公开记录存在风险
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-28 02:49 UTC
jolespin / veba
A modular end-to-end suite for in silico recovery, clustering, and analysis of prokaryotic, microeukaryotic, and viral genomes from metagenomes
jolespin/veba 的健康指数为 100 分中的 45 分，处于「存在风险」区间。 其得分最高的类别是Vitality（70/100），最低的是AI Readiness（20/100）。 最近一次更新在 14 天前。 近期的大部分工作由 1 位贡献者完成。
45
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。
45
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
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？
70
开发活跃度
62中等
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 14 天前 |
| 6.9/36 | 提交节奏 — 52 周中有 10 周有提交 |
| 16.2/18 | 提交量 — 最近一年 62 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 14 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 62 |
| human_commit_share | 1 |
| days_since_last_push | 14 |
| active_weeks_last_year | 10 |
发布纪律
83良好
评分方式
| 27/27 | 有发布版本 — 已发布 27 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 24 天前 |
| 19.8/27 | 发布节奏 — 约每 83.7 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 27 |
| latest_release_tag | v2.5.3 |
| releases_from_tags | 否 |
| days_since_latest_release | 24 |
| mean_days_between_releases | 83.7 |
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？
47
流行度与采用
44存在风险
评分方式
| 32.7/60 | 星标 — 105 个星标 |
| 8.7/25 | 复刻 — 12 个复刻 |
| 2.7/15 | 关注者 — 4 位关注者 |
所用输入
| forks | 12 |
| stars | 105 |
| watchers | 4 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
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） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
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？
47
维护者韧性（巴士系数）
12危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0.3/22.5 | 提交分布 — 头号贡献者编写了 98% 的提交 |
| 2.7/13.5 | 贡献者广度 — 2 位贡献者 |
| 0/10 | OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.985 |
议题与 PR 响应能力
76良好
评分方式
| 37.7/46.8 | 议题解决 — 81% 的议题已关闭 |
| 37.2/38.3 | PR 接受 — 已裁定的 PR 中 103/106 已合并 |
| 1.5/15 | OpenSSF Scorecard：Code-Review — Found 1/7 approved changesets -- score normalized to 1 |
所用输入
| merged_prs | 103 |
| open_issues | 20 |
| closed_issues | 83 |
| issue_closed_ratio | 0.806 |
| closed_unmerged_prs | 3 |
所有权与托管责任
61中等
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 |
| 14.2/25 | 所有者影响力 — jolespin 有 93 位关注者 |
| 24.4/25 | 既往记录 — 50 个公开仓库，账户约 11 年 |
所用输入
| followers | 93 |
| owner_type | User |
| is_verified | — |
| owner_login | jolespin |
| public_repos | 50 |
| account_age_days | 4,311 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
工程质量
基础的工程与文档实践是否到位？
25
工程实践
1危急
评分方式
| 0/24 | CI 工作流 |
| 0/24 | 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 — 0 out of 7 merged PRs checked by a CI test -- score normalized to 0 |
所用输入
| has_ci | 否 |
| has_tests | 否 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
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 — 6 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | bioinformatics, genomics, metagenomics, metatranscriptomics, microbial, microbiome |
| 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？
31
安全态势
31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 — 0 out of 7 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 1/7 approved changesets -- score normalized to 1 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 0/10 | Dangerous-Workflow — 无数据 |
| 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 — 14 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 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 — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — 无数据 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3.1 |
已排除计分（无数据或不适用）：dangerous_workflow, packaging, token_permissions。 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。
20
AI 代理上下文与指引
16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） |
| 16/40 | 可读的提交历史 — 100 次人类提交中有 30 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 | 0.3 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 0/18 | 一条命令的引导启动 |
| 0/22 | 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 |
| 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 | 否 |
| lockfiles | — |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
54中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 54.3/55 | 可控的文件大小 — 采样的 164 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 78,394 |
| source_files_sampled | 164 |
| oversized_source_files | 2 |
关键数据
105GitHub 星标
2贡献者
62最近 12 个月提交数
14距最近推送天数
27发布版本数
1巴士系数（bus factor）
20开放议题
—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
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
Star 与 Fork 历史 0 ★ / 12 ⇿
0Star
12Fork
25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 1次版本 9修订 11
每个点涵盖 4 天。
OpenSSF Scorecard 3.1 / 10
3.1综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 7 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 1/7 approved changesets -- score normalized to 1 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 不适用 | Dangerous-Workflow | no workflows found |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 14 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not 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 |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 不适用 | Token-Permissions | No tokens found |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
原始 JSON 报告 机器可读
{
"data": {
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"metagenomics",
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"languages": {
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"Shell": 60886,
"Python": 2052412,
"Dockerfile": 1646,
"Rich Text Format": 2391
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"pushed_at": "2026-07-14T01:43:36Z",
"created_at": "2022-04-20T08:10:10Z",
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"updated_at": "2026-07-17T14:38:16Z",
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"file_present": true,
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},
