公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 17:35 UTC

pytroll / trollimage

Imaging package for pytroll

PythonApache-2.0★ 10 星标⑂ 18 复刻始于 2013年11月在 GitHub 上查看 ↗

pytroll/trollimage 的健康指数为 100 分中的 71 分,处于「良好」区间。 其得分最高的类别是Engineering Quality(96/100),最低的是AI Readiness(51/100)。 最近一次更新在 24 天前。 近期的大部分工作由 1 位贡献者完成。

71
总分 / 100
良好

软件健康指数

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

71
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

Pytroll组织
166 关注者57 个公开仓库始于 2015年6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
PyPItrollimage1.28.088,19853172 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?

72良好 · 占总体的 22%
评分方式
28.8/36推送新近度 — 最近一次推送于 24 天前
11.8/36提交节奏 — 52 周中有 17 周有提交
16.2/18提交量 — 最近一年 62 次提交
9/10OpenSSF Scorecard:Maintained — 11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9
所用输入
commits_last_year62
human_commit_share0.65
days_since_last_push24
active_weeks_last_year17

发布纪律

82良好
评分方式
27/27有发布版本 — 已发布 29 个发布版本
27/36发布时效 — 最近一次发布版本于 172 天前
19.8/27发布节奏 — 约每 89.2 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count29
latest_release_tagv1.28.0
releases_from_tags
days_since_latest_release172
mean_days_between_releases89.2
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?

52中等 · 占总体的 18%
评分方式
15.5/60星标 — 10 个星标
10.3/25复刻 — 18 个复刻
3.3/15关注者 — 5 位关注者
所用输入
forks18
stars10
watchers5
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(Apache-2.0)
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
评分方式
65.9/80月度下载量 — pypi 合计每月 88,198 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagestrollimage
dependents
ecosystemspypi
total_downloads
monthly_downloads88,198
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

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

69中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
10.5/22.5提交分布 — 头号贡献者编写了 53% 的提交
13.5/13.5贡献者广度 — 15 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 10 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled15
top_contributor_share0.534
评分方式
34.4/46.8议题解决 — 74% 的议题已关闭
37.3/38.3PR 接受 — 已裁定的 PR 中 191/196 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/2 approved changesets -- score normalized to 0
所用输入
merged_prs191
open_issues9
closed_issues25
issue_closed_ratio0.735
closed_unmerged_prs5
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
16/25所有者影响力 — pytroll 有 166 位关注者
24.8/25既往记录 — 57 个公开仓库,账户约 11 年
所用输入
followers166
owner_typeOrganization
is_verified
owner_loginpytroll
public_repos57
account_age_days4,051
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 172 天前
20/20版本历史 — 53 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
packagestrollimage
ecosystemspypi
any_deprecated
min_days_since_publish172

工程质量

基础的工程与文档实践是否到位?

96优秀 · 占总体的 20%

工程实践

94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
20/20OpenSSF Scorecard:CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — http://trollimage.readthedocs.org/
10/10仓库描述
10/10主题标签 — 4 个主题标签
10/10Wiki
所用输入
topicshacktoberfest, python, image, colormap
has_wiki
homepagehttp://trollimage.readthedocs.org/
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?

62中等 · 占总体的 16%

安全态势

53中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/2 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 10 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
6.8/7.5Maintained — 11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.3
已排除计分(无数据或不适用):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_packages2
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:trollimage@1.28.0 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 2 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。

51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)
20.5/40可读的提交历史 — 65 次人类提交中有 25 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_share0.385
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 — trollimage/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 35 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_configstrollimage/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.35
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(trollimage/py.typed)
46.3/55可控的文件大小 — 采样的 19 个源文件中有 3 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes100,538
source_files_sampled19
oversized_source_files3

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

10GitHub 星标
15贡献者
62最近 12 个月提交数
24距最近推送天数
29发布版本数
1巴士系数(bus factor)
9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 ★ / 18 ⇿
0Star
18Fork
28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。

