公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-10-03 06:41 UTC

microsoft / PyRIT

The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.

Python · TypeScriptMIT★ 4,573 星标⑂ 923 复刻始于 2023年12月在 GitHub 上查看 ↗
类型网络服务命令行工具MCP 服务器库网页界面如何判定
#ai-red-team#generative-ai#red-team-tools#responsible-ai

microsoft/PyRIT 的健康指数为 100 分中的 99 分，处于「卓越」区间。 其得分最高的类别是Vitality（100/100），最低的是Security（80/100）。 最近一次更新在今天。 近期的大部分工作由 3 位贡献者完成。

99
总分 / 100
卓越

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，再依据公开记录的分布进行校准，使各等级具有百分位含义；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 34（存在风险）的上限。

99
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

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。

加权总体分 90 经校准后在公布的指数量表上为 99（记录校准 2026-08-02）。

所有权

Microsoft组织 · 域名已验证
130,904 关注者8,342 个公开仓库始于 2013年12月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

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
PyPIpyrit1.1.080,4792528 天前llmai-safetyai-securityai-red-teamai-red-teamingai-robustnessai-robustness-testingai-risk-assessment

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？

100卓越 · 占总体的 21%

开发活跃度

100卓越
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
36/36提交节奏 — 52 周中有 52 周有提交
18/18提交量 — 最近一年 1,393 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year1,393
human_commit_share0.97
days_since_last_push0
active_weeks_last_year52

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 24 个发布版本
36/36发布时效 — 最近一次发布版本于 28 天前
27/27发布节奏 — 约每 40.4 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count24
latest_release_tagv1.1.0
releases_from_tags否
days_since_latest_release28
mean_days_between_releases40.4
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？

84优秀 · 占总体的 17%

流行度与采用

94卓越
评分方式
59.4/60星标 — 4,573 个星标
24.7/25复刻 — 923 个复刻
9.4/15关注者 — 50 位关注者
所用输入
forks923
stars4,573
watchers50
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

72良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
0/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
readme_badges0
has_contributing否
has_issue_template否
has_code_of_conduct是
readme_badge_services—
has_pull_request_template是

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？

90优秀 · 占总体的 23%

维护者韧性（巴士系数）

76良好
评分方式
36/54巴士系数 — 3 位贡献者贡献了半数提交
16.4/22.5提交分布 — 头号贡献者编写了 27% 的提交
13.5/13.5贡献者广度 — 98 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 9 contributing companies or organizations
所用输入
bus_factor3
contributors_sampled98
top_contributor_share0.272

议题与 PR 响应能力

90优秀
评分方式
35.2/42议题解决 — 84% 的议题已关闭
26.5/30PR 接受 — 已裁定的 PR 中 2,141/2,423 已合并
13/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 3/3
15/15OpenSSF Scorecard：Code-Review — all changesets reviewed
所用输入
merged_prs2,141
open_issues74
closed_issues385
prs_merged_7d51
prs_decided_7d57
prs_merged_30d51
prs_decided_30d57
issue_closed_ratio0.839
closed_unmerged_prs282
first_time_authors_30d2
first_time_prs_merged_30d3
first_time_prs_decided_30d3

所有权与托管责任

100卓越
评分方式
30/30所有权背书 — 组织持有
20/20已验证域名
25/25所有者影响力 — microsoft 有 130,904 位关注者
25/25既往记录 — 8,342 个公开仓库，账户约 12 年
所用输入
followers130,904
owner_typeOrganization
is_verified是
owner_loginmicrosoft
public_repos8,342
account_age_days4,679

软件包维护

100卓越
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 28 天前
20/20版本历史 — 25 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
packagespyrit
ecosystemspypi
any_deprecated否
min_days_since_publish28

