公开记录良好
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 05:47 UTC
OpenEnergyPlatform / open-MaStR
A Python Package to Download and Process the German Power Plant and Energy System Registry Marktstammdatenregister (MaStR)
OpenEnergyPlatform/open-MaStR 的健康指数为 100 分中的 76 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（39/100）。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。
76
总分 / 100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。
76
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）
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
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | open_mastr | 0.17.4 | - | 24 | 4 天前 | markstammdatenregisterenergydatasetsolarwindenergy-dataoepopenenergyfamily |
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？
91
开发活跃度
90优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 25.6/36 | 提交节奏 — 52 周中有 37 周有提交 |
| 18/18 | 提交量 — 最近一年 275 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 275 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 37 |
发布纪律
92优秀
评分方式
| 27/27 | 有发布版本 — 已发布 26 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 4 天前 |
| 19.8/27 | 发布节奏 — 约每 85.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 26 |
| latest_release_tag | v0.17.4 |
| releases_from_tags | 否 |
| days_since_latest_release | 4 |
| mean_days_between_releases | 85.6 |
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？
64
流行度与采用
52中等
评分方式
| 34.5/60 | 星标 — 135 个星标 |
| 12.4/25 | 复刻 — 32 个复刻 |
| 4.7/15 | 关注者 — 8 位关注者 |
所用输入
| forks | 32 |
| stars | 135 |
| watchers | 8 |
| growth_state | organic |
| growth_factor_pct | 100 |
社区健康
77良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（AGPL-3.0） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 是 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
76
维护者韧性（巴士系数）
61中等
评分方式
| 25.2/54 | 巴士系数 — 2 位贡献者贡献了半数提交 |
| 12.2/22.5 | 提交分布 — 头号贡献者编写了 46% 的提交 |
| 13.5/13.5 | 贡献者广度 — 26 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 21 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 26 |
| top_contributor_share | 0.457 |
议题与 PR 响应能力
82良好
评分方式
| 42.3/46.8 | 议题解决 — 90% 的议题已关闭 |
| 34/38.3 | PR 接受 — 已裁定的 PR 中 282/317 已合并 |
| 6/15 | OpenSSF Scorecard：Code-Review — Found 2/5 approved changesets -- score normalized to 4 |
所用输入
| merged_prs | 282 |
| open_issues | 42 |
| closed_issues | 402 |
| issue_closed_ratio | 0.905 |
| closed_unmerged_prs | 35 |
所有权与托管责任
68中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 15.1/25 | 所有者影响力 — OpenEnergyPlatform 有 127 位关注者 |
| 23.2/25 | 既往记录 — 33 个公开仓库，账户约 8 年 |
所用输入
| followers | 127 |
| owner_type | Organization |
| is_verified | — |
| owner_login | OpenEnergyPlatform |
| public_repos | 33 |
| account_age_days | 3,059 |
软件包维护
100优秀
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 4 天前 |
| 20/20 | 版本历史 — 24 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
| packages | open_mastr |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 4 |
工程质量
基础的工程与文档实践是否到位？
96
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 5 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .flake8 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 5 out of 5 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://open-mastr.readthedocs.io/en/latest/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 10 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | open-energy-family, oep, marktstammdatenregister, python, energy, energy-data, dataset, datasets, solar, bnetza |
| has_wiki | 是 |
| homepage | https://open-mastr.readthedocs.io/en/latest/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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？
42
安全态势
42存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 5 out of 5 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3/7.5 | Code-Review — Found 2/5 approved changesets -- score normalized to 4 |
| 2.5/2.5 | Contributors — project has 21 contributing companies or organizations |
| 0/10 | Dangerous-Workflow — dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.2 |
已排除计分（无数据或不适用）：branch_protection, signed_releases。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
39
AI 代理上下文与指引
40存在风险
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） |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 76 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.76 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
验证循环（构建 / 测试 / 类型检查）
33存在风险
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — .flake8 |
| 0/11 | 静态类型检查 |
| 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 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
55中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 55/55 | 可控的文件大小 — 采样的 35 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 24,195 |
| source_files_sampled | 35 |
| oversized_source_files | 0 |
关键数据
135GitHub 星标
26贡献者
275最近 12 个月提交数
0距最近推送天数
26发布版本数
2巴士系数（bus factor）
42开放议题
PyPI软件包生态系统数
数据采集警告
- deps.dev does not index pypi:open_mastr@0.17.4; advisories assessed against the repository dependency graph instead
- No resolved dependencies carried a version and a supported ecosystem
更多细节
Star 与 Fork 历史 135 ★ / 32 ⇿
135Star
32Fork
26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。
主版本 0次版本 7修订 19
每个点涵盖 7 天。
OpenSSF Scorecard 4.2 / 10
4.2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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 5 out of 5 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 4 | Code-Review | Found 2/5 approved changesets -- score normalized to 4 |
