公开记录中等
软件健康报告模式 0.31.0 · 指标 2.5.0 · 2026-08-05 08:23 UTC
artic-network / fieldbioinformatics
The ARTIC fieldbioinformatics pipeline
artic-network/fieldbioinformatics 的健康指数为 100 分中的 60 分，处于「中等」区间。 其得分最高的类别是Vitality（73/100），最低的是AI Readiness（30/100）。 最近一次更新在 19 天前。 近期的大部分工作由 2 位贡献者完成。
60
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，再依据公开记录的分布进行校准，使各等级具有百分位含义；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 34（存在风险）的上限。
60
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19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。
加权总体分 57 经校准后在公布的指数量表上为 60（记录校准 2026-08-02）。
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？
73
开发活跃度
55中等
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 19 天前 |
| 8.3/36 | 提交节奏 — 52 周中有 12 周有提交 |
| 11.5/18 | 提交量 — 最近一年 18 次提交 |
| 6/10 | OpenSSF Scorecard：Maintained — 4 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 6 |
所用输入
| commits_last_year | 18 |
| human_commit_share | 1 |
| days_since_last_push | 19 |
| active_weeks_last_year | 12 |
发布纪律
100卓越
评分方式
| 27/27 | 有发布版本 — 已发布 45 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 19 天前 |
| 27/27 | 发布节奏 — 约每 34.2 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 45 |
| latest_release_tag | v1.11.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 19 |
| mean_days_between_releases | 34.2 |
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？
42
流行度与采用
56中等
评分方式
| 34.5/60 | 星标 — 135 个星标 |
| 15.4/25 | 复刻 — 71 个复刻 |
| 6/15 | 关注者 — 13 位关注者 |
所用输入
| forks | 71 |
| stars | 135 |
| watchers | 13 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
25存在风险
评分方式
| 0/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 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 | 否 |
| has_license | 否 |
| readme_badges | 4 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | github.com, readthedocs.org, shields.io |
| 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？
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 |
| 13/22.5 | 提交分布 — 头号贡献者编写了 42% 的提交 |
| 13.5/13.5 | 贡献者广度 — 11 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 26 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 11 |
| top_contributor_share | 0.424 |
议题与 PR 响应能力
75良好
评分方式
| 40.8/42 | 议题解决 — 97% 的议题已关闭 |
| 22.7/30 | PR 接受 — 已裁定的 PR 中 69/91 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 1.5/15 | OpenSSF Scorecard：Code-Review — Found 3/30 approved changesets -- score normalized to 1 |
所用输入
| merged_prs | 69 |
| open_issues | 3 |
| closed_issues | 102 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 1 |
| prs_decided_30d | 1 |
| issue_closed_ratio | 0.971 |
| closed_unmerged_prs | 22 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
已排除计分（无数据或不适用）：newcomer_pr_acceptance。 其余权重已重新归一化。
所有权与托管责任
69良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 13.8/25 | 所有者影响力 — artic-network 有 81 位关注者 |
| 24.8/25 | 既往记录 — 56 个公开仓库，账户约 9 年 |
所用输入
| followers | 81 |
| owner_type | Organization |
| is_verified | — |
| owner_login | artic-network |
| public_repos | 56 |
| account_age_days | 3,312 |
工程质量
基础的工程与文档实践是否到位？
56
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 |
| 12/20 | OpenSSF Scorecard：CI-Tests — 13 out of 19 merged PRs checked by a CI test -- score normalized to 6 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
50中等
评分方式
| 0/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://artic.network/ |
| 0/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | https://artic.network/ |
| has_readme | 否 |
| has_docs_dir | 是 |
| has_description | 否 |
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？
43
安全态势
43薄弱
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 |
| 1.5/2.5 | CI-Tests — 13 out of 19 merged PRs checked by a CI test -- score normalized to 6 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 3/30 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 26 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 |
| 4.5/7.5 | Maintained — 4 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 6 |
| 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 | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.3 |
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。
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？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。
30
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） |
| 16.5/40 | 可读的提交历史 — 100 次人类提交中有 31 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.31 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
验证循环（构建 / 测试 / 类型检查）
32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 |
| 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 | 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
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 83 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 37,619 |
| source_files_sampled | 83 |
| oversized_source_files | 0 |
关键数据
135GitHub 星标
11贡献者
18最近 12 个月提交数
19距最近推送天数
45发布版本数
2巴士系数（bus factor）
3开放议题
PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- Community profile unavailable
- Could not fetch pypi package 'artic' from its registry
- 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 ★ / 71 ⇿
0Star
71Fork
36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 4修订 30
每个点涵盖 7 天。
OpenSSF Scorecard 4.3 / 10
4.3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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 6 | CI-Tests | 13 out of 19 merged PRs checked by a CI test -- score normalized to 6 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 3/30 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 26 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 |
| 6 | Maintained | 4 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 6 |
| 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 |
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
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{
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{
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{
"tag": "v1.8.1",
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"published_at": "2025-08-29T11:24:20Z"
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{
"tag": "v1.8.0",
"kind": "minor",
"published_at": "2025-08-26T14:16:44Z"
},
{
"tag": "v1.7.5",
"kind": "patch",
"published_at": "2025-07-17T11:23:13Z"
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{
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"published_at": "2025-07-15T14:31:50Z"
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{
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{
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{
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"kind": "minor",
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{
"tag": "v1.5.8",
"kind": "patch",
"published_at": "2024-12-10T14:38:37Z"
},
{
"tag": "v1.5.7",
"kind": "patch",
"published_at": "2024-12-04T11:21:12Z"
},
{
"tag": "v1.5.6",
"kind": "patch",
"published_at": "2024-11-28T09:25:31Z"
},
{
"tag": "v1.5.5",
"kind": "patch",
"published_at": "2024-11-21T12:52:02Z"
},
{
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"published_at": "2024-11-21T11:20:30Z"
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{
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"kind": "patch",
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{
"tag": "v1.2.3",
"kind": "patch",
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},
{
"tag": "1.2.2",
"kind": "patch",
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"published_at": "2021-01-12T14:49:29Z"
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"kind": "patch",
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{
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{
"key": "issue_template",
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{
"key": "pr_template",
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]
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],
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},
{
"key": "governance",
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"key": "maintainer_resilience",
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"components": [
{
"key": "bus_factor",
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{
"key": "commit_distribution",
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],
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{
"key": "contributor_breadth",
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"code": "contributors_sampled",
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{
"key": "openssf_scorecard_contributors",
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}
]
},
{
"key": "responsiveness",
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"notes": [
{
"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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"open_issues": 3,
"closed_issues": 102,
"prs_merged_7d": 0,
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"components": [
{
"key": "issue_resolution",
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{
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}
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{
"key": "pr_acceptance",
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{
"key": "newcomer_pr_acceptance",
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{
"key": "openssf_scorecard_code_review",
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}
]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"owner_type": "Organization",
"is_verified": null,
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"public_repos": 56,
"account_age_days": 3312
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"components": [
{
"key": "ownership_backing",
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{
"key": "verified_domain",
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},
{
"key": "owner_reach",
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{
"code": "owner_followers",
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"login": "artic-network"
