公开记录良好
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-18 00:08 UTC
dynamiq-ai / dynamiq
Dynamiq is an orchestration framework for agentic AI and LLM applications
dynamiq-ai/dynamiq 的健康指数为 100 分中的 82 分，处于「良好」区间。 其得分最高的类别是Vitality（99/100），最低的是Security（61/100）。 最近一次更新在今天。 近期的大部分工作由 3 位贡献者完成。
82
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。
82
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？
99
开发活跃度
99优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 35.3/36 | 提交节奏 — 52 周中有 51 周有提交 |
| 18/18 | 提交量 — 最近一年 379 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 379 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 80 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 3 天前 |
| 27/27 | 发布节奏 — 约每 6.7 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 80 |
| latest_release_tag | v0.58.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 3 |
| mean_days_between_releases | 6.7 |
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？
78
流行度与采用
71良好
评分方式
| 49.1/60 | 星标 — 1,061 个星标 |
| 17.6/25 | 复刻 — 131 个复刻 |
| 4.7/15 | 关注者 — 8 位关注者 |
所用输入
| forks | 131 |
| stars | 1,061 |
| watchers | 8 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
85优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-2.0） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 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 | 是 |
| 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？
77
维护者韧性（巴士系数）
77良好
评分方式
| 36/54 | 巴士系数 — 3 位贡献者贡献了半数提交 |
| 17.8/22.5 | 提交分布 — 头号贡献者编写了 21% 的提交 |
| 13.5/13.5 | 贡献者广度 — 19 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 4 contributing companies or organizations |
所用输入
| bus_factor | 3 |
| contributors_sampled | 19 |
| top_contributor_share | 0.209 |
议题与 PR 响应能力
83良好
评分方式
| 36.4/46.8 | 议题解决 — 78% 的议题已关闭 |
| 31.5/38.3 | PR 接受 — 已裁定的 PR 中 678/822 已合并 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 678 |
| open_issues | 2 |
| closed_issues | 7 |
| issue_closed_ratio | 0.778 |
| closed_unmerged_prs | 144 |
所有权与托管责任
54中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 13.1/25 | 所有者影响力 — dynamiq-ai 有 65 位关注者 |
| 11.4/25 | 既往记录 — 6 个公开仓库，账户约 2 年 |
所用输入
| followers | 65 |
| owner_type | Organization |
| is_verified | — |
| owner_login | dynamiq-ai |
| public_repos | 6 |
| account_age_days | 967 |
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 3 天前 |
| 20/20 | 版本历史 — 80 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 | dynamiq |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 3 |
工程质量
基础的工程与文档实践是否到位？
92
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 5 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://getdynamiq.ai |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 7 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | agents, ai, generative-ai, gpt, llm, llmops, rag |
| has_wiki | 否 |
| homepage | https://getdynamiq.ai |
| 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？
61
安全态势
61中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 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 4 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 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file 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 — 29 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6.1 |