| 10 | Contributors | project has 21 contributing companies or organizations |
| 0 | Dangerous-Workflow | dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 11
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | pandas | >=2.2.2 | pyproject.toml |
| PyPI | numpy | — | pyproject.toml |
| PyPI | sqlalchemy | >=2.0 | pyproject.toml |
| PyPI | psycopg2-binary | — | pyproject.toml |
| PyPI | zeep | — | pyproject.toml |
| PyPI | tqdm | — | pyproject.toml |
| PyPI | requests | — | pyproject.toml |
| PyPI | keyring | — | pyproject.toml |
| PyPI | pyyaml | — | pyproject.toml |
| PyPI | xmltodict | — | pyproject.toml |
| PyPI | xmlschema | — | pyproject.toml |
全部依赖 14
来自 GitHub 依赖图的完整解析依赖集合：11 个直接依赖与 3 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 |
|---|---|---|---|
| PyPI | keyring | — | 直接 |
| PyPI | numpy | — | 直接 |
| PyPI | pandas | — | 直接 |
| PyPI | psycopg2-binary | — | 直接 |
| PyPI | pyyaml | — | 直接 |
| PyPI | requests | — | 直接 |
| PyPI | sqlalchemy | — | 直接 |
| PyPI | tqdm | — | 直接 |
| PyPI | xmlschema | — | 直接 |
| PyPI | xmltodict | — | 直接 |
| PyPI | zeep | — | 直接 |
| PyPI | mkdocs-include-markdown-plugin | — | 间接 |
| PyPI | mkdocs-material | — | 间接 |
| PyPI | mkdocstrings | — | 间接 |
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies carried a version and a supported ecosystem
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"open-energy-family",
"oep",
"marktstammdatenregister",
"python",
"energy",
"energy-data",
"dataset",
"datasets",
"solar",
"bnetza"
],
"is_fork": false,
"size_kb": 36626,
"has_wiki": true,
"homepage": "https://open-mastr.readthedocs.io/en/latest/",
"languages": {
"Python": 259704
},
"pushed_at": "2026-07-21T11:53:22Z",
"created_at": "2019-08-21T14:11:11Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T11:54:54Z",
"description": "A Python Package to Download and Process the German Power Plant and Energy System Registry Marktstammdatenregister (MaStR)",
"is_archived": false,
"is_disabled": false,
"license_spdx": "AGPL-3.0",
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"primary_language": "Python",
"significant_languages": [
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]
},
"owner": {
"blog": "https://github.com/OpenEnergyPlatform/organisation/blob/master/README.md",
"name": "Open Energy Family",
"type": "Organization",
"login": "OpenEnergyPlatform",
"company": null,
"location": "Magdeburg, Germany",
"followers": 127,
"avatar_url": "https://avatars.githubusercontent.com/u/37101913?v=4",
"created_at": "2018-03-06T08:18:33Z",
"is_verified": null,
"public_repos": 33,
"account_age_days": 3059
},
"license": {
"state": "standard",
"spdx_id": "AGPL-3.0",
"raw_spdx": "AGPL-3.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.17.4",
"kind": "patch",
"published_at": "2026-07-17T14:05:53Z"
},
{
"tag": "v0.17.3",
"kind": "patch",
"published_at": "2026-07-17T13:04:44Z"
},
{
"tag": "v0.17.2",
"kind": "patch",
"published_at": "2026-07-17T11:44:19Z"
},
{
"tag": "v0.17.1",
"kind": "patch",
"published_at": "2026-04-13T14:51:08Z"
},
{
"tag": "v0.17.0",
"kind": "minor",
"published_at": "2026-04-02T15:22:37Z"
},
{
"tag": "v0.16.1",
"kind": "patch",
"published_at": "2025-12-17T15:21:15Z"
},
{
"tag": "v0.16.0",
"kind": "minor",
"published_at": "2025-11-26T09:40:01Z"
},
{
"tag": "v0.15.0",
"kind": "minor",
"published_at": "2025-04-19T20:38:40Z"
},
{
"tag": "v0.14.5",
"kind": "patch",
"published_at": "2024-10-11T12:22:23Z"
},
{
"tag": "v0.14.4",
"kind": "patch",
"published_at": "2024-06-07T06:57:56Z"
},
{
"tag": "v0.14.3",
"kind": "patch",
"published_at": "2024-04-24T11:27:37Z"
},
{
"tag": "v0.14.2",
"kind": "patch",
"published_at": "2024-04-10T07:44:37Z"
},
{
"tag": "v0.14.1",
"kind": "patch",
"published_at": "2024-01-17T16:15:38Z"
},
{
"tag": "v0.14.0",
"kind": "minor",
"published_at": "2023-11-22T13:04:07Z"
},
{
"tag": "v0.13.2",
"kind": "patch",
"published_at": "2023-08-07T11:37:18Z"
},
{
"tag": "v0.13.1",
"kind": "patch",
"published_at": "2023-04-11T08:53:02Z"
},
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2023-02-16T12:35:41Z"
},
{
"tag": "v0.12.1",
"kind": "patch",
"published_at": "2022-11-15T12:42:41Z"
},
{
"tag": "v0.12.0",
"kind": "minor",
"published_at": "2022-11-07T12:54:18Z"
},
{
"tag": "v0.11.7",
"kind": "patch",
"published_at": "2022-08-25T15:17:13Z"
},
{
"tag": "v0.11.6",
"kind": "patch",
"published_at": "2022-08-17T08:40:30Z"
},
{
"tag": "v0.11.4",
"kind": "patch",
"published_at": "2022-07-13T08:09:06Z"
},
{
"tag": "v0.11.3",
"kind": "patch",
"published_at": "2022-07-07T18:46:09Z"
},
{
"tag": "v0.11.2",
"kind": "patch",
"published_at": "2022-05-18T07:54:34Z"
},
{
"tag": "v0.11.1",
"kind": "patch",
"published_at": "2022-05-16T22:49:41Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2019-12-05T16:43:38Z"
}
],
"recent_commits": [
{
"oid": "f363e1d05367478088afadd16a835880eff6c2e1",
"body": "…-open-mastr\n\n751 increase fairness open mastr",
"is_bot": false,
"headline": "Merge pull request #780 from OpenEnergyPlatform/751-increase-fairness…",
"author_name": "Florian Kotthoff",
"author_login": "FlorianK13",
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},
{
"oid": "d2756f3b88a6b18332a7de4b841ec1450ab3c7ee",
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"is_bot": false,
"headline": "Add new keywords #751",
