公开记录危急
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 18:32 UTC
linkml / linkml-runtime
Runtime support for linkml generated models
linkml/linkml-runtime 的健康指数为 100 分中的 27 分，处于「危急」区间。 其得分最高的类别是Engineering Quality（90/100），最低的是Vitality（49/100）。 该仓库已归档，预计不会再有维护。
27
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。
27
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。
Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.
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 | linkml-runtime | 1.11.1 | - | 156 | 66 天前 | linkmlmetamodelowlrdfschema-visualizationyaml |
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？
49
开发活跃度
29危急
疑似弃置
有工作送达，却无人处理
已由维护者在 GitHub 上归档总体评级上限：危急
仅有沉默从不构成判定——一个小而完备的库可能多年无需提交。此提示需同时满足两点：长期没有人类提交，且项目明显未履行应尽的义务。自动化提交不计作维护。
弃置状态如何评估评分方式
| 3.6/36 | 推送新近度 — 最近一次推送于 227 天前 |
| 7.6/36 | 提交节奏 — 52 周中有 11 周有提交 |
| 18/18 | 提交量 — 最近一年 198 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — project is archived |
所用输入
| commits_last_year | 198 |
| human_commit_share | 0.96 |
| days_since_last_push | 227 |
| active_weeks_last_year | 11 |
发布纪律
78良好
评分方式
| 27/27 | 有发布版本 — 已发布 100 个发布版本 |
| 16.2/36 | 发布时效 — 最近一次发布版本于 343 天前 |
| 27/27 | 发布节奏 — 约每 11.8 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 100 |
| latest_release_tag | v1.9.5 |
| releases_from_tags | 否 |
| days_since_latest_release | 343 |
| mean_days_between_releases | 11.8 |
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？
56
流行度与采用
43存在风险
评分方式
| 26.7/60 | 星标 — 45 个星标 |
| 12.8/25 | 复刻 — 35 个复刻 |
| 3.9/15 | 关注者 — 6 位关注者 |
所用输入
| forks | 35 |
| stars | 45 |
| watchers | 6 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（CC0-1.0） |
| 18/18 | 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 | 是 |
| 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？
83
维护者韧性（巴士系数）
75良好
评分方式
| 36/54 | 巴士系数 — 3 位贡献者贡献了半数提交 |
| 15.9/22.5 | 提交分布 — 头号贡献者编写了 30% 的提交 |
| 13.5/13.5 | 贡献者广度 — 33 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 100 contributing companies or organizations |
所用输入
| bus_factor | 3 |
| contributors_sampled | 33 |
| top_contributor_share | 0.295 |
议题与 PR 响应能力
91优秀
评分方式
| 45.4/46.8 | 议题解决 — 97% 的议题已关闭 |
| 30.8/38.3 | PR 接受 — 已裁定的 PR 中 337/418 已合并 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 337 |
| open_issues | 1 |
| closed_issues | 33 |
| issue_closed_ratio | 0.971 |
| closed_unmerged_prs | 81 |
所有权与托管责任
71良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 16.8/25 | 所有者影响力 — linkml 有 218 位关注者 |
| 23.8/25 | 既往记录 — 67 个公开仓库，账户约 5 年 |
所用输入
| followers | 218 |
| owner_type | Organization |
| is_verified | — |
| owner_login | linkml |
| public_repos | 67 |
| account_age_days | 1,981 |
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 66 天前 |
| 20/20 | 版本历史 — 156 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 | linkml-runtime |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 66 |
工程质量
基础的工程与文档实践是否到位？
90
工程实践
100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 |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 是 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
75良好
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://linkml.io/linkml/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 7 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | linkml-runtime, linkml, python, object-model, instances, conversion, hacktoberfest |
| has_wiki | 是 |
| homepage | https://linkml.io/linkml/ |
| 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？
60
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 — 无数据 |
| 2.5/2.5 | CI-Tests — 12 out of 12 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 |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 100 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 |
| 0/7.5 | Maintained — project is archived |
| 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 |
| 0/7.5 | Vulnerabilities — 12 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）：branch_protection, signed_releases。 其余权重已重新归一化。
依赖安全公告
100优秀
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 30 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:linkml-runtime@1.11.1 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 30 个软件包。 未对可达性进行分析。
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。
52
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） |
| 16.1/40 | 可读的提交历史 — 96 次人类提交中有 29 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 | 0.302 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 0/10 | 已体现的代理实践 — 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 4 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 | uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.04 |
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 |
| 53.6/55 | 可控的文件大小 — 采样的 152 个源文件中有 4 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 317,140 |
| source_files_sampled | 152 |
| oversized_source_files | 4 |
机器可读接口
80良好
评分方式
| 40/40 | API 模式（OpenAPI/GraphQL/proto） — linkml_runtime/linkml_model/graphql/meta.graphql, linkml_runtime/linkml_model/protobuf/meta.proto |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — notebooks |
所用输入
| example_dirs | notebooks |
| has_mcp_signal | 否 |
| api_schema_files | linkml_runtime/linkml_model/graphql/meta.graphql, linkml_runtime/linkml_model/protobuf/meta.proto |
关键数据
45GitHub 星标
33贡献者
198最近 12 个月提交数
227距最近推送天数
100发布版本数
3巴士系数（bus factor）
