescript | ^5 | 间接 |
| npm | typescript | ^5.0.0 | 间接 |
| PyPI | agency-swarm | 1.10.4 | 间接 |
| PyPI | aiofile | 3.11.1 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.2 | 间接 |
| PyPI | aiohttp | 3.14.0 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | argcomplete | 3.6.3 | 间接 |
| PyPI | ast-serialize | 0.5.0 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | authlib | 1.7.2 | 间接 |
| PyPI | beartype | 0.22.9 | 间接 |
| PyPI | black | 26.5.1 | 间接 |
| PyPI | cachetools | 7.1.4 | 间接 |
| PyPI | caio | 0.9.25 | 间接 |
| PyPI | certifi | 2026.5.20 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | click | 8.4.1 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | coverage | 7.14.1 | 间接 |
| PyPI | cryptography | 48.0.0 | 间接 |
| PyPI | cyclopts | 4.16.1 | 间接 |
| PyPI | debugpy | 1.8.21 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | distlib | 0.4.1 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | dnspython | 2.8.0 | 间接 |
| PyPI | email-validator | 2.3.0 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fastmcp-slim | 3.4.2 | 间接 |
| PyPI | fastuuid | 0.14.0 | 间接 |
| PyPI | filelock | 3.29.0 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.4.0 | 间接 |
| PyPI | genson | 1.3.0 | 间接 |
| PyPI | graphviz | 0.21 | 间接 |
| PyPI | greenlet | 3.5.1 | 间接 |
| PyPI | griffecli | 2.0.2 | 间接 |
| PyPI | griffelib | 2.0.2 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hf-xet | 1.5.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httptools | 0.8.0 | 间接 |
| PyPI | httpx-sse | 0.4.3 | 间接 |
| PyPI | huggingface-hub | 1.17.0 | 间接 |
| PyPI | identify | 2.6.19 | 间接 |
| PyPI | idna | 3.17 | 间接 |
| PyPI | importlib-metadata | 8.9.0 | 间接 |
| PyPI | inflect | 7.5.0 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | ipykernel | 7.3.0 | 间接 |
| PyPI | ipython | 9.14.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | isort | 8.0.1 | 间接 |
| PyPI | jaraco-classes | 3.4.0 | 间接 |
| PyPI | jaraco-context | 6.1.2 | 间接 |
| PyPI | jaraco-functools | 4.5.0 | 间接 |
| PyPI | jedi | 0.20.0 | 间接 |
| PyPI | jeepney | 0.9.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.15.0 | 间接 |
| PyPI | joserfc | 1.7.0 | 间接 |
| PyPI | jsonpatch | 1.33 | 间接 |
| PyPI | jsonpointer | 3.1.1 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-path | 0.5.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter-client | 8.9.1 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | keyring | 25.7.0 | 间接 |
| PyPI | langchain-classic | 1.0.7 | 间接 |
| PyPI | langchain-community | 0.4.2 | 间接 |
| PyPI | langchain-core | 1.4.8 | 间接 |
| PyPI | langchain-experimental | 0.4.2 | 间接 |
| PyPI | langchain-protocol | 0.0.18 | 间接 |
| PyPI | langchain-text-splitters | 1.1.2 | 间接 |
| PyPI | langsmith | 0.8.8 | 间接 |
| PyPI | librt | 0.11.0 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | matplotlib-inline | 0.2.2 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | more-itertools | 11.1.0 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | mypy | 2.1.0 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | nest-asyncio2 | 1.7.2 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | numpy | 2.5.0 | 间接 |
| PyPI | openapi-pydantic | 0.5.1 | 间接 |
| PyPI | opentelemetry-api | 1.42.1 | 间接 |
| PyPI | orjson | 3.11.9 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | parso | 0.8.7 | 间接 |
| PyPI | pathable | 0.6.0 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pre-commit | 4.6.0 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | py-key-value-aio | 0.4.5 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pydantic-settings | 2.14.1 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyjwt | 2.13.0 | 间接 |
| PyPI | pyperclip | 1.11.0 | 间接 |
| PyPI | pytest | 9.1.1 | 间接 |
| PyPI | pytest-asyncio | 1.4.0 | 间接 |
| PyPI | pytest-mock | 3.15.1 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-discovery | 1.4.0 | 间接 |
| PyPI | python-multipart | 0.0.30 | 间接 |
| PyPI | pytokens | 0.4.1 | 间接 |
| PyPI | pywin32 | 311 | 间接 |
| PyPI | pywin32-ctypes | 0.2.3 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | 2026.5.9 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | rich-rst | 2.0.1 | 间接 |
| PyPI | rpds-py | 2026.5.1 | 间接 |
| PyPI | ruff | 0.15.20 | 间接 |
| PyPI | secretstorage | 3.5.0 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | sqlalchemy | 2.0.50 | 间接 |
| PyPI | sse-starlette | 3.4.4 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | starlette | 1.2.1 | 间接 |
| PyPI | tenacity | 9.1.4 | 间接 |
| PyPI | tiktoken | 0.13.0 | 间接 |
| PyPI | tokenizers | 0.23.1 | 间接 |
| PyPI | tornado | 6.5.6 | 间接 |
| PyPI | tqdm | 4.67.3 | 间接 |
| PyPI | traitlets | 5.15.0 | 间接 |
| PyPI | typeguard | 4.5.2 | 间接 |
| PyPI | typer | 0.25.1 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | uncalled-for | 0.3.2 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uuid-utils | 0.16.0 | 间接 |
| PyPI | uvloop | 0.22.1 | 间接 |
| PyPI | virtualenv | 21.4.2 | 间接 |
| PyPI | wcwidth | 0.7.0 | 间接 |
| PyPI | websockets | 16.0 | 间接 |
| PyPI | xxhash | 3.7.0 | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
