公开记录优秀
软件健康报告模式 0.17.0 · 指标 1.13.0 · 2026-07-21 03:45 UTC
ag2ai / ag2
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
ag2ai/ag2 的健康指数为 100 分中的 89 分，处于「优秀」区间。 其得分最高的类别是Vitality（99/100），最低的是Security（78/100）。 最近一次更新在 1 天前。 近期的大部分工作由 6 位贡献者完成。
89
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。
89
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
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 1 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 672 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 672 |
| human_commit_share | — |
| days_since_last_push | 1 |
| 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 76 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 17 天前 |
| 27/27 | 发布节奏 — 约每 7.8 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 76 |
| latest_release_tag | v1.0.0b0 |
| releases_from_tags | 否 |
| days_since_latest_release | 17 |
| mean_days_between_releases | 7.8 |
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？
88
流行度与采用
94优秀
评分方式
| 59.7/60 | 星标 — 4,783 个星标 |
| 23.6/25 | 复刻 — 678 个复刻 |
| 10.3/15 | 关注者 — 72 位关注者 |
所用输入
| forks | 678 |
| stars | 4,783 |
| watchers | 72 |
| growth_state | organic |
| growth_factor_pct | 100 |
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（Apache-2.0） |
| 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）
95优秀
评分方式
| 75.9/80 | 月度下载量 — pypi 合计每月 494,408 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 | ag2 |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 494,408 |
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？
84
维护者韧性（巴士系数）
91优秀
评分方式
| 48.6/54 | 巴士系数 — 6 位贡献者贡献了半数提交 |
| 19.3/22.5 | 提交分布 — 头号贡献者编写了 14% 的提交 |
| 13.5/13.5 | 贡献者广度 — 100 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 16 contributing companies or organizations |
所用输入
| bus_factor | 6 |
| contributors_sampled | 100 |
| top_contributor_share | 0.142 |
议题与 PR 响应能力
83良好
评分方式
| 46.2/46.8 | 议题解决 — 99% 的议题已关闭 |
| 29.7/38.3 | PR 接受 — 已裁定的 PR 中 1,608/2,074 已合并 |
| 7.5/15 | OpenSSF Scorecard：Code-Review — Found 13/24 approved changesets -- score normalized to 5 |
所用输入
| merged_prs | 1,608 |
| open_issues | 9 |
| closed_issues | 848 |
| issue_closed_ratio | 0.989 |
| closed_unmerged_prs | 466 |
所有权与托管责任
64中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 19.1/25 | 所有者影响力 — ag2ai 有 447 位关注者 |
| 14.4/25 | 既往记录 — 32 个公开仓库，账户约 1 年 |
所用输入
| followers | 447 |
| owner_type | Organization |
| is_verified | — |
| owner_login | ag2ai |
| public_repos | 32 |
| account_age_days | 616 |
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 24 天前 |
| 20/20 | 版本历史 — 85 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 | ag2 |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 24 |
工程质量
基础的工程与文档实践是否到位？
92
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 11 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 |
| 20/20 | OpenSSF Scorecard：CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://ag2.ai |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 16 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | a2a, agent-framework, llm, python, agentic, ai, llms, mcp, multi-agent, multi-agent-system, genai, agentic-ai, ai-agents-framework, aiagents, open-source, ag2 |
| has_wiki | 否 |
| homepage | https://ag2.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？
78
安全态势
72良好
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 13/24 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 16 contributing companies or organizations |
| 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 14 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 4.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| 4/5 | SAST — SAST tool is not run on all commits -- score normalized to 8 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 5.2/7.5 | Vulnerabilities — 3 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 7.2 |
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。
依赖安全公告
100优秀
