公开记录中等
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-17 16:21 UTC
sokrypton / ColAbFold
Making Protein folding accessible to all!
sokrypton/ColAbFold 的健康指数为 100 分中的 66 分，处于「中等」区间。 其得分最高的类别是Vitality（80/100），最低的是AI Readiness（30/100）。 最近一次更新在 3 天前。 近期的大部分工作由 2 位贡献者完成。
66
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。
66
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 |
|---|---|---|---|---|---|
| PyPI | colabfold | 1.6.2 | 12,259 | 8 | 3 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？
80
开发活跃度
78良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 3 天前 |
| 14.5/36 | 提交节奏 — 52 周中有 21 周有提交 |
| 17.3/18 | 提交量 — 最近一年 83 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 20 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 83 |
| human_commit_share | — |
| days_since_last_push | 3 |
| active_weeks_last_year | 21 |
发布纪律
84良好
评分方式
| 27/27 | 有发布版本 — 已发布 9 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 3 天前 |
| 12.6/27 | 发布节奏 — 约每 227.2 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 9 |
| latest_release_tag | v1.6.2 |
| releases_from_tags | 否 |
| days_since_latest_release | 3 |
| mean_days_between_releases | 227.2 |
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？
80
流行度与采用
90优秀
评分方式
| 56/60 | 星标 — 2,836 个星标 |
| 23.9/25 | 复刻 — 732 个复刻 |
| 9.6/15 | 关注者 — 54 位关注者 |
所用输入
| forks | 732 |
| stars | 2,836 |
| watchers | 54 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
78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（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 7.2/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 是 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
68中等
评分方式
| 54.5/80 | 月度下载量 — pypi 合计每月 12,259 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
| packages | colabfold |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 12,259 |
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？
68
维护者韧性（巴士系数）
62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 |
| 13.8/22.5 | 提交分布 — 头号贡献者编写了 39% 的提交 |
| 13.5/13.5 | 贡献者广度 — 42 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 13 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 42 |
| top_contributor_share | 0.387 |
议题与 PR 响应能力
48存在风险
评分方式
| 20.4/46.8 | 议题解决 — 44% 的议题已关闭 |
| 27.1/38.3 | PR 接受 — 已裁定的 PR 中 88/124 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 88 |
| open_issues | 393 |
| closed_issues | 304 |
| issue_closed_ratio | 0.436 |
| closed_unmerged_prs | 36 |
所有权与托管责任
70良好
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 |
| 20.6/25 | 所有者影响力 — sokrypton 有 734 位关注者 |
| 25/25 | 既往记录 — 61 个公开仓库，账户约 13 年 |
所用输入
| followers | 734 |
| owner_type | User |
| is_verified | — |
| owner_login | sokrypton |
| public_repos | 61 |
| account_age_days | 4,838 |
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。
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 3 天前 |
| 20/20 | 版本历史 — 8 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 | colabfold |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 3 |
工程质量
基础的工程与文档实践是否到位？
60
工程实践
60中等
评分方式
| 24/24 | CI 工作流 — 3 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
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
60中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 4 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | bioinformatics, multiple-sequence-alignment, protein-structure, structure-prediction |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 否 |
| 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？
37
安全态势
37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 — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 13 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no 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 — 20 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 0/5 | SAST — no SAST tool detected |
| 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 |
| 0/7.5 | Vulnerabilities — 34 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.7 |
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。
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。
30
AI 代理上下文与指引
1危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
验证循环（构建 / 测试 / 类型检查）
40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 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 1/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | poetry.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。
面向模型的代码可读性
53中等
评分方式
| 0/45 | 可类型检查的代码 — Jupyter Notebook，未配置类型检查 |
| 53/55 | 可控的文件大小 — 采样的 28 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Jupyter Notebook |
| largest_source_bytes | 91,330 |
| source_files_sampled | 28 |
| oversized_source_files | 1 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — notebooks |
所用输入
| example_dirs | notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
2,836GitHub 星标
42贡献者
83最近 12 个月提交数
3距最近推送天数
9发布版本数
2巴士系数（bus factor）
393开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 3.7 / 10
3.7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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 13 contributing companies or organizations |
