公开记录良好
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 01:43 UTC
zeromq / pyzmq
PyZMQ: Python bindings for zeromq
zeromq/pyzmq 的健康指数为 100 分中的 82 分，处于「良好」区间。 其得分最高的类别是Engineering Quality（91/100），最低的是AI Readiness（65/100）。 最近一次更新在 3 天前。 近期的大部分工作由 1 位贡献者完成。
82
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
82
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | pyzmq | 27.1.0 | 102,770,838 | 106 | 316 天前 |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
82
开发活跃度
84良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 3 天前 |
| 20.1/36 | 提交节奏 — 52 周中有 29 周有提交 |
| 18/18 | 提交量 — 最近一年 121 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 26 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 121 |
| human_commit_share | 0.77 |
| days_since_last_push | 3 |
| active_weeks_last_year | 29 |
发布纪律
78良好
评分方式
| 27/27 | 有发布版本 — 已发布 25 个发布版本 |
| 16.2/36 | 发布时效 — 最近一次发布版本于 316 天前 |
| 27/27 | 发布节奏 — 约每 44.5 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 25 |
| latest_release_tag | v27.1.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 316 |
| mean_days_between_releases | 44.5 |
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？
89
流行度与采用
93优秀
评分方式
| 58.7/60 | 星标 — 4,157 个星标 |
| 23.5/25 | 复刻 — 668 个复刻 |
| 11.1/15 | 关注者 — 100 位关注者 |
所用输入
| forks | 668 |
| stars | 4,157 |
| watchers | 100 |
| growth_state | organic |
| growth_factor_pct | 100 |
社区健康
77良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（BSD-3-Clause） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 是 |
生态采用（下载量）
100优秀
评分方式
| 80/80 | 月度下载量 — pypi 合计每月 102,770,838 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | pyzmq |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 102,770,838 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
71
维护者韧性（巴士系数）
36存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 3.2/22.5 | 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 — 98 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 70 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 98 |
| top_contributor_share | 0.857 |
议题与 PR 响应能力
90优秀
评分方式
| 44.6/46.8 | 议题解决 — 96% 的议题已关闭 |
| 33.9/38.3 | PR 接受 — 已裁定的 PR 中 969/1,093 已合并 |
| 12/15 | OpenSSF Scorecard：Code-Review — Found 5/6 approved changesets -- score normalized to 8 |
所用输入
| merged_prs | 969 |
| open_issues | 49 |
| closed_issues | 1,029 |
| issue_closed_ratio | 0.955 |
| closed_unmerged_prs | 124 |
所有权与托管责任
78良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 22.6/25 | 所有者影响力 — zeromq 有 1,400 位关注者 |
| 25/25 | 既往记录 — 87 个公开仓库，账户约 16 年 |
所用输入
| followers | 1,400 |
| owner_type | Organization |
| is_verified | — |
| owner_login | zeromq |
| public_repos | 87 |
| account_age_days | 6,201 |
软件包维护
91优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 26/35 | 发布时效 — 最近一次发布于 316 天前 |
| 20/20 | 版本历史 — 106 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | pyzmq |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 316 |
工程质量
基础的工程与文档实践是否到位？
91
工程实践
92优秀
评分方式
| 24/24 | CI 工作流 — 3 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .flake8 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard：CI-Tests — 13 out of 14 merged PRs checked by a CI test -- score normalized to 9 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — http://zguide.zeromq.org/py:all |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 3 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | cython, python, zeromq |
| has_wiki | 否 |
| homepage | http://zguide.zeromq.org/py:all |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
80
安全态势
80良好
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 13 out of 14 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6/7.5 | Code-Review — Found 5/6 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 70 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 5/5 | Fuzzing — project is fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 26 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 8.1 |
已排除计分（无数据或不适用）：signed_releases。 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。
65
AI 代理上下文与指引
48存在风险
评分方式
| 18/45 | 代理指令 — AGENTS.md（占位文件） |
| 0/15 | 机器可读文档（llms.txt） |
| 30.5/40 | 可读的提交历史 — 77 次人类提交中有 44 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.571 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 170 |
评分方式
| 18/18 | 一条命令的引导启动 — docs/Makefile, perf/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — .flake8 |
| 11/11 | 静态类型检查 — mypy.ini, zmq/py.typed |
| 10/10 | 可复现环境 — Dockerfile |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 16 次为自动依赖更新 |
