公开记录中等
软件健康报告模式 0.13.0 · 指标 1.13.0 · 2026-07-18 14:55 UTC
natefleming / dao-ai
natefleming/dao-ai 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Vitality（98/100），最低的是Security（49/100）。 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 | dao-ai | 0.1.113 | 4,792 | 143 | 0 天前 | agentsaidatabrickslangchainlanggraphllmmulti-agentorchestrationvector-searchworkflow |
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？
98
开发活跃度
96优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 31.8/36 | 提交节奏 — 52 周中有 46 周有提交 |
| 18/18 | 提交量 — 最近一年 1,111 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 1,111 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 46 |
发布纪律
100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 — 无数据 |
所用输入
| releases_count | 100 |
| latest_release_tag | v0.1.113 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1.1 |
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？
51
流行度与采用
27危急
评分方式
| 18.6/60 | 星标 — 15 个星标 |
| 8.3/25 | 复刻 — 11 个复刻 |
| 0/15 | 关注者 — 1 位关注者 |
所用输入
| forks | 11 |
| stars | 15 |
| watchers | 1 |
| 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（MIT） |
| 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 |
生态采用（下载量）
61中等
评分方式
| 49.1/80 | 月度下载量 — pypi 合计每月 4,792 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 | dao-ai |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 4,792 |
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？
61
维护者韧性（巴士系数）
24危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 8.2/22.5 | 提交分布 — 头号贡献者编写了 64% 的提交 |
| 4.1/13.5 | 贡献者广度 — 3 位贡献者 |
| 3/10 | OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.637 |
议题与 PR 响应能力
83良好
评分方式
| 46.8/46.8 | 议题解决 — 100% 的议题已关闭 |
| 35.8/38.3 | PR 接受 — 已裁定的 PR 中 177/189 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/14 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 177 |
| open_issues | 0 |
| closed_issues | 2 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 12 |
所有权与托管责任
51中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 6.1/25 | 所有者影响力 — natefleming 有 6 位关注者 |
| 24.8/25 | 既往记录 — 57 个公开仓库，账户约 13 年 |
所用输入
| followers | 6 |
| owner_type | User |
| is_verified | — |
| owner_login | natefleming |
| public_repos | 57 |
| account_age_days | 5,030 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
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 — 143 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 | dao-ai |
| 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？
55
工程实践
48存在风险
评分方式
| 24/24 | CI 工作流 — 1 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 |
| 0/20 | OpenSSF Scorecard：CI-Tests — 0 out of 11 merged PRs checked by a CI test -- score normalized to 0 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
65中等
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 0/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 否 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
49
安全态势
49存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0/2.5 | CI-Tests — 0 out of 11 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/14 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 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 |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 14 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.8 |
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？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。
69
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — skills/sporting_goods_store/research/AGENTS.md |
| 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 | skills/sporting_goods_store/research/AGENTS.md |
| agent_instruction_max_bytes | 634 |
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 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 10/10 | OpenSSF Scorecard：Pinned-Dependencies — all dependencies are pinned |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。
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 |
| 53.7/55 | 可控的文件大小 — 采样的 377 个源文件中有 9 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 434,391 |
| source_files_sampled | 377 |
| oversized_source_files | 9 |
机器可读接口
60中等
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
15GitHub 星标
3贡献者
1,111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）
0开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 4.8 / 10
4.8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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 0 | CI-Tests | 0 out of 11 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/14 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 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 |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 14 existing vulnerabilities detected |
直接依赖 34
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | a2a-sdk | >=0.3.0,<1.0.0 | pyproject.toml |
| PyPI | databricks-agents | >=1.11.0 | pyproject.toml |
| PyPI | databricks-langchain | >=0.20.0 | pyproject.toml |
| PyPI | databricks-mcp | >=0.9.0 | pyproject.toml |
| PyPI | databricks-sdk | >=0.108.0 | pyproject.toml |
| PyPI | databricks-vectorsearch | >=0.67 | pyproject.toml |
