公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 08:56 UTC

openscm / scmdata

Handling of Simple Climate Model data

PythonBSD-3-Clause★ 9 星标⑂ 6 复刻始于 2019年10月在 GitHub 上查看 ↗

openscm/scmdata 的健康指数为 100 分中的 63 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(90/100),最低的是Community & Adoption(38/100)。 最近一次更新在 37 天前。 近期的大部分工作由 2 位贡献者完成。

63
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。

63
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

OpenSCM组织
21 关注者15 个公开仓库始于 2020年3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标签
PyPIscmdata0.19.0-4954 天前datasimple-climate-modelclimatescm

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?

55中等 · 占总体的 22%

开发活跃度

41存在风险
评分方式
18/36推送新近度 — 最近一次推送于 37 天前
2.8/36提交节奏 — 52 周中有 4 周有提交
10.6/18提交量 — 最近一年 14 次提交
10/10OpenSSF Scorecard:Maintained — 14 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year14
human_commit_share0.95
days_since_last_push37
active_weeks_last_year4

发布纪律

76良好
评分方式
27/27有发布版本 — 已发布 6 个发布版本
36/36发布时效 — 最近一次发布版本于 54 天前
12.6/27发布节奏 — 约每 191.5 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count6
latest_release_tagv0.19.0
releases_from_tags
days_since_latest_release54
mean_days_between_releases191.5

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?

38存在风险 · 占总体的 18%
评分方式
14.6/60星标 — 9 个星标
5.8/25复刻 — 6 个复刻
1.7/15关注者 — 3 位关注者
所用输入
forks6
stars9
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

57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
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?

66中等 · 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
11.4/22.5提交分布 — 头号贡献者编写了 49% 的提交
8.1/13.5贡献者广度 — 6 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 6 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled6
top_contributor_share0.494
评分方式
28.2/46.8议题解决 — 60% 的议题已关闭
29.5/38.3PR 接受 — 已裁定的 PR 中 183/237 已合并
1.5/15OpenSSF Scorecard:Code-Review — Found 1/7 approved changesets -- score normalized to 1
所用输入
merged_prs183
open_issues29
closed_issues44
issue_closed_ratio0.603
closed_unmerged_prs54
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
9.7/25所有者影响力 — openscm 有 21 位关注者
20.8/25既往记录 — 15 个公开仓库,账户约 6 年
所用输入
followers21
owner_typeOrganization
is_verified
owner_loginopenscm
public_repos15
account_age_days2,320
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 54 天前
20/20版本历史 — 49 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
packagesscmdata
ecosystemspypi
any_deprecated
min_days_since_publish54

工程质量

基础的工程与文档实践是否到位?

90优秀 · 占总体的 20%

工程实践

84良好
评分方式
24/24CI 工作流 — 6 个工作流
24/24存在测试
16/16Linter 配置 — .pylintrc
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
10/20OpenSSF Scorecard:CI-Tests — 2 out of 4 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

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://scmdata.readthedocs.io
10/10仓库描述
10/10主题标签 — 3 个主题标签
10/10Wiki
所用输入
topicsclimate, data, data-visualization
has_wiki
homepagehttps://scmdata.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?

61中等 · 占总体的 16%

安全态势

51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 — 2 out of 4 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
0.8/7.5Code-Review — Found 1/7 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 6 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
7.5/7.5Maintained — 14 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
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 — Project has not signed or included provenance with any releases.
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_aggregate5.1
已排除计分(无数据或不适用):branch_protection, packaging。 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_packages16
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:scmdata@0.19.0 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 16 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。

57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)
27.5/40可读的提交历史 — 95 次人类提交中有 49 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_share0.516
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile, docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .pylintrc
11/11静态类型检查 — src/scmdata/py.typed
0/10可复现环境
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
8/8自动化维护 — 最近 100 次提交中有 5 次为自动依赖更新
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_filesMakefile, docs/Makefile
has_devcontainer
has_linter_config
typecheck_configssrc/scmdata/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.05
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(src/scmdata/py.typed)
53.1/55可控的文件大小 — 采样的 59 个源文件中有 2 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes126,940
source_files_sampled59
oversized_source_files2

