公开记录
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 01:42 UTC

alecthomas / voluptuous

CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data validation library.

PythonBSD-3-Clause★ 1,849 星标⑂ 234 复刻始于 2010年7月在 GitHub 上查看 ↗

alecthomas/voluptuous 的健康指数为 100 分中的 65 分,处于「中等」区间。 其得分最高的类别是Sustainability & Governance(76/100),最低的是AI Readiness(47/100)。 最近一次更新在 3 天前。 近期的大部分工作由 2 位贡献者完成。

65
总分 / 100
中等

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

65
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

Alec Thomas个人账户
1,431 关注者176 个公开仓库始于 2008年12月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIvoluptuous0.16.0-51215 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?

58中等 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 3 天前
4.2/36提交节奏 — 52 周中有 6 周有提交
9.7/18提交量 — 最近一年 11 次提交
6/10OpenSSF Scorecard:Maintained — 7 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 6
所用输入
commits_last_year11
human_commit_share1
days_since_last_push3
active_weeks_last_year6

发布纪律

62中等
评分方式
27/27有发布版本 — 已发布 13 个发布版本
16.2/36发布时效 — 最近一次发布版本于 215 天前
12.6/27发布节奏 — 约每 151 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count13
latest_release_tag0.16.0
releases_from_tags
days_since_latest_release215
mean_days_between_releases151
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?

67中等 · 占总体的 18%
评分方式
53/60星标 — 1,849 个星标
19.7/25复刻 — 234 个复刻
8.3/15关注者 — 32 位关注者
所用输入
forks234
stars1,849
watchers32
growth_stateorganic
growth_factor_pct100

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(BSD-3-Clause)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

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

76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
13.6/22.5提交分布 — 头号贡献者编写了 39% 的提交
13.5/13.5贡献者广度 — 84 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 17 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled84
top_contributor_share0.394
评分方式
40.5/46.8议题解决 — 87% 的议题已关闭
30.9/38.3PR 接受 — 已裁定的 PR 中 231/286 已合并
12/15OpenSSF Scorecard:Code-Review — Found 24/30 approved changesets -- score normalized to 8
所用输入
merged_prs231
open_issues34
closed_issues219
issue_closed_ratio0.866
closed_unmerged_prs55
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
22.7/25所有者影响力 — alecthomas 有 1,431 位关注者
25/25既往记录 — 176 个公开仓库,账户约 17 年
所用输入
followers1,431
owner_typeUser
is_verified
owner_loginalecthomas
public_repos176
account_age_days6,422
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 215 天前
20/20版本历史 — 51 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
packagesvoluptuous
ecosystemspypi
any_deprecated
min_days_since_publish215

工程质量

基础的工程与文档实践是否到位?

68中等 · 占总体的 20%

工程实践

70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
6/20OpenSSF Scorecard:CI-Tests — 8 out of 24 merged PRs checked by a CI test -- score normalized to 3
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

65中等
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — https://pypi.org/project/voluptuous
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttps://pypi.org/project/voluptuous
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?

53中等 · 占总体的 16%

安全态势

53中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0.8/2.5CI-Tests — 8 out of 24 merged PRs checked by a CI test -- score normalized to 3
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 24/30 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 17 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
4.5/7.5Maintained — 7 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 6
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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 — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.3
已排除计分(无数据或不适用):packaging, signed_releases。 其余权重已重新归一化。

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。

47存在风险 · 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)
36.8/40可读的提交历史 — 100 次人类提交中有 69 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_share0.69
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 — voluptuous/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
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configsvoluptuous/py.typed
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(voluptuous/py.typed)
50.4/55可控的文件大小 — 采样的 12 个源文件中有 1 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes69,597
source_files_sampled12
oversized_source_files1

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

1,849GitHub 星标
84贡献者
11最近 12 个月提交数
3距最近推送天数
13发布版本数
2巴士系数(bus factor)
34开放议题
PyPI软件包生态系统数

更多细节

Star 与 Fork 历史 1,849 ★ / 234 ⇿
1,849Star
234Fork
13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。

04008001,2001,6002,0001,849231452010-112018-092026-07
主版本 0次版本 5修订 8

每个点涵盖 15 天。

OpenSSF Scorecard 5.3 / 10
5.3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 · 2026-07-22 01:41 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
3CI-Tests8 out of 24 merged PRs checked by a CI test -- score normalized to 3
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 24/30 approved changesets -- score normalized to 8
10Contributorsproject has 17 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
6Maintained7 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 6
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
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
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 0

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 0 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
依赖安全公告 未评估

