公开记录
软件健康报告模式 0.13.0 · 指标 1.13.0 · 2026-07-18 16:03 UTC

googleapis / synthtool

PythonApache-2.0★ 107 星标⑂ 99 复刻始于 2018年6月在 GitHub 上查看 ↗

googleapis/synthtool 的健康指数为 100 分中的 68 分,处于「中等」区间。 其得分最高的类别是Sustainability & Governance(83/100),最低的是Engineering Quality(54/100)。 最近一次更新在今天。 近期的大部分工作由 6 位贡献者完成。

68
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。

68
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
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

6,605 关注者899 个公开仓库始于 2016年1月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

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
PyPIgcp-synthtool2019.5.2149252633 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?

70良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
17.3/36提交节奏 — 52 周中有 25 周有提交
16.1/18提交量 — 最近一年 61 次提交
7/10OpenSSF Scorecard:Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
所用输入
commits_last_year61
human_commit_share
days_since_last_push0
active_weeks_last_year25

发布纪律

60中等
评分方式
27/27有发布版本 — 已发布 27 个发布版本
0/36发布时效 — 最近一次发布版本于 2,465 天前
27/27发布节奏 — 约每 35.8 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count27
latest_release_tagv2019.10.17
releases_from_tags
days_since_latest_release2,465
mean_days_between_releases35.8
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?

62中等 · 占总体的 18%
评分方式
32.9/60星标 — 107 个星标
16.6/25复刻 — 99 个复刻
9.6/15关注者 — 54 位关注者
所用输入
forks99
stars107
watchers54
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

85优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
29/80月度下载量 — pypi 合计每月 149 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesgcp-synthtool
dependents
ecosystemspypi
total_downloads
monthly_downloads149
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

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

83良好 · 占总体的 24%
评分方式
48.6/54巴士系数 — 6 位贡献者贡献了半数提交
19.7/22.5提交分布 — 头号贡献者编写了 12% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 33 contributing companies or organizations
所用输入
bus_factor6
contributors_sampled100
top_contributor_share0.124
评分方式
41.6/46.8议题解决 — 89% 的议题已关闭
31.7/38.3PR 接受 — 已裁定的 PR 中 1,561/1,881 已合并
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs1,561
open_issues31
closed_issues250
issue_closed_ratio0.89
closed_unmerged_prs320
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — googleapis 有 6,605 位关注者
25/25既往记录 — 899 个公开仓库,账户约 10 年
所用输入
followers6,605
owner_typeOrganization
is_verified
owner_logingoogleapis
public_repos899
account_age_days3,832
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
4/35发布时效 — 最近一次发布于 2,633 天前
20/20版本历史 — 25 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
packagesgcp-synthtool
ecosystemspypi
any_deprecated
min_days_since_publish2,633

工程质量

基础的工程与文档实践是否到位?

54中等 · 占总体的 20%

工程实践

70良好
评分方式
0/24CI 工作流
24/24存在测试
16/16Linter 配置 — .eslintrc.json, .eslintrc.yml, .flake8
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

30存在风险
评分方式
30/30README
0/25文档目录
0/15文档 / 主页站点
0/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics
has_wiki
homepage
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?

65中等 · 占总体的 16%

安全态势

65中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 33 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 — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — 无数据
0/7.5Vulnerabilities — 16 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate6.5
已排除计分(无数据或不适用):dangerous_workflow, packaging, signed_releases, token_permissions。 其余权重已重新归一化。

