公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 04:46 UTC
kensa-sh / kensa
Kensa turns agent traces into evals that run in CI.
kensa-sh/kensa 的健康指数为 100 分中的 64 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（92/100），最低的是Community & Adoption（47/100）。 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。
64
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。
64
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | kensa | 0.16.0 | 2,171 | 28 | 0 天前 | agentsevalsopentelemetrypytestregression |
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
56中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 2.1/36 | 提交节奏 — 52 周中有 3 周有提交 |
| 18/18 | 提交量 — 最近一年 132 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — project was created within the last 90 days. Please review its contents carefully |
所用输入
| commits_last_year | 132 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 3 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 16 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 1.6 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 | 16 |
| latest_release_tag | v0.16.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1.6 |
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
1危急
评分方式
| 0/60 | 星标 — 2 个星标 |
| 0/25 | 复刻 — 0 个复刻 |
| 0/15 | 关注者 — 1 位关注者 |
所用输入
| forks | 0 |
| stars | 2 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
92优秀
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） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
生态采用（下载量）
56中等
评分方式
| 44.5/80 | 月度下载量 — pypi 合计每月 2,171 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 | kensa |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2,171 |
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？
51
维护者韧性（巴士系数）
16危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0/22.5 | 提交分布 — 头号贡献者编写了 100% 的提交 |
| 1.4/13.5 | 贡献者广度 — 1 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
议题与 PR 响应能力
68中等
评分方式
| 0/46.8 | 议题解决 — 没有议题或无数据 |
| 36.4/38.3 | PR 接受 — 已裁定的 PR 中 59/62 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/6 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 59 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 3 |
已排除计分（无数据或不适用）：议题解决。 其余权重已重新归一化。
所有权与托管责任
35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 |
| 2.2/25 | 所有者影响力 — kensa-sh 有 1 位关注者 |
| 2.8/25 | 既往记录 — 1 个公开仓库，账户约 0 年 |
所用输入
| followers | 1 |
| owner_type | Organization |
| is_verified | — |
| owner_login | kensa-sh |
| public_repos | 1 |
| account_age_days | 111 |
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 0 天前 |
| 20/20 | 版本历史 — 28 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 | kensa |
| ecosystems | pypi |
| 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？
92
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 4 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://kensa.sh |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 4 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | agents, evals, pytest, ai |
| has_wiki | 否 |
| homepage | https://kensa.sh |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
57
安全态势
57中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 6 out of 6 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 0/6 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 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 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.7 |
已排除计分（无数据或不适用）：branch_protection。 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。
72
AI 代理上下文与指引
85优秀
评分方式
| 45/45 | 代理指令 — AGENTS.md |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 99 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 | 0.99 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 2,696 |
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — src/kensa/py.typed |
| 10/10 | 可复现环境 — lockfile |
| 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 |
| 5/8 | 自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到 |
| 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 | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | src/kensa/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
78良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（src/kensa/py.typed） |
| 51.2/55 | 可控的文件大小 — 采样的 44 个源文件中有 3 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 190,597 |
| source_files_sampled | 44 |
| oversized_source_files | 3 |
关键数据
2GitHub 星标
1贡献者
132最近 12 个月提交数
0距最近推送天数
16发布版本数
1巴士系数（bus factor）
0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
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:kensa@0.16.0; advisories assessed against the repository dependency graph instead
更多细节
OpenSSF Scorecard 5.7 / 10
5.7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 |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 6 out of 6 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 0/6 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 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 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
直接依赖 12
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | any-llm-sdk | >=1.15.0 | pyproject.toml |
| PyPI | click | >=8.1,<9 | pyproject.toml |
| PyPI | langfuse | >=4,<5 | pyproject.toml |
| PyPI | opentelemetry-api | >=1.42.1 | pyproject.toml |
| PyPI | opentelemetry-sdk | >=1.42.1 | pyproject.toml |
| PyPI | pydantic | >=2.0 | pyproject.toml |
| PyPI | pytest | >=8.0 | pyproject.toml |
| PyPI | pytest-xdist | >=3.8,<4 | pyproject.toml |
| PyPI | python-dotenv | >=1.0 | pyproject.toml |
| PyPI | pyyaml | >=6.0 | pyproject.toml |
| PyPI | rich | >=13.0.0 | pyproject.toml |
| PyPI | typing-extensions | >=4.15.0 | pyproject.toml |
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": {
"repo": {
"topics": [
"agents",
"evals",
"pytest",
"ai"
],
"is_fork": false,
"size_kb": 1735,
"has_wiki": false,
"homepage": "https://kensa.sh",
"languages": {
"Shell": 7790,
"Python": 997072
},
"pushed_at": "2026-07-23T04:42:33Z",
"created_at": "2026-07-06T03:30:06Z",
"owner_type": "Organization",
"updated_at": "2026-07-23T04:40:10Z",
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"avatar_url": "https://avatars.githubusercontent.com/u/273011908?v=4",
"created_at": "2026-04-02T05:41:48Z",
"is_verified": null,
"public_repos": 1,
"account_age_days": 111
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
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"scorecard_found": true,
"profile_has_license": true
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"activity": {
"releases": [
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"tag": "v0.16.0",
"kind": "minor",
"published_at": "2026-07-23T04:42:22Z"
},
{
"tag": "v0.15.0",
"kind": "minor",
"published_at": "2026-07-19T06:29:03Z"
},
{
"tag": "v0.14.0",
"kind": "minor",
"published_at": "2026-07-17T03:36:18Z"
},
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2026-07-15T04:45:30Z"
},
{
"tag": "v0.12.0",
"kind": "minor",
"published_at": "2026-07-13T05:10:58Z"
},
{
"tag": "v0.11.1",
"kind": "patch",
"published_at": "2026-07-11T14:01:05Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2026-07-10T12:15:31Z"
},
{
"tag": "v0.10.3",
"kind": "patch",
"published_at": "2026-07-10T06:52:32Z"
},
{
"tag": "v0.10.2",
"kind": "patch",
"published_at": "2026-07-10T02:57:46Z"
},
{
"tag": "v0.10.1",
"kind": "patch",
"published_at": "2026-07-09T02:21:29Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-07-08T06:27:20Z"
},
{
"tag": "v0.9.4",
"kind": "patch",
"published_at": "2026-07-08T05:24:11Z"
},
{
"tag": "v0.9.3",
"kind": "patch",
"published_at": "2026-07-07T10:43:51Z"
