公开记录中等
软件健康报告模式 0.17.0 · 指标 1.13.0 · 2026-07-21 03:22 UTC
gtalarico / pyairtable
Python Api Client for Airtable
gtalarico/pyairtable 的健康指数为 100 分中的 68 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（100/100），最低的是Security（21/100）。 最近一次更新在 20 天前。 近期的大部分工作由 1 位贡献者完成。
68
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。
68
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | pyairtable | 3.4.0 | 3,880,650 | 46 | 48 天前 | airtableapiclientpyairtable |
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
开发活跃度
57中等
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 20 天前 |
| 7.6/36 | 提交节奏 — 52 周中有 11 周有提交 |
| 15.1/18 | 提交量 — 最近一年 47 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 无数据 |
所用输入
| commits_last_year | 47 |
| human_commit_share | — |
| days_since_last_push | 20 |
| active_weeks_last_year | 11 |
发布纪律
80良好
评分方式
| 16.2/27 | 有发布版本 — 42 个版本标签（无 GitHub 发布版本） |
| 36/36 | 发布时效 — 最近一次发布版本于 48 天前 |
| 19.8/27 | 发布节奏 — 约每 63.1 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 42 |
| latest_release_tag | 3.4.0 |
| releases_from_tags | 是 |
| days_since_latest_release | 48 |
| mean_days_between_releases | 63.1 |
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？
72
流行度与采用
74良好
评分方式
| 47.9/60 | 星标 — 892 个星标 |
| 18.2/25 | 复刻 — 154 个复刻 |
| 7.4/15 | 关注者 — 22 位关注者 |
所用输入
| forks | 154 |
| stars | 892 |
| watchers | 22 |
| growth_state | organic |
| growth_factor_pct | 100 |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
100优秀
评分方式
| 80/80 | 月度下载量 — pypi 合计每月 3,880,650 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 | pyairtable |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 3,880,650 |
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？
71
维护者韧性（巴士系数）
37存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 11/22.5 | 提交分布 — 头号贡献者编写了 51% 的提交 |
| 13.5/13.5 | 贡献者广度 — 38 位贡献者 |
| 0/10 | OpenSSF Scorecard：Contributors — 无数据 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 38 |
| top_contributor_share | 0.513 |
议题与 PR 响应能力
90优秀
评分方式
| 46.8/46.8 | 议题解决 — 100% 的议题已关闭 |
| 30.1/38.3 | PR 接受 — 已裁定的 PR 中 207/263 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — 无数据 |
所用输入
| merged_prs | 207 |
| open_issues | 0 |
| closed_issues | 195 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 56 |
所有权与托管责任
69中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 20.5/25 | 所有者影响力 — gtalarico 有 698 位关注者 |
| 24.7/25 | 既往记录 — 55 个公开仓库，账户约 11 年 |
所用输入
| followers | 698 |
| owner_type | User |
| is_verified | — |
| owner_login | gtalarico |
| public_repos | 55 |
| account_age_days | 4,278 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 48 天前 |
| 20/20 | 版本历史 — 46 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 | pyairtable |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 48 |
工程质量
基础的工程与文档实践是否到位？
100
工程实践
100优秀
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — tox.ini |
| 9.6/9.6 | Pre-commit 钩子 |
| 6.4/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 是 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://pyairtable.readthedocs.io |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 5 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | python, airtable, api, client, api-wrapper |
| has_wiki | 是 |
| homepage | https://pyairtable.readthedocs.io |
| 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？
21
安全态势
1危急
评分方式
| 0/30 | 安全策略（SECURITY.md） |
| 0/25 | Dependabot 配置 |
| 0/25 | 依赖锁定文件 — 已发布的类库——锁定文件属于应用层关注点，不作要求 |
| 0/20 | CodeQL 工作流 |
所用输入
| source | file_signals |
| lockfiles | — |
| manifests | pyproject.toml, requirements-dev.txt, requirements-test.txt, setup.cfg, setup.py |
| has_codeql_workflow | 否 |
| has_security_policy | 否 |
| has_dependabot_config | 否 |
已排除计分（无数据或不适用）：依赖锁定文件。 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 | 11 |
| 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:pyairtable@3.4.0 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 11 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。
81
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — .claude/CLAUDE.md, AGENTS.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 | .claude/CLAUDE.md, AGENTS.md |
| agent_instruction_max_bytes | 420 |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — tox.ini |
| 11/11 | 静态类型检查 — pyairtable/py.typed |
| 0/10 | 可复现环境 |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — 无数据 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | pyairtable/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 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（pyairtable/py.typed） |
| 55/55 | 可控的文件大小 — 采样的 65 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 50,303 |
| source_files_sampled | 65 |
| oversized_source_files | 0 |
关键数据
892GitHub 星标
38贡献者
47最近 12 个月提交数
20距最近推送天数
42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
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks
更多细节
Star 与 Fork 历史 892 ★ / 0 ⇿
892Star
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。
每个点涵盖 9 天。
直接依赖 5
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | inflection | — | setup.cfg |
| PyPI | pydantic | >= 2, < 3 | setup.cfg |
| PyPI | requests | >= 2.22.0 | setup.cfg |
| PyPI | typing_extensions | — | setup.cfg |
| PyPI | urllib3 | >= 1.26 | setup.cfg |
全部依赖 33
来自 GitHub 依赖图的完整解析依赖集合：5 个直接依赖与 28 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 | inflection | — | 直接 |
| PyPI | pydantic | — | 直接 |
| PyPI | requests | — | 直接 |
