公开记录良好
软件健康报告模式 0.14.0 · 指标 1.13.0 · 2026-07-18 17:25 UTC
SuperCowPowers / workbench
Workbench: An easy to use Python API for creating and deploying AWS SageMaker Models
SuperCowPowers/workbench 的健康指数为 100 分中的 72 分，处于「良好」区间。 其得分最高的类别是Vitality（96/100），最低的是AI Readiness（44/100）。 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。
72
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。
72
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
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？
96
开发活跃度
100优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 36/36 | 提交节奏 — 52 周中有 52 周有提交 |
| 18/18 | 提交量 — 最近一年 2,128 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 2,128 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 100 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 1.1 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 | 100 |
| latest_release_tag | v0.8.409 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1.1 |
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？
57
流行度与采用
34存在风险
评分方式
| 27.6/60 | 星标 — 51 个星标 |
| 6.5/25 | 复刻 — 7 个复刻 |
| 0/15 | 关注者 — 2 位关注者 |
所用输入
| forks | 7 |
| stars | 51 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
77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（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 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 | 否 |
| has_pull_request_template | 是 |
生态采用（下载量）
67中等
评分方式
| 53.4/80 | 月度下载量 — pypi 合计每月 10,144 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 | workbench |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 10,144 |
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？
58
维护者韧性（巴士系数）
30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 |
| 0.3/22.5 | 提交分布 — 头号贡献者编写了 99% 的提交 |
| 10.8/13.5 | 贡献者广度 — 8 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 6 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 8 |
| top_contributor_share | 0.986 |
议题与 PR 响应能力
56中等
评分方式
| 28.3/46.8 | 议题解决 — 60% 的议题已关闭 |
| 27.7/38.3 | PR 接受 — 已裁定的 PR 中 81/112 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 81 |
| open_issues | 192 |
| closed_issues | 294 |
| issue_closed_ratio | 0.605 |
| closed_unmerged_prs | 31 |
所有权与托管责任
61中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 10.6/25 | 所有者影响力 — SuperCowPowers 有 29 位关注者 |
| 20.3/25 | 既往记录 — 13 个公开仓库，账户约 12 年 |
所用输入
| followers | 29 |
| owner_type | Organization |
| is_verified | — |
| owner_login | SuperCowPowers |
| public_repos | 13 |
| account_age_days | 4,513 |
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 — 330 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 | workbench |
| 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？
95
工程实践
92优秀
评分方式
| 24/24 | CI 工作流 — 7 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .flake8, tox.ini |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://www.supercowpowers.com |
| 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 | aws, big-data, machine-learning, python, spark, data-engineering, pandas |
| has_wiki | 是 |
| homepage | https://www.supercowpowers.com |
| 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？
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 — 无数据 |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 6 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 |
| 7.5/7.5 | Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 10 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, ci_tests。 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。
44
AI 代理上下文与指引
1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） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
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 — .flake8, tox.ini |
| 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 — 无数据 |
| 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 | 是 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
已排除计分（无数据或不适用）：已体现的代理实践。 其余权重已重新归一化。
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 |
