公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 02:50 UTC

vulnerability-lookup / PyVulnerabilityLookup

Python client and module for Vulnerability-Lookup.

PythonBSD-3-Clause★ 19 星标⑂ 3 复刻始于 2023年5月在 GitHub 上查看 ↗

vulnerability-lookup/PyVulnerabilityLookup 的健康指数为 100 分中的 64 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(92/100),最低的是Community & Adoption(37/100)。 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。

64
总分 / 100
中等

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。

64
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)
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。

所有权

61 关注者23 个公开仓库始于 2025年1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
PyPIpyvulnerabilitylookup4.4.0-1085 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?

75良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
6.9/36提交节奏 — 52 周中有 10 周有提交
13.8/18提交量 — 最近一年 33 次提交
6/10OpenSSF Scorecard:Maintained — 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
所用输入
commits_last_year33
human_commit_share0.96
days_since_last_push0
active_weeks_last_year10

发布纪律

92优秀
评分方式
27/27有发布版本 — 已发布 11 个发布版本
36/36发布时效 — 最近一次发布版本于 85 天前
19.8/27发布节奏 — 约每 71.2 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count11
latest_release_tagv4.4.0
releases_from_tags
days_since_latest_release85
mean_days_between_releases71.2
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?

37存在风险 · 占总体的 18%
评分方式
20.4/60星标 — 19 个星标
2.5/25复刻 — 3 个复刻
3.3/15关注者 — 5 位关注者
所用输入
forks3
stars19
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(BSD-3-Clause)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

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?

56中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
4.4/22.5提交分布 — 头号贡献者编写了 80% 的提交
5.4/13.5贡献者广度 — 4 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 24 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled4
top_contributor_share0.803
评分方式
46.8/46.8议题解决 — 100% 的议题已关闭
6.3/38.3PR 接受 — 已裁定的 PR 中 14/85 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/20 approved changesets -- score normalized to 0
所用输入
merged_prs14
open_issues0
closed_issues6
issue_closed_ratio1
closed_unmerged_prs71
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
12.9/25所有者影响力 — vulnerability-lookup 有 61 位关注者
13/25既往记录 — 23 个公开仓库,账户约 1 年
所用输入
followers61
owner_typeOrganization
is_verified
owner_loginvulnerability-lookup
public_repos23
account_age_days544
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 85 天前
20/20版本历史 — 10 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
packagespyvulnerabilitylookup
ecosystemspypi
any_deprecated
min_days_since_publish85

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 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 3 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

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://github.com/vulnerability-lookup/PyVulnerabilityLookup
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttps://github.com/vulnerability-lookup/PyVulnerabilityLookup
has_readme
has_docs_dir
has_description

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?

58中等 · 占总体的 16%

安全态势

48存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 6 out of 6 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
0/7.5Code-Review — Found 0/20 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 24 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
4.5/7.5Maintained — 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.8
已排除计分(无数据或不适用):signed_releases。 其余权重已重新归一化。
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_packages5
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:pyvulnerabilitylookup@4.4.0 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 5 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。

68中等 · 占总体的 0%
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 — 96 次人类提交中有 91 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.948
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — mypy.ini, pyvulnerabilitylookup/py.typed, tests/mypy.ini
10/10可复现环境 — lockfile
4/10已体现的代理实践 — 最近 100 次提交中有 2 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 4 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilespoetry.lock
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile
has_devcontainer
has_linter_config
typecheck_configsmypy.ini, pyvulnerabilitylookup/py.typed, tests/mypy.ini
agent_commit_share0.02
toolchain_manifests
dependency_bot_commit_share0.04
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(mypy.ini, pyvulnerabilitylookup/py.typed, tests/mypy.ini)
55/55可控的文件大小 — 采样的 6 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes44,522
source_files_sampled6
oversized_source_files0

关键数据

19GitHub 星标
4贡献者
33最近 12 个月提交数
0距最近推送天数
11发布版本数
1巴士系数(bus factor)
0开放议题
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

更多细节

Star 与 Fork 历史 0 ★ / 3 ⇿
0Star
3Fork
6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。