| 1/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | docs/Makefile, perf/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | mypy.ini, zmq/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.16 |
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（mypy.ini, zmq/py.typed） |
| 54.7/55 | 可控的文件大小 — 采样的 177 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 62,424 |
| source_files_sampled | 177 |
| oversized_source_files | 1 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, notebooks |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
4,157GitHub 星标
98贡献者
121最近 12 个月提交数
3距最近推送天数
25发布版本数
1巴士系数（bus factor）
49开放议题
PyPI软件包生态系统数
数据采集警告
- No resolved dependencies carried a version and a supported ecosystem
更多细节
Star 与 Fork 历史 4,157 ★ / 668 ⇿
4,157Star
668Fork
25发布
每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。
仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。
主版本 3次版本 7修订 9
每个点涵盖 16 天。
OpenSSF Scorecard 8.1 / 10
8.1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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 13 out of 14 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 8 | Code-Review | Found 5/6 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 70 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 10 | Fuzzing | project is fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 26 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 1
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | cffi | — | pyproject.toml |
全部依赖 24
来自 GitHub 依赖图的完整解析依赖集合：1 个直接依赖与 23 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| PyPI | cffi | — | 直接 |
| PyPI | abi3audit | — | 间接 |
| PyPI | black | — | 间接 |
| PyPI | cibuildwheel | — | 间接 |
| PyPI | codecov | — | 间接 |
| PyPI | coverage | — | 间接 |
| PyPI | cython | — | 间接 |
| PyPI | delvewheel | — | 间接 |
| PyPI | enum-tools | — | 间接 |
| PyPI | flake8 | — | 间接 |
| PyPI | gevent | — | 间接 |
| PyPI | myst-parser | — | 间接 |
| PyPI | pydata-sphinx-theme | — | 间接 |
| PyPI | pygments | — | 间接 |
| PyPI | pymongo | — | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest-asyncio | — | 间接 |
| PyPI | pytest-cov | — | 间接 |
| PyPI | pytest-rerunfailures | — | 间接 |
| PyPI | scikit-build-core | — | 间接 |
| PyPI | setuptools | — | 间接 |
| PyPI | sphinx | — | 间接 |
| PyPI | sphinx | 8.* | 间接 |
| PyPI | tornado | — | 间接 |
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies carried a version and a supported ecosystem
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"cython",
"python",
"zeromq"
],
"is_fork": false,
"size_kb": 6957,
"has_wiki": false,
"homepage": "http://zguide.zeromq.org/py:all",
"languages": {
"C": 9595,
"CMake": 30623,
"Shell": 2602,
"Cython": 16064,
"Python": 637095,
"Makefile": 2418,
"Dockerfile": 185,
"Jupyter Notebook": 35487
},
"pushed_at": "2026-07-18T21:45:41Z",
"created_at": "2010-07-21T07:20:37Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T18:14:21Z",
"description": "PyZMQ: Python bindings for zeromq",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-3-Clause",
"default_branch": "main",
"license_spdx_raw": "BSD-3-Clause",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "http://www.zeromq.org/",
"name": "The ZeroMQ project",
"type": "Organization",
"login": "zeromq",
"company": null,
"location": null,
"followers": 1400,
"avatar_url": "https://avatars.githubusercontent.com/u/109777?v=4",
"created_at": "2009-07-29T08:53:02Z",
"is_verified": null,
"public_repos": 87,
"account_age_days": 6201
},
"license": {
"state": "standard",
"spdx_id": "BSD-3-Clause",
"raw_spdx": "BSD-3-Clause",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v27.1.0",
"kind": "minor",
"published_at": "2025-09-08T22:54:45Z"
},
{
"tag": "v27.0.2",
"kind": "patch",
"published_at": "2025-08-21T04:10:43Z"
},
{
"tag": "v27.0.1",
"kind": "patch",
"published_at": "2025-08-03T04:45:42Z"
},
{
"tag": "v27.0.0",
"kind": "major",
"published_at": "2025-06-13T13:56:37Z"
},
{
"tag": "v26.4.0",
"kind": "minor",
"published_at": "2025-04-04T11:53:00Z"
},
{
"tag": "v26.3.0",
"kind": "minor",
"published_at": "2025-03-12T07:50:48Z"
},
{
"tag": "v26.2.1",
"kind": "patch",
"published_at": "2025-01-30T11:22:37Z"
},
{
"tag": "v26.2.0",
"kind": "minor",
"published_at": "2024-08-22T08:46:41Z"
},
{
"tag": "v26.1.1",
"kind": "patch",
"published_at": "2024-08-19T07:07:30Z"
},
{
"tag": "v26.1.0",
"kind": "minor",
"published_at": "2024-08-04T06:29:48Z"
},
{
"tag": "v26.0.3",
"kind": "patch",
"published_at": "2024-05-01T15:17:57Z"
},
{
"tag": "v26.0.2",
"kind": "patch",
"published_at": "2024-04-19T17:59:13Z"
