公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 15:54 UTC
sparsemat / sprs
sparse linear algebra library for rust
sparsemat/sprs 的健康指数为 100 分中的 62 分，处于「中等」区间。 其得分最高的类别是Community & Adoption（68/100），最低的是Security（50/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
62
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。
62
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 |
|---|---|---|---|---|---|---|
| crates.io | sprs | 0.11.5 | 487,601 | 40 | 0 天前 | algebralinearmatrixsparse |
| crates.io | sprs-ldl | 0.10.0 | 3,322 | 12 | 1497 天前 | linalgcholeskysparsefactorizationmatrix |
| crates.io | sprs-rand | 0.5.0 | 1,425 | 5 | 165 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？
67
开发活跃度
63中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 6.2/36 | 提交节奏 — 52 周中有 9 周有提交 |
| 12.6/18 | 提交量 — 最近一年 24 次提交 |
| 8/10 | OpenSSF Scorecard：Maintained — 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
所用输入
| commits_last_year | 24 |
| human_commit_share | 0.71 |
| days_since_last_push | 0 |
| active_weeks_last_year | 9 |
发布纪律
72良好
评分方式
| 16.2/27 | 有发布版本 — 37 个版本标签（无 GitHub 发布版本） |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 12.6/27 | 发布节奏 — 约每 241.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 37 |
| latest_release_tag | 0.11.5 |
| releases_from_tags | 是 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 241.4 |
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？
68
流行度与采用
66中等
评分方式
| 45.4/60 | 星标 — 628 个星标 |
| 14.1/25 | 复刻 — 50 个复刻 |
| 6/15 | 关注者 — 13 位关注者 |
所用输入
| forks | 50 |
| stars | 628 |
| watchers | 13 |
| 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（Apache-2.0） |
| 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 |
生态采用（下载量）
95优秀
评分方式
| 75.9/80 | 月度下载量 — crates 合计每月 492,348 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 | sprs, sprs-ldl, sprs-rand |
| dependents | — |
| ecosystems | crates |
| total_downloads | 6,993,698 |
| monthly_downloads | 492,348 |
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？
60
维护者韧性（巴士系数）
39存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 6.9/22.5 | 提交分布 — 头号贡献者编写了 69% 的提交 |
| 13.5/13.5 | 贡献者广度 — 29 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 7 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 29 |
| top_contributor_share | 0.694 |
议题与 PR 响应能力
68中等
评分方式
| 33.1/46.8 | 议题解决 — 71% 的议题已关闭 |
| 35.1/38.3 | PR 接受 — 已裁定的 PR 中 213/232 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/7 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 213 |
| open_issues | 46 |
| closed_issues | 112 |
| issue_closed_ratio | 0.709 |
| closed_unmerged_prs | 19 |
所有权与托管责任
47存在风险
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 6.5/25 | 所有者影响力 — sparsemat 有 7 位关注者 |
| 10.4/25 | 既往记录 — 1 个公开仓库，账户约 4 年 |
所用输入
| followers | 7 |
| owner_type | Organization |
| is_verified | — |
| owner_login | sparsemat |
| public_repos | 1 |
| account_age_days | 1,499 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — crates 上有 3 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 40 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 | sprs, sprs-ldl, sprs-rand |
| ecosystems | crates |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
65
工程实践
68中等
评分方式
| 24/24 | CI 工作流 — 2 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 |
| 20/20 | OpenSSF Scorecard：CI-Tests — 13 out of 13 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 | 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 — 3 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | rust-library, sparse-matrices, sparse-linear-systems |
| 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？
50
安全态势
50中等
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 |
| 2.5/2.5 | CI-Tests — 13 out of 13 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 |
| 0/7.5 | Code-Review — Found 0/7 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 7 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 6/7.5 | Maintained — 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
| 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 — 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 | 5 |
已排除计分（无数据或不适用）：packaging, 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。
51
AI 代理上下文与指引
27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） |
| 27/40 | 可读的提交历史 — 71 次人类提交中有 36 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 | 0.507 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 12.6/18 | 一条命令的引导启动 — Cargo.toml, sprs-benches/Cargo.toml, sprs-ldl/Cargo.toml（工具链约定，无任务运行器） |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — Rust（静态类型） |
| 0/10 | 可复现环境 |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 29 次为自动依赖更新 |
| 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 | 是 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | Cargo.toml, sprs-benches/Cargo.toml, sprs-ldl/Cargo.toml, sprs-rand/Cargo.toml, sprs-tests/Cargo.toml, sprs/Cargo.toml, suitesparse_bindings/sprs_suitesparse_camd/Cargo.toml, suitesparse_bindings/sprs_suitesparse_ldl/Cargo.toml, suitesparse_bindings/sprs_suitesparse_umfpack/Cargo.toml, suitesparse_bindings/suitesparse-src/Cargo.toml, suitesparse_bindings/suitesparse_camd_sys/Cargo.toml, suitesparse_bindings/suitesparse_ldl_sys/Cargo.toml, suitesparse_bindings/suitesparse_umfpack_sys/Cargo.toml |
| dependency_bot_commit_share | 0.29 |
