公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-28 14:47 UTC

nedbat / cog

Small bits of Python computation for static files

PythonMIT★ 407 星标⑂ 36 复刻始于 2019年3月在 GitHub 上查看 ↗

nedbat/cog 的健康指数为 100 分中的 32 分,处于「存在风险」区间。 其得分最高的类别是Engineering Quality(91/100),最低的是Security(44/100)。 最近一次更新在 1 天前。 近期的大部分工作由 1 位贡献者完成。

32
总分 / 100
存在风险

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。

32
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。

高风险司法辖区政策对加权总体健康应用 50% 的乘数,并对其设置“存在风险”上限 49。

所有权

Ned Batchelder个人账户
2,433 关注者142 个公开仓库始于 2008年9月

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

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
PyPIcogapp3.6.0-15309 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?

66中等 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 1 天前
20.1/36提交节奏 — 52 周中有 29 周有提交
14.8/18提交量 — 最近一年 44 次提交
5/10OpenSSF Scorecard:Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
所用输入
commits_last_year44
human_commit_share0.72
days_since_last_push1
active_weeks_last_year29

发布纪律

50中等
评分方式
16.2/27有发布版本 — 10 个版本标签(无 GitHub 发布版本)
16.2/36发布时效 — 最近一次发布版本于 309 天前
12.6/27发布节奏 — 约每 362.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count10
latest_release_tagv3.6.0
releases_from_tags
days_since_latest_release309
mean_days_between_releases362.1
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?

55中等 · 占总体的 18%
评分方式
42.3/60星标 — 407 个星标
12.9/25复刻 — 36 个复刻
4.3/15关注者 — 7 位关注者
所用输入
forks36
stars407
watchers7
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(MIT)
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?

62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
1.9/22.5提交分布 — 头号贡献者编写了 92% 的提交
13.5/13.5贡献者广度 — 17 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 4 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled17
top_contributor_share0.915
评分方式
21.4/46.8议题解决 — 46% 的议题已关闭
34.6/38.3PR 接受 — 已裁定的 PR 中 47/52 已合并
4.5/15OpenSSF Scorecard:Code-Review — Found 4/12 approved changesets -- score normalized to 3
所用输入
merged_prs47
open_issues19
closed_issues16
issue_closed_ratio0.457
closed_unmerged_prs5
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
24.3/25所有者影响力 — nedbat 有 2,433 位关注者
25/25既往记录 — 142 个公开仓库,账户约 17 年
所用输入
followers2,433
owner_typeUser
is_verified
owner_loginnedbat
public_repos142
account_age_days6,531
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。
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
26/35发布时效 — 最近一次发布于 309 天前
20/20版本历史 — 15 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
packagescogapp
ecosystemspypi
any_deprecated
min_days_since_publish309

工程质量

基础的工程与文档实践是否到位?

91优秀 · 占总体的 20%

工程实践

98优秀
评分方式
24/24CI 工作流 — 1 个工作流
24/24存在测试
16/16Linter 配置 — tox.ini
9.6/9.6Pre-commit 钩子
6.4/6.4.editorconfig
18/20OpenSSF Scorecard:CI-Tests — 20 out of 22 merged PRs checked by a CI test -- score normalized to 9
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

80良好
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://cog.readthedocs.io
10/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics
has_wiki
homepagehttps://cog.readthedocs.io
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?

44存在风险 · 占总体的 16%

安全态势

30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
2.2/2.5CI-Tests — 20 out of 22 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 4/12 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 4 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
3.8/7.5Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
0/5Packaging — 无数据
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
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
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier30
security_posture_before_jurisdiction60
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。 高风险司法辖区政策应用 50% 的乘数,并对安全态势设置“存在风险”上限 49。
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
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
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_packages60
unassessed_packages1
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 60 个已解析依赖与 OSV 比对。 有 1 项无法评估——没有已解析的版本、生态系统不受支持,或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 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。

53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 — 72 次人类提交中有 68 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_share0.944
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile, docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — tox.ini
0/11静态类型检查
0/10可复现环境
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
8/8自动化维护 — 最近 100 次提交中有 28 次为自动依赖更新
5/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesMakefile, docs/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.28
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
50.8/55可控的文件大小 — 采样的 13 个源文件中有 1 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes91,333
source_files_sampled13
oversized_source_files1

关键数据

407GitHub 星标
17贡献者
44最近 12 个月提交数
1距最近推送天数
10发布版本数
1巴士系数(bus factor)
19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 ★ / 36 ⇿
0Star
36Fork
9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。