| PyPI | ddgs | >=9.10.0 | pyproject.toml |
| PyPI | dspy | >=2.6.27 | pyproject.toml |
| PyPI | flashrank | >=0.2.10 | pyproject.toml |
| PyPI | grandalf | >=0.8 | pyproject.toml |
| PyPI | langchain | >=1.2.12 | pyproject.toml |
| PyPI | langchain-community | >=0.4.1 | pyproject.toml |
| PyPI | langchain-mcp-adapters | >=0.3.0 | pyproject.toml |
| PyPI | langchain-tavily | >=0.2.15 | pyproject.toml |
| PyPI | langgraph-checkpoint-postgres | ==3.0.5 | pyproject.toml |
| PyPI | langgraph | >=1.1.10 | pyproject.toml |
| PyPI | langmem | >=0.0.30 | pyproject.toml |
| PyPI | loguru | >=0.7.3 | pyproject.toml |
| PyPI | mcp | >=1.26.0 | pyproject.toml |
| PyPI | mlflow | >=3.10.1 | pyproject.toml |
| PyPI | nest-asyncio | >=1.6.0 | pyproject.toml |
| PyPI | openpyxl | >=3.1.5 | pyproject.toml |
| PyPI | psycopg | >=3.3.2 | pyproject.toml |
| PyPI | pydantic | >=2.12.5 | pyproject.toml |
| PyPI | python-dotenv | >=1.2.1 | pyproject.toml |
| PyPI | pyyaml | >=6.0.2 | pyproject.toml |
| PyPI | rfc8785 | >=0.1.4 | pyproject.toml |
| PyPI | rich | >=14.2.0 | pyproject.toml |
| PyPI | ruamel.yaml | >=0.18,<0.19 | pyproject.toml |
| PyPI | scipy | >=1.14.0,<1.17 | pyproject.toml |
| PyPI | sqlparse | >=0.5.4 | pyproject.toml |
| PyPI | tomli | >=2.3.0 | pyproject.toml |
| PyPI | unitycatalog-ai | >=0.3.2 | pyproject.toml |
| PyPI | deepagents | >=0.5.7 | pyproject.toml |
全部依赖 293
来自 GitHub 依赖图的完整解析依赖集合：35 个直接依赖与 258 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 | a2a-sdk | 0.3.26 | 直接 |
| PyPI | databricks-agents | 1.11.0 | 直接 |
| PyPI | databricks-langchain | 0.20.0 | 直接 |
| PyPI | databricks-mcp | 0.9.0 | 直接 |
| PyPI | databricks-sdk | 0.118.0 | 直接 |
| PyPI | databricks-vectorsearch | 0.75 | 直接 |
| PyPI | ddgs | 9.14.4 | 直接 |
| PyPI | deepagents | 0.6.10 | 直接 |
| PyPI | dspy | 2.6.27 | 直接 |
| PyPI | dspy | 3.2.1 | 直接 |
| PyPI | flashrank | 0.2.10 | 直接 |
| PyPI | grandalf | 0.8 | 直接 |
| PyPI | langchain | 1.3.9 | 直接 |
| PyPI | langchain-community | 0.4.2 | 直接 |
| PyPI | langchain-mcp-adapters | 0.3.0 | 直接 |
| PyPI | langchain-tavily | 0.2.18 | 直接 |
| PyPI | langgraph | 1.2.5 | 直接 |
| PyPI | langgraph-checkpoint-postgres | 3.0.5 | 直接 |
| PyPI | langmem | 0.0.30 | 直接 |
| PyPI | loguru | 0.7.3 | 直接 |
| PyPI | mcp | 1.27.2 | 直接 |
| PyPI | mlflow | 3.13.0 | 直接 |
| PyPI | nest-asyncio | 1.6.0 | 直接 |
| PyPI | openpyxl | 3.1.5 | 直接 |
| PyPI | psycopg | 3.3.4 | 直接 |
| PyPI | pydantic | 2.13.4 | 直接 |
| PyPI | python-dotenv | 1.2.2 | 直接 |
| PyPI | pyyaml | 6.0.3 | 直接 |
| PyPI | rfc8785 | 0.1.4 | 直接 |
| PyPI | rich | 15.0.0 | 直接 |
| PyPI | ruamel-yaml | 0.18.17 | 直接 |
| PyPI | scipy | 1.16.3 | 直接 |
| PyPI | sqlparse | 0.5.5 | 直接 |
| PyPI | tomli | 2.4.1 | 直接 |
| PyPI | unitycatalog-ai | 0.3.2 | 直接 |
| PyPI | aiohappyeyeballs | 2.6.2 | 间接 |
| PyPI | aiohttp | 3.14.1 | 间接 |
| PyPI | aiohttp-retry | 2.9.1 | 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 | anthropic | 0.109.2 | 间接 |
| PyPI | anyio | 4.14.0 | 间接 |
| PyPI | ast-serialize | 0.5.0 | 间接 |
| PyPI | asyncer | 0.0.8 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | azure-core | 1.41.0 | 间接 |
| PyPI | azure-storage-blob | 12.30.0 | 间接 |
| PyPI | azure-storage-file-datalake | 12.25.0 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backoff | 2.2.1 | 间接 |
| PyPI | backrefs | 7.0 | 间接 |
| PyPI | blinker | 1.9.0 | 间接 |
| PyPI | boto3 | 1.43.30 | 间接 |
| PyPI | botocore | 1.43.30 | 间接 |
| PyPI | bracex | 2.6 | 间接 |
| PyPI | brotli | 1.2.0 | 间接 |
| PyPI | brotlicffi | 1.2.0.1 | 间接 |
| PyPI | cachetools | 7.1.4 | 间接 |
| PyPI | certifi | 2026.5.20 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 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 | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | 7.14.1 | 间接 |
| PyPI | cryptography | 48.0.1 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | dao-ai | 0.1.114 | 间接 |
| PyPI | databricks-ai-bridge | 0.20.0 | 间接 |
| PyPI | databricks-ai-search | 0.75 | 间接 |
| PyPI | databricks-connect | 16.1.7 | 间接 |
| PyPI | databricks-connect | 17.0.10 | 间接 |
| PyPI | databricks-openai | 0.16.0 | 间接 |
| PyPI | dataclasses-json | 0.6.7 | 间接 |
| PyPI | datasets | 5.0.0 | 间接 |
| PyPI | deprecation | 2.1.0 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | diskcache | 5.6.3 | 间接 |
| PyPI | distlib | 0.4.3 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | docker | 7.1.0 | 间接 |
| PyPI | docstring-parser | 0.18.0 | 间接 |
| PyPI | dydantic | 0.0.8 | 间接 |
| PyPI | et-xmlfile | 2.0.0 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | fake-useragent | 2.2.0 | 间接 |
| PyPI | fastapi | 0.137.1 | 间接 |
| PyPI | fastuuid | 0.14.0 | 间接 |
| PyPI | filelock | 3.29.4 | 间接 |
| PyPI | filetype | 1.2.0 | 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 | gepa | 0.0.27 | 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-api-core | 2.31.0 | 间接 |
| PyPI | google-auth | 2.55.0 | 间接 |
| PyPI | google-cloud-core | 2.6.0 | 间接 |
| PyPI | google-cloud-storage | 3.12.0 | 间接 |
| PyPI | google-crc32c | 1.8.0 | 间接 |
| PyPI | google-genai | 2.8.0 | 间接 |
| PyPI | google-resumable-media | 2.10.0 | 间接 |