12233312024-072024-122025-05
主版本 0次版本 5修订 1
OpenSSF Scorecard 4.8 / 10
4.8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 · 2026-07-23 02:50 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests6 out of 6 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/20 approved changesets -- score normalized to 0
10Contributorsproject has 24 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
6Maintained8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
直接依赖 1
注册表软件包版本约束清单文件
PyPIrequests(>=2.33.1)pyproject.toml
全部依赖 44

来自 GitHub 依赖图的完整解析依赖集合:2 个直接依赖与 42 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
PyPIrequests直接
PyPIrequests2.33.1直接
PyPIalabaster1.0.0间接
PyPIastroid4.0.4间接
PyPIbabel2.18.0间接
PyPIcertifi2026.4.22间接
PyPIcharset-normalizer3.4.7间接
PyPIcolorama0.4.6间接
PyPIdill0.4.1间接
PyPIdocutils0.22.4间接
PyPIexceptiongroup1.3.1间接
PyPIidna3.13间接
PyPIimagesize1.5.0间接
PyPIiniconfig2.3.0间接
PyPIisort8.0.1间接
PyPIjinja23.1.6间接
PyPIlibrt0.9.0间接
PyPImarkupsafe3.0.3间接
PyPImccabe0.7.0间接
PyPImypy1.20.2间接
PyPImypy-extensions1.1.0间接
PyPIpackaging26.2间接
PyPIpathspec1.1.1间接
PyPIplatformdirs4.9.6间接
PyPIpluggy1.6.0间接
PyPIpygments2.20.0间接
PyPIpylint4.0.5间接
PyPIpytest9.0.3间接
PyPIpython间接
PyPIroman-numerals4.1.0间接
PyPIsnowballstemmer3.0.1间接
PyPIsphinx间接
PyPIsphinx9.1.0间接
PyPIsphinxcontrib-applehelp2.0.0间接
PyPIsphinxcontrib-devhelp2.0.0间接
PyPIsphinxcontrib-htmlhelp2.1.0间接
PyPIsphinxcontrib-jsmath1.0.1间接
PyPIsphinxcontrib-qthelp2.0.0间接
PyPIsphinxcontrib-serializinghtml2.0.0间接
PyPItomli2.4.1间接
PyPItomlkit0.14.0间接
PyPItypes-requests2.33.0.20260408间接
PyPItyping-extensions4.15.0间接
PyPIurllib32.6.3间接
依赖安全公告 0