0481216201812015-122020-112025-10
主版本 0次版本 18修订 10

每个点涵盖 10 天。

OpenSSF Scorecard 5.3 / 10
5.3综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-26 17:35 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests17 out of 17 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/2 approved changesets -- score normalized to 0
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
9Maintained11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 11

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 11 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间接
PyPIdocutils间接
PyPInumpy间接
PyPIpillow间接
PyPIpytest间接
PyPIrasterio间接
PyPIsetuptools间接
PyPIsphinx间接
PyPIsphinx-rtd-theme间接
PyPIsphinxcontrib-apidoc间接
PyPIxarray间接
依赖安全公告 0

安装 pypi:trollimage@1.28.0 会引入 2 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": [
        "hacktoberfest",
        "python",
        "image",
        "colormap"
      ],
      "is_fork": false,
      "size_kb": 2681,
      "has_wiki": true,
      "homepage": "http://trollimage.readthedocs.org/",
      "languages": {
        "Cython": 18806,
        "Python": 450978
      },
      "pushed_at": "2026-07-02T13:13:47Z",
      "created_at": "2013-11-27T14:49:29Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-02T13:14:37Z",
      "description": "Imaging package for pytroll",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "http://pytroll.org/",
      "name": "Pytroll",
      "type": "Organization",
      "login": "pytroll",
      "company": null,
      "location": null,
      "followers": 166,
      "avatar_url": "https://avatars.githubusercontent.com/u/13004956?v=4",
      "created_at": "2015-06-22T18:10:02Z",
      "is_verified": null,
      "public_repos": 57,
      "account_age_days": 4051
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.28.0",
          "kind": "minor",
          "published_at": "2026-02-04T15:28:53Z"
        },
        {
          "tag": "v1.27.0",
          "kind": "minor",
          "published_at": "2025-09-10T16:18:42Z"
        },
        {
          "tag": "v1.26.0",
          "kind": "minor",
          "published_at": "2024-10-21T06:07:53Z"
        },
        {
          "tag": "v1.25.0",
          "kind": "minor",
          "published_at": "2024-08-15T13:13:06Z"
        },
        {
          "tag": "v1.24.0",
          "kind": "minor",
          "published_at": "2024-06-20T08:26:31Z"
        },
        {
          "tag": "v1.23.2",
          "kind": "patch",
          "published_at": "2024-04-15T19:25:40Z"
        },
        {
          "tag": "v1.23.1",
          "kind": "patch",
          "published_at": "2024-02-14T19:49:45Z"
        },
        {
          "tag": "v1.23.0",
          "kind": "minor",
          "published_at": "2024-02-14T16:14:04Z"
        },
        {
          "tag": "v1.22.2",
          "kind": "patch",
          "published_at": "2023-11-26T20:50:13Z"
        },
        {
          "tag": "v1.22.1",
          "kind": "patch",
          "published_at": "2023-11-24T12:22:13Z"
        },
        {
          "tag": "v1.22.0",
          "kind": "minor",
          "published_at": "2023-11-23T08:00:38Z"
        },
        {
          "tag": "v1.21.0",
          "kind": "minor",
          "published_at": "2023-09-05T02:01:08Z"
        },
        {
          "tag": "v1.20.1",
          "kind": "patch",
          "published_at": "2023-02-03T14:11:27Z"
        },
        {
          "tag": "v1.20.0",
          "kind": "minor",
          "published_at": "2023-01-11T11:37:52Z"
        },
        {
          "tag": "v1.19.0",
          "kind": "minor",
          "published_at": "2023-01-11T11:36:26Z"
        },
        {
          "tag": "v1.18.3",
          "kind": "patch",
          "published_at": "2022-03-07T18:42:01Z"
        },
        {
          "tag": "v1.18.2",
          "kind": "patch",
          "published_at": "2022-03-04T15:44:55Z"
        },
        {
          "tag": "v1.18.1",
          "kind": "patch",
          "published_at": "2022-02-28T20:21:04Z"
        },
        {
          "tag": "v1.18.0",
          "kind": "minor",
          "published_at": "2022-02-24T15:24:20Z"
        },
        {
          "tag": "v1.17.0",
          "kind": "minor",
          "published_at": "2021-12-07T21:03:04Z"
        },
        {
          "tag": "v1.16.1",
          "kind": "patch",
          "published_at": "2021-11-17T21:33:30Z"
        },
        {
          "tag": "v1.16.0",
          "kind": "minor",
          "published_at": "2021-10-13T01:01:15Z"
        },
        {
          "tag": "v1.15.1",
          "kind": "patch",
          "published_at": "2021-07-20T14:16:12Z"
        },
        {
          "tag": "v1.15.0",
          "kind": "minor",
          "published_at": "2021-03-12T13:00:52Z"
        },
        {
          "tag": "v1.14.0",
          "kind": "minor",
          "published_at": "2020-09-18T10:09:18Z"
        },
        {
          "tag": "v1.13.0",
          "kind": "minor",
          "published_at": "2020-06-08T19:41:50Z"
        },
        {
          "tag": "v1.12.0",
          "kind": "minor",
          "published_at": "2020-03-04T13:10:42Z"
        },
        {
          "tag": "v1.11.0",
          "kind": "minor",
          "published_at": "2019-10-24T18:32:55Z"
        },
        {
          "tag": "v1.10.0",
          "kind": "minor",