工程质量

基础的工程与文档实践是否到位？

92优秀 · 占总体的 19%

工程实践

94卓越
评分方式
24/24CI 工作流 — 7 个工作流
24/24存在测试
16/16Linter 配置 — eslint.config.js, pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 30 out of 30 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
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://microsoft.github.io/PyRIT/
10/10仓库描述
10/10主题标签 — 4 个主题标签
0/10Wiki
所用输入
topicsai-red-team, generative-ai, red-team-tools, responsible-ai
has_wiki否
homepagehttps://microsoft.github.io/PyRIT/
docs_sitehttps://microsoft.github.io/PyRIT/
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？

80优秀 · 占总体的 16%

安全态势

75良好
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 9 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
6/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 37 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.5
已排除计分（无数据或不适用）：Signed-Releases。 其余权重已重新归一化。

依赖安全公告

100卓越
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
sourceosv
advisories0
affected_packages0
assessed_packages108
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
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:pyrit@1.1.0 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 108 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？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。

85优秀 · 占总体的 4%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — .github/copilot-instructions.md, .github/instructions/attacks.instructions.md, .github/instructions/converters.instructions.md, .github/instructions/database.instructions.md, .github/instructions/datasets.instructions.md, .github/instructions/docs.instructions.md, .github/instructions/frontend-style-guide.instructions.md, .github/instructions/frontend-test.instructions.md, .github/instructions/models.instructions.md, .github/instructions/output.instructions.md, .github/instructions/scenarios.instructions.md, .github/instructions/scorers.instructions.md, .github/instructions/setup-techniques.instructions.md, .github/instructions/style-guide.instructions.md, .github/instructions/targets.instructions.md, .github/instructions/test.instructions.md
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 97 次人类提交中有 84 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
llms_txt_url—
legible_history_share0.866
agent_instruction_files.github/copilot-instructions.md, .github/instructions/attacks.instructions.md, .github/instructions/converters.instructions.md, .github/instructions/database.instructions.md, .github/instructions/datasets.instructions.md, .github/instructions/docs.instructions.md, .github/instructions/frontend-style-guide.instructions.md, .github/instructions/frontend-test.instructions.md, .github/instructions/models.instructions.md, .github/instructions/output.instructions.md, .github/instructions/scenarios.instructions.md, .github/instructions/scorers.instructions.md, .github/instructions/setup-techniques.instructions.md, .github/instructions/style-guide.instructions.md, .github/instructions/targets.instructions.md, .github/instructions/test.instructions.md
agent_instruction_max_bytes22,816

验证循环（构建 / 测试 / 类型检查）

97卓越
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置 — eslint.config.js, pyproject.toml ([tool.ruff])
11/11静态类型检查 — frontend/tsconfig.json, pyrightconfig.json, pyrit/py.typed
10/10可复现环境 — devcontainer, Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 62 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 3 次为自动依赖更新
7/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json, uv.lock
has_dockerfile是
typed_language否
bootstrap_filesMakefile
has_devcontainer是
has_linter_config是
typecheck_configsfrontend/tsconfig.json, pyrightconfig.json, pyrit/py.typed
agent_commit_share0.62
toolchain_manifests—
dependency_bot_commit_share0.03

面向模型的代码可读性

81优秀
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（frontend/tsconfig.json, pyrightconfig.json, pyrit/py.typed）
53.8/55可控的文件大小 — 采样的 1,980 个源文件中有 45 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes425,744
source_files_sampled1,980
oversized_source_files45

机器可读接口

60中等
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
20/20MCP 服务器
40/40可运行示例 — example, examples, notebooks, sample
所用输入
example_dirsexample, examples, notebooks, sample
has_mcp_signal是
api_schema_files—
interfaces_expected_ofnetwork-service

关键数据

4,573GitHub 星标
98贡献者
1,393最近 12 个月提交数
0距最近推送天数
24发布版本数
3巴士系数（bus factor）
74开放议题
npm, PyPI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
  • First-time contributor figures cover 12 of 24 authors (cap 12)

更多细节

Star 与 Fork 历史 0 ★ / 923 ⇿
0Star
923Fork
24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。