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
69
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — docs/tutorials/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 | docs/tutorials/agents.md |
| agent_instruction_max_bytes | 4,430 |
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, examples/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 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 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, examples/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| 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
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 1,048 个源文件中有 5 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 112,623 |
| source_files_sampled | 1,048 |
| oversized_source_files | 5 |
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
1,061GitHub 星标
19贡献者
379最近 12 个月提交数
0距最近推送天数
80发布版本数
3巴士系数（bus factor）
2开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 6.1 / 10
6.1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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 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 4 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 0 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 29 existing vulnerabilities detected |
直接依赖 62
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | jinja2 | >=3.1.6,<3.2.0 | pyproject.toml |
| PyPI | pydantic | >=2.12.5,<2.13.0 | pyproject.toml |
| PyPI | openai | >=1.83.0 | pyproject.toml |
| PyPI | boto3 | >=1.34.34,<1.35.0 | pyproject.toml |
| PyPI | redis | >=5.0.0,<5.1.0 | pyproject.toml |
| PyPI | google-cloud-aiplatform | >=1.133.0,<2.0.0 | pyproject.toml |
| PyPI | litellm | >=1.83.7,<2.0.0 | pyproject.toml |
| PyPI | requests | >=2.32.5,<3.0.0 | pyproject.toml |
| PyPI | RestrictedPython | >=8.0,<8.1.0 | pyproject.toml |
| PyPI | jsonpath-ng | >=1.6.1,<1.7.0 | pyproject.toml |
| PyPI | jsonpickle | >=3.0.3,<3.1.0 | pyproject.toml |
| PyPI | pinecone-client | >=3.2.2,<3.3.0 | pyproject.toml |
| PyPI | chromadb-client | >=0.5.5.dev0,<0.6.0 | pyproject.toml |
| PyPI | unstructured-client | >=0.42.3,<0.43.0 | pyproject.toml |
| PyPI | omegaconf | >=2.3.0,<2.4.0 | pyproject.toml |
| PyPI | weaviate-client | >=4.20.4,<4.21.0 | pyproject.toml |
| PyPI | filetype | >=1.2.0,<1.3.0 | pyproject.toml |
| PyPI | more-itertools | >=10.3.0,<10.4.0 | pyproject.toml |
| PyPI | pdf2image | >=1.17.0,<1.18.0 | pyproject.toml |
| PyPI | e2b-code-interpreter | >=2.8.1,<3.0.0 | pyproject.toml |
| PyPI | black | >=26.3.1,<27.0.0 | pyproject.toml |
| PyPI | pypdf | >=6.10.2,<7.0.0 | pyproject.toml |
| PyPI | python-pptx | ==1.0.2 | pyproject.toml |
| PyPI | qdrant-client | >=1.11.3,<1.12.0 | pyproject.toml |
| PyPI | pymilvus | >=2.5.6,<2.6.0 | pyproject.toml |
| PyPI | psycopg | >=3.2.3,<3.3.0 | pyproject.toml |
| PyPI | pgvector | >=0.3.6,<0.4.0 | pyproject.toml |
| PyPI | mysql-connector-python | >=9.1.0,<9.2.0 | pyproject.toml |
| PyPI | snowflake-connector-python | >=4.6.0,<5.0.0 | pyproject.toml |
| PyPI | rapidfuzz | >=3.11.0,<3.12.0 | pyproject.toml |
| PyPI | sacrebleu | >=2.5.1,<2.6.0 | pyproject.toml |
| PyPI | rouge-score | >=0.1.2,<0.2.0 | pyproject.toml |
| PyPI | lxml | >=6.1.0,<7.0.0 | pyproject.toml |
| PyPI | elasticsearch | >=8.12.0,<8.13.0 | pyproject.toml |