关键数据

9GitHub 星标
6贡献者
14最近 12 个月提交数
37距最近推送天数
6发布版本数
2巴士系数(bus factor)
29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 ★ / 6 ⇿
0Star
6Fork
5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。

123456612021-112024-022026-05
主版本 0次版本 3修订 2

每个点涵盖 5 天。

OpenSSF Scorecard 5.1 / 10
5.1综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-26 08:56 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-Tests2 out of 4 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 1/7 approved changesets -- score normalized to 1
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained14 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
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
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 22
注册表软件包版本约束清单文件
PyPIcftime>=1.5pyproject.toml
PyPInumpy*pyproject.toml
PyPIopenscm-units*pyproject.toml
PyPIpackaging*pyproject.toml
PyPIpandas>=1.1pyproject.toml
PyPIpint*pyproject.toml
PyPIpint-pandas*pyproject.toml
PyPIpython-dateutil*pyproject.toml
PyPItqdm*pyproject.toml
PyPIsix*pyproject.toml
PyPIxarray*pyproject.toml
PyPInc-time-axis>=1.2.0pyproject.toml
PyPItyping-extensions*pyproject.toml
PyPImatplotlib>=3.7.1pyproject.toml
PyPIseaborn>=0.12.0pyproject.toml
PyPInetCDF4*pyproject.toml
PyPIopenpyxl*pyproject.toml
PyPIxlrd*pyproject.toml
PyPIscipy*pyproject.toml
PyPIjoblib*pyproject.toml
PyPInotebook>=7pyproject.toml
PyPIpyam-iamc*pyproject.toml
全部依赖 215