AI 就绪度

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

60中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
已排除计分(无数据或不适用):可读的提交历史。 其余权重已重新归一化。
评分方式
18/18一条命令的引导启动 — noxfile.py
22/22自动化测试
11/11Lint / 格式化配置 — .eslintrc.json, .eslintrc.yml, .flake8
11/11静态类型检查 — mypy.ini, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/tsconfig.json, tests/fixtures/nodejs-dlp-with-staging/tsconfig.json, tests/fixtures/nodejs-dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_esm/packages/dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/tsconfig.json
10/10可复现环境 — Dockerfile
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesnoxfile.py
has_devcontainer
has_linter_config
typecheck_configsmypy.ini, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/tsconfig.json, tests/fixtures/nodejs-dlp-with-staging/tsconfig.json, tests/fixtures/nodejs-dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_esm/packages/dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/tsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
已排除计分(无数据或不适用):已体现的代理实践, 自动化维护。 其余权重已重新归一化。
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(mypy.ini, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/tsconfig.json, tests/fixtures/nodejs-dlp-with-staging/tsconfig.json, tests/fixtures/nodejs-dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_esm/packages/dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/tsconfig.json)
53.4/55可控的文件大小 — 采样的 712 个源文件中有 21 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes4,175,915
source_files_sampled712
oversized_source_files21
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — synthtool/protos/metadata.proto, synthtool/protos/preconfig.proto, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs-dlp/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs-dlp/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/privacy/dlp/v2/storage.proto
0/20MCP 服务器
40/40可运行示例 — sample, samples
所用输入
example_dirssample, samples
has_mcp_signal
api_schema_filessynthtool/protos/metadata.proto, synthtool/protos/preconfig.proto, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs-dlp/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs-dlp/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/privacy/dlp/v2/storage.proto

关键数据

107GitHub 星标
100贡献者
61最近 12 个月提交数
0距最近推送天数
27发布版本数
6巴士系数(bus factor)
31开放议题
PyPI软件包生态系统数

更多细节

OpenSSF Scorecard 6.5 / 10
6.5综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-18 16:02 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 33 contributing companies or organizations
不适用Dangerous-Workflowno workflows found
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
7Maintained9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool is not run on all commits -- score normalized to 9
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
不适用Token-PermissionsNo tokens found
0Vulnerabilities16 existing vulnerabilities detected
全部依赖 61

