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

hardbyte / python-can

The can package provides controller area network support for Python developers

PythonLGPL-3.0★ 1,578 星标⑂ 690 复刻始于 2016年9月在 GitHub 上查看 ↗

hardbyte/python-can 的健康指数为 100 分中的 74 分,处于「良好」区间。 其得分最高的类别是Community & Adoption(82/100),最低的是AI Readiness(54/100)。 最近一次更新在 27 天前。 近期的大部分工作由 2 位贡献者完成。

74
总分 / 100
良好

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。

74
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

Brian Thorne个人账户
211 关注者105 个公开仓库始于 2011年6月Hardbyte

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
PyPIpython-can4.6.1-74350 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?

67中等 · 占总体的 22%
评分方式
28.8/36推送新近度 — 最近一次推送于 27 天前
13.8/36提交节奏 — 52 周中有 20 周有提交
15.3/18提交量 — 最近一年 49 次提交
7/10OpenSSF Scorecard:Maintained — 6 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 7
所用输入
commits_last_year49
human_commit_share0.85
days_since_last_push27
active_weeks_last_year20

发布纪律

70良好
评分方式
27/27有发布版本 — 已发布 47 个发布版本
16.2/36发布时效 — 最近一次发布版本于 350 天前
19.8/27发布节奏 — 约每 70.5 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count47
latest_release_tagv4.6.1
releases_from_tags
days_since_latest_release350
mean_days_between_releases70.5
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?

82良好 · 占总体的 18%
评分方式
51.9/60星标 — 1,578 个星标
23.7/25复刻 — 690 个复刻
10.5/15关注者 — 78 位关注者
所用输入
forks690
stars1,578
watchers78
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(LGPL-3.0)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

73良好 · 占总体的 24%
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
13.9/22.5提交分布 — 头号贡献者编写了 38% 的提交
13.5/13.5贡献者广度 — 98 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 32 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled98
top_contributor_share0.381
评分方式
35.6/46.8议题解决 — 76% 的议题已关闭
33.3/38.3PR 接受 — 已裁定的 PR 中 907/1,042 已合并
9/15OpenSSF Scorecard:Code-Review — Found 13/19 approved changesets -- score normalized to 6
所用输入
merged_prs907
open_issues225
closed_issues720
issue_closed_ratio0.762
closed_unmerged_prs135
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
16.7/25所有者影响力 — hardbyte 有 211 位关注者
25/25既往记录 — 105 个公开仓库,账户约 15 年
所用输入
followers211
owner_typeUser
is_verified
owner_loginhardbyte
public_repos105
account_age_days5,520
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
26/35发布时效 — 最近一次发布于 350 天前
20/20版本历史 — 74 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
packagespython-can
ecosystemspypi
any_deprecated
min_days_since_publish350

工程质量

基础的工程与文档实践是否到位?

80良好 · 占总体的 20%

工程实践

74良好
评分方式
24/24CI 工作流 — 1 个工作流
24/24存在测试
16/16Linter 配置 — tox.ini
0/9.6Pre-commit 钩子
0/6.4.editorconfig
10/20OpenSSF Scorecard:CI-Tests — 15 out of 30 merged PRs checked by a CI test -- score normalized to 5
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://python-can.readthedocs.io
10/10仓库描述
10/10主题标签 — 2 个主题标签
0/10Wiki
所用输入
topicscan-bus, python
has_wiki
homepagehttps://python-can.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?

69中等 · 占总体的 16%

安全态势

61中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
1.2/2.5CI-Tests — 15 out of 30 merged PRs checked by a CI test -- score normalized to 5
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
4.5/7.5Code-Review — Found 13/19 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 32 contributing companies or organizations
0/10Dangerous-Workflow — 无数据
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
5.2/7.5Maintained — 6 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 7
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate6.2
已排除计分(无数据或不适用):branch_protection, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages3
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:python-can@4.6.1 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 3 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