| 54.7/55 | 可控的文件大小 — 采样的 637 个源文件中有 4 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 70,242 |
| source_files_sampled | 637 |
| oversized_source_files | 4 |
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, notebooks |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
51GitHub 星标
8贡献者
2,128最近 12 个月提交数
0距最近推送天数
100发布版本数
1巴士系数（bus factor）
192开放议题
PyPI软件包生态系统数
更多细节
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 |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 6 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 |
| 10 | Maintained | 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 10 existing vulnerabilities detected |
直接依赖 22
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | boto3 | >= 1.42.2 | pyproject.toml |
| PyPI | botocore | >= 1.42.2 | pyproject.toml |
| PyPI | awswrangler | >= 3.4.0 | pyproject.toml |
| PyPI | sagemaker | >= 3.6.0, < 3.13 | pyproject.toml |
| PyPI | sagemaker-core | >= 2.12.0, < 2.13 | pyproject.toml |
| PyPI | sagemaker-mlops | >= 1.12.0, < 1.13 | pyproject.toml |
| PyPI | sagemaker-serve | >= 1.12.0, < 1.13 | pyproject.toml |
| PyPI | sagemaker-train | >= 1.12.0, < 1.13 | pyproject.toml |
| PyPI | redis | >= 5.0.1 | pyproject.toml |
| PyPI | cryptography | >= 46.0.0 | pyproject.toml |
| PyPI | requests | >= 2.26.0 | pyproject.toml |
| PyPI | aiobotocore | >= 3.7.0 | pyproject.toml |
| PyPI | pandas | >= 2.2.1, < 3.0 | pyproject.toml |
| PyPI | scikit-learn | >= 1.5.2 | pyproject.toml |
| PyPI | xgboost | >= 3.0.3 | pyproject.toml |
| PyPI | joblib | >= 1.3.2 | pyproject.toml |
| PyPI | rdkit | >= 2026.3.1 | pyproject.toml |
| PyPI | mordredcommunity | >= 2.0.6 | pyproject.toml |
| PyPI | ipython | >= 8.37.0 | pyproject.toml |
| PyPI | pyreadline3 | — | pyproject.toml |
| PyPI | matplotlib | >= 3.9.2 | pyproject.toml |
| PyPI | networkx | >= 3.2 | pyproject.toml |
全部依赖 295
来自 GitHub 依赖图的完整解析依赖集合：35 个直接依赖与 260 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 |
|---|---|---|---|
| PyPI | aiobotocore | 3.7.0 | 直接 |
| PyPI | awswrangler | — | 直接 |
| PyPI | awswrangler | 3.16.1 | 直接 |
| PyPI | boto3 | — | 直接 |
| PyPI | boto3 | 1.43.0 | 直接 |
| PyPI | botocore | — | 直接 |
| PyPI | botocore | 1.43.0 | 直接 |
| PyPI | cryptography | 48.0.1 | 直接 |
| PyPI | ipython | 8.39.0 | 直接 |
| PyPI | ipython | 9.14.1 | 直接 |
| PyPI | joblib | — | 直接 |
| PyPI | joblib | 1.5.3 | 直接 |
| PyPI | matplotlib | 3.10.9 | 直接 |
| PyPI | mordredcommunity | — | 直接 |
| PyPI | mordredcommunity | 2.0.7 | 直接 |
| PyPI | networkx | — | 直接 |
| PyPI | networkx | 3.4.2 | 直接 |
| PyPI | networkx | 3.6.1 | 直接 |
| PyPI | pandas | — | 直接 |
| PyPI | pandas | 2.3.3 | 直接 |
| PyPI | pyreadline3 | 3.5.6 | 直接 |
| PyPI | rdkit | — | 直接 |
| PyPI | rdkit | 2026.3.3 | 直接 |
| PyPI | redis | 8.0.0 | 直接 |
| PyPI | requests | — | 直接 |
| PyPI | requests | 2.34.2 | 直接 |
| PyPI | sagemaker | 3.12.0 | 直接 |
| PyPI | sagemaker-core | 2.12.0 | 直接 |
| PyPI | sagemaker-mlops | 1.12.0 | 直接 |
| PyPI | sagemaker-serve | 1.12.0 | 直接 |
| PyPI | sagemaker-train | 1.12.0 | 直接 |
| PyPI | scikit-learn | — | 直接 |
| PyPI | scikit-learn | 1.7.2 | 直接 |
| PyPI | scikit-learn | 1.9.0 | 直接 |
| PyPI | xgboost | 3.2.0 | 直接 |
| PyPI | aiohappyeyeballs | 2.6.2 | 间接 |
| PyPI | aiohttp | 3.14.1 | 间接 |
| PyPI | aioitertools | 0.13.0 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | alembic | 1.18.4 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | antlr4-python3-runtime | 4.9.3 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | asgiref | — | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | aws-cdk-asset-awscli-v1 | 2.2.282 | 间接 |
| PyPI | aws-cdk-asset-node-proxy-agent-v6 | 2.1.2 | 间接 |
| PyPI | aws-cdk-cloud-assembly-schema | 54.8.0 | 间接 |
| PyPI | aws-cdk-lib | — | 间接 |
| PyPI | aws-cdk-lib | 2.211.0 | 间接 |
| PyPI | aws-cdk-lib | 2.261.0 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backrefs | 7.0 | 间接 |
| PyPI | bcrypt | 5.0.0 | 间接 |
| PyPI | black | — | 间接 |
| PyPI | black | 26.5.1 | 间接 |
| PyPI | blinker | 1.9.0 | 间接 |
| PyPI | brotli | 1.2.0 | 间接 |
| PyPI | cachebox | 5.2.3 | 间接 |