},
{
"tag": "v26.0.1",
"kind": "patch",
"published_at": "2024-04-19T09:13:23Z"
},
{
"tag": "v26.0.0",
"kind": "major",
"published_at": "2024-04-15T08:41:17Z"
},
{
"tag": "v26.0.0b2",
"kind": "other",
"published_at": "2024-03-06T15:10:40Z"
},
{
"tag": "v26.0.0b1",
"kind": "other",
"published_at": "2024-02-27T14:25:13Z"
},
{
"tag": "v26.0.0a6",
"kind": "other",
"published_at": "2024-02-23T13:35:21Z"
},
{
"tag": "v26.0.0a5",
"kind": "other",
"published_at": "2024-02-21T16:26:40Z"
},
{
"tag": "v26.0.0a4",
"kind": "other",
"published_at": "2024-02-19T13:01:04Z"
},
{
"tag": "v26.0.0a3",
"kind": "other",
"published_at": "2024-02-19T11:46:54Z"
},
{
"tag": "v14.1.1",
"kind": "patch",
"published_at": "2014-03-19T01:01:14Z"
},
{
"tag": "v14.1.0",
"kind": "minor",
"published_at": "2014-03-12T05:21:33Z"
},
{
"tag": "v14.0.1",
"kind": "patch",
"published_at": "2013-11-27T20:17:54Z"
},
{
"tag": "v14.0.0",
"kind": "major",
"published_at": "2013-10-28T23:25:56Z"
},
{
"tag": "v13.1.0",
"kind": "minor",
"published_at": "2013-09-16T23:43:17Z"
}
],
"recent_commits": [
{
"oid": "7bcbcbdf05422dbc5c43083a79e70d707eda66d4",
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"headline": "Merge pull request #2192 from zeromq/dependabot/github_actions/action…",
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"body": "that means arm on mac, usually",
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"body": "since it's way more expensive",
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"headline": "make sure to package license in wheel",
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"headline": "Merge pull request #2160 from zeromq/dependabot/github_actions/action…",
"author_name": "Min RK",
"author_login": "minrk",
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"body": "The QEMU setup step was added but the actual matrix entry was missing,\nso no riscv64 wheels were being built.\n\nSigned-off-by: Bruno Verachten <gounthar@gmail.com>",
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"headline": "fix: add missing manylinux-riscv64 matrix entry",
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"body": "it should get it from pyproject (I think)",
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"headline": "don't need python version in mypy.ini",
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"author_login": "minrk",
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"headline": "apply formatters for Python 3.9",
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"body": null,
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"headline": "require Python 3.9, update license metadata",
"author_name": "Min RK",
"author_login": "minrk",
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"body": "[pre-commit.ci] pre-commit autoupdate",
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"headline": "Merge pull request #2158 from zeromq/pre-commit-ci-update-config",
"author_name": "Min RK",
"author_login": "minrk",
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"is_bot": false,
"headline": "Merge pull request #2162 from zeromq/dependabot/pip/tools/cibuildwhee…",
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"author_name": "Bruno Verachten",
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"is_bot": true,
"headline": "Update cibuildwheel requirement from ==3.3.* to ==3.4.* in /tools",
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"body": "updates:\n- [github.com/astral-sh/ruff-pre-commit: v0.14.10 → v0.15.4](https://github.com/astral-sh/ruff-pre-commit/compare/v0.14.10...v0.15.4)",
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"headline": "[pre-commit.ci] pre-commit autoupdate",
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{
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"body": "Bumps the actions group with 2 updates: [actions/upload-artifact](https://github.com/actions/upload-artifact) and [actions/download-artifact](https://github.com/actions/download-artifact).\n\n\nUpdates `actions/upload-artifact` from 6 to 7\n- [Release notes](https://github.com/actions/upload-artifact/re\n[…]\n-artifact\n dependency-version: '8'\n dependency-type: direct:production\n update-type: version-update:semver-major\n dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump the actions group with 2 updates",
"author_name": "dependabot[bot]",
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{
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"is_bot": false,
"headline": "fix dependabot group even more",