},
{
"tag": "v0.9.2",
"kind": "patch",
"published_at": "2026-07-07T07:09:13Z"
},
{
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"kind": "patch",
"published_at": "2026-07-06T15:10:11Z"
},
{
"tag": "v0.9.0",
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}
],
"recent_commits": [
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"headline": "Merge pull request #68 from kensa-sh/chore/release-v0.16.0",
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"headline": "chore: release 0.16.0",
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{
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{
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"headline": "chore: use result trace in live tests",
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"committed_at": "2026-07-23T04:20:05Z",
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{
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"headline": "fix: preserve case result equality",
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"headline": "feat: expose trace on case results",
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},
{
"oid": "3e45f299f0f1c0808a35d28a5f2e876d69781c97",
"body": "chore: update changelog for 0.15.0",
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"headline": "Merge pull request #64 from kensa-sh/chore/changelog-v0-15-0",
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{
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"points": 10,
"status": "met",
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},
{
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{
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{
"key": "wiki",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
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{
"key": "security",
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{
"key": "security_posture",
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"notes": [
{
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{
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"checks_inconclusive": 1,
"scorecard_aggregate": 5.7
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{
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
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{
"key": "branch_protection",
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"points": 0,
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{
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"points": 0,
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{
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"points": 0,
"status": "missed",
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},
{
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"status": "partial",
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},
{
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"detail": "update tool detected",
"points": 7.5,
"status": "met",
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{
"key": "fuzzing",
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"points": 0,
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{
"key": "license",
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"points": 2.5,
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},
{
"key": "maintained",
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"points": 0,
"status": "missed",
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"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,
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{
"key": "sast",
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"points": 0,
"status": "missed",
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},
{
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"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
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"status": "missed",
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{
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"points": 7.5,
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{
"key": "vulnerabilities",
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"points": 6.8,
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"max_points": 7.5
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},
{
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"notes": [
{
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}
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"review_only_matches": 0,
"assessed_self_published_locations": 2
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{
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"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
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},
{
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"name": "AI Readiness",
"value": 72,
"weight": 0,
"metrics": [
{
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"note": null,
"notes": [],
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"legible_history_share": 0.99,
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"agent_instruction_max_bytes": 2696
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{
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"points": 45,
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"details": [
{
"code": "file_list",
"params": {
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
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"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
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"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
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"note": null,
"notes": [],
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"lockfiles": [
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{
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{
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{
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"points": 11,
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{
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"points": 11,
"status": "met",
"details": [
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"max_points": 11
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{
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{
"key": "demonstrated_agent_practice",
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"points": 0,
"status": "missed",
"details": [
{
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{
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"points": 5,
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{
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{
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"notes": [],
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"largest_source_bytes": 190597,
"source_files_sampled": 44,
"oversized_source_files": 3
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{
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{
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],
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}
],
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"warnings": [
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"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:kensa@0.16.0; advisories assessed against the repository dependency graph instead"
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"license_state": "standard",
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