| PyPI | numpy | >=1.26.0,<1.27.0 | pyproject.toml |
| PyPI | mcp | >=1.23.0,<2.0.0 | pyproject.toml |
| PyPI | datamodel-code-generator | ==0.30.0 | pyproject.toml |
| PyPI | python-docx | >=1.1.2,<2.0.0 | pyproject.toml |
| PyPI | databricks-sql-connector | >=4.0.3,<4.1.0 | pyproject.toml |
| PyPI | orjson | >=3.11.6,<4.0.0 | pyproject.toml |
| PyPI | charset-normalizer | >=3.4.2,<4.0.0 | pyproject.toml |
| PyPI | tenacity | ==9.1.2 | pyproject.toml |
| PyPI | regex | >=2025.9.18,<2026.0.0 | pyproject.toml |
| PyPI | requests-aws4auth | >=1.3.1,<2.0.0 | pyproject.toml |
| PyPI | opensearch-py | >=3.0.0,<4.0.0 | pyproject.toml |
| PyPI | openpyxl | >=3.1.5,<4.0.0 | pyproject.toml |
| PyPI | pdfplumber | >=0.11.8,<0.12.0 | pyproject.toml |
| PyPI | matplotlib | >=3.10.7,<4.0.0 | pyproject.toml |
| PyPI | seaborn | >=0.13.2,<0.14.0 | pyproject.toml |
| PyPI | pyyaml | ==6.0.1 | pyproject.toml |
| PyPI | e2b | >=2.26.0,<3.0.0 | pyproject.toml |
| PyPI | tiktoken | ==0.12.0 | pyproject.toml |
| PyPI | neo4j | >=6.0.3,<7.0.0 | pyproject.toml |
| PyPI | e2b-desktop | >=2.2.0,<3.0.0 | pyproject.toml |
| PyPI | beautifulsoup4 | >=4.12.3,<4.13.0 | pyproject.toml |
| PyPI | markdown | >=3.8.1,<4.0.0 | pyproject.toml |
| PyPI | inscriptis | ==2.5.0 | pyproject.toml |
| PyPI | stagehand | >=0.4.0,<0.5.0 | pyproject.toml |
| PyPI | pyOpenSSL | >=26.0.0,<27.0.0 | pyproject.toml |
| PyPI | steel-sdk | ==0.15.0 | pyproject.toml |
| PyPI | reportlab | >=4.3.0,<4.4.0 | pyproject.toml |
| PyPI | daytona | >=0.161.0,<0.162.0 | pyproject.toml |
全部依赖 398
来自 GitHub 依赖图的完整解析依赖集合：64 个直接依赖与 334 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 | beautifulsoup4 | 4.12.3 | 直接 |
| PyPI | black | 26.5.1 | 直接 |
| PyPI | boto3 | 1.34.162 | 直接 |
| PyPI | charset-normalizer | 3.4.6 | 直接 |
| PyPI | chromadb-client | 0.5.23 | 直接 |
| PyPI | databricks-sql-connector | 4.0.5 | 直接 |
| PyPI | datamodel-code-generator | 0.30.0 | 直接 |
| PyPI | daytona | 0.161.0 | 直接 |
| PyPI | e2b | 2.29.5 | 直接 |
| PyPI | e2b-code-interpreter | 2.0.0 | 直接 |
| PyPI | e2b-code-interpreter | 2.8.1 | 直接 |
| PyPI | e2b-desktop | 2.4.1 | 直接 |
| PyPI | elasticsearch | 8.12.1 | 直接 |
| PyPI | filetype | 1.2.0 | 直接 |
| PyPI | google-cloud-aiplatform | 1.158.0 | 直接 |
| PyPI | inscriptis | 2.5.0 | 直接 |
| PyPI | jinja2 | 3.1.6 | 直接 |
| PyPI | jsonpath-ng | 1.6.1 | 直接 |
| PyPI | jsonpickle | 3.0.4 | 直接 |
| PyPI | litellm | 1.89.3 | 直接 |
| PyPI | litellm | 1.90.3 | 直接 |
| PyPI | lxml | 6.1.1 | 直接 |
| PyPI | markdown | 3.10.2 | 直接 |
| PyPI | matplotlib | 3.10.8 | 直接 |
| PyPI | mcp | 1.27.0 | 直接 |
| PyPI | more-itertools | 10.3.0 | 直接 |
| PyPI | mysql-connector-python | 9.1.0 | 直接 |
| PyPI | neo4j | 6.1.0 | 直接 |
| PyPI | numpy | 1.26.4 | 直接 |
| PyPI | omegaconf | 2.3.0 | 直接 |
| PyPI | openai | 2.24.0 | 直接 |
| PyPI | openpyxl | 3.1.5 | 直接 |
| PyPI | opensearch-py | 3.1.0 | 直接 |
| PyPI | orjson | 3.11.8 | 直接 |
| PyPI | pdf2image | 1.17.0 | 直接 |
| PyPI | pdfplumber | 0.11.9 | 直接 |
| PyPI | pgvector | 0.3.6 | 直接 |
| PyPI | pinecone-client | 3.2.2 | 直接 |
| PyPI | psycopg | 3.2.13 | 直接 |
| PyPI | pydantic | 2.12.5 | 直接 |
| PyPI | pymilvus | 2.5.18 | 直接 |
| PyPI | pyopenssl | 26.3.0 | 直接 |
| PyPI | pypdf | 6.14.1 | 直接 |
| PyPI | python-docx | 1.2.0 | 直接 |
| PyPI | python-pptx | 1.0.2 | 直接 |