来自 GitHub 依赖图的完整解析依赖集合:22 个直接依赖与 193 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
PyPIcftime1.6.5直接
PyPIjoblib1.5.3直接
PyPImatplotlib3.10.9直接
PyPInc-time-axis1.4.1直接
PyPInetcdf41.7.3直接
PyPInotebook7.5.6直接
PyPInumpy2.2.6直接
PyPIopenpyxl3.1.5直接
PyPIopenscm-units0.6.3直接
PyPIpackaging26.2直接
PyPIpandas2.3.3直接
PyPIpint0.24.4直接
PyPIpint-pandas0.7.1直接
PyPIpyam-iamc1.2.0直接
PyPIpython-dateutil2.9.0.post0直接
PyPIscipy1.15.3直接
PyPIseaborn0.13.2直接
PyPIsix1.17.0直接
PyPItqdm4.67.3直接
PyPItyping-extensions4.15.0直接
PyPIxarray2025.6.1直接
PyPIxlrd2.0.2直接
PyPIalabaster0.7.16间接
PyPIalembic1.18.4间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanyio4.13.0间接
PyPIappnope0.1.4间接
PyPIargon2-cffi25.1.0间接
PyPIargon2-cffi-bindings25.1.0间接
PyPIarrow1.4.0间接
PyPIasttokens3.0.1间接
PyPIasync-lru2.3.0间接
PyPIattrs26.1.0间接
PyPIbabel2.18.0间接
PyPIbeautifulsoup44.14.3间接
PyPIblack23.11.0间接
PyPIblackdoc0.3.8间接
PyPIbleach6.3.0间接
PyPIcertifi2026.5.20间接
PyPIcffi2.0.0间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.4.7间接
PyPIclick8.4.1间接
PyPIcolorama0.4.6间接
PyPIcomm0.2.3间接
PyPIcontourpy1.3.2间接
PyPIcoverage7.14.1间接
PyPIcycler0.12.1间接
PyPIdebugpy1.8.20间接
PyPIdecorator5.3.1间接
PyPIdefusedxml0.7.1间接
PyPIdistlib0.4.0间接
PyPIdocutils0.18.1间接
PyPIet-xmlfile2.0.0间接
PyPIexceptiongroup1.3.1间接
PyPIexecuting2.2.1间接
PyPIfastapi0.136.3间接
PyPIfastjsonschema2.21.2间接
PyPIfilelock3.29.0间接
PyPIflexcache0.3间接
PyPIflexparser0.4间接
PyPIfonttools4.63.0间接
PyPIfqdn1.5.1间接
PyPIglobalwarmingpotentials0.13.2间接
PyPIgreenlet3.5.1间接
PyPIh110.16.0间接
PyPIh24.3.0间接
PyPIhpack4.1.0间接
PyPIhttpcore1.0.9间接
PyPIhttpx0.28.1间接
PyPIhyperframe6.1.0间接
PyPIiam-units2026.5.18间接
PyPIidentify2.6.19间接
PyPIidna3.17间接
PyPIimagesize1.5.0间接
PyPIimportlib-metadata9.0.0间接
PyPIincremental24.11.0间接
PyPIiniconfig2.3.0间接
PyPIipykernel7.2.0间接
PyPIipython8.39.0间接
PyPIipython-pygments-lexers1.1.1间接
PyPIisoduration20.11.0间接
PyPIixmp40.14.0间接
PyPIjedi0.20.0间接
PyPIjinja23.1.6间接
PyPIjson50.14.0间接
PyPIjsonpointer3.1.1间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIjupyter-cache0.6.1间接
PyPIjupyter-client8.8.0间接
PyPIjupyter-core5.9.1间接
PyPIjupyter-events0.12.1间接
PyPIjupyter-lsp2.3.1间接
PyPIjupyter-server2.19.0间接
PyPIjupyter-server-terminals0.5.4间接
PyPIjupyterlab4.5.7间接
PyPIjupyterlab-pygments0.3.0间接
PyPIjupyterlab-server2.28.0间接
PyPIjupytext1.19.3间接
PyPIkiwisolver1.5.0间接
PyPIlark1.3.1间接
PyPIlibrt0.11.0间接
PyPIliccheck0.9.2间接
PyPImako1.3.12间接
PyPImarkdown-it-py2.2.0间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib-inline0.2.2间接
PyPImdit-py-plugins0.3.5间接
PyPImdurl0.1.2间接
PyPImistune3.2.1间接
PyPImore-itertools11.1.0间接
PyPImypy1.20.2间接
PyPImypy-extensions1.1.0间接
PyPImyst-nb0.17.2间接
PyPImyst-parser0.18.1间接
PyPInbclient0.7.4间接
PyPInbconvert7.17.1间接
PyPInbformat5.10.4间接
PyPInest-asyncio1.6.0间接
PyPInodeenv1.10.0间接
PyPInotebook-shim0.2.4间接
PyPIoverrides7.7.0间接
PyPIpandas-stubs2.3.3.260113间接
PyPIpandera0.31.1间接
PyPIpandocfilters1.5.1间接
PyPIparso0.8.7间接
PyPIpathspec1.1.1间接
PyPIpexpect4.9.0间接
PyPIpillow12.2.0间接
PyPIplatformdirs4.10.0间接
PyPIpluggy1.6.0间接
PyPIpre-commit3.8.0间接
PyPIprometheus-client0.25.0间接
PyPIprompt-toolkit3.0.52间接
PyPIpsutil7.2.2间接
PyPIpsycopg3.3.4间接
PyPIpsycopg-binary3.3.4间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.3间接
PyPIpy-cpuinfo9.0.0间接
PyPIpycparser3.0间接
PyPIpydantic2.13.4间接
PyPIpydantic-core2.46.4间接
PyPIpydantic-settings2.14.1间接
PyPIpygments2.20.0间接
PyPIpyjwt2.13.0间接
PyPIpyparsing3.3.2间接
PyPIpytest7.4.4间接
PyPIpytest-benchmark5.0.1间接
PyPIpytest-cov4.1.0间接
PyPIpython-discovery1.4.0间接
PyPIpython-dotenv1.2.2间接
PyPIpython-json-logger4.1.0间接
PyPIpytz2026.2间接
PyPIpywinpty3.0.3间接
PyPIpyyaml6.0.3间接
PyPIpyzmq27.1.0间接
PyPIreferencing0.37.0间接
PyPIrequests2.34.2间接
PyPIrfc3339-validator0.1.4间接
PyPIrfc3986-validator0.1.1间接
PyPIrfc3987-syntax1.1.0间接
PyPIrich15.0.0间接
PyPIrpds-py0.30.0间接
PyPIruff0.1.6间接
PyPIsemantic-version2.10.0间接
PyPIsend2trash2.1.0间接
PyPIsetuptools80.10.2间接
PyPIsetuptools-scm10.0.5间接
PyPIshellingham1.5.4间接
PyPIsnowballstemmer3.1.0间接
PyPIsoupsieve2.8.4间接
PyPIsphinx5.3.0间接
PyPIsphinx-autodoc-typehints1.23.0间接
PyPIsphinx-autodocgen1.4间接
PyPIsphinx-copybutton0.5.2间接
PyPIsphinx-rtd-theme1.3.0间接
PyPIsphinxcontrib-applehelp2.0.0间接
PyPIsphinxcontrib-devhelp2.0.0间接
PyPIsphinxcontrib-htmlhelp2.1.0间接
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依赖安全公告 0