"author_name": "Min RK",
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"committed_at": "2026-01-30T21:58:30Z",
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"body": null,
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"headline": "fix dependabot group",
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"author_login": "minrk",
"committed_at": "2026-01-30T21:57:44Z",
"body_truncated": false,
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"body": "…eq-1.12.star\n\nUpdate delvewheel requirement from ==1.11.* to ==1.12.* in /tools",
"is_bot": false,
"headline": "Merge pull request #2156 from zeromq/dependabot/pip/tools/delvewheel-…",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2026-01-26T17:23:17Z",
"body_truncated": false,
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"body": "Updates the requirements on [delvewheel](https://github.com/adang1345/delvewheel) to permit the latest version.\n- [Changelog](https://github.com/adang1345/delvewheel/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/adang1345/delvewheel/commits)\n\n---\nupdated-dependencies:\n- dependency-name: delvewheel\n dependency-version: 1.12.0\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Update delvewheel requirement from ==1.11.* to ==1.12.* in /tools",
"author_name": "dependabot[bot]",
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"body_truncated": false,
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"oid": "35fb76597418a640b7ad98f478219b5bc5c197aa",
"body": "Use enum types on global constants",
"is_bot": false,
"headline": "Merge pull request #2155 from jbdyn/fix-types-of-global-constants",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2026-01-23T22:40:39Z",
"body_truncated": false,
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{
"oid": "aa51a533f46f9e6c6c342689302363b1ed744011",
"body": "…s/download-artifact-7\n\nBump actions/download-artifact from 5 to 7",
"is_bot": false,
"headline": "Merge pull request #2148 from zeromq/dependabot/github_actions/action…",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2026-01-21T21:28:48Z",
"body_truncated": false,
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{
"oid": "5ba83afddda67903c11ad0600ab8151d474e2e3c",
"body": "Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 5 to 7.\n- [Release notes](https://github.com/actions/download-artifact/releases)\n- [Commits](https://github.com/actions/download-artifact/compare/v5...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/download-artifact\n dependency-version: '7'\n dependency-type: direct:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump actions/download-artifact from 5 to 7",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-21T20:03:14Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "group github actions in dependabot",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2026-01-21T19:59:53Z",
"body_truncated": false,
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{
"oid": "2d05d26b62533164268fa35e1f8a26258e66c223",
"body": "…l-eq-3.3.star\n\nUpdate cibuildwheel requirement from ==3.1.* to ==3.3.* in /tools",
"is_bot": false,
"headline": "Merge pull request #2145 from zeromq/dependabot/pip/tools/cibuildwhee…",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2026-01-21T19:57:40Z",
"body_truncated": false,
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{
"oid": "b9b8ac9fa3719f81fd8d6ed39b686ae5218bf2c5",
"body": null,
"is_bot": false,
"headline": "split mac pypy arm, x86",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2026-01-21T19:38:28Z",
"body_truncated": false,
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},
{
"oid": "f958a3129094d7e3dcf1ab924493ab370adb1631",
"body": null,
"is_bot": false,
"headline": "build pypy on macos-14",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2026-01-21T19:26:04Z",
"body_truncated": false,
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},
{
"oid": "cbe7305ec01baafacce8e8861a47f0787f6648f8",
"body": "…s/checkout-6\n\nBump actions/checkout from 4 to 6",
"is_bot": false,
"headline": "Merge pull request #2149 from zeromq/dependabot/github_actions/action…",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2026-01-20T04:46:48Z",
"body_truncated": false,
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{
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"body": "…s/upload-artifact-6\n\nBump actions/upload-artifact from 4 to 6",
"is_bot": false,
"headline": "Merge pull request #2150 from zeromq/dependabot/github_actions/action…",