          "published_at": "2019-09-20T07:43:22Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "27d64dd5666aaaab39c89a60a6b010f8bd308397",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 6 to 7.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/compare/v\n[…]\npendency-name: codecov/codecov-action\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump codecov/codecov-action from 6 to 7",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-02T13:13:45Z",
          "body_truncated": true,
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        {
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          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6 to 7.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v6...v7)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 6 to 7",
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          "body_truncated": false,
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          "body_truncated": false,
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        {
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          "body": "Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from 3.4.1 to 4.1.0.\n- [Release notes](https://github.com/pypa/cibuildwheel/releases)\n- [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md)\n- [Commits](https://github.com/pypa/cibuildwheel/compare/v3.4.1...v4.1\n[…]\n dependency-name: pypa/cibuildwheel\n  dependency-version: 4.1.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump pypa/cibuildwheel from 3.4.1 to 4.1.0",
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          "author_login": "dependabot[bot]",
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          "is_bot": false,
          "headline": "Merge pull request #226 from pytroll/dependabot/github_actions/conda-…",
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        {
          "oid": "b988d4b8bc3d41c01d685a8303506ebfbf05b285",
          "body": "…ibuildwheel-3.4.1\n\nBump pypa/cibuildwheel from 3.4.0 to 3.4.1",
          "is_bot": false,
          "headline": "Merge pull request #227 from pytroll/dependabot/github_actions/pypa/c…",
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          "author_login": "pnuu",
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        {
          "oid": "97e84e45b3aea7e8f4d242aba1751eab09c70450",
          "body": "…h-action-pypi-publish-1.14.0\n\nBump pypa/gh-action-pypi-publish from 1.13.0 to 1.14.0",
          "is_bot": false,
          "headline": "Merge pull request #228 from pytroll/dependabot/github_actions/pypa/g…",
          "author_name": "Panu Lahtinen",
          "author_login": "pnuu",
          "committed_at": "2026-05-02T08:13:34Z",
          "body_truncated": false,
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        {
          "oid": "213f3f77baa635cec1e23b9f2b6772fbc65f8f73",
          "body": "Bumps [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish) from 1.13.0 to 1.14.0.\n- [Release notes](https://github.com/pypa/gh-action-pypi-publish/releases)\n- [Commits](https://github.com/pypa/gh-action-pypi-publish/compare/v1.13.0...v1.14.0)\n\n---\nupdated-dependencies:\n- dep\n[…]\n-name: pypa/gh-action-pypi-publish\n  dependency-version: 1.14.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump pypa/gh-action-pypi-publish from 1.13.0 to 1.14.0",
          "author_name": "dependabot[bot]",
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          "committed_at": "2026-05-01T21:19:09Z",
          "body_truncated": true,
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        {
          "oid": "557b5bc30117ee9c9108696c3cc37610c7fa9865",
          "body": "Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from 3.4.0 to 3.4.1.\n- [Release notes](https://github.com/pypa/cibuildwheel/releases)\n- [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md)\n- [Commits](https://github.com/pypa/cibuildwheel/compare/v3.4.0...v3.4\n[…]\n dependency-name: pypa/cibuildwheel\n  dependency-version: 3.4.1\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump pypa/cibuildwheel from 3.4.0 to 3.4.1",
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          "oid": "52ff625dbb807dd447cc988be3b5695a3b03eb16",
          "body": "Bumps [conda-incubator/setup-miniconda](https://github.com/conda-incubator/setup-miniconda) from 3 to 4.\n- [Release notes](https://github.com/conda-incubator/setup-miniconda/releases)\n- [Changelog](https://github.com/conda-incubator/setup-miniconda/blob/main/CHANGELOG.md)\n- [Commits](https://github.\n[…]\nname: conda-incubator/setup-miniconda\n  dependency-version: '4'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump conda-incubator/setup-miniconda from 3 to 4",
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          "body": "…ibuildwheel-3.4.0\n\nBump pypa/cibuildwheel from 3.3.1 to 3.4.0",
          "is_bot": false,
          "headline": "Merge pull request #224 from pytroll/dependabot/github_actions/pypa/c…",
          "author_name": "Panu Lahtinen",
          "author_login": "pnuu",
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        {
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          "body": "…v/codecov-action-6\n\nBump codecov/codecov-action from 5 to 6",
          "is_bot": false,
          "headline": "Merge pull request #225 from pytroll/dependabot/github_actions/codeco…",
