公开记录
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-18 13:30 UTC

ronaldoussoren / pyobjc

The Python <-> Objective-C Bridge with bindings for macOS frameworks

Python · Objective-C未检测到许可证★ 798 星标⑂ 65 复刻始于 2020年2月在 GitHub 上查看 ↗

ronaldoussoren/pyobjc 的健康指数为 100 分中的 65 分,处于「中等」区间。 其得分最高的类别是Vitality(90/100),最低的是Security(38/100)。 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。

65
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。

65
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

Ronald Oussoren个人账户
150 关注者25 个公开仓库始于 2011年4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标签
PyPIpyobjc-framework-ARKit12.2.1-428 天前pyobjcarkit
PyPIpyobjc-framework-AVFoundation12.2.1649,6965828 天前pyobjcavfoundationavfaudio
PyPIpyobjc-framework-AVKit12.2.1-5828 天前pyobjcavkit
PyPIpyobjc-framework-AVRouting12.2.1-1828 天前pyobjcavrouting
PyPIpyobjc-framework-Accessibility12.2.1-3228 天前pyobjcaccessibility
PyPIpyobjc-framework-Accounts12.2.1-6328 天前pyobjcaccounts
PyPIpyobjc-framework-AdServices12.2.1-3028 天前pyobjcadservices
PyPIpyobjc-framework-AdSupport12.2.1595,8844628 天前pyobjcadsupport

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?

90优秀 · 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
24.2/36提交节奏 — 52 周中有 35 周有提交
18/18提交量 — 最近一年 223 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year223
human_commit_share
days_since_last_push0
active_weeks_last_year35

发布纪律

92优秀
评分方式
27/27有发布版本 — 已发布 49 个发布版本
36/36发布时效 — 最近一次发布版本于 28 天前
19.8/27发布节奏 — 约每 83.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count49
latest_release_tagv12.2.1
releases_from_tags
days_since_latest_release28
mean_days_between_releases83.6
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?

61中等 · 占总体的 18%
评分方式
47.1/60星标 — 798 个星标
15.1/25复刻 — 65 个复刻
5.3/15关注者 — 10 位关注者
所用输入
forks65
stars798
watchers10
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

25危急
评分方式
22.5/22.5README
0/22.5许可证 — 未检测到许可证文件
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
评分方式
80/80月度下载量 — pypi 合计每月 1,245,580 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
packagespyobjc-framework-ARKit, pyobjc-framework-AVFoundation, pyobjc-framework-AVKit, pyobjc-framework-AVRouting, pyobjc-framework-Accessibility, pyobjc-framework-Accounts, pyobjc-framework-AdServices, pyobjc-framework-AdSupport
dependents
ecosystemspypi
total_downloads
monthly_downloads1,245,580
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?

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
3.3/22.5提交分布 — 头号贡献者编写了 86% 的提交
13.5/13.5贡献者广度 — 30 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 10 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled30
top_contributor_share0.855
评分方式
40.9/46.8议题解决 — 88% 的议题已关闭
24.7/38.3PR 接受 — 已裁定的 PR 中 20/31 已合并
0/15OpenSSF Scorecard:Code-Review — Found 2/30 approved changesets -- score normalized to 0
所用输入
merged_prs20
open_issues80
closed_issues562
issue_closed_ratio0.875
closed_unmerged_prs11
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
15.7/25所有者影响力 — ronaldoussoren 有 150 位关注者
22.3/25既往记录 — 25 个公开仓库,账户约 15 年
所用输入
followers150
owner_typeUser
is_verified
owner_loginronaldoussoren
public_repos25
account_age_days5,581
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 8 个软件包
35/35发布时效 — 最近一次发布于 28 天前
20/20版本历史 — 63 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
packagespyobjc-framework-ARKit, pyobjc-framework-AVFoundation, pyobjc-framework-AVKit, pyobjc-framework-AVRouting, pyobjc-framework-Accessibility, pyobjc-framework-Accounts, pyobjc-framework-AdServices, pyobjc-framework-AdSupport
ecosystemspypi
any_deprecated
min_days_since_publish28

工程质量

基础的工程与文档实践是否到位?

66中等 · 占总体的 20%

工程实践

50中等
评分方式
0/24CI 工作流
24/24存在测试
16/16Linter 配置 — .flake8
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0
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://pyobjc.readthedocs.io
10/10仓库描述
10/10主题标签 — 3 个主题标签
0/10Wiki
所用输入
topicspython, objective-c, macos
has_wiki
homepagehttps://pyobjc.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?

38存在风险 · 占总体的 16%

安全态势

38存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 2/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 10 contributing companies or organizations
0/10Dangerous-Workflow — 无数据
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5许可证 — license file not detected
7.5/7.5Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0/5Pinned-Dependencies — 无数据
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 — 无数据
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated13
scorecard_versionv5.5.0
checks_inconclusive5
scorecard_aggregate3.8
已排除计分(无数据或不适用):dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions。 其余权重已重新归一化。

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)
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
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, docs/Makefile, pyobjc-core/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .flake8
11/11静态类型检查 — .mypy.ini
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
0/10OpenSSF Scorecard:Pinned-Dependencies — 无数据
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesMakefile, docs/Makefile, pyobjc-core/Makefile
has_devcontainer
has_linter_config
typecheck_configs.mypy.ini
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, OpenSSF Scorecard:Pinned-Dependencies。 其余权重已重新归一化。
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(.mypy.ini)
54.5/55可控的文件大小 — 采样的 5,145 个源文件中有 51 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes2,870,222
source_files_sampled5,145
oversized_source_files51