54中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 85 次人类提交中有 82 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.965
agent_instruction_files
agent_instruction_max_bytes
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置 — tox.ini
11/11静态类型检查 — can/py.typed
0/10可复现环境
2/10已体现的代理实践 — 最近 100 次提交中有 1 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 15 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — 无数据
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configscan/py.typed
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0.15
已排除计分(无数据或不适用):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(can/py.typed)
55/55可控的文件大小 — 采样的 155 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes52,418
source_files_sampled155
oversized_source_files0

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

1,578GitHub 星标
98贡献者
49最近 12 个月提交数
27距最近推送天数
47发布版本数
2巴士系数(bus factor)
225开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

更多细节

Star 与 Fork 历史 0 ★ / 690 ⇿
0Star
690Fork
47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。

012525037550062575066772016-102021-092026-07
主版本 3次版本 11修订 12

每个点涵盖 9 天。

OpenSSF Scorecard 6.2 / 10
6.2综合

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

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
5CI-Tests15 out of 30 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 13/19 approved changesets -- score normalized to 6
10Contributorsproject has 32 contributing companies or organizations
不适用Dangerous-Workflowno workflows found
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
7Maintained6 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 7
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
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 3
注册表软件包版本约束清单文件
PyPIwrapt>= 1.10, < 3pyproject.toml
PyPIpackaging>= 23.1pyproject.toml
PyPItyping_extensions>=3.10.0.0pyproject.toml
全部依赖 33

来自 GitHub 依赖图的完整解析依赖集合:3 个直接依赖与 30 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
PyPIpackaging直接
PyPItyping-extensions直接
PyPIwrapt直接
PyPIasammdf间接
PyPIblack间接
PyPIcanalystii间接
PyPIcantact间接
PyPIcoverage间接
PyPIcoveralls间接
PyPIgs-usb间接
PyPIhypothesis间接
PyPImsgpack间接
PyPImypy间接
PyPInixnet间接
PyPIparameterized间接
PyPIpylint间接
PyPIpyserial间接
PyPIpytest间接
PyPIpytest-cov间接
PyPIpytest-modern间接
PyPIpytest-timeout间接
PyPIpython-can-candle间接
PyPIpython-can-canine间接
PyPIpython-can-sontheim间接
PyPIpython-ics间接
PyPIpyusb间接
PyPIpywin32间接
PyPIrp1210间接
PyPIruff间接
PyPIsetuptools间接
PyPIsetuptools-scm间接
PyPIsphinx间接
PyPIuptime间接
依赖安全公告 0