| PyPI | pyyaml | 6.0.1 | 直接 |
| PyPI | qdrant-client | 1.11.3 | 直接 |
| PyPI | rapidfuzz | 3.11.0 | 直接 |
| PyPI | redis | 5.0.8 | 直接 |
| PyPI | regex | 2025.11.3 | 直接 |
| PyPI | reportlab | 4.3.1 | 直接 |
| PyPI | requests | 2.33.1 | 直接 |
| PyPI | requests-aws4auth | 1.3.1 | 直接 |
| PyPI | restrictedpython | 8.0 | 直接 |
| PyPI | rouge-score | 0.1.2 | 直接 |
| PyPI | sacrebleu | 2.5.1 | 直接 |
| PyPI | seaborn | 0.13.2 | 直接 |
| PyPI | snowflake-connector-python | 4.6.0 | 直接 |
| PyPI | stagehand | 0.4.1 | 直接 |
| PyPI | steel-sdk | 0.15.0 | 直接 |
| PyPI | tenacity | 9.1.2 | 直接 |
| PyPI | tiktoken | 0.12.0 | 直接 |
| PyPI | unstructured-client | 0.42.10 | 直接 |
| PyPI | weaviate-client | 4.20.4 | 直接 |
| PyPI | absl-py | 2.4.0 | 间接 |
| PyPI | accelerate | 1.13.0 | 间接 |
| PyPI | agentops | 0.3.26 | 间接 |
| PyPI | aiofiles | 24.1.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 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 | altair | 5.5.0 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anthropic | 0.97.0 | 间接 |
| PyPI | antlr4-python3-runtime | 4.9.3 | 间接 |
| PyPI | anyio | 4.12.1 | 间接 |
| PyPI | argcomplete | 3.6.3 | 间接 |
| PyPI | asn1crypto | 1.5.1 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | asyncer | 0.0.17 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | audioop-lts | 0.2.2 | 间接 |
| PyPI | authlib | 1.7.2 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backoff | 2.2.1 | 间接 |
| PyPI | backports-asyncio-runner | 1.2.0 | 间接 |
| PyPI | bidict | 0.23.1 | 间接 |
| PyPI | blinker | 1.9.0 | 间接 |
| PyPI | botocore | 1.34.162 | 间接 |
| PyPI | bracex | 2.6 | 间接 |
| PyPI | brotli | 1.2.0 | 间接 |
| PyPI | brotlicffi | 1.2.0.1 | 间接 |
| PyPI | browserbase | 1.7.0 | 间接 |
| PyPI | cachetools | 5.5.2 | 间接 |
| PyPI | certifi | 2026.2.25 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | chainlit | 2.11.1 | 间接 |
| PyPI | chardet | 7.2.0 | 间接 |
| PyPI | chevron | 0.14.0 | 间接 |
| PyPI | click | 8.1.8 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | coverage | 7.3.4 | 间接 |
| PyPI | cryptography | 49.0.0 | 间接 |
| PyPI | cssselect2 | 0.9.0 | 间接 |
| PyPI | cua-computer | 0.4.19 | 间接 |
| PyPI | cua-core | 0.1.18 | 间接 |
| PyPI | cuda-bindings | 13.2.0 | 间接 |
| PyPI | cuda-pathfinder | 1.4.3 | 间接 |
| PyPI | cuda-toolkit | 13.0.2 | 间接 |
| PyPI | cuid | 0.4 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | dataclasses-json | 0.6.7 | 间接 |
| PyPI | daytona-api-client | 0.161.0 | 间接 |
| PyPI | daytona-api-client-async | 0.161.0 | 间接 |
| PyPI | daytona-toolbox-api-client | 0.161.0 | 间接 |
| PyPI | daytona-toolbox-api-client-async | 0.161.0 | 间接 |
| PyPI | deprecated | 1.3.1 | 间接 |
| PyPI | deprecation | 2.1.0 | 间接 |
| PyPI | distlib | 0.4.0 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | dockerfile-parse | 2.0.1 | 间接 |
| PyPI | docstring-parser | 0.17.0 | 间接 |
| PyPI | dynamiq | — | 间接 |
| PyPI | dynamiq | 0.58.1 | 间接 |
| PyPI | elastic-transport | 8.17.1 | 间接 |
| PyPI | et-xmlfile | 2.0.0 | 间接 |
| PyPI | events | 0.5 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | fakeredis | 2.21.3 | 间接 |
| PyPI | fastapi | — | 间接 |
| PyPI | fastapi | 0.116.2 | 间接 |
| PyPI | fastuuid | 0.14.0 | 间接 |
| PyPI | filelock | 3.25.2 | 间接 |
| PyPI | fonttools | 4.62.1 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.2.0 | 间接 |