本报告未能完成公告比对:No resolved dependencies to assess

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 2568,
      "has_wiki": true,
      "homepage": "https://pypi.org/project/voluptuous",
      "languages": {
        "Shell": 2116,
        "Python": 189906
      },
      "pushed_at": "2026-07-18T03:15:47Z",
      "created_at": "2010-07-15T09:55:10Z",
      "owner_type": "User",
      "updated_at": "2026-07-19T07:59:26Z",
      "description": "CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data validation library.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "BSD-3-Clause",
      "default_branch": "master",
      "license_spdx_raw": "BSD-3-Clause",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "http://swapoff.org",
      "name": "Alec Thomas",
      "type": "User",
      "login": "alecthomas",
      "company": null,
      "location": "Sydney, Australia",
      "followers": 1431,
      "avatar_url": "https://avatars.githubusercontent.com/u/41767?v=4",
      "created_at": "2008-12-20T09:07:01Z",
      "is_verified": null,
      "public_repos": 176,
      "account_age_days": 6422
    },
    "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": "0.16.0",
          "kind": "minor",
          "published_at": "2025-12-18T19:07:42Z"
        },
        {
          "tag": "0.15.2",
          "kind": "patch",
          "published_at": "2024-07-02T19:08:32Z"
        },
        {
          "tag": "0.15.1",
          "kind": "patch",
          "published_at": "2024-07-02T19:08:00Z"
        },
        {
          "tag": "0.15.0",
          "kind": "minor",
          "published_at": "2024-06-23T21:10:48Z"
        },
        {
          "tag": "0.14.2",
          "kind": "patch",
          "published_at": "2024-02-03T11:18:50Z"
        },
        {
          "tag": "0.14.1",
          "kind": "patch",
          "published_at": "2023-11-17T11:08:11Z"
        },
        {
          "tag": "0.14.0",
          "kind": "minor",
          "published_at": "2023-11-12T17:04:42Z"
        },
        {
          "tag": "0.13.1",
          "kind": "patch",
          "published_at": "2022-04-07T15:40:18Z"
        },
        {
          "tag": "0.13.0",
          "kind": "minor",
          "published_at": "2022-04-07T15:36:16Z"
        },
        {
          "tag": "0.12.2",
          "kind": "patch",
          "published_at": "2022-03-30T11:32:59Z"
        },
        {
          "tag": "0.12.1",
          "kind": "patch",
          "published_at": "2020-12-06T22:57:19Z"
        },
        {
          "tag": "0.12.0",
          "kind": "minor",
          "published_at": "2020-12-06T22:48:34Z"
        },
        {
          "tag": "0.9.3",
          "kind": "patch",
          "published_at": "2016-08-10T15:26:09Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "44593ce7c330faf9418252c4b5448f4736144a7f",
          "body": "Fixes #541.\n\n`Number(precision, scale)` documents `:raises Invalid:`, but\n`Number(precision=6, scale=2)(\"Infinity\")` (also `\"NaN\"`/`\"-Infinity\"`)\nleaks a raw `TypeError(\"infinity and NaN have no precision\")`.\n`Decimal(number)` succeeds for these, then `as_tuple().exponent` is a\nstring rather than an\n[…]\n clean.\n\nThis is separate from #539, which handles `None`/`dict`/`bytes` before\nthe `Decimal()` call and explicitly leaves this non-finite path alone.\n\nSigned-off-by: Sai Asish Y <say.apm35@gmail.com>",
          "is_bot": false,
          "headline": "Raise Invalid for Infinity/NaN input to Number validator (#542)",
          "author_name": "Sai Asish Y",
          "author_login": "SAY-5",
          "committed_at": "2026-07-11T01:16:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "73237e9014f53da32fd6f90630976f5e8279b420",
          "body": "Resolves GitHub issue #409 by adding comprehensive dataclasses support:\n\nFeatures:\n- DataclassSchema class for automatic schema creation from dataclasses\n- create_dataclass_schema() function for functional API\n- is_dataclass() utility for dataclass detection\n- Automatic type validation from dataclas\n[…]\nw = 181 total)\n- Zero flake8 violations\n- Zero mypy type errors\n- Black and isort formatting applied\n- Requires Python 3.7+ for dataclasses support\n\nBreaking Changes: None\nBackward Compatibility: Full",
          "is_bot": false,
          "headline": "feat: implement dataclasses support for voluptuous schemas (#533)",
          "author_name": "Oleksii",
          "author_login": "doubledare704",
          "committed_at": "2026-07-06T00:54:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7fec1343c443a8c887b7cb0d70dcfeb87ce54d0b",
          "body": "## Summary\n\nThis PR allows `Schema.extend()` to accept another dictionary-based\n`Schema` instance.\n\nPreviously, `Schema.extend()` only accepted raw dictionary fragments:\n\n```python\nbase = Schema({\"a\": int})\nextended = base.extend({\"b\": str})\n```\n\nPassing a `Schema` instance failed because `extend()`\n[…]\nreturn behavior.\n\nFocused test command:\n\n```bash\n./.venv/bin/pytest voluptuous/tests/tests.py -k \"schema_extend or subschema_extension\"\n```\n\nResult:\n\n```text\n14 passed, 162 deselected\n```\n\nCloses #386",
          "is_bot": false,
          "headline": "Allow Schema.extend to accept Schema instances (#538)",
          "author_name": "Aleksandr Kotlyar",
          "author_login": "aleksandr-kotlyar",
          "committed_at": "2026-07-05T00:01:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6cf9450c7a3460f5aa102c0ba50204cc43e4e1b9",
          "body": "… (#546)\n\nFixes #358.\n\n## Problem\n\n`Invalid.__str__` produces an informative message including the path and\nerror type:\n\n```\nexpected int for dictionary value @ data['k']\n```\n\nBut `Invalid` has no `__repr__`, so `repr()` falls back to the default\nexception repr and drops that context:\n\n```python\n>>>\n[…]\ne of an AI tool\n(Claude Code). I verified the behavior, added and ran the test, ran the\nsuite and linters, and take responsibility for the contribution and will\nrespond to review feedback personally.*",
          "is_bot": false,
          "headline": "Add __repr__ to Invalid so it surfaces the path and error type (#358)…",
          "author_name": "Apoorv Darshan",
          "author_login": "apoorvdarshan",
          "committed_at": "2026-07-05T00:00:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9dd222db18189ea11c07615c16dc54bba6cb2aed",
          "body": "## Summary\n\n`Number(precision, scale)` documents `:raises Invalid:` and already\nconverts an unparsable **string** into `Invalid(\"Value must be a number\nenclosed with string\")`. But other non-numeric input leaks a raw\nexception instead:\n\n```python\n>>> from voluptuous import Schema, Number\n>>> Schema(\n[…]\nl test suite: **169 passed** (168 baseline + the new test), no\nregressions. `flake8` clean at the change.\n\n---\n\nThis pull request was prepared with the assistance of AI, under my\ndirection and review.",
          "is_bot": false,
          "headline": "Raise Invalid for non-numeric input to Number validator (#539)",
          "author_name": "Vincent Gao",
          "author_login": "gaoflow",
          "committed_at": "2026-07-04T23:50:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d20c6c8bc7f49f94668e38289655cabb33ff2602",
          "body": "`Schema({Coerce(int)})({'1', '2'})` returned the original string set instead\nof `{1, 2}`, even though the equivalent list schema `[Coerce(int)]` and a bare\n`Coerce(int)` both coerce. `_compile_set.validate_set` called each validator\nonly for its side effects and returned the original `data`, discard\n[…]\n type), mirroring `_compile_sequence`, including the\n`Remove` handling. Non-transforming validators round-trip unchanged.\n\nCloses #400\n\nCo-authored-by: uttam12331 <uttam12331@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Apply value-transforming validators to set elements (#544)",
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      "components": []