"activity": {
"releases": [
{
"tag": "v2.5.3",
"kind": "patch",
"published_at": "2026-07-03T02:54:27Z"
},
{
"tag": "v2.5.2",
"kind": "patch",
"published_at": "2026-04-03T20:00:24Z"
},
{
"tag": "v2.5.1",
"kind": "patch",
"published_at": "2025-04-12T18:47:48Z"
},
{
"tag": "v2.5.0",
"kind": "minor",
"published_at": "2025-04-10T20:40:45Z"
},
{
"tag": "v2.4.2",
"kind": "patch",
"published_at": "2025-02-02T00:01:10Z"
},
{
"tag": "v2.4.1",
"kind": "patch",
"published_at": "2025-02-01T23:47:42Z"
},
{
"tag": "v2.4.0",
"kind": "minor",
"published_at": "2025-01-29T20:28:17Z"
},
{
"tag": "v2.3.0",
"kind": "minor",
"published_at": "2024-09-22T16:52:17Z"
},
{
"tag": "v2.2.1",
"kind": "patch",
"published_at": "2024-08-30T00:38:45Z"
},
{
"tag": "v2.2.0",
"kind": "minor",
"published_at": "2024-06-10T01:16:47Z"
},
{
"tag": "v2.1.0-zen",
"kind": "prerelease",
"published_at": "2024-06-03T18:46:16Z"
},
{
"tag": "v2.1.0",
"kind": "minor",
"published_at": "2024-05-17T14:13:04Z"
},
{
"tag": "v2.1.0b",
"kind": "other",
"published_at": "2024-05-08T21:11:06Z"
},
{
"tag": "v2.0.0",
"kind": "major",
"published_at": "2024-03-10T20:12:45Z"
},
{
"tag": "v1.5.0",
"kind": "minor",
"published_at": "2024-01-30T21:46:30Z"
},
{
"tag": "v1.4.2",
"kind": "patch",
"published_at": "2023-12-22T03:41:47Z"
},
{
"tag": "v1.4.1",
"kind": "patch",
"published_at": "2023-12-19T23:22:04Z"
},
{
"tag": "v1.3.0",
"kind": "minor",
"published_at": "2023-10-27T21:13:37Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2023-07-12T00:22:32Z"
},
{
"tag": "v1.1.2",
"kind": "patch",
"published_at": "2023-05-17T03:34:58Z"
},
{
"tag": "v1.1.1",
"kind": "patch",
"published_at": "2023-03-21T00:20:07Z"
},
{
"tag": "v1.1.0",
"kind": "minor",
"published_at": "2023-03-02T20:44:45Z"
},
{
"tag": "v1.0.4",
"kind": "patch",
"published_at": "2022-12-28T06:04:57Z"
},
{
"tag": "v1.0.3e",
"kind": "other",
"published_at": "2022-12-14T18:47:00Z"
},
{
"tag": "v1.0.2a",
"kind": "other",
"published_at": "2022-10-27T00:57:14Z"
},
{
"tag": "v1.0.1",
"kind": "patch",
"published_at": "2022-10-21T00:42:36Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2022-09-18T22:46:46Z"
}
],
"recent_commits": [
{
"oid": "ceab34424cee16ec2fb8c16285c1e6afe81e6af9",
"body": "## [2.5.3] - 2026-07-02\n### Change\n - Removed the prepending to de Bruijn graph now that support is dropping for `MetaCOaG`. Fixes an issue when running `rnaspades.py` through the `assembly` module [Issue #208](https://github.com/jolespin/veba/issues/208)\n\nThanks to @411an13",
"is_bot": false,
"headline": "Merge pull request #210 from jolespin/dev",
"author_name": "Josh L. Espinoza",
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"committed_at": "2026-07-03T02:53:46Z",
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{
"oid": "cf5aae8aef5639fd25be0ac4ef36f6cd1282a41a",
"body": null,
"is_bot": false,
"headline": "Updated versions",
"author_name": "Josh L. Espinoza",
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{
"oid": "90b1836a19686131e4facfa6a60f72dc9e3a4d47",
"body": "…#208",
"is_bot": false,
"headline": "Removed support for prepending to de bruijn graphs which fixes Issue …",
"author_name": "Josh L. Espinoza",
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"committed_at": "2026-07-03T02:47:35Z",
"body_truncated": false,
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{
"oid": "933eb62f80b6058f7b6d7048512bc3751c65fc61",
"body": null,
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"headline": "Fixed issue 208",
"author_name": "Josh L. Espinoza",
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"body_truncated": false,
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{
"oid": "94c3fa3cb0216562cb26f4496aa42c05a502a5d3",
"body": "Remove prepend-de-Bruijn support (fixes #208)",
"is_bot": false,
"headline": "Merge pull request #209 from 411an13/bug/208_prepend-debruijn",
"author_name": "Josh L. Espinoza",
"author_login": "jolespin",
"committed_at": "2026-07-03T00:13:15Z",
"body_truncated": false,
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{
"oid": "982125f13cf556846d4adcdce9b2c32876e529bc",
"body": "Replace the explicit transcripts.fasta / transcripts.fasta.* /\ntranscripts.paths entries with a single transcripts.* glob, mirroring\nthe scaffolds.* glob used for SPAdes. Captures transcripts.paths and\nis more maintainable.",
"is_bot": false,
"headline": "Use transcripts.* glob in rnaSPAdes symlink step (#208)",
"author_name": "Allan Phillips",
"author_login": "411an13",
"committed_at": "2026-06-30T23:39:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0fe47975810f9b684f427d329de85df9ebbc00e9",
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"microbiome"
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"points": 30,
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"details": [],
"max_points": 30
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{
"key": "documentation_directory",
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"status": "missed",
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{
"key": "documentation_homepage_site",
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"points": 0,
"status": "missed",
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{
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"detail": null,
"points": 10,
"status": "met",
"details": [],
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},
{
"key": "topics",
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"points": 10,
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"details": [
{
"code": "topics_count",
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}
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"max_points": 10
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{
"key": "wiki",
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"status": "met",
"details": [],
"max_points": 10
}
]
}
],
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{