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

798GitHub 星标
30贡献者
223最近 12 个月提交数
0距最近推送天数
49发布版本数
1巴士系数(bus factor)
80开放议题
PyPI软件包生态系统数

更多细节

OpenSSF Scorecard 3.8 / 10
3.8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 · 2026-07-18 13:30 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
0CI-Tests0 out of 2 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 2/30 approved changesets -- score normalized to 0
10Contributorsproject has 10 contributing companies or organizations
不适用Dangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
10Maintained30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
不适用Pinned-Dependenciesno dependencies found
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
不适用Token-PermissionsNo tokens found
9Vulnerabilities1 existing vulnerabilities detected
全部依赖 39

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 39 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
PyPIsetuptools间接
PyPIshibuya间接
PyPIsphinx间接
PyPIsphinx-copybutton间接
PyPIsphinx-datatables间接
PyPIsphinx-design间接
PyPIsphinx-docsearch间接
PyPIsphinx-reredirects间接
PyPIsphinx-sitemap间接
PyPIsphinx-tabs间接
PyPIsphinx-togglebutton间接
PyPIsphinxcontrib-blockdiag间接
PyPIsphinxcontrib-mermaid间接
PyPIsphinxcontrib-spelling间接
PyPIsphinxext-opengraph间接
PyPItest-mtlargument-py间接
PyPItest-mtlargumentencoder-py间接
PyPItest-mtlblitcommandencoder-py间接
PyPItest-mtlbuffer-py间接
PyPItest-mtlcapturemanager-py间接
PyPItest-mtlcapturescope-py间接
PyPItest-mtlcommandbuffer-py间接
PyPItest-mtlcommandencoder-py间接
PyPItest-mtlcomputecommandencoder-py间接
PyPItest-mtlcomputepipeline-py间接
PyPItest-mtlcounters-py间接
PyPItest-mtldepthstencil-py间接
PyPItest-mtldevice-py间接
PyPItest-mtldrawable-py间接
PyPItest-mtlevent-py间接
PyPItest-mtlfence-py间接
PyPItest-mtlheap-py间接
PyPItest-mtlindirectcommandbuffer-py间接
PyPItest-mtlindirectcommandencoder-py间接
PyPItest-mtllibrary-py间接
PyPItest-mtlparallelrendercommandencoder-py间接
PyPItest-mtlpipeline-py间接
PyPItest-mtlpixelformat-py间接
PyPItest-mtlrendercommandencoder-py间接
原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "python",
        "objective-c",
        "macos"
      ],
      "is_fork": false,
      "size_kb": 222729,
      "has_wiki": false,
      "homepage": "https://pyobjc.readthedocs.io",
      "languages": {
        "C": 1077586,
        "M": 114730,
        "C++": 1447,
        "HTML": 921,
        "Java": 9767,
        "Shell": 420,
        "Swift": 180,
        "MATLAB": 94641,
        "Python": 27687927,
        "Makefile": 5906,
        "JavaScript": 155,
        "PostScript": 2783,
        "Objective-C": 5244197,
        "Objective-C++": 2354,
        "SystemVerilog": 10587,
        "Rich Text Format": 2084
      },
      "pushed_at": "2026-07-18T13:11:04Z",
      "created_at": "2020-02-29T08:43:12Z",
      "owner_type": "User",
      "updated_at": "2026-07-18T11:44:04Z",
      "description": "The Python <-> Objective-C Bridge with bindings for macOS frameworks",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "Objective-C"
      ]
    },
    "owner": {
      "blog": "https://blog.ronaldoussoren.net/",
      "name": "Ronald Oussoren",
      "type": "User",
      "login": "ronaldoussoren",
      "company": null,
      "location": "Amsterdam",
      "followers": 150,
      "avatar_url": "https://avatars.githubusercontent.com/u/713966?v=4",
      "created_at": "2011-04-06T20:57:48Z",
      "is_verified": null,
      "public_repos": 25,
      "account_age_days": 5581
    },
    "activity": {
      "releases_count": 49,
      "commits_last_year": 223,
      "latest_release_at": "2026-06-19T16:11:23Z",
      "latest_release_tag": "v12.2.1",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 35,
      "days_since_latest_release": 28,
      "mean_days_between_releases": 83.6
    },
    "community": {
      "has_readme": true,
      "has_license": false,
      "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": "pyobjc-framework-ARKit",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "PyObjC",
            "ARKit",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Environment :: MacOS X :: Cocoa",
            "Intended Audience :: Developers",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Programming Language :: Objective C",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Python :: 3.15",
            "Programming Language :: Python :: Free Threading :: 3 - Stable",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Software Development :: User Interfaces"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pyobjc-framework-ARKit/",
          "is_deprecated": false,
          "latest_version": "12.2.1",
          "repository_url": "https://github.com/ronaldoussoren/pyobjc",
          "versions_count": 4,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2025-10-21T07:54:28.730797Z",
          "latest_published_at": "2026-06-19T16:19:47.704857Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 28
        },
        {
          "name": "pyobjc-framework-AVFoundation",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "PyObjC",
            "AVFoundation",
            "AVFAudio",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Environment :: MacOS X :: Cocoa",
            "Intended Audience :: Developers",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Programming Language :: Objective C",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Python :: 3.15",
            "Programming Language :: Python :: Free Threading :: 3 - Stable",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Software Development :: User Interfaces"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pyobjc-framework-AVFoundation/",
          "is_deprecated": false,
          "latest_version": "12.2.1",
          "repository_url": "https://github.com/ronaldoussoren/pyobjc",
          "versions_count": 58,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 649696,
          "first_published_at": "2016-03-28T09:44:47.170843Z",
          "latest_published_at": "2026-06-19T16:19:52.413541Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 28
        },
        {
          "name": "pyobjc-framework-AVKit",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "PyObjC",
            "AVKit",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Environment :: MacOS X :: Cocoa",