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}
],
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{
"key": "track_record",
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"points": 24.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 56
}
},
{
"code": "account_age_years",
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"years": 9
}
}
],
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]
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],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
"value": 56,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 60,
"inputs": {
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"has_tests": true,
"has_editorconfig": false,
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"key": "ci_workflows",
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"details": [
{
"code": "ci_workflows",
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}
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{
"key": "tests_present",
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"points": 24,
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"details": [],
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{
"key": "linter_config",
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"points": 0,
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{
"key": "pre_commit_hooks",
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{
"key": "editorconfig",
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{
"key": "openssf_scorecard_ci_tests",
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"status": "partial",
"details": [],
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}
]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
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"has_readme": false,
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"components": [
{
"key": "readme",
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"details": [],
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{
"key": "documentation_directory",
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"details": [],
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{
"key": "documentation_homepage_site",
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"points": 15,
"status": "met",
"details": [],
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{
"key": "repository_description",
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"detail": null,
"points": 0,
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{
"key": "topics",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "weak",
"name": "Security",
"value": 43,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "weak",
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"notes": [
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"code": "excluded_no_data",
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{
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],
"value": 43,
"inputs": {
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"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 4.3
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "branch_protection",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "ci_tests",
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"points": 1.5,
"status": "partial",
"details": [],
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{
"key": "cii_best_practices",
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"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
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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": 2.5,
"status": "met",
"details": [],
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{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "fuzzing",
"name": "Fuzzing",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
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"points": 2.5,
"status": "met",
"details": [],
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{
"key": "maintained",
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"detail": "4 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 6",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
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{
"key": "packaging",
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"points": 5,
"status": "met",
"details": [],
"max_points": 5
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{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "sast",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "security_policy",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "signed_releases",
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"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
"params": {}
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],
"max_points": 7.5
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{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
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{
"key": "vulnerabilities",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
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]
},
{
"key": "high_risk_jurisdiction_exposure",
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"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": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
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"commit_weight_rule": {
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"min_commit_share": 0.1
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"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 13
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"components": [
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"key": "policy_exposure_multiplier",
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"status": "met",
"details": [
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"code": "jurisdiction_no_match",
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],
"max_points": 100
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 30,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
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"inputs": {
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"legible_history_share": 0.31,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "31 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 16.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 31,
"sampled": 100
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
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"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 32,
"inputs": {
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"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
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"bootstrap_files": [],
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"has_linter_config": false,
"typecheck_configs": [],
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"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "automated_tests",
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"points": 22,
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"details": [],
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{
"key": "lint_format_config",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
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{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
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}
],
"max_points": 10
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{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
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}
],
"max_points": 10
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{
"key": "automated_maintenance",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_dependency_automation",
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],
"max_points": 8
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{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
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"points": 0,
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]
},
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"key": "ai_code_legibility",
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"notes": [],
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"inputs": {
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"largest_source_bytes": 37619,
"source_files_sampled": 83,
"oversized_source_files": 0
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"components": [
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"points": 0,
"status": "missed",
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{
"key": "manageable_file_sizes",
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"points": 55,
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"details": [
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"code": "oversized_source_files",
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"sampled": 83,
"oversized": 0
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],
"classification": {
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"labels": [
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"scores": {
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"primary": "cli",
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{
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{
"path": "pyproject.toml",
"labels": [
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"warnings": [
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"Community profile unavailable",
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],
"report_type": "repository",
"generated_at": "2026-08-05T08:23:31.095163Z",
"schema_version": "0.31.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/artic-network/fieldbioinformatics.svg",
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}