| PyPI | cachetools | 6.2.6 | 间接 |
| PyPI | cattrs | 26.1.0 | 间接 |
| PyPI | certifi | 2026.5.20 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | chemprop | — | 间接 |
| PyPI | click | 8.4.1 | 间接 |
| PyPI | cloudpickle | 3.1.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | colorlog | 6.10.1 | 间接 |
| PyPI | constructs | — | 间接 |
| PyPI | constructs | 10.6.0 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | — | 间接 |
| PyPI | coverage | 7.14.1 | 间接 |
| PyPI | cuda-bindings | 13.3.1 | 间接 |
| PyPI | cuda-pathfinder | 1.5.5 | 间接 |
| PyPI | cuda-toolkit | 13.0.2 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | dash | 4.2.0 | 间接 |
| PyPI | dash-ag-grid | 35.2.0 | 间接 |
| PyPI | dash-bootstrap-components | 2.0.4 | 间接 |
| PyPI | databricks-sdk | 0.116.0 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | deepdiff | 9.1.0 | 间接 |
| PyPI | docker | 7.1.0 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fastapi | — | 间接 |
| PyPI | fastapi | 0.136.3 | 间接 |
| PyPI | filelock | 3.29.3 | 间接 |
| PyPI | flake8 | — | 间接 |
| PyPI | flake8 | 7.3.0 | 间接 |
| PyPI | flask | 3.1.3 | 间接 |
| PyPI | flask-cors | 6.0.5 | 间接 |
| PyPI | flatbuffers | 25.12.19 | 间接 |
| PyPI | fonttools | 4.63.0 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.4.0 | 间接 |
| PyPI | gevent | 26.5.0 | 间接 |
| PyPI | geventhttpclient | 2.3.9 | 间接 |
| PyPI | ghp-import | 2.1.0 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.50 | 间接 |
| PyPI | google-auth | 2.53.0 | 间接 |
| PyPI | graphene | 3.4.3 | 间接 |
| PyPI | graphql-core | 3.2.11 | 间接 |
| PyPI | graphql-relay | 3.2.0 | 间接 |
| PyPI | greenlet | 3.3.2 | 间接 |
| PyPI | griffelib | 2.1.0 | 间接 |
| PyPI | gunicorn | 26.0.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | huey | 3.0.1 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | importlib-metadata | 6.11.0 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | invoke | 3.0.3 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | itsdangerous | 2.2.0 | 间接 |
| PyPI | janus | 2.0.0 | 间接 |
| PyPI | jedi | 0.20.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jmespath | 1.1.0 | 间接 |
| PyPI | jsii | 1.138.0 | 间接 |
| PyPI | json5 | 0.14.0 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | kiwisolver | 1.5.0 | 间接 |
| PyPI | llvmlite | 0.47.0 | 间接 |
| PyPI | mako | 1.3.12 | 间接 |
| PyPI | markdown | 3.10.2 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | matplotlib-inline | 0.2.2 | 间接 |
| PyPI | mccabe | 0.7.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mergedeep | 1.3.4 | 间接 |
| PyPI | mkdocs | 1.6.1 | 间接 |
| PyPI | mkdocs-autorefs | 1.4.4 | 间接 |
| PyPI | mkdocs-get-deps | 0.2.2 | 间接 |
| PyPI | mkdocs-material | 9.7.7 | 间接 |
| PyPI | mkdocs-material-extensions | 1.3.1 | 间接 |
| PyPI | mkdocstrings | 1.0.6 | 间接 |
| PyPI | mkdocstrings-python | 2.0.5 | 间接 |
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| PyPI | mlflow-skinny | 3.13.0 | 间接 |
| PyPI | mlflow-tracing | 3.13.0 | 间接 |
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| PyPI | mock | 4.0.3 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msgpack | 1.2.1 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | narwhals | 2.22.1 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | numba | 0.65.1 | 间接 |
| PyPI | numpy | 2.2.6 | 间接 |
| PyPI | numpy | 2.4.6 | 间接 |
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| PyPI | nvidia-cuda-cupti | 13.0.85 | 间接 |
| PyPI | nvidia-cuda-nvrtc | 13.0.88 | 间接 |
| PyPI | nvidia-cuda-runtime | 13.0.96 | 间接 |
| PyPI | nvidia-cudnn-cu13 | 9.20.0.48 | 间接 |
| PyPI | nvidia-cufft | 12.0.0.61 | 间接 |
| PyPI | nvidia-cufile | 1.15.1.6 | 间接 |
| PyPI | nvidia-curand | 10.4.0.35 | 间接 |
| PyPI | nvidia-cusolver | 12.0.4.66 | 间接 |
| PyPI | nvidia-cusparse | 12.6.3.3 | 间接 |
| PyPI | nvidia-cusparselt-cu13 | 0.8.1 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.30.7 | 间接 |
| PyPI | nvidia-nccl-cu13 | 2.29.7 | 间接 |
| PyPI | nvidia-nvjitlink | 13.0.88 | 间接 |
| PyPI | nvidia-nvshmem-cu13 | 3.4.5 | 间接 |