原始 JSON 报告 机器可读
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"key": "issue_template",
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{
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{
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}
],
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{
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}
],
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{
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{
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"status": "partial",
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]
},
{
"key": "responsiveness",
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"note": null,
"notes": [],
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"detail": "99% of issues closed",
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],
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{
"key": "pr_acceptance",
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},
{
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],
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"inputs": {
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"components": [
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],
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{
"key": "verified_domain",
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"status": "excluded",
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{
"key": "owner_reach",
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{
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
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"inputs": {
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{
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],
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{
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],
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{
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{
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"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "9 out of 14 merged PRs checked by a CI test -- score normalized to 6",
"points": 1.5,
"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 1/9 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"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": "update tool detected",
"points": 7.5,
"status": "met",
"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 10 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 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": "16 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"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": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"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": "good",
"name": "AI Readiness",
"value": 84,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
".cursor/rules/writing-docs.mdc",
"AGENTS.md",
"CLAUDE.md"
],
"agent_instruction_max_bytes": 41093
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".cursor/rules/writing-docs.mdc, AGENTS.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".cursor/rules/writing-docs.mdc, AGENTS.md, CLAUDE.md"
}
}
],
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 86,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"src/agency_swarm/ui/demos/copilot/tsconfig.json",
"tsconfig.json"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"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": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "src/agency_swarm/ui/demos/copilot/tsconfig.json, tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/agency_swarm/ui/demos/copilot/tsconfig.json, tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 103370,
"source_files_sampled": 330,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (src/agency_swarm/ui/demos/copilot/tsconfig.json, tsconfig.json)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "src/agency_swarm/ui/demos/copilot/tsconfig.json, tsconfig.json",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/330 source files over 60KB",
"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 330,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "excellent",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"example_dirs": [
"demos",
"examples"
],
"has_mcp_signal": true,
"api_schema_files": [
"docs/openapi.json"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "docs/openapi.json",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/openapi.json"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "demos, examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "demos, examples"
}
}
],
"max_points": 40
}
]
}
],
"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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-17T10:13:18.288990Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vrsen/agency-swarm.svg",
"full_name": "vrsen/agency-swarm",
"license_state": "standard",
"license_spdx": "MIT"
}