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    "categories": [
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        "metrics": [
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        "metrics": [
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            "components": [
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              {
                "key": "forks",
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                "max_points": 25
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              {
                "key": "watchers",
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                "max_points": 15
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          },
          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
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              {
                "key": "license",
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                "detail": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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        "name": "Sustainability & Governance",
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        "metrics": [
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            "notes": [],
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                "key": "commit_distribution",
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                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "details": [
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 17 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 231,
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                "key": "issue_resolution",
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                "points": 40.5,
                "status": "partial",
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                    "code": "issues_closed_share",
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                      "share": 87
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "detail": "Found 24/30 approved changesets -- score normalized to 8",
                "points": 12,
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            ]
          },
          {
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            "notes": [
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                "code": "excluded_no_data",
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            "value": 72,
            "inputs": {
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              "account_age_days": 6422
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
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                "status": "partial",
                "details": [
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                    "code": "owner_personal",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
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                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_applicable_to_user_accounts",
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                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,431 followers of alecthomas",
                "points": 22.7,
                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "count": 1431,
                      "login": "alecthomas"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "176 public repos, account ~17 yr old",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "public_repos",
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                      "count": 176
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                  },
                  {
                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "ecosystems": "pypi",
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            "components": [
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                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 215 days ago",
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                "key": "not_deprecated",
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                    "code": "package_not_deprecated",
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                "max_points": 20
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          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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        "metrics": [
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            "inputs": {
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                "max_points": 24
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              {
                "key": "linter_config",
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          },
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            "key": "documentation",
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            "inputs": {
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        ],
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        "metrics": [
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            "notes": [
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              },
              {
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            ],
            "value": 53,
            "inputs": {
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                "key": "cii_best_practices",
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                "key": "contributors",
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                "key": "dangerous_workflow",
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                "points": 10,
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "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": "7 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 6",
                "points": 4.5,
                "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": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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 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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "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": 16
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 47,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 37,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.69,
              "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": "69 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 36.8,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 69,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 46,
            "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": [
                "voluptuous/py.typed"
              ],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "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": "voluptuous/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "voluptuous/py.typed"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "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": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 69597,
              "source_files_sampled": 12,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (voluptuous/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "voluptuous/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/12 source files over 60KB",
                "points": 50.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 12,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-22T01:42:06.254490Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/alecthomas/voluptuous.svg",
  "full_name": "alecthomas/voluptuous",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

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 v0.26.0—— 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.