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 21 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:ag2@0.14.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 21 个软件包。 未对可达性进行分析。
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。
82
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — AGENTS.md, test/AGENTS.md, test/CLAUDE.md, website/AGENTS.md, website/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 | AGENTS.md, test/AGENTS.md, test/CLAUDE.md, website/AGENTS.md, website/CLAUDE.md |
| agent_instruction_max_bytes | 14,474 |
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 — justfile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — ag2/py.typed |
| 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 |
| 9/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | justfile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | ag2/py.typed |
| 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（ag2/py.typed） |
| 54.9/55 | 可控的文件大小 — 采样的 900 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 129,052 |
| source_files_sampled | 900 |
| oversized_source_files | 2 |
机器可读接口
60中等
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
4,783GitHub 星标
100贡献者
672最近 12 个月提交数
1距最近推送天数
76发布版本数
6巴士系数（bus factor）
9开放议题
PyPI软件包生态系统数
更多细节
Star 与 Fork 历史 4,783 ★ / 0 ⇿
4,783Star
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。
OpenSSF Scorecard 7.2 / 10
7.2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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 13/24 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 16 contributing companies or organizations |
| 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 14 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 9 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 9 |
| 8 | SAST | SAST tool is not run on all commits -- score normalized to 8 |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 7 | Vulnerabilities | 3 existing vulnerabilities detected |
直接依赖 9
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | termcolor | — | pyproject.toml |
| PyPI | python-dotenv | — | pyproject.toml |
| PyPI | tiktoken | — | pyproject.toml |
| PyPI | pydantic | >=2.6.1,<3 | pyproject.toml |
| PyPI | pyyaml | >=6.0.2 | pyproject.toml |
| PyPI | packaging | — | pyproject.toml |
| PyPI | httpx | >=0.28.1,<1 | pyproject.toml |
| PyPI | anyio | >=4.0.0,<5.0.0 | pyproject.toml |
| PyPI | fast-depends | >=3.0.8,<4.0.0 | pyproject.toml |
全部依赖 366
来自 GitHub 依赖图的完整解析依赖集合：14 个直接依赖与 352 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 | anyio | — | 直接 |
| PyPI | anyio | 4.14.1 | 直接 |
| PyPI | fast-depends | — | 直接 |
| PyPI | fast-depends | 3.0.8 | 直接 |
| PyPI | httpx | — | 直接 |
| PyPI | httpx | 0.28.1 | 直接 |
| PyPI | packaging | 25.0 | 直接 |
| PyPI | pydantic | — | 直接 |
| PyPI | pydantic | 2.13.4 | 直接 |
| PyPI | python-dotenv | 1.2.2 | 直接 |
| PyPI | pyyaml | 6.0.3 | 直接 |
| PyPI | termcolor | 3.1.0 | 直接 |
| PyPI | termcolor | 3.3.0 | 直接 |
| PyPI | tiktoken | 0.13.0 | 直接 |
| PyPI | a2a-sdk | — | 间接 |
| PyPI | a2a-sdk | 1.1.0 | 间接 |
| PyPI | ag-ui-protocol | — | 间接 |
| PyPI | ag-ui-protocol | 0.1.19 | 间接 |
| PyPI | ag2 | 1.0.0b0 | 间接 |
| PyPI | agent-client-protocol | 0.11.0 | 间接 |
| PyPI | aiofiles | — | 间接 |
| PyPI | aiofiles | 24.1.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.2 | 间接 |
| PyPI | aiohttp | 3.14.1 | 间接 |
| PyPI | aiohttp-retry | 2.9.1 | 间接 |
| PyPI | aiologic | 0.17.0 | 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 | anthropic | — | 间接 |
| PyPI | anthropic | 0.116.0 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | ast-serialize | 0.5.0 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | azure-cosmos | — | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backports-asyncio-runner | 1.2.0 | 间接 |
| PyPI | backrefs | 5.9 | 间接 |
| PyPI | beautifulsoup4 | 4.15.0 | 间接 |
| PyPI | bleach | 6.4.0 | 间接 |
| PyPI | boto3 | — | 间接 |
| PyPI | boto3 | 1.43.40 | 间接 |
| PyPI | botocore | 1.43.46 | 间接 |
| PyPI | brotli | 1.2.0 | 间接 |
| PyPI | brotlicffi | 1.2.0.1 | 间接 |
| PyPI | browser-use | — | 间接 |
| PyPI | cachetools | 7.1.4 | 间接 |
| PyPI | cairocffi | 1.7.1 | 间接 |