            "Intended Audience :: Developers",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Programming Language :: Objective C",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Python :: 3.15",
            "Programming Language :: Python :: Free Threading :: 3 - Stable",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Software Development :: User Interfaces"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pyobjc-framework-AVKit/",
          "is_deprecated": false,
          "latest_version": "12.2.1",
          "repository_url": "https://github.com/ronaldoussoren/pyobjc",
          "versions_count": 58,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2016-03-28T09:45:12.574348Z",
          "latest_published_at": "2026-06-19T16:19:53.448312Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 28
        },
        {
          "name": "pyobjc-framework-AVRouting",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "PyObjC",
            "AVRouting",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Environment :: MacOS X :: Cocoa",
            "Intended Audience :: Developers",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Programming Language :: Objective C",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Python :: 3.15",
            "Programming Language :: Python :: Free Threading :: 3 - Stable",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Software Development :: User Interfaces"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pyobjc-framework-AVRouting/",
          "is_deprecated": false,
          "latest_version": "12.2.1",
          "repository_url": "https://github.com/ronaldoussoren/pyobjc",
          "versions_count": 18,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2022-11-05T18:47:29.092465Z",
          "latest_published_at": "2026-06-19T16:19:54.202272Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 28
        },
        {
          "name": "pyobjc-framework-Accessibility",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "PyObjC",
            "Accessibility",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Environment :: MacOS X :: Cocoa",
            "Intended Audience :: Developers",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Programming Language :: Objective C",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Python :: 3.15",
            "Programming Language :: Python :: Free Threading :: 3 - Stable",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Software Development :: User Interfaces"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pyobjc-framework-Accessibility/",
          "is_deprecated": false,
          "latest_version": "12.2.1",
          "repository_url": "https://github.com/ronaldoussoren/pyobjc",
          "versions_count": 32,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2020-11-29T11:48:43.952728Z",
          "latest_published_at": "2026-06-19T16:19:40.592893Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 28
        },
        {
          "name": "pyobjc-framework-Accounts",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "PyObjC",
            "Accounts",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Environment :: MacOS X :: Cocoa",
            "Intended Audience :: Developers",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Programming Language :: Objective C",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Python :: 3.15",
            "Programming Language :: Python :: Free Threading :: 3 - Stable",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Software Development :: User Interfaces"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pyobjc-framework-Accounts/",
          "is_deprecated": false,
          "latest_version": "12.2.1",
          "repository_url": "https://github.com/ronaldoussoren/pyobjc",
          "versions_count": 63,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2012-11-01T08:45:47.851486Z",
          "latest_published_at": "2026-06-19T16:19:41.451479Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 28
        },
        {
          "name": "pyobjc-framework-AdServices",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "PyObjC",
            "AdServices",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Environment :: MacOS X :: Cocoa",
            "Intended Audience :: Developers",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Programming Language :: Objective C",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Python :: 3.15",
            "Programming Language :: Python :: Free Threading :: 3 - Stable",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Software Development :: User Interfaces"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pyobjc-framework-AdServices/",
          "is_deprecated": false,
          "latest_version": "12.2.1",
          "repository_url": "https://github.com/ronaldoussoren/pyobjc",
          "versions_count": 30,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2020-12-29T11:41:14.457597Z",
          "latest_published_at": "2026-06-19T16:19:43.102134Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 28
        },
        {
          "name": "pyobjc-framework-AdSupport",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "PyObjC",
            "AdSupport",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Environment :: MacOS X :: Cocoa",
            "Intended Audience :: Developers",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Programming Language :: Objective C",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Python :: 3.15",
            "Programming Language :: Python :: Free Threading :: 3 - Stable",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Software Development :: User Interfaces"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pyobjc-framework-AdSupport/",
          "is_deprecated": false,
          "latest_version": "12.2.1",
          "repository_url": "https://github.com/ronaldoussoren/pyobjc",
          "versions_count": 46,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 595884,
          "first_published_at": "2018-08-05T08:18:51.901232Z",
          "latest_published_at": "2026-06-19T16:19:43.985492Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 28
        }
      ]
    },
    "popularity": {
      "forks": 65,
      "stars": 798,
      "watchers": 10,
      "open_issues_and_prs": 82
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile",
        "docs/Makefile",