| 10 | Dangerous-Workflow | no 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 | 20 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 0 | SAST | no SAST tool detected |
| 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 |
| 0 | Vulnerabilities | 34 existing vulnerabilities detected |
直接依赖 17
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | absl-py | ^1.0.0 | pyproject.toml |
| PyPI | jax | >=0.5.2,<0.11 | pyproject.toml |
| PyPI | matplotlib | ^3.8.4 | pyproject.toml |
| PyPI | biopython | <1.86 | pyproject.toml |
| PyPI | numpy | ^2.0.2 | pyproject.toml |
| PyPI | pandas | ^2.2.2 | pyproject.toml |
| PyPI | alphafold-colabfold | 2.3.18 | pyproject.toml |
| PyPI | requests | ^2.26.0 | pyproject.toml |
| PyPI | tqdm | ^4.62.2 | pyproject.toml |
| PyPI | appdirs | ^1.4.4 | pyproject.toml |
| PyPI | py3Dmol | ^2.0.1 | pyproject.toml |
| PyPI | dm-tree | ^0.1.9 | pyproject.toml |
| PyPI | dm-haiku | ^0.0.16 | pyproject.toml |
| PyPI | importlib-metadata | ^8.6.1 | pyproject.toml |
| PyPI | pdbfixer | ^1.12.0 | pyproject.toml |
| PyPI | openmm | ^8.2.0 | pyproject.toml |
| PyPI | orjson | ^3.11.4 | pyproject.toml |
全部依赖 63
来自 GitHub 依赖图的完整解析依赖集合：17 个直接依赖与 46 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 | absl-py | 1.4.0 | 直接 |
| PyPI | alphafold-colabfold | 2.3.18 | 直接 |
| PyPI | appdirs | 1.4.4 | 直接 |
| PyPI | biopython | 1.82 | 直接 |
| PyPI | dm-haiku | 0.0.16 | 直接 |
| PyPI | dm-tree | 0.1.9 | 直接 |
| PyPI | importlib-metadata | 8.7.0 | 直接 |
| PyPI | jax | 0.5.3 | 直接 |
| PyPI | matplotlib | 3.10.5 | 直接 |
| PyPI | numpy | 2.2.6 | 直接 |
| PyPI | openmm | 8.4.0.post2 | 直接 |
| PyPI | orjson | 3.11.7 | 直接 |
| PyPI | pandas | 2.3.2 | 直接 |
| PyPI | pdbfixer | 1.12.0 | 直接 |
| PyPI | py3dmol | 2.0.4 | 直接 |
| PyPI | requests | 2.31.0 | 直接 |
| PyPI | tqdm | 4.66.1 | 直接 |
| PyPI | atomicwrites | 1.4.1 | 间接 |
| PyPI | attrs | 23.1.0 | 间接 |
| PyPI | black | 23.12.1 | 间接 |
| PyPI | certifi | 2023.11.17 | 间接 |
| PyPI | charset-normalizer | 3.3.2 | 间接 |
| PyPI | chex | 0.1.85 | 间接 |
| PyPI | click | 8.1.7 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | contextlib2 | 21.6.0 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | fonttools | 4.47.0 | 间接 |
| PyPI | idna | 3.6 | 间接 |
| PyPI | immutabledict | 4.2.1 | 间接 |
| PyPI | iniconfig | 2.0.0 | 间接 |
| PyPI | jaxlib | 0.5.3 | 间接 |
| PyPI | jmp | 0.0.4 | 间接 |
| PyPI | kiwisolver | 1.4.5 | 间接 |
| PyPI | legacy-cgi | 2.6.4 | 间接 |
| PyPI | ml-collections | 0.1.1 | 间接 |
| PyPI | ml-dtypes | 0.5.3 | 间接 |
| PyPI | mypy-extensions | 1.0.0 | 间接 |
| PyPI | opt-einsum | 3.3.0 | 间接 |
| PyPI | packaging | 23.2 | 间接 |
| PyPI | pathspec | 0.12.1 | 间接 |
| PyPI | pillow | 10.1.0 | 间接 |
| PyPI | platformdirs | 4.1.0 | 间接 |
| PyPI | pluggy | 1.3.0 | 间接 |
| PyPI | py | 1.11.0 | 间接 |
| PyPI | pyparsing | 3.1.1 | 间接 |
| PyPI | pytest | 6.2.5 | 间接 |
| PyPI | python-dateutil | 2.8.2 | 间接 |
| PyPI | pytz | 2023.3.post1 | 间接 |
| PyPI | pyyaml | 6.0.1 | 间接 |
| PyPI | scipy | 1.15.3 | 间接 |
| PyPI | setuptools | 69.0.3 | 间接 |
| PyPI | six | 1.16.0 | 间接 |
| PyPI | tabulate | 0.9.0 | 间接 |
| PyPI | toml | 0.10.2 | 间接 |
| PyPI | tomli | 2.0.1 | 间接 |
| PyPI | toolz | 0.12.0 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | tzdata | 2025.2 | 间接 |
| PyPI | urllib3 | 2.1.0 | 间接 |
| PyPI | wrapt | 1.16.0 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"bioinformatics",
"multiple-sequence-alignment",
"protein-structure",
"structure-prediction"
],
"is_fork": false,
"size_kb": 145350,
"has_wiki": true,
"homepage": null,
"languages": {
"Shell": 17000,
"Python": 335646,
"Dockerfile": 1690,
"Jupyter Notebook": 3372758
},
"pushed_at": "2026-07-14T11:12:39Z",
"created_at": "2021-07-19T23:24:37Z",
"owner_type": "User",
"updated_at": "2026-07-16T19:23:35Z",
"description": "Making Protein folding accessible to all!",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"primary_language": "Jupyter Notebook",
"significant_languages": [
"Jupyter Notebook"
]
},
"owner": {
"blog": "solab.org",
"name": "Sergey Ovchinnikov",
"type": "User",
"login": "sokrypton",
"company": null,
"followers": 734,
"avatar_url": "https://avatars.githubusercontent.com/u/4187522?v=4",
"created_at": "2013-04-18T04:01:52Z",
"is_verified": null,
"public_repos": 61,
"account_age_days": 4838
},
"activity": {
"releases_count": 9,
"commits_last_year": 83,
"latest_release_at": "2026-07-14T11:16:18Z",
"latest_release_tag": "v1.6.2",
"releases_from_tags": false,
"days_since_last_push": 3,
"active_weeks_last_year": 21,
"days_since_latest_release": 3,
"mean_days_between_releases": 227.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 57,
"has_issue_template": true,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "colabfold",
"exists": true,
"license": "MIT, but separate licenses for the trained weights",
"keywords": [
"License :: Other/Proprietary License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Scientific/Engineering :: Bio-Informatics"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/colabfold/",
"is_deprecated": false,
"latest_version": "1.6.2",
"repository_url": "https://github.com/sokrypton/ColabFold",
"versions_count": 8,
"total_downloads": null,