02004006008001,0009101032024-022025-062026-10
主版本 1次版本 15修订 7

每个点涵盖 3 天。

OpenSSF Scorecard 7.5 / 10
7.5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）。Scorecard v5.5.0 · 2026-10-03 06:41 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 9 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
8Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities37 existing vulnerabilities detected
直接依赖 62
注册表软件包版本约束清单文件
npm@azure/msal-browser^5.22.0frontend/package.json
npm@azure/msal-react^5.7.1frontend/package.json
npm@fluentui/react-components9.74.7frontend/package.json
npm@fluentui/react-icons2.0.341frontend/package.json
npmaxios1.20.0frontend/package.json
npmprismjs^1.30.0frontend/package.json
npmreact19.3.0frontend/package.json
npmreact-dom19.3.0frontend/package.json
npmreact-error-boundary6.1.5frontend/package.json
npmreact-joyride^3.2.0frontend/package.json
npmreact-markdown^10.1.0frontend/package.json
npmreact-router8.4.0frontend/package.json
npmremark-gfm^4.0.1frontend/package.json
PyPIaiofiles>=24,<26pyproject.toml
PyPIaioodbc>=0.5.0pyproject.toml
PyPIaiosqlite>=0.21.0pyproject.toml
PyPIalembic>=1.16.0pyproject.toml
PyPIappdirs>=1.4.0pyproject.toml
PyPIart>=6.5.0pyproject.toml
PyPIav>=14.0.0pyproject.toml
PyPIazure-core>=1.38.0pyproject.toml
PyPIazure-identity>=1.19.0pyproject.toml
PyPIazure-keyvault-secrets>=4.9.0pyproject.toml
PyPIazure-ai-contentsafety>=1.0.0pyproject.toml
PyPIazure-storage-blob>=12.19.0pyproject.toml
PyPIbase2048>=0.1.3pyproject.toml
PyPIcolorama>=0.4.6pyproject.toml
PyPIconfusables>=1.2.0pyproject.toml
PyPIconfusable-homoglyphs>=3.3.1pyproject.toml
PyPIecoji>=0.1.1pyproject.toml
PyPIdatasets>=4.8.0pyproject.toml
PyPIfastapi>=0.133.0pyproject.toml
PyPIhttpx>=0.27.2pyproject.toml
PyPIjinja2>=3.1.6pyproject.toml
PyPIjsonschema>=4.25.1pyproject.toml
PyPImcp>=1.26,<2pyproject.toml
PyPInumpy>=1.26.0pyproject.toml
PyPInumpy>=2.3.0pyproject.toml
PyPIopenai>=2.2.0pyproject.toml
PyPIopenpyxl>=3.1.5pyproject.toml
PyPIopentelemetry-sdk>=1.36,<2pyproject.toml
PyPIpillow>=12.2.0pyproject.toml
PyPIpydantic>=2.12.0pyproject.toml
PyPIPyJWT>=2.8.0pyproject.toml
PyPIpyodbc>=5.1.0pyproject.toml
PyPIpypdf>=6.10.2pyproject.toml
PyPIpypinyin>=0.55.0pyproject.toml
PyPIpython-docx>=1.1.0pyproject.toml
PyPIpython-dotenv>=1.2.2pyproject.toml
PyPIreportlab>=4.4.4pyproject.toml
PyPIsegno>=1.6.6pyproject.toml
PyPIscipy>=1.15.3pyproject.toml
PyPISQLAlchemy>=2.0.41pyproject.toml
PyPIstarlette>=1.0.1pyproject.toml
PyPItermcolor>=2.4.0pyproject.toml
PyPItenacity>=9.1.2pyproject.toml
PyPItinytag>=2.2.1pyproject.toml
PyPItqdm>=4.67.1pyproject.toml
PyPItransformers>=5.0.0rc3pyproject.toml
PyPItreelib>=1.7.1pyproject.toml
PyPIuvicorn>=0.32.0pyproject.toml
PyPIwebsockets>=14.0pyproject.toml
全部依赖 1,107