        "pyobjc-core/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        ".mypy.ini"
      ],
      "largest_source_bytes": 2870222,
      "source_files_sampled": 5145,
      "oversized_source_files": 51,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "docs/requirements.txt",
        "pyobjc-core/pyproject.toml",
        "pyobjc-core/setup.cfg",
        "pyobjc-core/setup.py",
        "pyobjc-framework-ARKit/pyproject.toml",
        "pyobjc-framework-ARKit/setup.py",
        "pyobjc-framework-AVFoundation/pyproject.toml",
        "pyobjc-framework-AVFoundation/setup.py",
        "pyobjc-framework-AVKit/pyproject.toml",
        "pyobjc-framework-AVKit/setup.py",
        "pyobjc-framework-AVRouting/pyproject.toml",
        "pyobjc-framework-AVRouting/setup.py",
        "pyobjc-framework-Accessibility/pyproject.toml",
        "pyobjc-framework-Accessibility/setup.py",
        "pyobjc-framework-Accounts/pyproject.toml",
        "pyobjc-framework-Accounts/setup.py",
        "pyobjc-framework-AdServices/pyproject.toml",
        "pyobjc-framework-AdServices/setup.py",
        "pyobjc-framework-AdSupport/pyproject.toml",
        "pyobjc-framework-AdSupport/setup.py",
        "pyobjc-framework-AddressBook/pyproject.toml",
        "pyobjc-framework-AddressBook/setup.py",
        "pyobjc-framework-AppTrackingTransparency/pyproject.toml",
        "pyobjc-framework-AppTrackingTransparency/setup.py",
        "pyobjc-framework-AppleScriptKit/pyproject.toml",
        "pyobjc-framework-AppleScriptKit/setup.py",
        "pyobjc-framework-AppleScriptObjC/pyproject.toml",
        "pyobjc-framework-AppleScriptObjC/setup.py",
        "pyobjc-framework-ApplicationServices/pyproject.toml",
        "pyobjc-framework-ApplicationServices/setup.py",
        "pyobjc-framework-AudioVideoBridging/pyproject.toml",
        "pyobjc-framework-AudioVideoBridging/setup.py",
        "pyobjc-framework-AuthenticationServices/pyproject.toml",
        "pyobjc-framework-AuthenticationServices/setup.py",
        "pyobjc-framework-AutomaticAssessmentConfiguration/pyproject.toml",
        "pyobjc-framework-AutomaticAssessmentConfiguration/setup.py",
        "pyobjc-framework-Automator/pyproject.toml",
        "pyobjc-framework-Automator/setup.py",
        "pyobjc-framework-BackgroundAssets/pyproject.toml",
        "pyobjc-framework-BackgroundAssets/setup.py",
        "pyobjc-framework-BrowserEngineKit/pyproject.toml",
        "pyobjc-framework-BrowserEngineKit/setup.py",
        "pyobjc-framework-BusinessChat/pyproject.toml",
        "pyobjc-framework-BusinessChat/setup.py",
        "pyobjc-framework-CFNetwork/pyproject.toml",
        "pyobjc-framework-CFNetwork/setup.py",
        "pyobjc-framework-CalendarStore/pyproject.toml",
        "pyobjc-framework-CalendarStore/setup.py",
        "pyobjc-framework-CallKit/pyproject.toml",
        "pyobjc-framework-CallKit/setup.py",
        "pyobjc-framework-Carbon/pyproject.toml",
        "pyobjc-framework-Carbon/setup.py",
        "pyobjc-framework-Cinematic/pyproject.toml",
        "pyobjc-framework-Cinematic/setup.py",
        "pyobjc-framework-ClassKit/pyproject.toml",
        "pyobjc-framework-ClassKit/setup.py",
        "pyobjc-framework-CloudKit/pyproject.toml",
        "pyobjc-framework-CloudKit/setup.py",
        "pyobjc-framework-Cocoa/pyproject.toml",
        "pyobjc-framework-Cocoa/setup.py",
        "pyobjc-framework-Collaboration/pyproject.toml",
        "pyobjc-framework-Collaboration/setup.py",
        "pyobjc-framework-ColorSync/pyproject.toml",
        "pyobjc-framework-ColorSync/setup.py",
        "pyobjc-framework-CompositorServices/pyproject.toml",
        "pyobjc-framework-CompositorServices/setup.py",
        "pyobjc-framework-Contacts/pyproject.toml",
        "pyobjc-framework-Contacts/setup.py",
        "pyobjc-framework-ContactsUI/pyproject.toml",
        "pyobjc-framework-ContactsUI/setup.py",
        "pyobjc-framework-CoreAudio/pyproject.toml",
        "pyobjc-framework-CoreAudio/setup.py",
        "pyobjc-framework-CoreAudioKit/pyproject.toml",
        "pyobjc-framework-CoreAudioKit/setup.py",
        "pyobjc-framework-CoreBluetooth/pyproject.toml",
        "pyobjc-framework-CoreBluetooth/setup.py",
        "pyobjc-framework-CoreData/pyproject.toml",
        "pyobjc-framework-CoreData/setup.py",
        "pyobjc-framework-CoreHaptics/pyproject.toml",
        "pyobjc-framework-CoreHaptics/setup.py",
        "pyobjc-framework-CoreLocation/pyproject.toml",
        "pyobjc-framework-CoreLocation/setup.py",
        "pyobjc-framework-CoreMIDI/pyproject.toml",
        "pyobjc-framework-CoreMIDI/setup.py",
        "pyobjc-framework-CoreML/pyproject.toml",
        "pyobjc-framework-CoreML/setup.py",
        "pyobjc-framework-CoreMedia/pyproject.toml",
        "pyobjc-framework-CoreMedia/setup.py",
        "pyobjc-framework-CoreMediaIO/pyproject.toml",
        "pyobjc-framework-CoreMediaIO/setup.py",
        "pyobjc-framework-CoreMotion/pyproject.toml",
        "pyobjc-framework-CoreMotion/setup.py",
        "pyobjc-framework-CoreServices/pyproject.toml",
        "pyobjc-framework-CoreServices/setup.py",
        "pyobjc-framework-CoreSpotlight/pyproject.toml",
        "pyobjc-framework-CoreSpotlight/setup.py",
        "pyobjc-framework-CoreText/pyproject.toml",
        "pyobjc-framework-CoreText/setup.py",
        "pyobjc-framework-CoreWLAN/pyproject.toml",
        "pyobjc-framework-CoreWLAN/setup.py",
        "pyobjc-framework-CryptoTokenKit/pyproject.toml",
        "pyobjc-framework-CryptoTokenKit/setup.py",
        "pyobjc-framework-DVDPlayback/pyproject.toml",
        "pyobjc-framework-DVDPlayback/setup.py",
        "pyobjc-framework-DataDetection/pyproject.toml",
        "pyobjc-framework-DataDetection/setup.py",
        "pyobjc-framework-DeviceCheck/pyproject.toml",
        "pyobjc-framework-DeviceCheck/setup.py",
        "pyobjc-framework-DeviceDiscoveryExtension/pyproject.toml",
        "pyobjc-framework-DeviceDiscoveryExtension/setup.py",
        "pyobjc-framework-DictionaryServices/pyproject.toml",
        "pyobjc-framework-DictionaryServices/setup.py",
        "pyobjc-framework-DiscRecording/pyproject.toml",
        "pyobjc-framework-DiscRecording/setup.py",
        "pyobjc-framework-DiscRecordingUI/pyproject.toml",
        "pyobjc-framework-DiscRecordingUI/setup.py",
        "pyobjc-framework-DiskArbitration/pyproject.toml",
        "pyobjc-framework-DiskArbitration/setup.py",