| PyPI | googleapis-common-protos | 1.75.0 | 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 | 3.5.1 | 间接 |
| PyPI | griffelib | 2.0.2 | 间接 |
| PyPI | grpcio | 1.81.1 | 间接 |
| PyPI | grpcio-status | 1.71.2 | 间接 |
| PyPI | gunicorn | 26.0.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h2 | 4.3.0 | 间接 |
| PyPI | hf-xet | 1.5.1 | 间接 |
| PyPI | hpack | 4.1.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httptools | 0.8.0 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx-sse | 0.4.3 | 间接 |
| PyPI | huey | 3.0.3 | 间接 |
| PyPI | huggingface-hub | 1.19.0 | 间接 |
| PyPI | hyperframe | 6.1.0 | 间接 |
| PyPI | identify | 2.6.19 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | importlib-metadata | 8.9.0 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | isodate | 0.7.2 | 间接 |
| PyPI | itsdangerous | 2.2.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.15.0 | 间接 |
| PyPI | jmespath | 1.1.0 | 间接 |
| PyPI | joblib | 1.5.3 | 间接 |
| PyPI | json-repair | 0.60.1 | 间接 |
| PyPI | jsonpatch | 1.33 | 间接 |
| PyPI | jsonpointer | 3.1.1 | 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 | langchain-anthropic | 1.4.6 | 间接 |
| PyPI | langchain-classic | 1.0.8 | 间接 |
| PyPI | langchain-core | 1.4.7 | 间接 |
| PyPI | langchain-google-genai | 4.2.5 | 间接 |
| PyPI | langchain-openai | 1.3.2 | 间接 |
| PyPI | langchain-protocol | 0.0.17 | 间接 |
| PyPI | langchain-text-splitters | 1.1.2 | 间接 |
| PyPI | langgraph-checkpoint | 4.1.1 | 间接 |
| PyPI | langgraph-prebuilt | 1.1.0 | 间接 |
| PyPI | langgraph-sdk | 0.4.2 | 间接 |
| PyPI | langsmith | 0.8.16 | 间接 |
| PyPI | librt | 0.11.0 | 间接 |
| PyPI | litellm | 1.89.0 | 间接 |
| PyPI | lxml | 6.1.1 | 间接 |
| PyPI | magicattr | 0.1.6 | 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 | marshmallow | 3.26.2 | 间接 |
| PyPI | matplotlib | 3.11.0 | 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 | 9.7.6 | 间接 |
| PyPI | mkdocs-material-extensions | 1.3.1 | 间接 |
| PyPI | mkdocstrings | 1.0.4 | 间接 |
| PyPI | mkdocstrings-python | 2.0.4 | 间接 |
| PyPI | mlflow-skinny | 3.13.0 | 间接 |
| PyPI | mlflow-tracing | 3.13.0 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | multiprocess | 0.70.19 | 间接 |
| PyPI | mypy | 2.1.0 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | narwhals | 2.22.1 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | numpy | 1.26.4 | 间接 |
| PyPI | numpy | 2.4.6 | 间接 |
| PyPI | onnxruntime | 1.27.0 | 间接 |
| PyPI | openai | 2.41.1 | 间接 |
| PyPI | openai-agents | 0.17.5 | 间接 |
| PyPI | opentelemetry-api | 1.42.1 | 间接 |
| PyPI | opentelemetry-proto | 1.42.1 | 间接 |
| PyPI | opentelemetry-sdk | 1.42.1 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.63b1 | 间接 |
| PyPI | optuna | 4.9.0 | 间接 |
| PyPI | orjson | 3.11.9 | 间接 |
| PyPI | ormsgpack | 1.12.2 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | paginate | 0.5.7 | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pre-commit | 4.6.0 | 间接 |
| PyPI | prettytable | 3.17.0 | 间接 |
| PyPI | primp | 1.3.1 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | proto-plus | 1.28.0 | 间接 |
| PyPI | protobuf | 5.29.6 | 间接 |
| PyPI | psycopg-binary | 3.3.4 | 间接 |
| PyPI | psycopg-pool | 3.3.1 | 间接 |
| PyPI | py4j | 0.10.9.7 | 间接 |
| PyPI | py4j | 0.10.9.9 | 间接 |
| PyPI | pyarrow | 24.0.0 | 间接 |
| PyPI | pyasn1 | 0.6.3 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pydantic-settings | 2.14.1 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyjwt | 2.13.0 | 间接 |
| PyPI | pymdown-extensions | 10.21.3 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyspark | 4.1.2 | 间接 |
| PyPI | pytest | 9.1.0 | 间接 |
| PyPI | pytest-cov | 7.1.0 | 间接 |
| PyPI | pytest-mock | 3.15.1 | 间接 |
| PyPI | pytest-rerunfailures | 16.3 | 间接 |
| PyPI | pytest-timeout | 2.4.0 | 间接 |
| PyPI | pytest-xdist | 3.8.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-discovery | 1.4.2 | 间接 |
| PyPI | python-multipart | 0.0.32 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pywin32 | 312 | 间接 |
| PyPI | pyyaml-env-tag | 1.1 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | 2026.5.9 | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | rpds-py | 2026.5.1 | 间接 |
| PyPI | ruamel-yaml-clib | 0.2.15 | 间接 |
| PyPI | ruff | 0.15.17 | 间接 |
| PyPI | s3transfer | 0.18.0 | 间接 |
| PyPI | scikit-learn | 1.9.0 | 间接 |
| PyPI | setuptools | 82.0.1 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | skops | 0.14.0 | 间接 |
| PyPI | smmap | 5.0.3 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | socksio | 1.0.0 | 间接 |
| PyPI | sqlalchemy | 2.0.51 | 间接 |
| PyPI | sse-starlette | 3.4.4 | 间接 |
| PyPI | starlette | 1.3.1 | 间接 |
| PyPI | tabulate | 0.10.0 | 间接 |
| PyPI | tenacity | 9.1.4 | 间接 |
| PyPI | threadpoolctl | 3.6.0 | 间接 |
| PyPI | tiktoken | 0.13.0 | 间接 |
| PyPI | tokenizers | 0.23.1 | 间接 |
| PyPI | tqdm | 4.68.2 | 间接 |
| PyPI | trustcall | 0.0.39 | 间接 |
| PyPI | typeguard | 4.4.3 | 间接 |
| PyPI | typer | 0.25.1 | 间接 |
| PyPI | types-requests | 2.33.0.20260518 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspect | 0.9.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | ujson | 5.13.0 | 间接 |
| PyPI | unitycatalog-client | 0.4.0 | 间接 |