          "author_name": "Panu Lahtinen",
          "author_login": "pnuu",
          "committed_at": "2026-04-02T05:32:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "f80fd65ff8f9a33cc4d1d86033825e2070f4d2ae",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 5 to 6.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/compare/v\n[…]\npendency-name: codecov/codecov-action\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump codecov/codecov-action from 5 to 6",
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        {
          "oid": "516ce310350d39f3aa2565c76b477436b6fca01a",
          "body": "Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from 3.3.1 to 3.4.0.\n- [Release notes](https://github.com/pypa/cibuildwheel/releases)\n- [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md)\n- [Commits](https://github.com/pypa/cibuildwheel/compare/v3.3.1...v3.4\n[…]\n dependency-name: pypa/cibuildwheel\n  dependency-version: 3.4.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump pypa/cibuildwheel from 3.3.1 to 3.4.0",
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          "committed_at": "2026-04-01T22:38:57Z",
          "body_truncated": true,
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          "oid": "c50f53d4dee851f7391026a55a7b1d6e71ebd897",
          "body": null,
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          "headline": "Upgrade RTD to Ubuntu 24",
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        {
          "oid": "ef2b2f17464d361cf29fd0241de428d732321724",
          "body": "…s/download-artifact-8\n\nBump actions/download-artifact from 7 to 8",
          "is_bot": false,
          "headline": "Merge pull request #222 from pytroll/dependabot/github_actions/action…",
          "author_name": "Panu Lahtinen",
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        {
          "oid": "e6cbc6218d4d612ab90aff10c732b8d1d5aafb52",
          "body": "…s/upload-artifact-7\n\nBump actions/upload-artifact from 6 to 7",
          "is_bot": false,
          "headline": "Merge pull request #221 from pytroll/dependabot/github_actions/action…",
          "author_name": "Panu Lahtinen",
          "author_login": "pnuu",
          "committed_at": "2026-03-01T18:17:58Z",
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        },
        {
          "oid": "b87347d8eca7e50b7c604977b0ddbb929f5d5c82",
          "body": "Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 7 to 8.\n- [Release notes](https://github.com/actions/download-artifact/releases)\n- [Commits](https://github.com/actions/download-artifact/compare/v7...v8)\n\n---\nupdated-dependencies:\n- dependency-name: actions/download-artifact\n  dependency-version: '8'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/download-artifact from 7 to 8",
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        {
          "oid": "434f19bf73d5300ee26041c2202ffe2604d7d625",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 6 to 7.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/upload-artifact\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/upload-artifact from 6 to 7",
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          "oid": "f66a0a1157c5e020e7e67b9ed0289ab53dde1720",
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          "oid": "1ded0c969e0913d713ccd6517bde313f498e7989",
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          "is_bot": false,
          "headline": "Update tolerance in gamma test assertion",
          "author_name": "David Hoese",
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          "committed_at": "2026-02-02T15:49:53Z",
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        {
          "oid": "cef472643d5f0a926f4cf53e512bfe1192e0df18",
          "body": "Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from 3.3.0 to 3.3.1.\n- [Release notes](https://github.com/pypa/cibuildwheel/releases)\n- [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md)\n- [Commits](https://github.com/pypa/cibuildwheel/compare/v3.3.0...v3.3\n[…]\n dependency-name: pypa/cibuildwheel\n  dependency-version: 3.3.1\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump pypa/cibuildwheel from 3.3.0 to 3.3.1",
          "author_name": "dependabot[bot]",
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          "committed_at": "2026-02-02T15:49:53Z",
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        {
          "oid": "1ee11a804e9fa070fa24c409978a49bccc5be234",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 5 to 6.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/v5...v6)\n\n---\nupdated-dependencies:\n- dependency-name: actions/upload-artifact\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/upload-artifact from 5 to 6",
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        {
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          "is_bot": false,
          "headline": "Bump macos intel runner to macos-15-intel",
          "author_name": "David Hoese",
          "author_login": "djhoese",
          "committed_at": "2026-01-05T16:20:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "552907280f57e9602bc94cca12ff22fb89727686",