        "pyobjc-framework-EventKit/pyproject.toml",
        "pyobjc-framework-EventKit/setup.py",
        "pyobjc-framework-ExceptionHandling/pyproject.toml",
        "pyobjc-framework-ExceptionHandling/setup.py",
        "pyobjc-framework-ExecutionPolicy/pyproject.toml",
        "pyobjc-framework-ExecutionPolicy/setup.py",
        "pyobjc-framework-ExtensionKit/pyproject.toml",
        "pyobjc-framework-ExtensionKit/setup.py",
        "pyobjc-framework-ExternalAccessory/pyproject.toml",
        "pyobjc-framework-ExternalAccessory/setup.py",
        "pyobjc-framework-FSEvents/pyproject.toml",
        "pyobjc-framework-FSEvents/setup.py",
        "pyobjc-framework-FSKit/pyproject.toml",
        "pyobjc-framework-FSKit/setup.py",
        "pyobjc-framework-FileProvider/pyproject.toml",
        "pyobjc-framework-FileProvider/setup.py",
        "pyobjc-framework-FileProviderUI/pyproject.toml",
        "pyobjc-framework-FileProviderUI/setup.py",
        "pyobjc-framework-FinderSync/pyproject.toml",
        "pyobjc-framework-FinderSync/setup.py",
        "pyobjc-framework-GameCenter/pyproject.toml",
        "pyobjc-framework-GameCenter/setup.py",
        "pyobjc-framework-GameController/pyproject.toml",
        "pyobjc-framework-GameController/setup.py",
        "pyobjc-framework-GameKit/pyproject.toml",
        "pyobjc-framework-GameKit/setup.py",
        "pyobjc-framework-GameSave/pyproject.toml",
        "pyobjc-framework-GameSave/setup.py",
        "pyobjc-framework-GameplayKit/pyproject.toml",
        "pyobjc-framework-GameplayKit/setup.py",
        "pyobjc-framework-HealthKit/pyproject.toml",
        "pyobjc-framework-HealthKit/setup.py",
        "pyobjc-framework-IOBluetooth/pyproject.toml",
        "pyobjc-framework-IOBluetooth/setup.py",
        "pyobjc-framework-IOBluetoothUI/pyproject.toml",
        "pyobjc-framework-IOBluetoothUI/setup.py",
        "pyobjc-framework-IOSurface/pyproject.toml",
        "pyobjc-framework-IOSurface/setup.py",
        "pyobjc-framework-ImageCaptureCore/pyproject.toml",
        "pyobjc-framework-ImageCaptureCore/setup.py",
        "pyobjc-framework-InputMethodKit/pyproject.toml",
        "pyobjc-framework-InputMethodKit/setup.py",
        "pyobjc-framework-InstallerPlugins/pyproject.toml",
        "pyobjc-framework-InstallerPlugins/setup.py",
        "pyobjc-framework-InstantMessage/pyproject.toml",
        "pyobjc-framework-InstantMessage/setup.py",
        "pyobjc-framework-Intents/pyproject.toml",
        "pyobjc-framework-Intents/setup.py",
        "pyobjc-framework-IntentsUI/pyproject.toml",
        "pyobjc-framework-IntentsUI/setup.py",
        "pyobjc-framework-KernelManagement/pyproject.toml",
        "pyobjc-framework-KernelManagement/setup.py",
        "pyobjc-framework-LatentSemanticMapping/pyproject.toml",
        "pyobjc-framework-LatentSemanticMapping/setup.py",
        "pyobjc-framework-LaunchServices/pyproject.toml",
        "pyobjc-framework-LaunchServices/setup.py",
        "pyobjc-framework-LinkPresentation/pyproject.toml",
        "pyobjc-framework-LinkPresentation/setup.py",
        "pyobjc-framework-LocalAuthentication/pyproject.toml",
        "pyobjc-framework-LocalAuthentication/setup.py",
        "pyobjc-framework-LocalAuthenticationEmbeddedUI/pyproject.toml",
        "pyobjc-framework-LocalAuthenticationEmbeddedUI/setup.py",
        "pyobjc-framework-MLCompute/pyproject.toml",
        "pyobjc-framework-MLCompute/setup.py",
        "pyobjc-framework-MailKit/pyproject.toml",
        "pyobjc-framework-MailKit/setup.py",
        "pyobjc-framework-MapKit/pyproject.toml",
        "pyobjc-framework-MapKit/setup.py",
        "pyobjc-framework-MediaAccessibility/pyproject.toml",
        "pyobjc-framework-MediaAccessibility/setup.py",
        "pyobjc-framework-MediaExtension/pyproject.toml",
        "pyobjc-framework-MediaExtension/setup.py",
        "pyobjc-framework-MediaLibrary/pyproject.toml",
        "pyobjc-framework-MediaLibrary/setup.py",
        "pyobjc-framework-MediaPlayer/pyproject.toml",
        "pyobjc-framework-MediaPlayer/setup.py",
        "pyobjc-framework-MediaToolbox/pyproject.toml",
        "pyobjc-framework-MediaToolbox/setup.py",
        "pyobjc-framework-Metal/pyproject.toml",
        "pyobjc-framework-Metal/setup.py",
        "pyobjc-framework-MetalFX/pyproject.toml",
        "pyobjc-framework-MetalFX/setup.py",
        "pyobjc-framework-MetalKit/pyproject.toml",
        "pyobjc-framework-MetalKit/setup.py",
        "pyobjc-framework-MetalPerformanceShaders/pyproject.toml",
        "pyobjc-framework-MetalPerformanceShaders/setup.py",
        "pyobjc-framework-MetalPerformanceShadersGraph/pyproject.toml",
        "pyobjc-framework-MetalPerformanceShadersGraph/setup.py",
        "pyobjc-framework-MetricKit/pyproject.toml",
        "pyobjc-framework-MetricKit/setup.py",
        "pyobjc-framework-ModelIO/pyproject.toml",
        "pyobjc-framework-ModelIO/setup.py",
        "pyobjc-framework-MultipeerConnectivity/pyproject.toml",
        "pyobjc-framework-MultipeerConnectivity/setup.py",
        "pyobjc-framework-NaturalLanguage/pyproject.toml",
        "pyobjc-framework-NaturalLanguage/setup.py",
        "pyobjc-framework-NetFS/pyproject.toml",
        "pyobjc-framework-NetFS/setup.py",
        "pyobjc-framework-Network/pyproject.toml",
        "pyobjc-framework-Network/setup.py",
        "pyobjc-framework-NetworkExtension/pyproject.toml",
        "pyobjc-framework-NetworkExtension/setup.py",
        "pyobjc-framework-NotificationCenter/pyproject.toml",
        "pyobjc-framework-NotificationCenter/setup.py",
        "pyobjc-framework-OSAKit/pyproject.toml",
        "pyobjc-framework-OSAKit/setup.py",
        "pyobjc-framework-OSLog/pyproject.toml",
        "pyobjc-framework-OSLog/setup.py",
        "pyobjc-framework-OpenDirectory/pyproject.toml",
        "pyobjc-framework-OpenDirectory/setup.py",
        "pyobjc-framework-PHASE/pyproject.toml",
        "pyobjc-framework-PHASE/setup.py",
        "pyobjc-framework-PassKit/pyproject.toml",
        "pyobjc-framework-PassKit/setup.py",
        "pyobjc-framework-PencilKit/pyproject.toml",
        "pyobjc-framework-PencilKit/setup.py",
        "pyobjc-framework-Photos/pyproject.toml",
        "pyobjc-framework-Photos/setup.py",
        "pyobjc-framework-PhotosUI/pyproject.toml",
        "pyobjc-framework-PhotosUI/setup.py",
        "pyobjc-framework-PreferencePanes/pyproject.toml",
