公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 17:11 UTC

simon-sat / satpy

Python package for earth-observing satellite data processing

PythonGPL-3.0★ 1 星标⑂ 0 复刻始于 2021年3月复刻在 GitHub 上查看 ↗

simon-sat/satpy 的健康指数为 100 分中的 55 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(75/100),最低的是Community & Adoption(12/100)。 最近一次更新在 19 天前。 近期的大部分工作由 2 位贡献者完成。

55
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。

55
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

Simon Proud个人账户
78 关注者50 个公开仓库始于 2015年7月ESA

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIsatpy指向其他仓库——不计分0.60.080,849106144 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?

68中等 · 占总体的 22%
评分方式
28.8/36推送新近度 — 最近一次推送于 19 天前
29.1/36提交节奏 — 52 周中有 42 周有提交
18/18提交量 — 最近一年 551 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year551
human_commit_share0.91
days_since_last_push19
active_weeks_last_year42

发布纪律

40存在风险
评分方式
16.2/27有发布版本 — 58 个版本标签(无 GitHub 发布版本)
0/36发布时效 — 最近一次发布版本于 2,026 天前
19.8/27发布节奏 — 约每 47.4 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count58
latest_release_tagv0.25.1
releases_from_tags
days_since_latest_release2,026
mean_days_between_releases47.4
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?

12危急 · 占总体的 18%
评分方式
0/60星标 — 1 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 0 位关注者
所用输入
forks0
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

25危急
评分方式
0/22.5README
22.5/22.5许可证 — 可识别的许可证(GPL-3.0)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

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

52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
16.2/22.5提交分布 — 头号贡献者编写了 28% 的提交
13.5/13.5贡献者广度 — 98 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 27 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled98
top_contributor_share0.281
评分方式
0/46.8议题解决 — 没有议题或无数据
14.3/38.3PR 接受 — 已裁定的 PR 中 3/8 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs3
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs5
已排除计分(无数据或不适用):议题解决。 其余权重已重新归一化。
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
13.6/25所有者影响力 — simon-sat 有 78 位关注者
24.4/25既往记录 — 50 个公开仓库,账户约 11 年
所用输入
followers78
owner_typeUser
is_verified
owner_loginsimon-sat
public_repos50
account_age_days4,022
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。

工程质量

基础的工程与文档实践是否到位?

75良好 · 占总体的 20%

工程实践

92优秀
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config
已排除计分(无数据或不适用):OpenSSF Scorecard:CI-Tests。 其余权重已重新归一化。

文档

50中等
评分方式
0/30README
25/25文档目录
15/15文档 / 主页站点 — http://satpy.readthedocs.org/en/latest/
0/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttp://satpy.readthedocs.org/en/latest/
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?

66中等 · 占总体的 16%

安全态势

58中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 无数据
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 27 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 — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.8
已排除计分(无数据或不适用):ci_tests, signed_releases。 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_packages39
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:satpy@0.60.0 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 39 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。

52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)
18.2/40可读的提交历史 — 91 次人类提交中有 31 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_share0.341
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — doc/Makefile
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — satpy/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 3 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_filesdoc/Makefile
has_devcontainer
has_linter_config
typecheck_configssatpy/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.03
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(satpy/py.typed)
54.2/55可控的文件大小 — 采样的 502 个源文件中有 7 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes151,387
source_files_sampled502
oversized_source_files7

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

1GitHub 星标
98贡献者
551最近 12 个月提交数
19距最近推送天数
58发布版本数
2巴士系数(bus factor)
0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
  • Community profile unavailable
  • pypi package 'satpy' points at a different repository (https://github.com/pytroll/satpy); excluded from ecosystem scoring

更多细节

OpenSSF Scorecard 5.8 / 10
5.8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 17:10 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
不适用CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 27 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 17
注册表软件包版本约束清单文件
PyPIplatformdirspyproject.toml
PyPIdask>=0.17.1pyproject.toml
PyPIdonfigpyproject.toml
PyPInumpy>=2.0pyproject.toml
PyPIpackagingpyproject.toml
PyPIpillowpyproject.toml
PyPIpoochpyproject.toml
PyPIpykdtreepyproject.toml
PyPIpyorbitalpyproject.toml
PyPIpyproj>=2.2pyproject.toml
PyPIpyresample>=1.24.0pyproject.toml
PyPIpyyaml>=5.1pyproject.toml
PyPItrollimage>=1.24pyproject.toml
PyPItrollsiftpyproject.toml
PyPIxarray>=0.14.1pyproject.toml
PyPIzarrpyproject.toml
PyPIuniversal_pathlibpyproject.toml
全部依赖 17

来自 GitHub 依赖图的完整解析依赖集合:17 个直接依赖与 0 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
PyPIdask直接
PyPIdonfig直接
PyPInumpy直接
PyPIpackaging直接
PyPIpillow直接
PyPIplatformdirs直接
PyPIpooch直接
PyPIpykdtree直接
PyPIpyorbital直接
PyPIpyproj直接
PyPIpyresample直接
PyPIpyyaml直接
PyPItrollimage直接
PyPItrollsift直接
PyPIuniversal-pathlib直接
PyPIxarray直接
PyPIzarr直接
依赖安全公告 0