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 61 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
PyPIargcomplete3.7.0间接
PyPIattrs26.1.0间接
PyPIblack26.3.1间接
PyPIcertifi2026.6.17间接
PyPIcharset-normalizer3.4.9间接
PyPIclick间接
PyPIclick8.4.2间接
PyPIcolorlog间接
PyPIcolorlog6.11.0间接
PyPIdependency-groups1.3.1间接
PyPIdeprecation间接
PyPIdeprecation2.1.0间接
PyPIdistlib0.4.3间接
PyPIfilelock3.30.3间接
PyPIflake85.0.4间接
PyPIflake87.3.0间接
PyPIgcloud间接
PyPIgoogle-cloud-aiplatform1.18.2间接
PyPIgoogle-cloud-build间接
PyPIgoogle-cloud-storage间接
PyPIhumanize4.16.0间接
PyPIidna3.18间接
PyPIipython间接
PyPIipython8.10.0间接
PyPIisort5.10.1间接
PyPIjinja2间接
PyPIjinja23.1.6间接
PyPIjupyter间接
PyPIjupyter1.0间接
PyPIlxml6.1.1间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib3.6.1间接
PyPImccabe0.7.0间接
PyPInbconvert间接
PyPInbconvert7.17.1间接
PyPInbqa1.5.2间接
PyPInox2026.7.11间接
PyPInumpy1.23.4间接
PyPIpackaging间接
PyPIpackaging26.2间接
PyPIpandas1.5.0间接
PyPIpapermill2.4.0间接
PyPIplatformdirs4.10.0间接
PyPIprotobuf间接
PyPIprotobuf6.33.5间接
PyPIpycodestyle2.14.0间接
PyPIpyflakes3.4.0间接
PyPIpyupgrade2.38.4间接
PyPIpyyaml间接
PyPIpyyaml6.0.3间接
PyPIrequests间接
PyPIrequests2.34.2间接
PyPIsample-tester0.16.3间接
PyPIsetuptools83.0.0间接
PyPItabulate0.8.10间接
PyPItomli2.4.1间接
PyPItyping-extensions4.16.0间接
PyPIurllib32.7.0间接
PyPIvirtualenv20.36.1间接
PyPIwatchdog间接
PyPIwatchdog6.0.0间接
原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 7081,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "HTML": 6091,
        "Jinja": 13625,
        "Shell": 31718,
        "Python": 357019,
        "Dockerfile": 19248,
        "JavaScript": 8501
      },
      "pushed_at": "2026-07-17T20:32:38Z",
      "created_at": "2018-06-28T19:52:07Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-17T20:32:42Z",
      "description": null,
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://googleapis.github.io",
      "name": "Google APIs",
      "type": "Organization",
      "login": "googleapis",
      "company": null,
      "followers": 6605,
      "avatar_url": "https://avatars.githubusercontent.com/u/16785467?v=4",
      "created_at": "2016-01-19T20:40:50Z",
      "is_verified": null,
      "public_repos": 899,
      "account_age_days": 3832
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases_count": 27,
      "commits_last_year": 61,
      "latest_release_at": "2019-10-17T22:46:37Z",
      "latest_release_tag": "v2019.10.17",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 25,
      "days_since_latest_release": 2465,
      "mean_days_between_releases": 35.8
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": false,
      "has_contributing": true,
      "health_percentage": 75,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "gcp-synthtool",
          "exists": true,
          "license": "Apache 2.0",
          "keywords": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3.6",
            "Topic :: Internet"
          ],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/gcp-synthtool/",
          "is_deprecated": false,
          "latest_version": "2019.5.2",
          "repository_url": "",
          "versions_count": 25,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
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                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "61 commits in the last year",
                "points": 16.1,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 61
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
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            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "releases_count": 27,
              "latest_release_tag": "v2019.10.17",
              "releases_from_tags": false,
              "days_since_latest_release": 2465,
              "mean_days_between_releases": 35.8
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "27 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 27
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 2465 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 2465
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~35.8 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 35.8
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
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              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
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            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 62,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "forks": 99,
              "stars": 107,
              "watchers": 54,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "107 stars",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 107
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "99 forks",
                "points": 16.6,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 99
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "54 watchers",
                "points": 9.6,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 54
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "at_risk",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 36,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 149
            },
            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "149 downloads/month across pypi",
                "points": 29,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 149,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 83,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "bus_factor": 6,
              "contributors_sampled": 100,
              "top_contributor_share": 0.124
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "6 contributor(s) cover half of all commits",
                "points": 48.6,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                      "count": 6
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                "max_points": 54
              },
              {
                "key": "commit_distribution",
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                "detail": "top contributor authored 12% of commits",
                "points": 19.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 33 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "merged_prs": 1561,
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              "closed_issues": 250,
              "issue_closed_ratio": 0.89,
              "closed_unmerged_prs": 320
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "89% of issues closed",
                "points": 41.6,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 89
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1561/1881 decided PRs merged",
                "points": 31.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1561,
                      "decided": 1881
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 6605,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "googleapis",
              "public_repos": 899,
              "account_age_days": 3832
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "6,605 followers of googleapis",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "owner_followers",
                    "params": {
                      "count": 6605,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "899 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "public_repos",
                    "params": {
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "packages": [
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 2633
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
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                "details": [
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                    "code": "packages_published",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 2633 days ago",
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                "details": [
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                    "code": "publish_recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
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                "points": 20,
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                "details": [
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                    "code": "published_versions",
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "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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      {
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        "weight": 0.2,
        "metrics": [
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            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "has_editorconfig": false,
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              "has_precommit_config": true
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            "components": [
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                "key": "ci_workflows",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "tests_present",
                "name": "Tests present",
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              },
              {
                "key": "linter_config",
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                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
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            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
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              "homepage": null,
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              "has_docs_dir": false,
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            "components": [
              {
                "key": "readme",
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                "points": 30,
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                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "documentation_homepage_site",
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                "key": "repository_description",
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                "max_points": 10
              },
              {
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              },
              {
                "key": "wiki",
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            ]
          }
        ],
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      {
        "key": "security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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            "notes": [
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                "code": "excluded_no_data",
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                    "token_permissions"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 65,
            "inputs": {
              "source": "openssf_scorecard",
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              "scorecard_aggregate": 6.5
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            "components": [
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                "key": "binary_artifacts",
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                "max_points": 7.5
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              {
                "key": "branch_protection",
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              },
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                "key": "ci_tests",
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                "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": [],
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              },
              {
                "key": "code_review",
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                "detail": "all changesets reviewed",
                "points": 7.5,
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                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 33 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": [
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                    "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",
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                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
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                "details": [],
                "max_points": 2.5
              },
              {
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                "max_points": 45
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                "key": "manageable_file_sizes",
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                "details": [
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            "key": "ai_interfaces",
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      }
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}

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 v0.13.0—— 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.