安装 pypi:python-can@4.6.1 会引入 3 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "can-bus",
        "python"
      ],
      "is_fork": false,
      "size_kb": 6106,
      "has_wiki": false,
      "homepage": "https://python-can.readthedocs.io",
      "languages": {
        "Shell": 275,
        "Python": 1382748,
        "AGS Script": 137088
      },
      "pushed_at": "2026-07-01T00:10:31Z",
      "created_at": "2016-09-24T08:42:42Z",
      "owner_type": "User",
      "updated_at": "2026-07-28T09:33:46Z",
      "description": "The can package provides controller area network support for Python developers",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "LGPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "LGPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://hardbyte.nz",
      "name": "Brian Thorne",
      "type": "User",
      "login": "hardbyte",
      "company": "Hardbyte",
      "location": "Christchurch, New Zealand",
      "followers": 211,
      "avatar_url": "https://avatars.githubusercontent.com/u/855189?v=4",
      "created_at": "2011-06-16T22:38:51Z",
      "is_verified": null,
      "public_repos": 105,
      "account_age_days": 5520
    },
    "license": {
      "state": "standard",
      "spdx_id": "LGPL-3.0",
      "raw_spdx": "LGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v4.6.1",
          "kind": "patch",
          "published_at": "2025-08-12T07:42:53Z"
        },
        {
          "tag": "v4.6.0",
          "kind": "minor",
          "published_at": "2025-08-08T19:32:42Z"
        },
        {
          "tag": "v4.5.0",
          "kind": "minor",
          "published_at": "2024-11-28T06:00:18Z"
        },
        {
          "tag": "v4.4.2",
          "kind": "patch",
          "published_at": "2024-06-23T12:43:23Z"
        },
        {
          "tag": "v4.4.0",
          "kind": "minor",
          "published_at": "2024-06-07T20:58:22Z"
        },
        {
          "tag": "v4.4.0-rc.2",
          "kind": "prerelease",
          "published_at": "2024-06-06T08:16:05Z"
        },
        {
          "tag": "v4.3.2-rc.4",
          "kind": "prerelease",
          "published_at": "2024-03-17T05:57:50Z"
        },
        {
          "tag": "v4.3.2-rc.3",
          "kind": "prerelease",
          "published_at": "2024-03-17T01:54:53Z"
        },
        {
          "tag": "v4.3.1",
          "kind": "patch",
          "published_at": "2023-12-12T16:37:51Z"
        },
        {
          "tag": "v4.3.0",
          "kind": "minor",
          "published_at": "2023-11-16T21:38:43Z"
        },
        {
          "tag": "v4.3.0rc0",
          "kind": "other",
          "published_at": "2023-10-17T09:54:58Z"
        },
        {
          "tag": "v4.2.2",
          "kind": "patch",
          "published_at": "2023-06-18T15:00:52Z"
        },
        {
          "tag": "v4.2.1",
          "kind": "patch",
          "published_at": "2023-05-15T10:13:32Z"
        },
        {
          "tag": "v4.2.0",
          "kind": "minor",
          "published_at": "2023-04-25T22:03:11Z"
        },
        {
          "tag": "v4.2.0rc0",
          "kind": "other",
          "published_at": "2023-04-09T18:16:41Z"
        },
        {
          "tag": "v4.1.0",
          "kind": "minor",
          "published_at": "2022-11-24T09:42:56Z"
        },
        {
          "tag": "v4.1.0a2",
          "kind": "other",
          "published_at": "2022-11-18T06:35:16Z"
        },
        {
          "tag": "4.1.0-alpha1",
          "kind": "prerelease",
          "published_at": "2022-11-16T11:12:02Z"
        },
        {
          "tag": "4.1.0-alpha0",
          "kind": "prerelease",
          "published_at": "2022-11-15T07:26:39Z"
        },
        {
          "tag": "4.0.0",
          "kind": "major",
          "published_at": "2022-02-19T00:15:37Z"
        },
        {
          "tag": "4.0.0rc0",
          "kind": "other",
          "published_at": "2022-02-04T20:13:55Z"
        },
        {
          "tag": "4.0.0-dev.2",
          "kind": "prerelease",
          "published_at": "2021-04-23T21:33:07Z"
        },
        {
          "tag": "4.0.0-dev.1",
          "kind": "prerelease",
          "published_at": "2021-04-20T09:55:33Z"
        },
        {
          "tag": "3.3.5-dev.0",
          "kind": "prerelease",
          "published_at": "2020-10-11T19:57:09Z"
        },
        {
          "tag": "3.3.4",
          "kind": "patch",
          "published_at": "2020-10-04T19:53:57Z"
        },
        {
          "tag": "3.3.4-beta.0",
          "kind": "prerelease",
          "published_at": "2020-08-06T00:02:54Z"
        },
        {
          "tag": "4.0.0-dev.0",
          "kind": "prerelease",
          "published_at": "2020-07-16T03:17:33Z"
        },
        {
          "tag": "3.3.3",
          "kind": "patch",
          "published_at": "2020-05-22T02:35:33Z"
        },
        {
          "tag": "3.3.3-alpha.3",
          "kind": "prerelease",
          "published_at": "2020-05-06T22:32:05Z"
        },
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          "body": "* fix: only call _validate() when strict=True\n\n_validate() was called unconditionally, rejecting brp values > 64\neven when strict=False. This is too restrictive for some peripherals\nlike FYSETC UCAN which support brp up to 1024.\n\nOnly call _validate() when strict=True, matching the behavior\nof _restrict_to_minimum_range().\n\nFixes #2061\n\n* add news fragment\n\n---------\n\nCo-authored-by: 小慧 <xiaohui@192.168.5.97>\nCo-authored-by: zariiii9003 <52598363+zariiii9003@users.noreply.github.com>",