面向模型的代码可读性
99优秀
评分方式
| 45/45 | 可类型检查的代码 — Rust（静态类型） |
| 54.3/55 | 可控的文件大小 — 采样的 79 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Rust |
| largest_source_bytes | 105,195 |
| source_files_sampled | 79 |
| 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 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
628GitHub 星标
29贡献者
24最近 12 个月提交数
0距最近推送天数
37发布版本数
1巴士系数（bus factor）
46开放议题
crates.io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
- Could not fetch crates package 'sprs-tests' from its registry
- Could not fetch crates package 'sprs-benches' from its registry
- deps.dev does not index crates:sprs@0.11.5; 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 0 ★ / 50 ⇿
0Star
50Fork
28发布
每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。
主版本 0次版本 8修订 17
每个点涵盖 10 天。
OpenSSF Scorecard 5.0 / 10
5.0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 |
| 10 | CI-Tests | 13 out of 13 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 |
| 0 | Code-Review | Found 0/7 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 7 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 8 | Maintained | 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
| 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 |
| 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 21
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| crates.io | sprs | 0.11.0 | sprs-benches/Cargo.toml |
| crates.io | sprs-rand | 0.5.0 | sprs-benches/Cargo.toml |
| crates.io | plotters | 0.3.4 | sprs-benches/Cargo.toml |
| crates.io | pyo3 | 0.29.0 | sprs-benches/Cargo.toml |
| crates.io | num-traits | 0.2.0 | sprs-ldl/Cargo.toml |
| crates.io | sprs | 0.11.0 | sprs-ldl/Cargo.toml |
| crates.io | sprs_suitesparse_ldl | 0.8.0 | sprs-ldl/Cargo.toml |
| crates.io | sprs_suitesparse_camd | 0.3.0 | sprs-ldl/Cargo.toml |
| crates.io | rand | 0.10.0 | sprs-rand/Cargo.toml |
| crates.io | rand_distr | 0.6.0 | sprs-rand/Cargo.toml |
| crates.io | rand_pcg | 0.10.0 | sprs-rand/Cargo.toml |
| crates.io | sprs | 0.11.0 | sprs-rand/Cargo.toml |
| crates.io | num-traits | 0.2.0 | sprs/Cargo.toml |
| crates.io | ndarray | >=0.15.0, <0.18 | sprs/Cargo.toml |
| crates.io | alga | 0.9.0 | sprs/Cargo.toml |
| crates.io | num-complex | 0.4.0 | sprs/Cargo.toml |
| crates.io | serde | 1.0.0 | sprs/Cargo.toml |
| crates.io | smallvec | 1.4.0 | sprs/Cargo.toml |
| crates.io | rayon | 1.7.0 | sprs/Cargo.toml |
| crates.io | num_cpus | 1.13.0 | sprs/Cargo.toml |
| crates.io | approx | 0.5 | sprs/Cargo.toml |
全部依赖 33
来自 GitHub 依赖图的完整解析依赖集合：18 个直接依赖与 15 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 |
|---|---|---|---|
| crates.io | alga | — | 直接 |
| crates.io | approx | — | 直接 |
| crates.io | ndarray | — | 直接 |
| crates.io | num-complex | — | 直接 |
| crates.io | num-traits | — | 直接 |
| crates.io | num_cpus | — | 直接 |
| crates.io | plotters | — | 直接 |
| crates.io | pyo3 | — | 直接 |
| crates.io | rand | — | 直接 |
| crates.io | rand_distr | — | 直接 |
| crates.io | rand_pcg | — | 直接 |
| crates.io | rayon | — | 直接 |
| crates.io | serde | — | 直接 |
| crates.io | smallvec | — | 直接 |
| crates.io | sprs | — | 直接 |
| crates.io | sprs-rand | — | 直接 |
| crates.io | sprs_suitesparse_camd | — | 直接 |
| crates.io | sprs_suitesparse_ldl | — | 直接 |
| crates.io | bencher | — | 间接 |
| crates.io | bincode | — | 间接 |
| crates.io | cc | — | 间接 |
| crates.io | image | — | 间接 |
| crates.io | libflate | — | 间接 |
| crates.io | num-derive | — | 间接 |
| crates.io | reqwest | — | 间接 |
| crates.io | serde_json | — | 间接 |
| crates.io | suitesparse-src | — | 间接 |
| crates.io | suitesparse_camd_sys | — | 间接 |
| crates.io | suitesparse_ldl_sys | — | 间接 |
| crates.io | suitesparse_umfpack_sys | — | 间接 |
| crates.io | tar | — | 间接 |
| crates.io | tempfile | — | 间接 |
| crates.io | tobj | — | 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": [
"rust-library",
"sparse-matrices",
"sparse-linear-systems"
],
"is_fork": false,
"size_kb": 7727,
"has_wiki": true,
"homepage": null,
"languages": {
"C++": 772,
"Rust": 615379,
"Python": 3152,
"Objective-C++": 1336
},
"pushed_at": "2026-07-26T10:27:26Z",
"created_at": "2015-05-17T19:01:01Z",
"owner_type": "Organization",
"updated_at": "2026-07-26T10:27:31Z",
"description": "sparse linear algebra library for rust",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "master",
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"primary_language": "Rust",
"significant_languages": [
"Rust"
]
},
"owner": {
"blog": null,
"name": null,
"type": "Organization",
"login": "sparsemat",
"company": null,
"location": null,
"followers": 7,
"avatar_url": "https://avatars.githubusercontent.com/u/107704236?v=4",
"created_at": "2022-06-17T15:54:16Z",
"is_verified": null,
"public_repos": 1,
"account_age_days": 1499
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "0.11.5",
"kind": "patch",
"published_at": "2026-07-26T10:26:57Z"
},
{
"tag": "0.11.4",
"kind": "patch",
"published_at": "2025-11-04T07:58:45Z"
},
{
"tag": "0.11.3",
"kind": "patch",
"published_at": "2025-01-20T21:24:23Z"
},
{
"tag": "0.11.2",
"kind": "patch",
"published_at": "2024-09-13T18:06:59Z"
},
{
"tag": "0.11.1",
"kind": "patch",
"published_at": "2023-05-27T12:54:26Z"
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}
],
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]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