安装 pypi:pyvulnerabilitylookup@4.4.0 会引入 5 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": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 492,
      "has_wiki": true,
      "homepage": "https://github.com/vulnerability-lookup/PyVulnerabilityLookup",
      "languages": {
        "Python": 69689
      },
      "pushed_at": "2026-07-22T11:07:47Z",
      "created_at": "2023-05-19T12:59:25Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-22T11:08:17Z",
      "description": "Python client and module for Vulnerability-Lookup.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "BSD-3-Clause",
      "default_branch": "main",
      "license_spdx_raw": "BSD-3-Clause",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.vulnerability-lookup.org",
      "name": "Vulnerability-Lookup",
      "type": "Organization",
      "login": "vulnerability-lookup",
      "company": null,
      "location": null,
      "followers": 61,
      "avatar_url": "https://avatars.githubusercontent.com/u/196326869?v=4",
      "created_at": "2025-01-24T12:56:53Z",
      "is_verified": null,
      "public_repos": 23,
      "account_age_days": 544
    },
    "license": {
      "state": "standard",
      "spdx_id": "BSD-3-Clause",
      "raw_spdx": "BSD-3-Clause",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v4.4.0",
          "kind": "minor",
          "published_at": "2026-04-28T10:46:57Z"
        },
        {
          "tag": "v2.19.0",
          "kind": "minor",
          "published_at": "2025-12-09T13:47:58Z"
        },
        {
          "tag": "v2.14.0",
          "kind": "minor",
          "published_at": "2025-07-28T12:05:44Z"
        },
        {
          "tag": "v2.10.1",
          "kind": "patch",
          "published_at": "2025-06-12T12:59:38Z"
        },
        {
          "tag": "v2.5.1",
          "kind": "patch",
          "published_at": "2025-03-05T16:50:16Z"
        },
        {
          "tag": "v2.5.0",
          "kind": "minor",
          "published_at": "2025-02-08T15:03:54Z"
        },
        {
          "tag": "v2.2.0",
          "kind": "minor",
          "published_at": "2024-12-09T14:34:34Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2024-11-18T19:28:06Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2024-08-02T10:18:51Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2024-07-26T13:37:58Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2023-07-02T14:40:26Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "9c1c39ced09587b5221ca559a3299e9634a93094",
          "body": "…ility-existence\n\nfix: [tests] Comment on an existing vulnerability, not a hardcoded CVE",
          "is_bot": false,
          "headline": "Merge pull request #97 from vulnerability-lookup/fix-comment-vulnerab…",
          "author_name": "Cédric Bonhomme",
          "author_login": "cedricbonhomme",
          "committed_at": "2026-07-22T11:07:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c9bfc6efd8aaa5a48cc6ee50ba5433001272d94",
          "body": "Vulnerability-Lookup now rejects comment creation when the target\nvulnerability is absent from storage (added in vulnerability-lookup#497).\nThe two local comment tests hardcoded CVE-2024-20401, which the CI\nsample instance never imports, so create_comment returned 404\n'Vulnerability not found'.\n\nFet\n[…]\nnstance via\nget_last(source='pysec', number=1) and comment on it (the CI instance\nloads pysec). The test skips if no vulnerability is available.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: [tests] Comment on an existing vulnerability, not a hardcoded CVE",
          "author_name": "Cédric Bonhomme",
          "author_login": "cedricbonhomme",
          "committed_at": "2026-07-22T10:12:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "899900b49c4a5e8e11efe86e77763713d819a211",
          "body": "…tests\n\nfix: [tests] Drop assertions on removed is_admin/is_commenter user flags",
          "is_bot": false,
          "headline": "Merge pull request #96 from vulnerability-lookup/fix-rbac-user-model-…",
          "author_name": "Cédric Bonhomme",
          "author_login": "cedricbonhomme",
          "committed_at": "2026-07-22T09:18:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c30550d6330b92235058078905742ccf9d03bf0b",
          "body": "The vulnerability-lookup RBAC migration removed the is_admin,\nis_commenter, and is_reporter boolean flags from the user model and the\nAPI responses. Three test_web.py assertions still read those keys and\nfailed against an instance running the new model:\n\n- test_list_users read user['is_admin'] (the \n[…]\nThe tests keep their meaning: the admin user is still located by login,\nand a user and comment are still created (uid remains used for cleanup).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: [tests] Drop assertions on removed is_admin/is_commenter user flags",
          "author_name": "Cédric Bonhomme",
          "author_login": "cedricbonhomme",
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                "key": "published_resolvable",
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                "key": "publish_recency",
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                "key": "version_history",
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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                "key": "dependency_update_tool",
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                "key": "fuzzing",
                "name": "Fuzzing",
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                "key": "maintained",
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                "key": "sast",
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                "max_points": 7.5
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                "key": "vulnerabilities",
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          },
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            ],
            "value": 100,
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            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
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                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
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                "max_points": 35
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                "key": "indirect_dependencies_free_of_known_advisories",
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                "detail": "no indirect dependency carries a known advisory",
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                "max_points": 25
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              {
                "key": "no_advisories_left_outstanding",
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                "detail": "no advisory carries a publication date",
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                "status": "excluded",
                "details": [
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "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",
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              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
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            },
            "components": [
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                "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": 20
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 68,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.948,
              "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": "91 of 96 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 91,
                      "sampled": 96
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "mypy.ini",
                "pyvulnerabilitylookup/py.typed",
                "tests/mypy.ini"
              ],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.04
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/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": "mypy.ini, pyvulnerabilitylookup/py.typed, tests/mypy.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "mypy.ini, pyvulnerabilitylookup/py.typed, tests/mypy.ini"
                    }
                  }
                ],
                "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": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "4 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 4,
                      "sampled": 100
                    }
                  }
                ],
                "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": 44522,
              "source_files_sampled": 6,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (mypy.ini, pyvulnerabilitylookup/py.typed, tests/mypy.ini)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "mypy.ini, pyvulnerabilitylookup/py.typed, tests/mypy.ini",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/6 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 6,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T02:50:51.462960Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vulnerability-lookup/PyVulnerabilityLookup.svg",
  "full_name": "vulnerability-lookup/PyVulnerabilityLookup",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

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 v1.13.0、模式 v0.27.0—— 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.