"author_name": "Min RK",
"author_login": "minrk",
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"body_truncated": false,
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{
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"body": "[pre-commit.ci] pre-commit autoupdate",
"is_bot": false,
"headline": "Merge pull request #2151 from zeromq/pre-commit-ci-update-config",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2026-01-20T04:46:23Z",
"body_truncated": false,
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{
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"body": null,
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"headline": "Change type of enum member from `int` to its enum class name",
"author_name": "Jakob Zahn",
"author_login": "jbdyn",
"committed_at": "2026-01-16T16:01:18Z",
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{
"oid": "6112dffe6dd57cf1c03a64cff520b74f5ccb43bb",
"body": "updates:\n- [github.com/astral-sh/ruff-pre-commit: v0.14.7 → v0.14.10](https://github.com/astral-sh/ruff-pre-commit/compare/v0.14.7...v0.14.10)\n- [github.com/pre-commit/mirrors-mypy: v1.19.0 → v1.19.1](https://github.com/pre-commit/mirrors-mypy/compare/v1.19.0...v1.19.1)",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2026-01-05T17:10:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e46f949aec87b0388d5018c72b6b857d8c58147e",
"body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4 to 6.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/v4...v6)\n\n---\nupdated-dependencies:\n- dependency-name: actions/upload-artifact\n dependency-version: '6'\n dependency-type: direct:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump actions/upload-artifact from 4 to 6",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
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"body_truncated": false,
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{
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"body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 6.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v4...v6)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n dependency-version: '6'\n dependency-type: direct:production\n update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump actions/checkout from 4 to 6",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-01-01T14:02:14Z",
"body_truncated": true,
"is_coding_agent": false
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{
"oid": "f8b051b0ed7f1170918014610e2fe3a606509c6b",
"body": "[pre-commit.ci] pre-commit autoupdate",
"is_bot": false,
"headline": "Merge pull request #2143 from zeromq/pre-commit-ci-update-config",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2025-12-05T17:08:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "753911a8b49d3f6d24fdeaee3bbee2a83d84d624",
"body": "updates:\n- [github.com/executablebooks/mdformat: 0.7.22 → 1.0.0](https://github.com/executablebooks/mdformat/compare/0.7.22...1.0.0)\n- [github.com/astral-sh/ruff-pre-commit: v0.13.3 → v0.14.7](https://github.com/astral-sh/ruff-pre-commit/compare/v0.13.3...v0.14.7)\n- [github.com/pre-commit/mirrors-mypy: v1.18.2 → v1.19.0](https://github.com/pre-commit/mirrors-mypy/compare/v1.18.2...v1.19.0)",
"is_bot": true,
"headline": "[pre-commit.ci] pre-commit autoupdate",
"author_name": "pre-commit-ci[bot]",
"author_login": "pre-commit-ci[bot]",
"committed_at": "2025-12-01T17:16:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4789f7f1312910ee934d7ec84e930dccfeaefa1b",
"body": "Updates the requirements on [cibuildwheel](https://github.com/pypa/cibuildwheel) to permit the latest version.\n- [Release notes](https://github.com/pypa/cibuildwheel/releases)\n- [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md)\n- [Commits](https://github.com/pypa/cibuildw\n[…]\nompare/v3.1...v3.3)\n\n---\nupdated-dependencies:\n- dependency-name: cibuildwheel\n dependency-version: 3.3.0\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Update cibuildwheel requirement from ==3.1.* to ==3.3.* in /tools",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2025-11-17T14:27:05Z",
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{
"oid": "6012987aaf389280938b2af3044eb6582edfb734",
"body": "python -m pip install",
"is_bot": false,
"headline": "Merge pull request #2140 from minrk/pip-upgrade",
"author_name": "Min RK",
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"body_truncated": false,
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},
{