01325383632019-042022-102026-04
主版本 1次版本 6修订 2

每个点涵盖 7 天。

OpenSSF Scorecard 6.0 / 10
6.0综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-28 14:47 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
9CI-Tests20 out of 22 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 4/12 approved changesets -- score normalized to 3
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
5Maintained7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
不适用Packagingpackaging workflow not detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
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
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 61

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 61 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
PyPIalabaster1.0.0间接
PyPIbabel2.17.0间接
PyPIbackports-tarfile1.2.0间接
PyPIbuild1.4.0间接
PyPIcachetools6.2.6间接
PyPIcertifi2026.1.4间接
PyPIcffi2.0.0间接
PyPIchardet5.2.0间接
PyPIcharset-normalizer3.4.4间接
PyPIcheck-manifest0.51间接
PyPIcolorama0.4.6间接
PyPIcoverage7.13.4间接
PyPIcryptography48.0.1间接
PyPIdistlib0.4.0间接
PyPIdocutils0.21.2间接
PyPIfilelock3.20.3间接
PyPIid1.5.0间接
PyPIidna3.15间接
PyPIimagesize1.4.1间接
PyPIimportlib-metadata8.7.1间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.0间接
PyPIjaraco-functools4.4.0间接
PyPIjeepney0.9.0间接
PyPIjinja23.1.6间接
PyPIkeyring25.7.0间接
PyPImarkdown-it-py4.0.0间接
PyPImarkupsafe3.0.3间接
PyPImdurl0.1.2间接
PyPImore-itertools10.8.0间接
PyPInh30.3.2间接
PyPIpackaging26.0间接
PyPIplatformdirs4.5.1间接
PyPIpluggy1.6.0间接
PyPIpycparser3.0间接
PyPIpygments2.20.0间接
PyPIpyproject-api1.10.0间接
PyPIpyproject-hooks1.2.0间接
PyPIreadme-renderer44.0间接
PyPIrequests2.33.0间接
PyPIrequests-toolbelt1.0.0间接
PyPIrfc39862.0.0间接
PyPIrich14.3.1间接
PyPIsecretstorage3.5.0间接
PyPIsetuptools间接
PyPIsnowballstemmer3.0.1间接
PyPIsphinx8.1.3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
PyPItomli2.4.0间接
PyPItox4.34.1间接
PyPItox-gh1.6.1间接
PyPItwine6.2.0间接
PyPItyping-extensions4.15.0间接
PyPIurllib32.7.0间接
PyPIvirtualenv20.36.1间接
PyPIzipp3.23.0间接
依赖安全公告 0

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 60 个包,其中也包含从不交付的开发与测试版本固定:0 个存在已知公告,0 个为直接依赖。 有 1 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。