| PyPI | genson | 1.3.0 | 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 | 2.30.0 | 间接 |
| PyPI | google-auth | 2.55.0 | 间接 |
| PyPI | google-cloud-bigquery | 3.40.1 | 间接 |
| PyPI | google-cloud-core | 2.5.0 | 间接 |
| PyPI | google-cloud-resource-manager | 1.16.0 | 间接 |
| PyPI | google-cloud-storage | 3.12.0 | 间接 |
| PyPI | google-crc32c | 1.8.0 | 间接 |
| PyPI | google-genai | 2.9.0 | 间接 |
| PyPI | google-resumable-media | 2.8.0 | 间接 |
| PyPI | googleapis-common-protos | 1.73.0 | 间接 |
| PyPI | greenlet | 3.3.2 | 间接 |
| PyPI | griffe | 1.15.0 | 间接 |
| PyPI | grpc-google-iam-v1 | 0.14.3 | 间接 |
| PyPI | grpcio | 1.78.0 | 间接 |
| PyPI | grpcio-status | 1.78.0 | 间接 |
| PyPI | grpcio-tools | 1.78.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h2 | 4.3.0 | 间接 |
| PyPI | hf-xet | 1.4.2 | 间接 |
| PyPI | hpack | 4.1.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httptools | 0.7.1 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx-sse | 0.4.3 | 间接 |
| PyPI | huggingface-hub | 1.7.2 | 间接 |
| PyPI | hyperframe | 6.1.0 | 间接 |
| PyPI | identify | 2.6.18 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | importlib-metadata | 8.5.0 | 间接 |
| PyPI | inflect | 7.5.0 | 间接 |
| PyPI | inflection | 0.5.1 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | isort | 6.1.0 | 间接 |
| PyPI | itsdangerous | 2.2.0 | 间接 |
| PyPI | jiter | 0.13.0 | 间接 |
| PyPI | jmespath | 1.1.0 | 间接 |
| PyPI | joblib | 1.5.3 | 间接 |
| PyPI | joserfc | 1.7.1 | 间接 |
| PyPI | jsonschema | 4.23.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | kiwisolver | 1.5.0 | 间接 |
| PyPI | langfuse | 2.60.10 | 间接 |
| PyPI | lazify | 0.4.0 | 间接 |
| PyPI | literalai | 0.1.201 | 间接 |
| PyPI | lz4 | 4.4.5 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | marshmallow | 3.26.2 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mergedeep | 1.3.4 | 间接 |
| PyPI | milvus-lite | 2.5.1 | 间接 |
| PyPI | mkdocs | 1.6.1 | 间接 |
| PyPI | mkdocs-autorefs | 1.3.1 | 间接 |
| PyPI | mkdocs-get-deps | 0.2.2 | 间接 |
| PyPI | mkdocs-material | 9.5.50 | 间接 |
| PyPI | mkdocs-material-extensions | 1.3.1 | 间接 |
| PyPI | mkdocstrings | 0.25.2 | 间接 |
| PyPI | mkdocstrings-python | 1.10.9 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | mslex | 1.3.0 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | narwhals | 2.18.0 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | nltk | 3.9.4 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | nvidia-cublas | 13.1.0.3 | 间接 |
| 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 | 9.19.0.56 | 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 | 0.8.0 | 间接 |
| PyPI | nvidia-nccl-cu13 | 2.28.9 | 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 | oauthlib | 3.3.1 | 间接 |
| PyPI | obstore | 0.8.2 | 间接 |
| PyPI | opensearch-protobufs | 0.19.0 | 间接 |
| PyPI | opentelemetry-api | 1.39.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.39.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.39.1 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.39.1 | 间接 |
| PyPI | opentelemetry-instrumentation | 0.60b1 | 间接 |
| PyPI | opentelemetry-instrumentation-agno | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-aiohttp-client | 0.60b1 | 间接 |