| PyPI | unitycatalog-langchain | 0.3.0 | 间接 |
| PyPI | unitycatalog-openai | 0.2.0 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uuid-utils | 0.16.0 | 间接 |
| PyPI | uvicorn | 0.49.0 | 间接 |
| PyPI | uvloop | 0.22.1 | 间接 |
| PyPI | virtualenv | 21.5.0 | 间接 |
| PyPI | waitress | 3.0.2 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | watchfiles | 1.2.0 | 间接 |
| PyPI | wcmatch | 10.1 | 间接 |
| PyPI | wcwidth | 0.8.1 | 间接 |
| PyPI | websockets | 15.0.1 | 间接 |
| PyPI | werkzeug | 3.1.8 | 间接 |
| PyPI | whenever | 0.7.3 | 间接 |
| PyPI | win32-setctime | 1.2.0 | 间接 |
| PyPI | xxhash | 3.7.0 | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
原始 JSON 报告 机器可读
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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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{
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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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]
},
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"note": null,
"notes": [],
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"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
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]
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],
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},
{
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"value": 51,
"weight": 0.18,
"metrics": [
{
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"components": [
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"status": "partial",
"details": [
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"code": "stars",
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "11 forks",
"points": 8.3,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 11
}
}
],
"max_points": 25
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{
"key": "watchers",
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"points": 0,
"status": "missed",
"details": [
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"code": "watchers",
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}
],
"max_points": 15
}
]
},
{
"key": "community_health",
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"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
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"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
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},
{
"code": "license_spdx",
"params": {
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}
],
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{
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"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
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},
{
"key": "issue_template",
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{
"key": "pr_template",
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"details": [],
"max_points": 6.3
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]
},
{
"key": "ecosystem_adoption",
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"notes": [
{
"code": "excluded_no_data",
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"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 61,
"inputs": {
"packages": [
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 4792
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"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
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"points": 49.1,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 4792,
"ecosystems": "pypi"
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}
],
"max_points": 80
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{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
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}
],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
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"name": "Sustainability & Governance",
"value": 61,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 24,
"inputs": {
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"top_contributor_share": 0.637
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 64% of commits",
"points": 8.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 64
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}
],
"max_points": 22.5
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{
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"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"note": null,
"notes": [],
"value": 83,
"inputs": {
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"issue_closed_ratio": 1,
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"components": [
{
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"status": "met",
"details": [
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"code": "issues_closed_share",
"params": {
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
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"points": 35.8,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 177,