          "body": "Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 6 to 7.\n- [Release notes](https://github.com/actions/download-artifact/releases)\n- [Commits](https://github.com/actions/download-artifact/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/download-artifact\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/download-artifact from 6 to 7",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-05T16:20:45Z",
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        },
        {
          "oid": "c24c30a73f7583b2d1ae194a08a73e4dbbdeb52c",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v5...v6)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 5 to 6",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-01T19:43:05Z",
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        {
          "oid": "a8a7e64db61d0a00f5a10436b1439e60391a7fe6",
          "body": "…ibuildwheel-3.3.0",
          "is_bot": false,
          "headline": "Merge pull request #216 from pytroll/dependabot/github_actions/pypa/c…",
          "author_name": "David Hoese",
          "author_login": "djhoese",
          "committed_at": "2025-12-01T19:41:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4394633d44e46e6fb52acae1bbd1a8f95fc6630",
          "body": "Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from 3.2.1 to 3.3.0.\n- [Release notes](https://github.com/pypa/cibuildwheel/releases)\n- [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md)\n- [Commits](https://github.com/pypa/cibuildwheel/compare/v3.2.1...v3.3\n[…]\n dependency-name: pypa/cibuildwheel\n  dependency-version: 3.3.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump pypa/cibuildwheel from 3.2.1 to 3.3.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-01T19:13:08Z",
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        {
          "oid": "2c5a38cbafe057a7b66bd13a7acd9199d1465d5f",
          "body": "…s/upload-artifact-5\n\nBump actions/upload-artifact from 4 to 5",
          "is_bot": false,
          "headline": "Merge pull request #214 from pytroll/dependabot/github_actions/action…",
          "author_name": "Panu Lahtinen",
          "author_login": "pnuu",
          "committed_at": "2025-11-07T13:32:22Z",
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        },
        {
          "oid": "1ee6c4c942a90f8016b7c7561f661a7364a9e743",
          "body": "…ibuildwheel-3.2.1",
          "is_bot": false,
          "headline": "Merge pull request #215 from pytroll/dependabot/github_actions/pypa/c…",
          "author_name": "David Hoese",
          "author_login": "djhoese",
          "committed_at": "2025-11-06T20:59:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3a24ccd864848752122aa92711b3ceb5c243f99",
          "body": "Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from 3.2.0 to 3.2.1.\n- [Release notes](https://github.com/pypa/cibuildwheel/releases)\n- [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md)\n- [Commits](https://github.com/pypa/cibuildwheel/compare/v3.2.0...v3.2\n[…]\n dependency-name: pypa/cibuildwheel\n  dependency-version: 3.2.1\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump pypa/cibuildwheel from 3.2.0 to 3.2.1",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-11-06T20:06:18Z",
          "body_truncated": true,
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        },
        {
          "oid": "3bbf69abcb115729605b6c5c6fa9aff5370e3cbe",
          "body": "…s/download-artifact-6\n\nBump actions/download-artifact from 5 to 6",
          "is_bot": false,
          "headline": "Merge pull request #213 from pytroll/dependabot/github_actions/action…",
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          "is_bot": true,
          "headline": "Bump pypa/gh-action-pypi-publish from 1.12.3 to 1.12.4",
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          "is_bot": true,
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          "is_bot": true,
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          "headline": "Merge pull request #191 from pytroll/dependabot/github_actions/pypa/c…",
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          "is_bot": false,
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          "is_bot": true,
          "headline": "Bump pypa/cibuildwheel from 2.21.3 to 2.22.0",
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          "is_bot": true,
          "headline": "Bump codecov/codecov-action from 4 to 5",
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          "is_bot": true,
          "headline": "Bump pypa/gh-action-pypi-publish from 1.11.0 to 1.12.2",
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          "body": "…ibuildwheel-2.21.3\n\nBump pypa/cibuildwheel from 2.21.1 to 2.21.3",
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          "headline": "Merge pull request #188 from pytroll/dependabot/github_actions/pypa/c…",
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          "headline": "Merge pull request #187 from pytroll/dependabot/github_actions/pypa/g…",
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          "is_bot": true,
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                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 69,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 43,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 15,