"oid": "000f5333c06b2ee6954b819264f8dc3022f7d423",
"body": "…s/setup-python-6\n\nBump actions/setup-python from 5 to 6",
"is_bot": false,
"headline": "Merge pull request #2132 from zeromq/dependabot/github_actions/action…",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2025-11-01T04:58:12Z",
"body_truncated": false,
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{
"oid": "e7e63a734dc070350db7b8a29b08e8d589ba99eb",
"body": "…s/download-artifact-5\n\nBump actions/download-artifact from 4 to 5",
"is_bot": false,
"headline": "Merge pull request #2130 from zeromq/dependabot/github_actions/action…",
"author_name": "Min RK",
"author_login": "minrk",
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"headline": "python -m pip install",
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{
"oid": "b184fed8b6525da5d9234b470800af9a72565b1c",
"body": null,
"is_bot": false,
"headline": "Merge pull request #2134 from zeromq/pre-commit-ci-update-config",
"author_name": "Min RK",
"author_login": "minrk",
"committed_at": "2025-10-06T17:45:39Z",
"body_truncated": false,
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"value": 80,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "good",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 80,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 8.1
},
"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": "13 out of 14 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"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 5/6 approved changesets -- score normalized to 8",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 70 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is fuzzed",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "26 commit(s) and 4 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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 0.5,
"status": "partial",
"details": [],
"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 detected",
"points": 5,
"status": "met",
"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": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "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": 22
},
"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": 65,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 48,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.571,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 170
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md (stub)",
"points": 18,
"status": "partial",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md"
}
},
{
"code": "agent_instructions_stub",
"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": "44 of 77 human commits state their intent (structured subject or explanatory body)",
"points": 30.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 44,
"sampled": 77
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"docs/Makefile",
"perf/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
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"zmq/py.typed"
],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.16
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/Makefile, perf/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/Makefile, perf/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, zmq/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "mypy.ini, zmq/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "16 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 16,
"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
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"largest_source_bytes": 62424,
"source_files_sampled": 177,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (mypy.ini, zmq/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "mypy.ini, zmq/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/177 source files over 60KB",
"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 177,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"notebooks"
],
"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",
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"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
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}
],
"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": [
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],
"report_type": "repository",
"generated_at": "2026-07-22T01:43:15.604226Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/z/zeromq/pyzmq.svg",
"full_name": "zeromq/pyzmq",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}