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": 383,
      "has_wiki": false,
      "homepage": "https://cog.readthedocs.io",
      "languages": {
        "Python": 141476,
        "Makefile": 3687
      },
      "pushed_at": "2026-07-27T09:54:01Z",
      "created_at": "2019-03-08T12:14:00Z",
      "owner_type": "User",
      "updated_at": "2026-07-26T12:42:23Z",
      "description": "Small bits of Python computation for static files",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://nedbatchelder.com",
      "name": "Ned Batchelder",
      "type": "User",
      "login": "nedbat",
      "company": null,
      "location": "Boston, MA, USA",
      "followers": 2433,
      "avatar_url": "https://avatars.githubusercontent.com/u/23789?v=4",
      "created_at": "2008-09-09T10:48:29Z",
      "is_verified": null,
      "public_repos": 142,
      "account_age_days": 6531
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v3.6.0",
          "kind": "minor",
          "published_at": "2025-09-21T15:46:21Z"
        },
        {
          "tag": "v3.5.1",
          "kind": "patch",
          "published_at": "2025-06-10T12:40:20Z"
        },
        {
          "tag": "v3.5.0",
          "kind": "minor",
          "published_at": "2025-06-05T15:16:41Z"
        },
        {
          "tag": "v3.4.1",
          "kind": "patch",
          "published_at": "2024-03-07T19:05:22Z"
        },
        {
          "tag": "v3.4.0",
          "kind": "minor",
          "published_at": "2024-03-07T13:24:47Z"
        },
        {
          "tag": "v3.3.0",
          "kind": "minor",
          "published_at": "2021-11-19T17:26:21Z"
        },
        {
          "tag": "v3.2.0",
          "kind": "minor",
          "published_at": "2021-11-07T16:22:09Z"
        },
        {
          "tag": "v3.1.0",
          "kind": "minor",
          "published_at": "2021-08-31T21:22:27Z"
        },
        {
          "tag": "v3.0.0",
          "kind": "major",
          "published_at": "2019-04-02T10:55:06Z"
        },
        {
          "tag": "v2.5.1",
          "kind": "patch",
          "published_at": "2016-10-19T23:23:29Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "f823a8545bff62c32487976ba1d5f346f0fd00af",
          "body": "Bumps the action-dependencies group with 1 update: [astral-sh/ruff-action](https://github.com/astral-sh/ruff-action).\n\n\nUpdates `astral-sh/ruff-action` from 4.0.0 to 4.1.0\n- [Release notes](https://github.com/astral-sh/ruff-action/releases)\n- [Commits](https://github.com/astral-sh/ruff-action/compar\n[…]\nupdate:semver-minor\n  dependency-group: action-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump astral-sh/ruff-action in the action-dependencies group (#90)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-14T17:04:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7da3bd8d557b7cef5e26d4094ed4503e2ad94085",
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          "headline": "chore: bump actions/setup-python in the action-dependencies group (#89)",
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          "headline": "chore: bump actions/checkout in the action-dependencies group (#88)",
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          "is_bot": true,
          "headline": "chore: bump cryptography from 46.0.7 to 48.0.1 (#87)",
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          "body": "Bumps the action-dependencies group with 1 update: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 6.0.2 to 6.0.3\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Co\n[…]\nupdate:semver-patch\n  dependency-group: action-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore: bump idna from 3.11 to 3.15 (#85)",
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          "headline": "chore: bump urllib3 from 2.6.3 to 2.7.0 (#84)",
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          "body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.5 to 46.0.6.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/46.0.5...46.0.6)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n  dependency-version: 46.0.6\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore: bump cryptography from 46.0.5 to 46.0.6 (#80)",
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          "body": "Bumps [requests](https://github.com/psf/requests) from 2.32.5 to 2.33.0.\n- [Release notes](https://github.com/psf/requests/releases)\n- [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md)\n- [Commits](https://github.com/psf/requests/compare/v2.32.5...v2.33.0)\n\n---\nupdated-dependencies:\n-\n[…]\nts\n  dependency-version: 2.33.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "body": "…p (#78)\n\nBumps the action-dependencies group with 1 update: [actions/download-artifact](https://github.com/actions/download-artifact).\n\n\nUpdates `actions/download-artifact` from 8.0.0 to 8.0.1\n- [Release notes](https://github.com/actions/download-artifact/releases)\n- [Commits](https://github.com/ac\n[…]\nupdate:semver-patch\n  dependency-group: action-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore: bump actions/download-artifact in the action-dependencies grou…",
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          "author_login": "nedbat",
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          "body": "Bumps the action-dependencies group with 1 update: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 6.0.1 to 6.0.2\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Co\n[…]\nupdate:semver-patch\n  dependency-group: action-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore: bump actions/checkout in the action-dependencies group (#70)",
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          "body": "In order to indicate that `-I` adds to the list of added paths but does\nnot replace/disable this addition, worded as \"by default...only\".",
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          "headline": "doc: `-I` picks up on `dirname(infile)` (#62)",
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          "author_login": "sirosen",
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          "body": "* refactor: switch from optparse to argparse\n\nrebased and updated 2026-01.\n\n* fix: use assertRegex instead of assertStartsWith\n\nAppears to be unavailable in prior versions of Python\n\n* fix: ruff format",
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          "headline": "refactor: switch from optparse to argparse (#38)",
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          "headline": "pin one last action",
          "author_name": "Ned Batchelder",
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                "key": "owner_reach",
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        ],
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                "key": "dependency_update_tool",
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                "key": "fuzzing",
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              },
              {
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                ],
                "max_points": 7.5
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              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 60 resolved dependencies against OSV; 1 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 60
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 1
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 60,
              "unassessed_packages": 1,
              "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": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "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": 60,
              "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": "moderate",
            "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": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 1,
                  "country": "Russia"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 19
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (1)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 1,
                      "country": "Russia"
                    }
                  }
                ],
                "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": 53,
        "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": 0.944,
              "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": "68 of 72 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 68,
                      "sampled": 72
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.28
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, 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": "tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "28 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 28,
                      "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 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 91333,
              "source_files_sampled": 13,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/13 source files over 60KB",
                "points": 50.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 13,
                      "oversized": 1
                    }
                  }
                ],
                "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": "2026-07-28T14:47:36.877794Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/nedbat/cog.svg",
  "full_name": "nedbat/cog",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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.