| PyPI | opentelemetry-instrumentation-alephalpha | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-anthropic | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-bedrock | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-chromadb | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-cohere | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-crewai | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-google-generativeai | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-groq | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-haystack | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-lancedb | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-langchain | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-llamaindex | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-logging | 0.60b1 | 间接 |
| PyPI | opentelemetry-instrumentation-marqo | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-mcp | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-milvus | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-mistralai | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-ollama | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-openai | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-openai-agents | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-pinecone | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-qdrant | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-redis | 0.60b1 | 间接 |
| PyPI | opentelemetry-instrumentation-replicate | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-requests | 0.60b1 | 间接 |
| PyPI | opentelemetry-instrumentation-sagemaker | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-sqlalchemy | 0.60b1 | 间接 |
| PyPI | opentelemetry-instrumentation-threading | 0.60b1 | 间接 |
| PyPI | opentelemetry-instrumentation-together | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-transformers | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-urllib3 | 0.60b1 | 间接 |
| PyPI | opentelemetry-instrumentation-vertexai | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-voyageai | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-watsonx | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-weaviate | 0.53.3 | 间接 |
| PyPI | opentelemetry-instrumentation-writer | 0.53.3 | 间接 |
| PyPI | opentelemetry-proto | 1.39.1 | 间接 |
| PyPI | opentelemetry-sdk | 1.39.1 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.60b1 | 间接 |
| PyPI | opentelemetry-semantic-conventions-ai | 0.4.16 | 间接 |
| PyPI | opentelemetry-util-http | 0.60b1 | 间接 |
| PyPI | outcome | 1.3.0.post0 | 间接 |
| PyPI | overrides | 7.7.0 | 间接 |
| PyPI | packaging | 24.2 | 间接 |
| PyPI | paginate | 0.5.7 | 间接 |
| PyPI | pandas | 2.2.3 | 间接 |
| PyPI | pathspec | 1.0.4 | 间接 |
| PyPI | pdfminer-six | 20251230 | 间接 |
| PyPI | peft | 0.13.2 | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | platformdirs | 4.9.4 | 间接 |
| PyPI | playwright | 1.58.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | ply | 3.11 | 间接 |
| PyPI | portalocker | 2.10.1 | 间接 |
| PyPI | posthog | 7.9.12 | 间接 |
| PyPI | pre-commit | 3.7.1 | 间接 |
| PyPI | propcache | 0.4.1 | 间接 |
| PyPI | proto-plus | 1.27.1 | 间接 |
| PyPI | protobuf | 6.33.6 | 间接 |
| PyPI | psutil | 6.0.0 | 间接 |
| PyPI | psycopg-binary | 3.2.13 | 间接 |
| PyPI | pyarrow | 23.0.1 | 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 | 2.41.5 | 间接 |