1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
更多细节
Star 与 Fork 历史 0 ★ / 35 ⇿
0Star
35Fork
100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 65
每个点涵盖 5 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 |
| 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 | 12 out of 12 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 |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 100 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 |
| 0 | Maintained | project is archived |
| 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 |
| 0 | Vulnerabilities | 12 existing vulnerabilities detected |
直接依赖 14
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | click | — | pyproject.toml |
| PyPI | deprecated | — | pyproject.toml |
| PyPI | hbreader | — | pyproject.toml |
| PyPI | json-flattener | >=0.1.9 | pyproject.toml |
| PyPI | jsonasobj2 | ==1.*,>=1.0.0,>=1.0.4 | pyproject.toml |
| PyPI | jsonschema | >=3.2.0 | pyproject.toml |
| PyPI | prefixcommons | >=0.1.12 | pyproject.toml |
| PyPI | pyyaml | — | pyproject.toml |
| PyPI | rdflib | >=6.0.0 | pyproject.toml |
| PyPI | requests | — | pyproject.toml |
| PyPI | prefixmaps | >=0.1.4 | pyproject.toml |
| PyPI | curies | >=0.5.4 | pyproject.toml |
| PyPI | pydantic | >=2.0.0, <3.0.0 | pyproject.toml |
| PyPI | isodate | >=0.7.2, <1.0.0 | pyproject.toml |
全部依赖 0
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 0 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 |
|---|
依赖安全公告 0
安装 pypi:linkml-runtime@1.11.1 会引入 30 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"linkml-runtime",
"linkml",
"python",
"object-model",
"instances",
"conversion",
"hacktoberfest"
],
"is_fork": false,
"size_kb": 3240,
"has_wiki": true,
"homepage": "https://linkml.io/linkml/",
"languages": {
"Shell": 649,
"Python": 1465056,
"Makefile": 557,
"Jupyter Notebook": 13538
},
"pushed_at": "2025-12-10T15:46:13Z",
"created_at": "2021-03-18T20:38:43Z",
"owner_type": "Organization",
"updated_at": "2026-05-10T00:06:36Z",
"description": "Runtime support for linkml generated models",
"is_archived": true,
"is_disabled": false,
"license_spdx": "CC0-1.0",
"default_branch": "main",
"license_spdx_raw": "CC0-1.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://linkml.github.io/",
"name": "Linked data Modeling Language",
"type": "Organization",
"login": "linkml",
"company": null,
"location": null,
"followers": 218,
"avatar_url": "https://avatars.githubusercontent.com/u/79337873?v=4",
"created_at": "2021-02-19T21:21:38Z",
"is_verified": null,
"public_repos": 67,
"account_age_days": 1981
},
"license": {
"state": "standard",
"spdx_id": "CC0-1.0",
"raw_spdx": "CC0-1.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.9.5",
"kind": "patch",
"published_at": "2025-08-15T22:22:00Z"
},
{
"tag": "v1.9.5-rc1",
"kind": "prerelease",
"published_at": "2025-08-08T16:50:09Z"
},
{
"tag": "v1.9.4",
"kind": "patch",
"published_at": "2025-07-20T16:59:56Z"
},
{
"tag": "v1.9.4-rc2",
"kind": "prerelease",
"published_at": "2025-07-18T22:51:39Z"
},
{
"tag": "v1.9.4-rc1",
"kind": "prerelease",
"published_at": "2025-07-14T21:07:27Z"
},
{
"tag": "v1.9.3",
"kind": "patch",
"published_at": "2025-06-02T16:51:46Z"
},
{
"tag": "v1.9.3-rc1",
"kind": "prerelease",
"published_at": "2025-05-30T21:42:11Z"
},
{
"tag": "v1.9.2",
"kind": "patch",
"published_at": "2025-05-08T22:20:01Z"
},
{
"tag": "v1.9.2-rc2",
"kind": "prerelease",
"published_at": "2025-05-02T16:56:16Z"
},
{
"tag": "v1.9.2-rc1",
"kind": "prerelease",
"published_at": "2025-05-01T18:35:14Z"
},
{
"tag": "v1.9.1",
"kind": "patch",
"published_at": "2025-04-10T22:01:10Z"
},
{
"tag": "v1.9.1-rc1",
"kind": "prerelease",
"published_at": "2025-04-04T22:17:02Z"
},
{
"tag": "v1.9.0",
"kind": "minor",
"published_at": "2025-03-28T22:17:53Z"
},
{
"tag": "v1.9.0-rc1",
"kind": "prerelease",
"published_at": "2025-03-27T21:12:50Z"
},
{
"tag": "v1.8.3",
"kind": "patch",
"published_at": "2024-10-01T16:08:28Z"
},
{
"tag": "v1.8.2",
"kind": "patch",
"published_at": "2024-08-22T21:59:47Z"
},
{
"tag": "v1.8.1",
"kind": "patch",
"published_at": "2024-08-10T00:08:16Z"
},
{
"tag": "v1.8.0",
"kind": "minor",
"published_at": "2024-07-03T14:24:36Z"
},
{
"tag": "v1.8.0rc2",
"kind": "other",
"published_at": "2024-06-28T14:58:57Z"
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"points": 9.6,
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},
{
"key": "editorconfig",
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"points": 6.4,
"status": "met",
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},
{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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"inputs": {
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"components": [
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{
"key": "documentation_directory",
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{
"key": "documentation_homepage_site",
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"points": 10,
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{
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]
}
],
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{
"key": "security",
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"metrics": [
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"points": 7.5,
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},
{
"key": "branch_protection",