来自 GitHub 依赖图的完整解析依赖集合：61 个直接依赖与 1,046 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
npm@azure/msal-browser5.22.0直接
npm@azure/msal-react5.7.1直接
npm@fluentui/react-components9.74.7直接
npm@fluentui/react-icons2.0.341直接
npmaxios1.20.0直接
npmprismjs1.30.0直接
npmreact19.3.0直接
npmreact-dom19.3.0直接
npmreact-error-boundary6.1.5直接
npmreact-joyride3.2.0直接
npmreact-markdown10.1.0直接
npmreact-router8.4.0直接
npmremark-gfm4.0.1直接
PyPIaiofiles25.1.0直接
PyPIaioodbc0.5.0直接
PyPIaiosqlite0.22.1直接
PyPIalembic1.20.0直接
PyPIappdirs1.4.4直接
PyPIart6.5直接
PyPIav18.1.0直接
PyPIazure-ai-contentsafety1.0.0直接
PyPIazure-core1.41.0直接
PyPIazure-identity1.25.3直接
PyPIazure-keyvault-secrets4.11.2直接
PyPIazure-storage-blob12.30.3直接
PyPIbase20480.1.3直接
PyPIcolorama0.4.6直接
PyPIconfusable-homoglyphs3.3.1直接
PyPIconfusables1.2.0直接
PyPIdatasets5.0.1直接
PyPIecoji0.1.1直接
PyPIfastapi0.141.1直接
PyPIhttpx0.28.1直接
PyPIjinja23.1.6直接
PyPIjsonschema4.25.1直接
PyPImcp1.30.0直接
PyPInumpy2.4.6直接
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PyPIrfc3987-syntax1.1.0间接
PyPIrich15.0.0间接
PyPIrpds-py0.30.0间接
PyPIruff0.16.9间接
PyPIs3transfer0.19.2间接
PyPIsafetensors0.8.0间接
PyPIsend2trash2.0.0间接
PyPIsentencepiece0.2.2间接
PyPIsetuptools83.0.0间接
PyPIshellingham1.5.4间接
PyPIsix1.17.0间接
PyPIsmart-open7.5.0间接
PyPIsniffio1.3.1间接
PyPIsoupsieve2.9间接
PyPIspacy3.8.16间接
PyPIspacy-legacy3.0.12间接
PyPIspacy-loggers1.0.5间接
PyPIsrsly2.5.3间接
PyPIsse-starlette3.4.11间接
PyPIstack-data0.6.3间接
PyPIstrictyaml1.7.3间接
PyPIsympy1.14.0间接
PyPIterminado0.18.1间接
PyPIthinc8.3.13间接
PyPItiktoken0.13.0间接
PyPItinycss21.4.0间接
PyPItokenizers0.23.1间接
PyPItomli2.3.0间接
PyPItorch2.14.0间接
PyPItornado6.5.8间接
PyPItraitlets5.14.3间接
PyPItriton3.8.0间接
PyPIty0.0.84间接
PyPItyper0.24.2间接
PyPItypes-aiofiles25.1.0.20260518间接
PyPItypes-pyyaml6.0.12.20260906间接
PyPItypes-requests2.33.0.20260906间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2025.3间接
PyPIuri-template1.3.0间接
PyPIurllib32.7.0间接
PyPIuvloop0.22.1间接
PyPIvirtualenv20.36.1间接
PyPIwasabi1.1.3间接
PyPIwatchfiles1.1.1间接
PyPIwcwidth0.2.14间接
PyPIweasel1.0.0间接
PyPIwebcolors25.10.0间接
PyPIwebencodings0.5.1间接
PyPIwebsocket-client1.9.0间接
PyPIwerkzeug3.1.6间接
PyPIwidgetsnbextension4.0.15间接
PyPIwrapt1.17.3间接
PyPIxxhash3.6.0间接
PyPIyarl1.22.0间接
PyPIzipp3.23.0间接
依赖安全公告 0

安装 pypi:pyrit@1.1.0 会引入 108 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。

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相关记录

与 microsoft/PyRIT 共享目录标签或生态系统的已检测仓库。 并排阅读 →

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评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v2.10.0、模式 v0.34.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.