| PyPI | typing-extensions | — | 直接 |
| PyPI | urllib3 | — | 直接 |
| PyPI | autodoc-pydantic | — | 间接 |
| PyPI | black | — | 间接 |
| PyPI | build | 0.6.0.post1 | 间接 |
| PyPI | click | — | 间接 |
| PyPI | codecov | — | 间接 |
| PyPI | cogapp | — | 间接 |
| PyPI | flake8 | — | 间接 |
| PyPI | mock | — | 间接 |
| PyPI | mypy | — | 间接 |
| PyPI | pre-commit | — | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest-cov | — | 间接 |
| PyPI | requests-mock | — | 间接 |
| PyPI | revitron-sphinx-theme | — | 间接 |
| PyPI | sphinx | 4.5.0 | 间接 |
| PyPI | sphinx-autoapi | — | 间接 |
| PyPI | sphinx-autodoc-typehints | — | 间接 |
| PyPI | sphinxcontrib-applehelp | 1.0.4 | 间接 |
| PyPI | sphinxcontrib-devhelp | 1.0.2 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 2.0.1 | 间接 |
| PyPI | sphinxcontrib-qthelp | 1.0.3 | 间接 |
| PyPI | sphinxcontrib-serializinghtml | 1.1.5 | 间接 |
| PyPI | sphinxext-opengraph | — | 间接 |
| PyPI | tox | — | 间接 |
| PyPI | twine | 3.3.0 | 间接 |
| PyPI | types-requests | — | 间接 |
| PyPI | types-urllib3 | — | 间接 |
| PyPI | wheel | 0.46.2 | 间接 |
依赖安全公告 0
安装 pypi:pyairtable@3.4.0 会引入 11 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": [
"python",
"airtable",
"api",
"client",
"api-wrapper"
],
"is_fork": false,
"size_kb": 8279,
"has_wiki": true,
"homepage": "https://pyairtable.readthedocs.io",
"languages": {
"Shell": 1640,
"Python": 698724,
"Makefile": 519
},
"pushed_at": "2026-06-30T06:31:53Z",
"created_at": "2017-08-06T00:44:09Z",
"owner_type": "User",
"updated_at": "2026-07-15T12:27:42Z",
"description": "Python Api Client for Airtable",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "gtalarico.com",
"name": "Gui Talarico",
"type": "User",
"login": "gtalarico",
"company": null,
"location": "San Franscico",
"followers": 698,
"avatar_url": "https://avatars.githubusercontent.com/u/9513968?v=4",
"created_at": "2014-11-02T14:47:23Z",
"is_verified": null,
"public_repos": 55,
"account_age_days": 4278
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": null,
"profile_has_license": true
},
"activity": {
"releases_count": 42,
"commits_last_year": 47,
"latest_release_at": "2026-06-02T23:52:33Z",
"latest_release_tag": "3.4.0",
"releases_from_tags": true,
"days_since_last_push": 20,
"active_weeks_last_year": 11,
"days_since_latest_release": 48,
"mean_days_between_releases": 63.1
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 42,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "pyairtable",
"exists": true,
"license": "MIT",
"keywords": [
"airtable",
"api",
"client",
"pyairtable",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"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"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/pyairtable/",
"is_deprecated": false,
"latest_version": "3.4.0",
"repository_url": "https://github.com/gtalarico/pyairtable",
"versions_count": 46,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 3880650,
"first_published_at": "2021-08-08T07:18:03.168058Z",
"latest_published_at": "2026-06-03T00:04:48.039689Z",
"latest_version_yanked": null,
"days_since_latest_publish": 48
}
]
},
"popularity": {
"forks": 154,
"stars": 892,
"watchers": 22,
"star_history": {
"days": [
{
"date": "2017-08-07",
"count": 3
},
{
"date": "2017-08-15",
"count": 1
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{
"date": "2017-09-08",
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},
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{
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{
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"count": 1
},
{
"date": "2017-10-30",
"count": 1
},
{
"date": "2017-11-01",
"count": 1
},
{
"date": "2017-11-07",
"count": 2
},
{
"date": "2017-11-27",
"count": 1
},
{
"date": "2017-12-02",
"count": 1
},
{
"date": "2017-12-05",
"count": 1
},
{
"date": "2017-12-12",
"count": 1
},
{
"date": "2017-12-13",
"count": 1
},
{
"date": "2017-12-24",
"count": 1
},
{
"date": "2017-12-28",
"count": 1
},
{
"date": "2017-12-30",
"count": 1
},
{
"date": "2018-01-07",
"count": 1
},
{
"date": "2018-01-10",
"count": 1
},
{
"date": "2018-01-11",
"count": 1
},
{
"date": "2018-01-15",
"count": 1
},
{
"date": "2018-01-24",
"count": 1
},
{
"date": "2018-01-28",
"count": 1
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{
"date": "2018-02-03",
"count": 1
},
{
"date": "2018-02-07",
"count": 1
},
{
"date": "2018-02-10",
"count": 1
},
{
"date": "2018-02-11",
"count": 1
},
{
"date": "2018-02-16",
"count": 1
},
{
"date": "2018-03-17",
"count": 1
},
{
"date": "2018-03-22",
"count": 1
},
{
"date": "2018-03-23",
"count": 1
},
{
"date": "2018-03-25",
"count": 1
},
{
"date": "2018-03-26",
"count": 1
},
{
"date": "2018-03-30",
"count": 1
},
{
"date": "2018-04-11",
"count": 1
},
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"contributors_sampled": 38,
"top_contributor_share": 0.513
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 51% of commits",
"points": 11,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 51
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "38 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 38
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"merged_prs": 207,
"open_issues": 0,
"closed_issues": 195,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 56
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "207/263 decided PRs merged",
"points": 30.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 207,
"decided": 263