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"detail": "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",
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},
{
"key": "cii_best_practices",
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"points": 0,
"status": "missed",
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},
{
"key": "code_review",
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{
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"status": "met",
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},
{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
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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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},
{
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"points": 2.5,
"status": "met",
"details": [],
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},
{
"key": "maintained",
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"points": 0,
"status": "missed",
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},
{
"key": "packaging",
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"points": 5,
"status": "met",
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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",
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},
{
"key": "sast",
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"points": 0,
"status": "missed",
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},
{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "signed_releases",
"name": "Signed-Releases",
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"code": "no_data",
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}
],
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},
{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "12 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
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"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:linkml-runtime@1.11.1 runtime dependency closure — what installing the published package pulls in — 30 packages. Reachability is not analyzed.",
"notes": [
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"code": "excluded_no_data",
"params": {
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{
"code": "weights_renormalized",
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},
{
"code": "advisories_reachability",
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}
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"components": [
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"points": 35,
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"details": [
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}
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{
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"points": 25,
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"details": [
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"code": "no_indirect_advisories",
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{
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"points": 0,
"status": "excluded",
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"code": "advisories_no_publication_date",
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],
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},
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"key": "malicious_dependencies",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
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"direct_malicious_packages": 0,
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],
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]
},
{
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
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}
],
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],
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"components": [
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"status": "missed",
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{
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"components": [
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{
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{
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"points": 0,
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},
{
"key": "reproducible_environment",
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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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"components": [
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],
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},
{
"key": "manageable_file_sizes",
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"points": 53.6,
"status": "partial",
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"code": "oversized_source_files",
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],
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]
},
{
"key": "ai_interfaces",
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"notes": [],
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"points": 0,
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{
"key": "runnable_examples",
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