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          "body": "Bumps the github-actions group with 5 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [actions/checkout](https://github.com/actions/checkout) | `6.0.2` | `6.0.3` |\n| [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) | `7.3.1` | `8.1.0` |\n| [actions/upload-artifac\n[…]\n  dependency-version: 1.14.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "Fix/asc writer timestamps format (#2032)",
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          "headline": "Add timezone argument to ASCReader and ASCWriter (#2035)",
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          "body": "timeout=None means block forever",
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          "body": "…er more carefully (#2028)\n\n* Changed slcan serial read routine to be faster and to manage the buffer more cauciously\n\n* As per merge request suggestion\n\nCo-authored-by: zariiii9003 <52598363+zariiii9003@users.noreply.github.com>\n\n* as per merge request suggestion\n\nCo-authored-by: zariiii9003 <52598\n[…]\n* Simplified slcan serial reading\n\n* Added news fragment\n\n---------\n\nCo-authored-by: Aaron Fulton <aaron@webtolife.software>\nCo-authored-by: zariiii9003 <52598363+zariiii9003@users.noreply.github.com>",
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          "is_bot": true,
          "headline": "Bump the dev-deps group with 2 updates",
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          "body": "Bumps the github-actions group with 5 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [actions/checkout](https://github.com/actions/checkout) | `6.0.0` | `6.0.1` |\n| [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) | `7.1.4` | `7.1.6` |\n| [actions/upload-artifact](https://github.c\n[…]\n\n  dependency-version: 3.1.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump the github-actions group with 5 updates",
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          "author_login": "dependabot[bot]",
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          "body": "Add python-can-damiao as an optional dependency plugin, providing\nsupport for Damiao USB-CAN adapters.\n\nThe plugin enables CAN communication through Damiao USB-CAN adapters\nwith a simple interface following the python-can plugin API.\n\nTested with:\n- Damiao USB-CAN adapter\n- DM4310 motor\n\nRepository: https://github.com/gaoyichuan/python-can-damiao",
          "is_bot": false,
          "headline": "Add python-can-damiao plugin support (#2014)",
          "author_name": "Gao Yichuan",
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          "body": "Bumps the github-actions group with 3 updates: [actions/checkout](https://github.com/actions/checkout), [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) and [coverallsapp/github-action](https://github.com/coverallsapp/github-action).\n\n\nUpdates `actions/checkout` from 5.0.0 to 6.0.0\n- [Rel\n[…]\n\n  dependency-version: 2.3.7\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
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          "body": "Updates the requirements on [mypy](https://github.com/python/mypy) and [coverage](https://github.com/coveragepy/coveragepy) to permit the latest version.\n\nUpdates `mypy` to 1.19.0\n- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/python/mypy/compar\n[…]\nncy-group: dev-deps\n- dependency-name: coverage\n  dependency-version: 7.12.0\n  dependency-type: direct:development\n  dependency-group: dev-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump the dev-deps group with 2 updates",
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          "author_login": "dependabot[bot]",
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          "body": "…cases (#2009)\n\n* ASCReader: Improve datetime parsing and support double-defined AM/PM cases\n\n* Fixed code formatting and add a news fragment for PR 2009\n\n* Updated formatting of logformats_test.py\n\n* Updated test for cross-platform compatibility and (hopefully) fixed formatting for good now\n\n* Corrected micro- to milliseconds",
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          "headline": "ASCReader: Improve datetime parsing and support double-defined AM/PM …",
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          "headline": "add RP1210 python-can driver",
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          "headline": "Bump the github-actions group with 3 updates",
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          "oid": "61a1e7610b3ef14b3c5fa150e9df09251fef571f",
          "body": "Updates the requirements on [black](https://github.com/psf/black), [pytest](https://github.com/pytest-dev/pytest) and [coverage](https://github.com/coveragepy/coveragepy) to permit the latest version.\n\nUpdates `black` to 25.11.0\n- [Release notes](https://github.com/psf/black/releases)\n- [Changelog](\n[…]\nncy-group: dev-deps\n- dependency-name: coverage\n  dependency-version: 7.11.3\n  dependency-type: direct:development\n  dependency-group: dev-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump the dev-deps group across 1 directory with 3 updates",
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          "headline": "fix pylint complaints (#2006)",