"dependents_count": null,
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"days_since_latest_release": 3,
"mean_days_between_releases": 227.2
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "9 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 9
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 3 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 3
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~227.2 days",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 227.2
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 80,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "excellent",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"forks": 732,
"stars": 2836,
"watchers": 54,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "2,836 stars",
"points": 56,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 2836
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "732 forks",
"points": 23.9,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 732
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "54 watchers",
"points": 9.6,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 54
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": true,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 7.2,
"status": "met",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 68,
"inputs": {
"packages": [
"colabfold"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 12259
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "12,259 downloads/month across pypi",
"points": 54.5,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 12259,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"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": 68,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 42,
"top_contributor_share": 0.387
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 39% of commits",
"points": 13.8,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 39
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "42 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 42
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 13 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "at_risk",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 48,
"inputs": {
"merged_prs": 88,
"open_issues": 393,
"closed_issues": 304,
"issue_closed_ratio": 0.436,
"closed_unmerged_prs": 36
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "44% of issues closed",
"points": 20.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 44
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "88/124 decided PRs merged",
"points": 27.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 88,
"decided": 124
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 70,
"inputs": {
"followers": 734,
"owner_type": "User",
"is_verified": null,
"owner_login": "sokrypton",
"public_repos": 61,
"account_age_days": 4838
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "734 followers of sokrypton",
"points": 20.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 734,
"login": "sokrypton"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "61 public repos, account ~13 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 61
}
},
{
"code": "account_age_years",
"params": {
"years": 13
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"colabfold"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 3
},
"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 3 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 3
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "8 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 8
}
}
],
"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": "moderate",
"name": "Engineering Quality",
"value": 60,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"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": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
"bioinformatics",
"multiple-sequence-alignment",
"protein-structure",
"structure-prediction"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"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": "at_risk",
"name": "Security",
"value": 37,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 37,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 3.7
},
"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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 13 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": "no update tool detected",
"points": 0,
"status": "missed",
"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": "20 commit(s) and 11 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",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 0.5,
"status": "partial",
"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 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": "34 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"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": 7
},
"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": "at_risk",
"name": "AI Readiness",
"value": 30,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
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