        "pyobjc-framework-PreferencePanes/setup.py",
        "pyobjc-framework-PubSub/pyproject.toml",
        "pyobjc-framework-PubSub/setup.py",
        "pyobjc-framework-PushKit/pyproject.toml",
        "pyobjc-framework-PushKit/setup.py",
        "pyobjc-framework-Quartz/pyproject.toml",
        "pyobjc-framework-Quartz/setup.py",
        "pyobjc-framework-QuickLookThumbnailing/pyproject.toml",
        "pyobjc-framework-QuickLookThumbnailing/setup.py",
        "pyobjc-framework-ReplayKit/pyproject.toml",
        "pyobjc-framework-ReplayKit/setup.py",
        "pyobjc-framework-SafariServices/pyproject.toml",
        "pyobjc-framework-SafariServices/setup.py",
        "pyobjc-framework-SafetyKit/pyproject.toml",
        "pyobjc-framework-SafetyKit/setup.py",
        "pyobjc-framework-SceneKit/pyproject.toml",
        "pyobjc-framework-SceneKit/setup.py",
        "pyobjc-framework-ScreenCaptureKit/pyproject.toml",
        "pyobjc-framework-ScreenCaptureKit/setup.py",
        "pyobjc-framework-ScreenSaver/pyproject.toml",
        "pyobjc-framework-ScreenSaver/setup.py",
        "pyobjc-framework-ScreenTime/pyproject.toml",
        "pyobjc-framework-ScreenTime/setup.py",
        "pyobjc-framework-ScriptingBridge/pyproject.toml",
        "pyobjc-framework-ScriptingBridge/setup.py",
        "pyobjc-framework-SearchKit/pyproject.toml",
        "pyobjc-framework-SearchKit/setup.py",
        "pyobjc-framework-Security/pyproject.toml",
        "pyobjc-framework-Security/setup.py",
        "pyobjc-framework-SecurityFoundation/pyproject.toml",
        "pyobjc-framework-SecurityFoundation/setup.py",
        "pyobjc-framework-SecurityInterface/pyproject.toml",
        "pyobjc-framework-SecurityInterface/setup.py",
        "pyobjc-framework-SecurityUI/pyproject.toml",
        "pyobjc-framework-SecurityUI/setup.py",
        "pyobjc-framework-SensitiveContentAnalysis/pyproject.toml",
        "pyobjc-framework-SensitiveContentAnalysis/setup.py",
        "pyobjc-framework-ServiceManagement/pyproject.toml",
        "pyobjc-framework-ServiceManagement/setup.py",
        "pyobjc-framework-SharedWithYou/pyproject.toml",
        "pyobjc-framework-SharedWithYou/setup.py",
        "pyobjc-framework-SharedWithYouCore/pyproject.toml",
        "pyobjc-framework-SharedWithYouCore/setup.py",
        "pyobjc-framework-ShazamKit/pyproject.toml",
        "pyobjc-framework-ShazamKit/setup.py",
        "pyobjc-framework-Social/pyproject.toml",
        "pyobjc-framework-Social/setup.py",
        "pyobjc-framework-SoundAnalysis/pyproject.toml",
        "pyobjc-framework-SoundAnalysis/setup.py",
        "pyobjc-framework-Speech/pyproject.toml",
        "pyobjc-framework-Speech/setup.py",
        "pyobjc-framework-SpriteKit/pyproject.toml",
        "pyobjc-framework-SpriteKit/setup.py",
        "pyobjc-framework-StoreKit/pyproject.toml",
        "pyobjc-framework-StoreKit/setup.py",
        "pyobjc-framework-Symbols/pyproject.toml",
        "pyobjc-framework-Symbols/setup.py",
        "pyobjc-framework-SyncServices/pyproject.toml",
        "pyobjc-framework-SyncServices/setup.py",
        "pyobjc-framework-SystemConfiguration/pyproject.toml",
        "pyobjc-framework-SystemConfiguration/setup.py",
        "pyobjc-framework-SystemExtensions/pyproject.toml",
        "pyobjc-framework-SystemExtensions/setup.py",
        "pyobjc-framework-ThreadNetwork/pyproject.toml",
        "pyobjc-framework-ThreadNetwork/setup.py",
        "pyobjc-framework-UniformTypeIdentifiers/pyproject.toml",
        "pyobjc-framework-UniformTypeIdentifiers/setup.py",
        "pyobjc-framework-UserNotifications/pyproject.toml",
        "pyobjc-framework-UserNotifications/setup.py",
        "pyobjc-framework-UserNotificationsUI/pyproject.toml",
        "pyobjc-framework-UserNotificationsUI/setup.py",
        "pyobjc-framework-VideoSubscriberAccount/pyproject.toml",
        "pyobjc-framework-VideoSubscriberAccount/setup.py",
        "pyobjc-framework-VideoToolbox/pyproject.toml",
        "pyobjc-framework-VideoToolbox/setup.py",
        "pyobjc-framework-Virtualization/pyproject.toml",
        "pyobjc-framework-Virtualization/setup.py",
        "pyobjc-framework-Vision/pyproject.toml",
        "pyobjc-framework-Vision/setup.py",
        "pyobjc-framework-WebKit/pyproject.toml",
        "pyobjc-framework-WebKit/setup.py",
        "pyobjc-framework-iTunesLibrary/pyproject.toml",
        "pyobjc-framework-iTunesLibrary/setup.py",
        "pyobjc-framework-libdispatch/pyproject.toml",
        "pyobjc-framework-libdispatch/setup.py",
        "pyobjc-framework-libxpc/pyproject.toml",
        "pyobjc-framework-libxpc/setup.py",
        "pyobjc/setup.py"
      ],
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "setuptools",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "shibuya",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-copybutton",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-datatables",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-design",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-docsearch",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-reredirects",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-sitemap",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-tabs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-togglebutton",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-blockdiag",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-mermaid",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-spelling",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxext-opengraph",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlargument-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlargumentencoder-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlblitcommandencoder-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlbuffer-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlcapturemanager-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlcapturescope-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlcommandbuffer-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlcommandencoder-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlcomputecommandencoder-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlcomputepipeline-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlcounters-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtldepthstencil-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtldevice-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtldrawable-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlevent-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlfence-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlheap-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlindirectcommandbuffer-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlindirectcommandencoder-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtllibrary-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlparallelrendercommandencoder-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlpipeline-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlpixelformat-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "test-mtlrendercommandencoder-py",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 39,