安装 pypi:scmdata@0.19.0 会引入 16 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
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                "details": [],
                "max_points": 18
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              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "pr_template",
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                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 66,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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              "bus_factor": 2,
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              "top_contributor_share": 0.494
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
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                  {
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                      "count": 2
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 49% of commits",
                "points": 11.4,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 49
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                "max_points": 22.5
              },
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "6 contributors",
                "points": 8.1,
                "status": "partial",
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                    "code": "contributors_sampled",
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                      "count": 6
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                ],
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "merged_prs": 183,
              "open_issues": 29,
              "closed_issues": 44,
              "issue_closed_ratio": 0.603,
              "closed_unmerged_prs": 54
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "60% of issues closed",
                "points": 28.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 60
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "183/237 decided PRs merged",
                "points": 29.5,
                "status": "partial",
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                  {
                    "code": "decided_prs_merged",
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                      "merged": 183,
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 1/7 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "followers": 21,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "openscm",
              "public_repos": 15,
              "account_age_days": 2320
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "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": "21 followers of openscm",
                "points": 9.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 21,
                      "login": "openscm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "15 public repos, account ~6 yr old",
                "points": 20.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 15
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "scmdata"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 54
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 54 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 54
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "49 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 49
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".pylintrc",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "2 out of 4 merged PRs checked by a CI test -- score normalized to 5",
                "points": 10,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "climate",
                "data",
                "data-visualization"
              ],
              "has_wiki": true,
              "homepage": "https://scmdata.readthedocs.io",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://scmdata.readthedocs.io",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "3 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 51,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "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": "2 out of 4 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 1/7 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is 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": "14 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "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:scmdata@0.19.0 runtime dependency closure — what installing the published package pulls in — 16 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:scmdata@0.19.0",
                  "assessed": 16
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 16,
              "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": 16,
              "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": 8
            },
            "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": 57,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 28,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.516,
              "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": "49 of 95 human commits state their intent (structured subject or explanatory body)",
                "points": 27.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 49,
                      "sampled": 95
                    }
                  }
                ],
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            "key": "ai_verify_loop",
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                ],
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              },
              {
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        ],
        "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": "2026-07-26T08:56:29.889861Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/openscm/scmdata.svg",
  "full_name": "openscm/scmdata",
  "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 v0.27.0—— 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.