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          "body": "* Added hardware filter support for SeeedBus during initialization\n\n* Implement software fallback for can_filters in SeedBus\n\n- Updated the __init__ function in SeedBus\n- Implemented software fallback, if the user passes multiple filters in can_filters dict.\n\n* updated changelog for PR #1999\n\n* Updated _recv_internal method of SeedBus\n\n- updated _recv_internal method of SeedBus to return also the Boolean value based on whether hw filter is enabled or not",
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          "headline": "SeedBus: Added can_filters parameter in SeedBus.__init__ method (#1999)",
          "author_name": "Varun Penumudi",
          "author_login": "varunpenumudi",
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          "headline": "Support 11-bit identifiers in the serial interface (#1758)",
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          "body": "…am (#1947)\n\nCo-authored-by: zariiii9003 <zariiii9003@users.noreply.github.com>",
          "is_bot": false,
          "headline": "use ThreadPoolExecutor in detect_available_configs(), add timeout par…",
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          "committed_at": "2025-05-30T17:17:07Z",
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          "body": "Co-authored-by: zariiii9003 <zariiii9003@users.noreply.github.com>",
          "is_bot": false,
          "headline": "rename zlgcan-driver-py to zlgcan (#1946)",
          "author_name": "zariiii9003",
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          "oid": "6058ab9dfe8b3ba5d23cbff670c0fe767147390a",
          "body": "* use dependency groups for docs/lint/test\n\n---------\n\nCo-authored-by: zariiii9003 <zariiii9003@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Use dependency groups for docs/lint/test (#1945)",
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          "body": "* require python>=3.9\n\n* fix formatting\n\n* pin ruff==0.11.12, mypy==1.16.*\n\n---------\n\nCo-authored-by: zariiii9003 <zariiii9003@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Raise minimum python version to 3.9 (#1931)",
          "author_name": "zariiii9003",
          "author_login": "zariiii9003",
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          "body": null,
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          "headline": "Refactor timestamp factor calculations to use constants (#1933)",
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          "committed_at": "2025-04-01T15:32:10Z",
          "body_truncated": false,
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          "body": "* update black and ruff\n\n* update mypy\n\n* fix pylint complaints\n\n---------\n\nCo-authored-by: zariiii9003 <zariiii9003@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update black, ruff & mypy (#1929)",
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          "body": "* Fix float arithmetic in BLF reader\n\nUsing the Python decimal module for fast correctly rounded decimal floating-point arithmetic when applying the timestamp factor.\n\n* Remove the allowed_timestamp_delta from the BLF UT\n\nNow that the BLF float arithmetic issue is fixed we no longer need to  tweek the `allowed_timestamp_delta` in the BLF unit tests",
          "is_bot": false,
          "headline": "Fix float arithmetic in BLF reader (#1927)",
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          "body": "…… (#1851)\n\n* CC-2174: modify CAN frame header structure to match updated struct can_frame from kernel\n\n* allow only valid fd message lengths\n\n* add remote message special case for dlc handling\n\n* fix pylint issues\n\n* verify non FD frame before assigning the len8 DLC\n\n* Fix formatting\n\n---------\n\nCo-authored-by: Gal Rahamim <gal.rahamim@cymotive.com>\nCo-authored-by: Eldad Sitbon <eldad.sitbon@cymotive.com>\nCo-authored-by: rahagal <114643899+rahagal@users.noreply.github.com>",
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          "body": "Fix timestamp offset bug in BLFWriter\n\nIn the BLF files, the frame timestamp are stored as a delta from the \"start time\". The \"start time\" stored in the file is the first frame timestamp rounded to 3 decimals. When we calculate the timestamp delta for each frame, we were previously calculating it using the non-rounded \"start time\".\n\nThis new code, use the \"start time\" as the first frame timestamp truncated to 3 decimals.",
          "is_bot": false,
          "headline": "Fix timestamp offset bug in BLFWriter (#1921)",
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          "headline": "Fix typo busses to bus (#1925)",
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          "headline": "Changelog for v4.5.0 (#1897)",
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          "headline": "Improve speed of TRCReader (#1893)",
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          "headline": "Fix CI failures (#1898)",
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          "headline": "MF4 reader updates (#1892)",
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          "headline": "Added Netronic's CANdo and CANdoISO to plugin list (#1887)",
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          "headline": "Fix Kvaser timestamp (#1878)",