| PyPI | cairosvg | 2.9.0 | 间接 |
| PyPI | cerebras-cloud-sdk | — | 间接 |
| PyPI | certifi | 2026.5.20 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | chromadb | — | 间接 |
| PyPI | click | 8.1.8 | 间接 |
| PyPI | codespell | 2.4.2 | 间接 |
| PyPI | cohere | — | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | couchbase | — | 间接 |
| PyPI | coverage | 7.14.1 | 间接 |
| PyPI | crawl4ai | — | 间接 |
| PyPI | cryptography | 49.0.0 | 间接 |
| PyPI | csscompressor | 0.9.5 | 间接 |
| PyPI | cssselect2 | 0.9.0 | 间接 |
| PyPI | culsans | 0.11.0 | 间接 |
| PyPI | cyclic | 1.0.0 | 间接 |
| PyPI | dashscope | — | 间接 |
| PyPI | dashscope | 1.26.2 | 间接 |
| PyPI | daytona | — | 间接 |
| PyPI | daytona | 0.193.0 | 间接 |
| PyPI | daytona-api-client | 0.193.0 | 间接 |
| PyPI | daytona-api-client-async | 0.193.0 | 间接 |
| PyPI | daytona-toolbox-api-client | 0.193.0 | 间接 |
| PyPI | daytona-toolbox-api-client-async | 0.193.0 | 间接 |
| PyPI | ddgs | — | 间接 |
| PyPI | ddgs | 9.14.4 | 间接 |
| PyPI | debugpy | 1.8.21 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | deprecated | 1.3.1 | 间接 |
| PyPI | detect-installer | 0.1.0 | 间接 |
| PyPI | detect-secrets | 1.5.0 | 间接 |
| PyPI | dirty-equals | — | 间接 |
| PyPI | dirty-equals | 0.11 | 间接 |
| PyPI | discord-py | — | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | dnspython | 2.8.0 | 间接 |
| PyPI | docker | — | 间接 |
| PyPI | docker | 7.1.0 | 间接 |
| PyPI | docling | — | 间接 |
| PyPI | docstring-parser | 0.18.0 | 间接 |
| PyPI | docx2txt | 0.9 | 间接 |
| PyPI | duckduckgo-search | — | 间接 |
| PyPI | email-validator | 2.3.0 | 间接 |
| PyPI | exa-py | — | 间接 |
| PyPI | exa-py | 2.16.0 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fake-useragent | 2.2.0 | 间接 |
| PyPI | falkordb | — | 间接 |
| PyPI | fastapi | — | 间接 |
| PyPI | fastapi | 0.138.1 | 间接 |
| PyPI | fastapi-cli | 0.0.27 | 间接 |
| PyPI | fastapi-cloud-cli | 0.21.0 | 间接 |
| PyPI | fastapi-code-generator | — | 间接 |
| PyPI | fastar | 0.11.0 | 间接 |
| PyPI | fastembed | — | 间接 |
| PyPI | fastjsonschema | 2.21.2 | 间接 |
| PyPI | fix-busted-json | — | 间接 |
| PyPI | fix-busted-json | 0.0.19 | 间接 |
| PyPI | freezegun | — | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | ghp-import | 2.1.0 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.50 | 间接 |
| PyPI | google-api-core | 2.31.0 | 间接 |
| PyPI | google-api-python-client | — | 间接 |
| PyPI | google-auth | 2.55.1 | 间接 |
| PyPI | google-auth-httplib2 | — | 间接 |
| PyPI | google-auth-oauthlib | — | 间接 |
| PyPI | google-cloud-aiplatform | 1.159.0 | 间接 |
| PyPI | google-cloud-bigquery | 3.41.0 | 间接 |
| PyPI | google-cloud-core | 2.6.0 | 间接 |
| PyPI | google-cloud-resource-manager | 1.17.0 | 间接 |
| PyPI | google-cloud-storage | 2.19.0 | 间接 |
| PyPI | google-cloud-storage | 3.12.0 | 间接 |
| PyPI | google-crc32c | 1.8.0 | 间接 |
| PyPI | google-genai | — | 间接 |
| PyPI | google-genai | 2.10.0 | 间接 |
| PyPI | google-resumable-media | 2.10.0 | 间接 |
| PyPI | googleapis-common-protos | 1.75.0 | 间接 |
| PyPI | graphrag-sdk | 1.3.0 | 间接 |
| PyPI | groq | — | 间接 |
| PyPI | grpc-google-iam-v1 | 0.14.4 | 间接 |
| PyPI | grpcio | 1.78.0 | 间接 |
| PyPI | grpcio | 1.81.1 | 间接 |
| PyPI | grpcio-status | 1.78.0 | 间接 |
| PyPI | grpcio-status | 1.81.1 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h2 | 4.3.0 | 间接 |
| PyPI | hjson | 3.1.0 | 间接 |
| PyPI | hpack | 4.1.0 | 间接 |
| PyPI | htmlmin2 | 0.1.13 | 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 | httpx-ws | 0.9.0 | 间接 |
| PyPI | hyperframe | 6.1.0 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | ipykernel | 7.3.0 | 间接 |
| PyPI | ipython | 8.39.0 | 间接 |
| PyPI | ipython | 9.14.1 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | jedi | 0.20.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.14.0 | 间接 |
| PyPI | jiter | 0.15.0 | 间接 |
| PyPI | jmespath | 1.1.0 | 间接 |
| PyPI | jsmin | 3.0.1 | 间接 |
| PyPI | json-rpc | 1.15.0 | 间接 |
| PyPI | jsonschema | — | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter-client | — | 间接 |