              "top_contributor_share": 0.534
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 53% of commits",
                "points": 10.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 53
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "15 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 15
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 10 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "merged_prs": 191,
              "open_issues": 9,
              "closed_issues": 25,
              "issue_closed_ratio": 0.735,
              "closed_unmerged_prs": 5
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "74% of issues closed",
                "points": 34.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 74
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "191/196 decided PRs merged",
                "points": 37.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 191,
                      "decided": 196
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/2 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "followers": 166,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "pytroll",
              "public_repos": 57,
              "account_age_days": 4051
            },
            "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": "166 followers of pytroll",
                "points": 16,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 166,
                      "login": "pytroll"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "57 public repos, account ~11 yr old",
                "points": 24.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 57
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "trollimage"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 172
            },
            "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 172 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 172
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "53 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 53
                    }
                  }
                ],
                "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": 96,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "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": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": null,
                "points": 16,
                "status": "met",
                "details": [],
                "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": "17 out of 17 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "hacktoberfest",
                "python",
                "image",
                "colormap"
              ],
              "has_wiki": true,
              "homepage": "http://trollimage.readthedocs.org/",
              "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": "http://trollimage.readthedocs.org/",
                "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": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 53,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.3
            },
            "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": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "17 out of 17 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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 0/2 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 10 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": "11 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "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": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "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:trollimage@1.28.0 runtime dependency closure — what installing the published package pulls in — 2 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:trollimage@1.28.0",
                  "assessed": 2
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 2,
              "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": 2,
              "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": 51,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.385,
              "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": "25 of 65 human commits state their intent (structured subject or explanatory body)",
                "points": 20.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 25,
                      "sampled": 65
                    }
                  }
                ],
                "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": [
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              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "trollimage/py.typed"
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              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.35
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "doc/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
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        ],
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      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T17:35:45.262619Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pytroll/trollimage.svg",
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}

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

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