安装 pypi:satpy@0.60.0 会引入 39 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

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

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": true,
      "size_kb": 19936,
      "has_wiki": true,
      "homepage": "http://satpy.readthedocs.org/en/latest/",
      "languages": {
        "Python": 5942609,
        "Gherkin": 11863
      },
      "pushed_at": "2026-07-07T13:51:04Z",
      "created_at": "2021-03-05T13:54:11Z",
      "owner_type": "User",
      "updated_at": "2026-06-26T09:09:02Z",
      "description": "Python package for earth-observing satellite data processing",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "GPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "GPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Simon Proud",
      "type": "User",
      "login": "simon-sat",
      "company": "ESA",
      "location": "ESTEC, Netherlands",
      "followers": 78,
      "avatar_url": "https://avatars.githubusercontent.com/u/13449576?v=4",
      "created_at": "2015-07-22T09:37:13Z",
      "is_verified": null,
      "public_repos": 50,
      "account_age_days": 4022
    },
    "license": {
      "state": "standard",
      "spdx_id": "GPL-3.0",
      "raw_spdx": "GPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": false
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.25.1",
          "kind": "patch",
          "published_at": "2021-01-07T02:54:17Z"
        },
        {
          "tag": "v0.25.0",
          "kind": "minor",
          "published_at": "2021-01-04T21:37:36Z"
        },
        {
          "tag": "v0.24.0",
          "kind": "minor",
          "published_at": "2020-11-16T09:32:16Z"
        },
        {
          "tag": "v0.23.0",
          "kind": "minor",
          "published_at": "2020-09-18T13:06:50Z"
        },
        {
          "tag": "v0.22.0",
          "kind": "minor",
          "published_at": "2020-06-10T18:02:10Z"
        },
        {
          "tag": "v0.21.0",
          "kind": "minor",
          "published_at": "2020-04-06T20:11:14Z"
        },
        {
          "tag": "v0.20.0",
          "kind": "minor",
          "published_at": "2020-02-25T17:34:25Z"
        },
        {
          "tag": "v0.19.1",
          "kind": "patch",
          "published_at": "2020-01-10T17:47:01Z"
        },
        {
          "tag": "v0.19.0",
          "kind": "minor",
          "published_at": "2019-12-30T08:02:35Z"
        },
        {
          "tag": "v0.18.1",
          "kind": "patch",
          "published_at": "2019-11-07T15:37:05Z"
        },
        {
          "tag": "v0.18.0",
          "kind": "minor",
          "published_at": "2019-11-06T15:31:17Z"
        },
        {
          "tag": "v0.17.1",
          "kind": "patch",
          "published_at": "2019-10-08T16:10:20Z"
        },
        {
          "tag": "v0.17.0",
          "kind": "minor",
          "published_at": "2019-10-01T11:35:32Z"
        },
        {
          "tag": "v0.16.1",
          "kind": "patch",
          "published_at": "2019-07-04T13:35:01Z"
        },
        {
          "tag": "v0.16.0",
          "kind": "minor",
          "published_at": "2019-06-18T20:45:07Z"
        },
        {
          "tag": "v0.15.2",
          "kind": "patch",
          "published_at": "2019-05-22T20:27:43Z"
        },
        {
          "tag": "v0.15.1",
          "kind": "patch",
          "published_at": "2019-05-10T19:38:34Z"
        },
        {
          "tag": "v0.15.0",
          "kind": "minor",
          "published_at": "2019-05-10T14:55:25Z"
        },
        {
          "tag": "v0.14.2",
          "kind": "patch",
          "published_at": "2019-04-26T01:38:30Z"
        },
        {
          "tag": "v0.14.1",
          "kind": "patch",
          "published_at": "2019-04-12T16:16:17Z"
        },
        {
          "tag": "v0.14.0",
          "kind": "minor",
          "published_at": "2019-04-09T19:39:45Z"
        },
        {
          "tag": "v0.13.0",
          "kind": "minor",
          "published_at": "2019-03-18T20:42:21Z"
        },
        {
          "tag": "v0.12.0",
          "kind": "minor",
          "published_at": "2019-02-15T14:42:41Z"
        },
        {
          "tag": "v0.11.2",
          "kind": "patch",
          "published_at": "2019-01-28T16:47:01Z"
        },
        {
          "tag": "v0.11.1",
          "kind": "patch",
          "published_at": "2018-12-27T15:26:00Z"
        },
        {
          "tag": "v0.11.0",
          "kind": "minor",
          "published_at": "2018-12-21T15:01:39Z"
        },
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2018-11-23T23:14:44Z"
        },
        {
          "tag": "v0.9.4",
          "kind": "patch",
          "published_at": "2018-09-29T16:43:59Z"
        },
        {
          "tag": "v0.9.3",
          "kind": "patch",
          "published_at": "2018-09-11T00:21:52Z"
        },
        {
          "tag": "v0.9.2",
          "kind": "patch",
          "published_at": "2018-08-23T20:52:52Z"
        },
        {
          "tag": "v0.9.1",
          "kind": "patch",
          "published_at": "2018-08-19T21:33:35Z"
        },
        {
          "tag": "v0.9.0",
          "kind": "minor",
          "published_at": "2018-07-02T15:50:08Z"
        },
        {
          "tag": "v0.8.4",
          "kind": "patch",
          "published_at": "2018-04-19T15:10:53Z"
        },
        {
          "tag": "v0.8.3",
          "kind": "patch",
          "published_at": "2018-04-13T00:59:26Z"
        },
        {
          "tag": "v0.8.2",
          "kind": "patch",
          "published_at": "2018-02-12T20:53:06Z"
        },
        {
          "tag": "v0.8.1",
          "kind": "patch",
          "published_at": "2018-01-19T13:45:38Z"
        },
        {
          "tag": "v0.8.0",
          "kind": "minor",
          "published_at": "2018-01-11T21:06:22Z"
        },
        {
          "tag": "v0.7.8",
          "kind": "patch",
          "published_at": "2018-01-11T09:28:28Z"
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      "components": []
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    "categories": [
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        "key": "vitality",
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        "name": "Vitality",
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            "note": null,
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            "inputs": {
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                "key": "push_recency",
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                "key": "commit_cadence",
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                "key": "openssf_scorecard_maintained",
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            "notes": [
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            "note": null,
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            "inputs": {
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        ],
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      {
        "key": "community",
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        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
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            "note": null,
            "notes": [],
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              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
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                "key": "stars",
                "name": "Stars",
                "detail": "1 stars",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "stars",
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                  }
                ],
                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
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                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "forks",
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                      "count": 0
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                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
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                "status": "missed",
                "details": [
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                    "code": "watchers",
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": false,
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              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
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                "key": "readme",
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                "status": "missed",