| PyPI | jupyter-client | 8.9.1 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | jupyterlab-pygments | 0.3.0 | 间接 |
| PyPI | langchain-community | — | 间接 |
| PyPI | langchain-google-vertexai | — | 间接 |
| PyPI | librt | 0.11.0 | 间接 |
| PyPI | llama-index | — | 间接 |
| PyPI | llama-index-core | — | 间接 |
| PyPI | llama-index-embeddings-huggingface | — | 间接 |
| PyPI | llama-index-embeddings-openai | — | 间接 |
| PyPI | llama-index-graph-stores-neo4j | — | 间接 |
| PyPI | llama-index-llms-langchain | — | 间接 |
| PyPI | llama-index-llms-openai | — | 间接 |
| PyPI | llama-index-readers-web | — | 间接 |
| PyPI | llama-index-vector-stores-chroma | — | 间接 |
| PyPI | llama-index-vector-stores-mongodb | — | 间接 |
| PyPI | llmlingua | — | 间接 |
| PyPI | lxml | 5.4.0 | 间接 |
| PyPI | markdown | 3.10.2 | 间接 |
| PyPI | markdown-it-py | 3.0.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | matplotlib-inline | 0.2.2 | 间接 |
| PyPI | mcp | — | 间接 |
| PyPI | mcp | 1.28.1 | 间接 |
| PyPI | mcp-ui-server | 1.0.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mdx-include | 1.4.2 | 间接 |
| PyPI | mergedeep | 1.3.4 | 间接 |
| PyPI | mike | 2.2.0 | 间接 |
| PyPI | mistralai | — | 间接 |
| PyPI | mistune | 3.3.0 | 间接 |
| PyPI | mkdocs | 1.6.1 | 间接 |
| PyPI | mkdocs-get-deps | 0.2.2 | 间接 |
| PyPI | mkdocs-git-revision-date-localized-plugin | 1.5.3 | 间接 |
| PyPI | mkdocs-glightbox | 0.5.2 | 间接 |
| PyPI | mkdocs-literate-nav | 0.6.3 | 间接 |
| PyPI | mkdocs-macros-plugin | 1.5.0 | 间接 |
| PyPI | mkdocs-material | 9.7.6 | 间接 |
| PyPI | mkdocs-material-extensions | 1.3.1 | 间接 |
| PyPI | mkdocs-minify-plugin | 0.8.0 | 间接 |
| PyPI | mkdocs-redirects | 1.2.3 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | mypy | 1.17.1 | 间接 |
| PyPI | mypy | 2.1.0 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nbclient | 0.11.0 | 间接 |
| PyPI | nbconvert | 7.17.1 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nest-asyncio2 | 1.7.2 | 间接 |
| PyPI | nlip-sdk | — | 间接 |
| PyPI | nlip-sdk | 0.1.3 | 间接 |
| PyPI | nlip-server | — | 间接 |
| PyPI | nlip-server | 0.1.3 | 间接 |
| PyPI | numpy | — | 间接 |
| PyPI | obstore | 0.8.2 | 间接 |
| PyPI | ollama | — | 间接 |
| PyPI | ollama | 0.6.2 | 间接 |
| PyPI | openai | — | 间接 |
| PyPI | openai | 2.45.0 | 间接 |
| PyPI | opentelemetry-api | 1.43.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.43.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | — | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.43.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.43.0 | 间接 |
| PyPI | opentelemetry-instrumentation | 0.64b0 | 间接 |
| PyPI | opentelemetry-instrumentation-aiohttp-client | 0.64b0 | 间接 |
| PyPI | opentelemetry-proto | 1.43.0 | 间接 |
| PyPI | opentelemetry-sdk | — | 间接 |
| PyPI | opentelemetry-sdk | 1.43.0 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.64b0 | 间接 |
| PyPI | opentelemetry-util-http | 0.64b0 | 间接 |
| PyPI | paginate | 0.5.7 | 间接 |
| PyPI | pandas | — | 间接 |
| PyPI | pandocfilters | 1.5.1 | 间接 |
| PyPI | parso | 0.8.7 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | perplexityai | — | 间接 |
| PyPI | perplexityai | 0.39.0 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pgvector | — | 间接 |
| PyPI | pillow | 12.3.0 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | prek | 0.4.5 | 间接 |
| PyPI | prek | 0.4.8 | 间接 |
| PyPI | primp | 1.3.1 | 间接 |
| PyPI | prometheus-client | 0.25.0 | 间接 |
| PyPI | prompt-toolkit | 3.0.52 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | properdocs | 1.6.7 | 间接 |
| PyPI | proto-plus | 1.28.0 | 间接 |
| PyPI | protobuf | — | 间接 |
| PyPI | protobuf | 6.33.5 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | psycopg | — | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | pyasn1 | 0.6.3 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic-ai-slim | — | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pydantic-extra-types | 2.11.1 | 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 | pymdown-extensions | 10.21.3 | 间接 |
| PyPI | pymongo | — | 间接 |
| PyPI | pytest | 9.1.0 | 间接 |
| PyPI | pytest | 9.1.1 | 间接 |
| PyPI | pytest-asyncio | 1.4.0 | 间接 |