| PyPI | nvidia-nvtx | 13.0.85 | 间接 |
| PyPI | omegaconf | 2.3.0 | 间接 |
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| PyPI | onnxruntime | 1.24.3 | 间接 |
| PyPI | onnxruntime | 1.26.0 | 间接 |
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| PyPI | optuna | 4.9.0 | 间接 |
| PyPI | orderly-set | 5.5.0 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | paginate | 0.5.7 | 间接 |
| PyPI | paramiko | 5.0.0 | 间接 |
| PyPI | parso | 0.8.7 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | plotly | 6.8.0 | 间接 |
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| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | publication | 0.0.3 | 间接 |
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| PyPI | pyasn1 | 0.6.3 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
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| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic | 2.13.4 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pyflakes | 3.4.0 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
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| PyPI | pymdown-extensions | 11.0.1 | 间接 |
| PyPI | pynacl | 1.6.2 | 间接 |
| PyPI | pynndescent | 0.6.0 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyroaring | 1.1.0 | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest | 9.0.3 | 间接 |
| PyPI | pytest-cov | — | 间接 |
| PyPI | pytest-cov | 7.1.0 | 间接 |
| PyPI | pytest-sugar | — | 间接 |
| PyPI | pytest-sugar | 1.1.1 | 间接 |
| PyPI | pytest-xdist | 3.8.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-dotenv | 1.2.2 | 间接 |
| PyPI | python-rapidjson | 1.23 | 间接 |
| PyPI | pytokens | 0.4.1 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pywin32 | 312 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyyaml-env-tag | 1.1 | 间接 |
| PyPI | ray | 2.56.0 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | retrying | 1.4.2 | 间接 |
| PyPI | rich | 14.3.4 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | rpds-py | 2026.5.1 | 间接 |
| PyPI | s3fs | 2026.4.0 | 间接 |
| PyPI | s3transfer | 0.17.1 | 间接 |
| PyPI | sagemaker-mlflow | 0.4.0 | 间接 |
| PyPI | sagemaker-schema-inference-artifacts | 0.0.5 | 间接 |
| PyPI | schema | 0.7.8 | 间接 |
| PyPI | scipy | 1.15.3 | 间接 |
| PyPI | scipy | 1.17.1 | 间接 |
| PyPI | setuptools | 81.0.0 | 间接 |
| PyPI | shap | — | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | skops | 0.14.0 | 间接 |
| PyPI | smdebug-rulesconfig | 1.0.1 | 间接 |
| PyPI | smmap | 5.0.3 | 间接 |
| PyPI | sqlalchemy | 2.0.50 | 间接 |
| PyPI | sqlparse | 0.5.5 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | starlette | 1.3.1 | 间接 |
| PyPI | strictyaml | 1.7.3 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tblib | 3.2.2 | 间接 |
| PyPI | tenacity | 9.1.4 | 间接 |
| PyPI | tensorboardx | 2.6.5 | 间接 |
| PyPI | termcolor | 3.3.0 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | torch | — | 间接 |
| PyPI | torch | 2.12.0 | 间接 |
| PyPI | tqdm | — | 间接 |
| PyPI | tqdm | 4.68.2 | 间接 |
| PyPI | traitlets | 5.15.1 | 间接 |
| PyPI | triton | 3.7.0 | 间接 |
| PyPI | tritonclient | 2.69.0 | 间接 |
| PyPI | typeguard | 2.13.3 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | umap-learn | — | 间接 |
| PyPI | umap-learn | 0.5.12 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uvicorn | — | 间接 |
| PyPI | uvicorn | 0.49.0 | 间接 |
| PyPI | waitress | 3.0.2 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | wcwidth | 0.8.1 | 间接 |
| PyPI | werkzeug | 3.1.8 | 间接 |
| PyPI | wrapt | 2.2.1 | 间接 |
| PyPI | xgboost-cpu | — | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
| PyPI | zope-event | 6.2 | 间接 |
| PyPI | zope-interface | 8.5 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
原始 JSON 报告 机器可读
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"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 57,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 34,
"inputs": {
"forks": 7,
"stars": 51,
"watchers": 2,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "51 stars",
"points": 27.6,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 51