        "direct_count": 0,
        "indirect_count": 39
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 2,
        "merged_prs": 20,
        "open_issues": 80,
        "closed_ratio": 0.875,
        "closed_issues": 562,
        "closed_unmerged_prs": 11
      },
      "bus_factor": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "ronaldoussoren",
          "commits": 5027,
          "avatar_url": "https://avatars.githubusercontent.com/u/713966?v=4"
        },
        {
          "type": "User",
          "login": "etrepum",
          "commits": 486,
          "avatar_url": "https://avatars.githubusercontent.com/u/26596?v=4"
        },
        {
          "type": "User",
          "login": "bbum",
          "commits": 187,
          "avatar_url": "https://avatars.githubusercontent.com/u/2791?v=4"
        },
        {
          "type": "User",
          "login": "justvanrossum",
          "commits": 136,
          "avatar_url": "https://avatars.githubusercontent.com/u/4246121?u=7fa60fa8fcf3c000b3acef1ca3331bc8109c1b71&v=4"
        },
        {
          "type": "User",
          "login": "maxbelanger",
          "commits": 9,
          "avatar_url": "https://avatars.githubusercontent.com/u/79831?v=4"
        },
        {
          "type": "User",
          "login": "jackjansen",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/4665100?v=4"
        },
        {
          "type": "User",
          "login": "dlitz",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/99377?u=b5610d2f3b1ad8bef36583a91ec4480e51a08965&v=4"
        },
        {
          "type": "User",
          "login": "BoboTiG",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/2033598?u=36adb68f147b377c5b9c2d12350401040d1d8201&v=4"
        },
        {
          "type": "User",
          "login": "lelit",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/412797?v=4"
        },
        {
          "type": "User",
          "login": "mansourmoufid",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/10801249?u=fc08e1bf75015cee03839ff1516164612dfffc5f&v=4"
        }
      ],
      "contributors_sampled": 30,
      "top_contributor_share": 0.855
    },
    "quality_signals": {
      "has_ci": false,
      "has_tests": true,
      "ci_workflows": [],
      "has_docs_dir": true,
      "linter_configs": [
        ".flake8"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 2 merged PRs checked by a CI test -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 2/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 10 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": null,
            "reason": "no workflows found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 0,
            "reason": "license file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": null,
            "reason": "no dependencies found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": null,
            "reason": "No tokens found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 9,
            "reason": "1 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "cb525f3e7f433c851b68725dea54bc70d35681b8",
        "ran_at": "2026-07-18T13:30:11Z",
        "aggregate_score": 3.8,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/ronaldoussoren/pyobjc",
    "host": "github.com",
    "name": "pyobjc",
    "owner": "ronaldoussoren"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 65,
      "inputs": {
        "security": 38,
        "vitality": 90,
        "community": 61,
        "governance": 62,
        "engineering": 66
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 90,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "commits_last_year": 223,
              "human_commit_share": null,
              "days_since_last_push": 0,
              "active_weeks_last_year": 35
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "35/52 weeks with commits",
                "points": 24.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 35
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "223 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 223
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "releases_count": 49,
              "latest_release_tag": "v12.2.1",
              "releases_from_tags": false,
              "days_since_latest_release": 28,
              "mean_days_between_releases": 83.6
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "49 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 49
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 28 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 28
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~83.6 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 83.6
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 61,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "forks": 65,
              "stars": 798,
              "watchers": 10,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "798 stars",
                "points": 47.1,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 798
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "65 forks",
                "points": 15.1,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 65
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "10 watchers",
                "points": 5.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": true,
              "has_license": false,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "no license file detected",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "license_absent",