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                "max_points": 22.5
              },
              {
                "key": "license",
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                "detail": "recognized license (GPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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              {
                "key": "contributing_guide",
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                "points": 0,
                "status": "missed",
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                "key": "code_of_conduct",
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                "points": 0,
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              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
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              {
                "key": "pr_template",
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                "points": 0,
                "status": "missed",
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                "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",
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        "weight": 0.24,
        "metrics": [
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            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "contributors_sampled": 98,
              "top_contributor_share": 0.281
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 28% of commits",
                "points": 16.2,
                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                      "share": 28
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "98 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
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                    "code": "contributors_sampled",
                    "params": {
                      "count": 98
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 27 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            "value": 27,
            "inputs": {
              "merged_prs": 3,
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              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 5
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
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                "status": "excluded",
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                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "3/8 decided PRs merged",
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                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 60,
            "inputs": {
              "followers": 78,
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              "is_verified": null,
              "owner_login": "simon-sat",
              "public_repos": 50,
              "account_age_days": 4022
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_applicable_to_user_accounts",
                    "params": {}
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                ],
                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "78 followers of simon-sat",
                "points": 13.6,
                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "count": 78,
                      "login": "simon-sat"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "50 public repos, account ~11 yr old",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 50
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                  },
                  {
                    "code": "account_age_years",
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                ],
                "max_points": 25
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 92,
            "inputs": {
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              "has_tests": true,
              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
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                "details": [
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                    "code": "ci_workflows",
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "status": "met",
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                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
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              },
              {
                "key": "editorconfig",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
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                "status": "excluded",
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                ],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "notes": [],
            "value": 50,
            "inputs": {
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            ]
          }
        ],
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            "value": 58,
            "inputs": {
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              },
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
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              },
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                "key": "code_review",
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                "key": "contributors",
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                "detail": "project has 27 contributing companies or organizations",
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              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "points": 7.5,
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                "details": [],
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "status": "missed",
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              },
              {
                "key": "license",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
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                "status": "met",
                "details": [],
                "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": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "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:satpy@0.60.0 runtime dependency closure — what installing the published package pulls in — 39 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:satpy@0.60.0",
                  "assessed": 39
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 39,
              "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": 39,
              "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": 11
            },
            "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": 52,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 18,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.341,
              "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": "31 of 91 human commits state their intent (structured subject or explanatory body)",
                "points": 18.2,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 31,
                      "sampled": 91
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "doc/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "satpy/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.03
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "doc/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "doc/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "satpy/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "satpy/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "3 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 3,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 151387,
              "source_files_sampled": 502,
              "oversized_source_files": 7
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (satpy/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "satpy/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "7/502 source files over 60KB",
                "points": 54.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 502,
                      "oversized": 7
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Community profile unavailable",
    "pypi package 'satpy' points at a different repository (https://github.com/pytroll/satpy); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T17:11:10.724783Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/simon-sat/satpy.svg",
  "full_name": "simon-sat/satpy",
  "license_state": "standard",
  "license_spdx": "GPL-3.0"
}

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

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

单项结果在整体记录中的位置: 汇总统计PyPI.