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "7 forks",
"points": 6.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 7
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "2 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 2
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 67,
"inputs": {
"packages": [
"workbench"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 10144
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "10,144 downloads/month across pypi",
"points": 53.4,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 10144,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 58,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 30,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 8,
"top_contributor_share": 0.986
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 99% of commits",
"points": 0.3,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 99
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "8 contributors",
"points": 10.8,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 8
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 6 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 56,
"inputs": {
"merged_prs": 81,
"open_issues": 192,
"closed_issues": 294,
"issue_closed_ratio": 0.605,
"closed_unmerged_prs": 31
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "60% of issues closed",
"points": 28.3,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 60
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "81/112 decided PRs merged",
"points": 27.7,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 81,
"decided": 112
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"followers": 29,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "SuperCowPowers",
"public_repos": 13,
"account_age_days": 4513
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "29 followers of SuperCowPowers",
"points": 10.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 29,
"login": "SuperCowPowers"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "13 public repos, account ~12 yr old",
"points": 20.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 13
}
},
{
"code": "account_age_years",
"params": {
"years": 12
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"workbench"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "330 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 330
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 95,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 92,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "7 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 7
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".flake8, tox.ini",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8, tox.ini"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"aws",
"big-data",
"machine-learning",
"python",
"spark",
"data-engineering",
"pandas"
],
"has_wiki": true,
"homepage": "https://www.supercowpowers.com",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://www.supercowpowers.com",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "7 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 7
}
}
],
"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": "moderate",
"name": "Security",
"value": 50,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 50,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"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",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 6 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "10 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"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": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 3
},
"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
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 44,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 73,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
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