"key": "security",
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"weight": 0.16,
"metrics": [
{
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"notes": [
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"params": {
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{
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"scorecard_version": "v5.5.0",
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"scorecard_aggregate": 3.1
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"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "branch_protection",
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{
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"points": 0,
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{
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"points": 0,
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},
{
"key": "code_review",
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"points": 0.8,
"status": "partial",
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},
{
"key": "contributors",
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"points": 0,
"status": "missed",
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},
{
"key": "dangerous_workflow",
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"params": {}
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],
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{
"key": "dependency_update_tool",
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"points": 0,
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},
{
"key": "fuzzing",
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"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",
"details": [],
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{
"key": "packaging",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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{
"key": "pinned_dependencies",
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"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
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{
"key": "sast",
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"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
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{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
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"red_flag": false,
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"policy_countries": [
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"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 3
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"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
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]
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{
"key": "ai_readiness",
"band": "critical",
"name": "AI Readiness",
"value": 20,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 16,
"inputs": {
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"legible_history_share": 0.3,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
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"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",
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"detail": "30 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 16,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
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}
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"max_points": 40
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]
},
{
"key": "ai_verify_loop",
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"note": null,
"notes": [],
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"has_tests": false,
"lockfiles": [],
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"bootstrap_files": [],
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"typecheck_configs": [],
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"toolchain_manifests": [],
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"components": [
{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 18
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{
"key": "automated_tests",
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"points": 0,
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{
"key": "lint_format_config",
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"points": 0,
"status": "missed",
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{
"key": "static_type_checking",
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"detail": null,
"points": 0,
"status": "missed",
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{
"key": "reproducible_environment",
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"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
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"max_points": 10
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{
"key": "demonstrated_agent_practice",
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"points": 0,
"status": "missed",
"details": [
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{
"key": "automated_maintenance",
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"points": 0,
"status": "missed",
"details": [
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"params": {}
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"max_points": 8
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{
"key": "openssf_scorecard_pinned_dependencies",
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{
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"largest_source_bytes": 78394,
"source_files_sampled": 164,
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{
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"warnings": [
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],
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