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{
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"status": "partial",
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},
{
"key": "contributors",
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"status": "met",
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},
{
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"points": 0,
"status": "missed",
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{
"key": "dependency_update_tool",
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{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
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},
{
"key": "license",
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"points": 2.5,
"status": "met",
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{
"key": "maintained",
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"points": 7.5,
"status": "met",
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{
"key": "packaging",
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"points": 5,
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"details": [],
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{
"key": "pinned_dependencies",
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{
"key": "sast",
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{
"key": "security_policy",
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{
"key": "signed_releases",
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{
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{
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{
"key": "vulnerabilities",
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]
},
{
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{
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"North Korea"
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{
"code": "jurisdiction_no_match",
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}
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{
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"value": 39,
"weight": 0,
"metrics": [
{
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"note": null,
"notes": [],
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"legible_history_share": 0.76,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
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"components": [
{
"key": "agent_instructions",
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{
"code": "no_agent_instructions",
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"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
"status": "missed",
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"max_points": 15
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{
"key": "legible_commit_history",
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{
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{
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{
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{
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{
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{
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"max_points": 11
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{
"key": "static_type_checking",
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"points": 0,
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{
"key": "reproducible_environment",
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"points": 0,
"status": "missed",
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},
{
"key": "demonstrated_agent_practice",
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"status": "missed",
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{
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{
"key": "automated_maintenance",
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"status": "missed",
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{
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{
"key": "openssf_scorecard_pinned_dependencies",
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},
{
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"notes": [],
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"largest_source_bytes": 24195,
"source_files_sampled": 35,
"oversized_source_files": 0
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"components": [
{
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"points": 0,
"status": "missed",
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{
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],
"max_points": 45
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{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
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"points": 55,
"status": "met",
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{
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"oversized": 0
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}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
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"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-22T05:47:33.354961Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/OpenEnergyPlatform/open-MaStR.svg",
"full_name": "OpenEnergyPlatform/open-MaStR",
"license_state": "standard",
"license_spdx": "AGPL-3.0"
}