                    "params": {}
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "packages": [
                "pyobjc-framework-ARKit",
                "pyobjc-framework-AVFoundation",
                "pyobjc-framework-AVKit",
                "pyobjc-framework-AVRouting",
                "pyobjc-framework-Accessibility",
                "pyobjc-framework-Accounts",
                "pyobjc-framework-AdServices",
                "pyobjc-framework-AdSupport"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 1245580
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "1,245,580 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 1245580,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 62,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 36,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 30,
              "top_contributor_share": 0.855
            },
            "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 86% of commits",
                "points": 3.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 86
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "30 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 30
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 10 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "merged_prs": 20,
              "open_issues": 80,
              "closed_issues": 562,
              "issue_closed_ratio": 0.875,
              "closed_unmerged_prs": 11
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "88% of issues closed",
                "points": 40.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 88
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "20/31 decided PRs merged",
                "points": 24.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 20,
                      "decided": 31
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 2/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "followers": 150,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "ronaldoussoren",
              "public_repos": 25,
              "account_age_days": 5581
            },
            "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": "150 followers of ronaldoussoren",
                "points": 15.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 150,
                      "login": "ronaldoussoren"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "25 public repos, account ~15 yr old",
                "points": 22.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 25
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 15
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "pyobjc-framework-ARKit",
                "pyobjc-framework-AVFoundation",
                "pyobjc-framework-AVKit",
                "pyobjc-framework-AVRouting",
                "pyobjc-framework-Accessibility",
                "pyobjc-framework-Accounts",
                "pyobjc-framework-AdServices",
                "pyobjc-framework-AdSupport"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 28
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "8 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 8,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 28 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 28
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "63 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 63
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 66,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_ci": false,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": ".flake8",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 2 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "python",
                "objective-c",
                "macos"
              ],
              "has_wiki": false,
              "homepage": "https://pyobjc.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://pyobjc.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": "3 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 38,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 38,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 13,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 5,
              "scorecard_aggregate": 3.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 2 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 2/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 10 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 9
            },
            "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": 53,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "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": "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, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance",
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 86,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile",
                "pyobjc-core/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                ".mypy.ini"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile, pyobjc-core/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/Makefile, pyobjc-core/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": ".flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": ".mypy.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".mypy.ini"
                    }
                  }
                ],
                "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": "no dependencies found",
                "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": {
              "primary_language": "Python",
              "largest_source_bytes": 2870222,
              "source_files_sampled": 5145,
              "oversized_source_files": 51
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (.mypy.ini)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": ".mypy.ini",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "51/5145 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 5145,
                      "oversized": 51
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-18T13:30:35.074769Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/ronaldoussoren/pyobjc.svg",
  "full_name": "ronaldoussoren/pyobjc",
  "license_state": "absent",
  "license_spdx": null
}

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 v0.12.0—— 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.