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 69,
"inputs": {
"followers": 698,
"owner_type": "User",
"is_verified": null,
"owner_login": "gtalarico",
"public_repos": 55,
"account_age_days": 4278
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "698 followers of gtalarico",
"points": 20.5,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 698,
"login": "gtalarico"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "55 public repos, account ~11 yr old",
"points": 24.7,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 55
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"pyairtable"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 48
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
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"detail": "latest publish 48 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 48
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}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "46 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 46
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 100,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": true,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": "tox.ini",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tox.ini"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 6.4,
"status": "met",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"python",
"airtable",
"api",
"client",
"api-wrapper"
],
"has_wiki": true,
"homepage": "https://pyairtable.readthedocs.io",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://pyairtable.readthedocs.io",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "critical",
"name": "Security",
"value": 21,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"dependency_lockfiles"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"source": "file_signals",
"lockfiles": [],
"manifests": [
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"requirements-dev.txt",
"requirements-test.txt",
"setup.cfg",
"setup.py"
],
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"components": [
{
"key": "security_policy_security_md",
"name": "Security policy (SECURITY.md)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 30
},
{
"key": "dependabot_config",
"name": "Dependabot config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "dependency_lockfiles",
"name": "Dependency lockfiles",
"detail": "published library — lockfiles are an application concern, not expected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "lockfiles_not_expected",
"params": {}
}
],
"max_points": 25
},
{
"key": "codeql_workflow",
"name": "CodeQL workflow",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"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:pyairtable@3.4.0 runtime dependency closure — what installing the published package pulls in — 11 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:pyairtable@3.4.0",
"assessed": 11
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 11,
"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": 11,
"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"
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"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"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": 81,
"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": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
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"AGENTS.md"
],
"agent_instruction_max_bytes": 420
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".claude/CLAUDE.md, AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".claude/CLAUDE.md, AGENTS.md"
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}
],
"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, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 86,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile"
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"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
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"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
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}
],
"max_points": 18
},
{
"key": "automated_tests",
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"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": {
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}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "pyairtable/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
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}
],
"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 data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
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"largest_source_bytes": 50303,
"source_files_sampled": 65,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (pyairtable/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "pyairtable/py.typed",
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/65 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
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"sampled": 65,
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}
],
"max_points": 55
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]
}
],
"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": [
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],
"report_type": "repository",
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}