| PyPI | pytest-cov | 7.1.0 | 间接 |
| PyPI | pytest-timeout | — | 间接 |
| PyPI | pytest-timeout | 2.4.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-multipart | 0.0.32 | 间接 |
| PyPI | pywin32 | 312 | 间接 |
| PyPI | pyyaml-env-tag | 1.1 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | rcslice | 1.1.0 | 间接 |
| PyPI | redis | — | 间接 |
| PyPI | redis | 8.0.1 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | 2026.5.9 | 间接 |
| PyPI | remyxai | — | 间接 |
| PyPI | requests | — | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
| PyPI | respx | — | 间接 |
| PyPI | respx | 0.23.1 | 间接 |
| PyPI | rich | 15.0.0 | 间接 |
| PyPI | rich-toolkit | 0.20.1 | 间接 |
| PyPI | rignore | 0.7.6 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | rpds-py | 2026.5.1 | 间接 |
| PyPI | ruff | 0.14.14 | 间接 |
| PyPI | ruff | 0.15.20 | 间接 |
| PyPI | s3transfer | 0.19.0 | 间接 |
| PyPI | selectolax | 0.3.29 | 间接 |
| PyPI | selenium | — | 间接 |
| PyPI | sentence-transformers | — | 间接 |
| PyPI | sentry-sdk | 2.63.0 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | slack-sdk | — | 间接 |
| PyPI | smmap | 5.0.3 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | socksio | 1.0.0 | 间接 |
| PyPI | soupsieve | 2.8.4 | 间接 |
| PyPI | sse-starlette | 3.0.3 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | starlette | — | 间接 |
| PyPI | starlette | 1.3.1 | 间接 |
| PyPI | super-collections | 0.6.2 | 间接 |
| PyPI | tavily-python | — | 间接 |
| PyPI | tavily-python | 0.7.26 | 间接 |
| PyPI | telethon | — | 间接 |
| PyPI | tenacity | 9.1.4 | 间接 |
| PyPI | tinycss2 | 1.5.1 | 间接 |
| PyPI | tinyfish | — | 间接 |
| PyPI | tinyfish | 0.2.6 | 间接 |
| PyPI | together | — | 间接 |
| PyPI | toml | 0.10.2 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | tornado | 6.5.7 | 间接 |
| PyPI | tqdm | 4.68.2 | 间接 |
| PyPI | traitlets | 5.15.1 | 间接 |
| PyPI | typer | — | 间接 |
| PyPI | typer | 0.26.8 | 间接 |
| PyPI | types-pyyaml | 6.0.12.20260518 | 间接 |
| PyPI | types-requests | 2.33.0.20260518 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uv | 0.11.21 | 间接 |
| PyPI | uv | 0.11.26 | 间接 |
| PyPI | uvicorn | 0.49.0 | 间接 |
| PyPI | uvloop | 0.22.1 | 间接 |
| PyPI | watchdog | — | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | watchfiles | 1.2.0 | 间接 |
| PyPI | wcwidth | 0.8.1 | 间接 |
| PyPI | webdriver-manager | 4.1.2 | 间接 |
| PyPI | webencodings | 0.5.1 | 间接 |
| PyPI | websocket-client | 1.9.0 | 间接 |
| PyPI | websockets | — | 间接 |
| PyPI | websockets | 16.0 | 间接 |
| PyPI | wikipedia-api | — | 间接 |
| PyPI | wrapt | 1.17.3 | 间接 |
| PyPI | wsproto | 1.3.2 | 间接 |
| PyPI | xai-sdk | — | 间接 |
| PyPI | xai-sdk | 1.17.0 | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | yepcode-run | — | 间接 |
| PyPI | zai-sdk | — | 间接 |
| PyPI | zai-sdk | 0.2.3 | 间接 |
| PyPI | zizmor | 1.25.2 | 间接 |
| PyPI | zizmor | 1.26.1 | 间接 |
依赖安全公告 0
安装 pypi:ag2@0.14.0 会引入 21 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
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"agent-framework",
"llm",
"python",
"agentic",
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"genai",
"agentic-ai",
"ai-agents-framework",
"aiagents",
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"is_fork": false,
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"languages": {
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"description": "AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x",
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"primary_language": "Python",
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},
"owner": {
"blog": "https://ag2.ai/",
"name": null,
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"followers": 447,
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"license": {
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"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
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"latest_release_at": "2026-07-03T21:08:59Z",
"latest_release_tag": "v1.0.0b0",
"releases_from_tags": false,
"days_since_last_push": 1,