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"components": [
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{
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"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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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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{
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{
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]
},
{
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"inputs": {
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{
"key": "verified_domain",
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{
"key": "owner_reach",
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{
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]
},
{
"key": "package_maintenance",
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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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},
{
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"weight": 0.2,
"metrics": [
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"key": "engineering_practices",
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"code": "ci_workflows",
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}
],
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{
"key": "tests_present",
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},
{
"key": "linter_config",
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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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]
},
{
"key": "documentation",
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"name": "Documentation",
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"notes": [],
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"inputs": {
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"components": [
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"key": "wiki",
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]
}
],
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{
"key": "security",
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"components": [
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{
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"key": "contributors",
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"status": "met",
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},
{
"key": "dangerous_workflow",
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},
{
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},
{
"key": "fuzzing",
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},
{
"key": "license",
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{
"key": "maintained",
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},
{
"key": "packaging",
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],
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},
{
"key": "pinned_dependencies",
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"status": "missed",
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{
"key": "sast",
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"code": "no_data",
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],
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{
"key": "token_permissions",
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{
"key": "vulnerabilities",
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]
},
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"notes": [
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"code": "jurisdiction_evidence_limits",
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],
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"inputs": {
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"components": [
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}
],
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]
}
],
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{
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],
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"key": "machine_readable_docs_llms_txt",
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},
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"key": "legible_commit_history",
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"code": "legible_history",
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}
],
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]
},
{
"key": "ai_verify_loop",
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],
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],
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"key": "reproducible_environment",
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{
"key": "demonstrated_agent_practice",
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}
],
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},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
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"points": 8,
"status": "met",
"details": [
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"code": "dependency_bot_commits",
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