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          "body": "* Add autostart option (kwarg) to BusABC.send_periodic() to fix issue #1848\r\n\r\n* Fix for #1849 (PCAN fails when PCAN_ERROR_ILLDATA is read via ReadFD) (#1850)\r\n\r\n* When there is an invalid frame on CAN bus (in our case CAN FD), PCAN first reports result PCAN_ERROR_ILLDATA and then it send the error \n[…]\ncode style (max 100 chars per line)\r\nFix wrong docstring reference.\r\n\r\n---------\r\n\r\nCo-authored-by: Tomas Bures <bures@d3s.mff.cuni.cz>\r\nCo-authored-by: Sebastian Wolf <Sebastian.Wolf@pace-systems.de>",
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          "body": "Reference: https://docs.pydantic.dev/2.8/errors/usage_errors/#typed-dict-version",
          "is_bot": false,
          "headline": "Use typing_extensions.TypedDict on python < 3.12 for pydantic support",
          "author_name": "Nick Cao",
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          "headline": "Fix regex in _parse_additional_config() (#1868)",
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          "body": "* ASCWriter speed improvement\r\n\r\nChanged how the message data is converted to string. This results in and 100% speed improvement.\r\n\r\nOn my PC, before the change, logging 10000 messages was taking ~16 seconds and this change drop it to ~8 seconds. With this change, the ASCWriter is still one of the s\n[…]\ny\r\n\r\n* Update test/logformats_test.py\r\n\r\nCo-authored-by: Felix Divo <4403130+felixdivo@users.noreply.github.com>\r\n\r\n---------\r\n\r\nCo-authored-by: Felix Divo <4403130+felixdivo@users.noreply.github.com>",
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          "headline": "ASCWriter speed improvement (#1856)",
          "author_name": "Pierre-Luc",
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          "author_name": "Pierre-Luc",
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          "body": "… (#1850)\n\n* When there is an invalid frame on CAN bus (in our case CAN FD), PCAN first reports result PCAN_ERROR_ILLDATA and then it send the error frame. If the PCAN_ERROR_ILLDATA is not ignored, python-can throws an exception.\r\n\r\nThis fix add the ignore on the PCAN_ERROR_ILLDATA.\r\n\r\n* Fix for ruff error `can/interfaces/pcan/pcan.py:5:1: I001 [*] Import block is un-sorted or un-formatted`\r\nAdded comment explaining why to ignore the PCAN_ERROR_ILLDATA.",
          "is_bot": false,
          "headline": "Fix for #1849 (PCAN fails when PCAN_ERROR_ILLDATA is read via ReadFD)…",
          "author_name": "Tomas Bures",
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            "Topic :: Software Development :: Embedded Systems",
            "Topic :: Software Development :: Embedded Systems :: Controller Area Network (CAN)",
            "Topic :: System :: Hardware :: Hardware Drivers",
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                "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://python-can.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": "2 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 69,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 6.2
            },
            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "15 out of 30 merged PRs checked by a CI test -- score normalized to 5",
                "points": 1.2,
                "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 13/19 approved changesets -- score normalized to 6",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 32 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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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 detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "6 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:python-can@4.6.1 runtime dependency closure — what installing the published package pulls in — 3 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:python-can@4.6.1",
                  "assessed": 3
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 3,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 3,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 13
            },
            "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": 54,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.965,
              "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": "82 of 85 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 82,
                      "sampled": 85
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "can/py.typed"
              ],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.15
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "can/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "can/py.typed"
                    }
                  }
                ],
                "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": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "15 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 15,
                      "sampled": 100
                    }
                  }
                ],
                "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": 52418,
              "source_files_sampled": 155,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (can/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "can/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/155 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 155,
                      "oversized": 0
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T14:47:55.308961Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/hardbyte/python-can.svg",
  "full_name": "hardbyte/python-can",
  "license_state": "standard",
  "license_spdx": "LGPL-3.0"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.