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}
],
"max_points": 38.25
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{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 51,
"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "natefleming",
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"account_age_days": 5030
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"components": [
{
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"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
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{
"key": "owner_reach",
"name": "Owner reach",
"detail": "6 followers of natefleming",
"points": 6.1,
"status": "partial",
"details": [
{
"code": "owner_followers",
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}
],
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{
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"points": 24.8,
"status": "partial",
"details": [
{
"code": "public_repos",
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},
{
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}
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
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}
],
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{
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"code": "publish_recency",
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}
],
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{
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{
"code": "published_versions",
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}
],
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{
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{
"code": "package_not_deprecated",
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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": "ci_workflows",
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"status": "met",
"details": [
{
"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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"details": [],
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{
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"details": [],
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{
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]
},
{
"key": "documentation",
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"inputs": {
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{
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{
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{
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{
"key": "wiki",
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"detail": null,
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"details": [],
"max_points": 10
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]
}
],
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{
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"weight": 0.16,
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},
{
"code": "weights_renormalized",
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],
"value": 49,
"inputs": {
"source": "openssf_scorecard",
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"scorecard_version": "v5.5.0",
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"components": [
{
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"status": "met",
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{
"key": "branch_protection",
"name": "Branch-Protection",
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"points": 2.2,
"status": "partial",
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{
"key": "ci_tests",
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{
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"points": 0,
"status": "missed",
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{
"key": "code_review",
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"points": 0,
"status": "missed",
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"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": "no update tool detected",
"points": 0,
"status": "missed",
"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 1 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": "all dependencies are pinned",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "14 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": [
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"Iran",
"North Korea"
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"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": "moderate",
"name": "AI Readiness",
"value": 69,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"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": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
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"agent_instruction_max_bytes": 634
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "skills/sporting_goods_store/research/AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
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