"active_weeks_last_year": 51,
"days_since_latest_release": 17,
"mean_days_between_releases": 7.8
},
"community": {
"has_readme": true,
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"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
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"exists": true,
"license": "Apache-2.0",
"keywords": [
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"ag2ai",
"agent",
"agentic",
"ai",
"autogen",
"Development Status :: 5 - Production/Stable",
"Framework :: Pydantic",
"Framework :: Pydantic :: 2",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Programming Language :: Python :: Implementation :: CPython",
"Topic :: Software Development",
"Topic :: Software Development :: Libraries",
"Topic :: Software Development :: Libraries :: Application Frameworks",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/ag2/",
"is_deprecated": false,
"latest_version": "0.14.0",
"repository_url": "https://github.com/ag2ai/ag2",
"versions_count": 85,
"total_downloads": null,
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"monthly_downloads": 494408,
"first_published_at": "2024-11-13T20:17:06.547154Z",
"latest_published_at": "2026-06-26T04:48:42.060439Z",
"latest_version_yanked": null,
"days_since_latest_publish": 24
}
]
},
"popularity": {
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{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"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 13/24 approved changesets -- score normalized to 5",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 16 contributing companies or organizations",
"points": 2.5,
"status": "met",
"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 14 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 9",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 8",
"points": 4,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"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": "3 existing vulnerabilities detected",
"points": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:ag2@0.14.0 runtime dependency closure — what installing the published package pulls in — 21 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:ag2@0.14.0",
"assessed": 21
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 21,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 21,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"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": 8
},
"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": 82,
"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": [
"AGENTS.md",
"test/AGENTS.md",
"test/CLAUDE.md",
"website/AGENTS.md",
"website/CLAUDE.md"
],
"agent_instruction_max_bytes": 14474
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md, test/AGENTS.md, test/CLAUDE.md, website/AGENTS.md, website/CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md, test/AGENTS.md, test/CLAUDE.md, website/AGENTS.md, website/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": 96,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"justfile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"ag2/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "justfile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "justfile"
}
}
],
"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": "ag2/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "ag2/py.typed"
}
}
],
"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 9",
"points": 9,
"status": "partial",
"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": 129052,
"source_files_sampled": 900,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (ag2/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "ag2/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/900 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 900,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": "2026-07-21T03:45:21.669587Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/ag2ai/ag2.svg",
"full_name": "ag2ai/ag2",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}