| PyPI | pydantic-monty | 0.0.16 | 间接 |
| PyPI | pydantic-settings | 2.14.2 | 间接 |
| PyPI | pydeck | 0.9.1 | 间接 |
| PyPI | pydyf | 0.12.1 | 间接 |
| PyPI | pyee | 13.0.1 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pygraphviz | 1.14 | 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 | pypdfium2 | 5.6.0 | 间接 |
| PyPI | pyphen | 0.17.2 | 间接 |
| PyPI | pysocks | 1.7.1 | 间接 |
| PyPI | pytest | 9.0.3 | 间接 |
| PyPI | pytest-asyncio | 1.3.0 | 间接 |
| PyPI | pytest-mock | 3.14.1 | 间接 |
| PyPI | pytest-rerunfailures | 16.1 | 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 | 1.2.0 | 间接 |
| PyPI | python-dotenv | — | 间接 |
| PyPI | python-dotenv | 1.2.2 | 间接 |
| PyPI | python-engineio | 4.13.1 | 间接 |
| PyPI | python-multipart | 0.0.32 | 间接 |
| PyPI | python-socketio | 5.16.1 | 间接 |
| PyPI | pytokens | 0.4.1 | 间接 |
| PyPI | pytz | 2026.1.post1 | 间接 |
| PyPI | pywin32 | 311 | 间接 |
| PyPI | pyyaml-env-tag | 1.1 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | requests-mock | 1.12.1 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | rich | 14.3.3 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | s3transfer | 0.10.4 | 间接 |
| PyPI | safetensors | 0.7.0 | 间接 |
| PyPI | selenium | 4.21.0 | 间接 |
| PyPI | setuptools | 78.1.1 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | simple-websocket | 1.1.0 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | smmap | 5.0.3 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | sortedcontainers | 2.4.0 | 间接 |
| PyPI | soupsieve | 2.8.3 | 间接 |
| PyPI | sse-starlette | 2.1.3 | 间接 |
| PyPI | starlette | 0.48.0 | 间接 |
| PyPI | streamlit | 1.57.0 | 间接 |
| PyPI | streamlit-date-picker | 0.0.5 | 间接 |
| PyPI | streamlit-image-select | 0.6.0 | 间接 |
| PyPI | streamlit-pdf-viewer | 0.0.28 | 间接 |
| PyPI | sympy | 1.13.3 | 间接 |
| PyPI | syncer | 2.0.3 | 间接 |
| PyPI | tabulate | 0.10.0 | 间接 |
| PyPI | termcolor | 2.4.0 | 间接 |
| PyPI | thrift | 0.20.0 | 间接 |
| PyPI | tinycss2 | 1.5.1 | 间接 |
| PyPI | tinyhtml5 | 2.1.0 | 间接 |
| PyPI | tokenizers | 0.22.2 | 间接 |
| PyPI | toml | 0.10.2 | 间接 |
| PyPI | tomli | 2.4.0 | 间接 |
| PyPI | tomlkit | 0.14.0 | 间接 |
| PyPI | torch | 2.11.0 | 间接 |
| PyPI | tqdm | 4.66.6 | 间接 |
| PyPI | traceloop-sdk | 0.53.3 | 间接 |
| PyPI | transformers | 5.3.0 | 间接 |
| PyPI | trio | 0.33.0 | 间接 |
| PyPI | trio-websocket | 0.12.2 | 间接 |
| PyPI | triton | 3.6.0 | 间接 |
| PyPI | typeguard | 4.5.1 | 间接 |
| PyPI | typer | 0.12.5 | 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 | 2025.3 | 间接 |
| PyPI | ujson | 5.13.0 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uvicorn | — | 间接 |
| PyPI | uvicorn | 0.35.0 | 间接 |
| PyPI | validators | 0.35.0 | 间接 |
| PyPI | virtualenv | 21.2.0 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | watchfiles | 1.1.1 | 间接 |
| PyPI | wcmatch | 10.1 | 间接 |
| PyPI | weasyprint | 68.1 | 间接 |
| PyPI | webencodings | 0.5.1 | 间接 |
| PyPI | websocket-client | 1.9.0 | 间接 |
| PyPI | websockets | 15.0.1 | 间接 |
| PyPI | wrapt | 1.17.3 | 间接 |
| PyPI | wsproto | 1.3.2 | 间接 |
| PyPI | xlsxwriter | 3.2.9 | 间接 |
| PyPI | yarl | 1.23.0 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
| PyPI | zopfli | 0.4.1 | 间接 |
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"agents",
"ai",
"generative-ai",
"gpt",
"llm",
"llmops",
"rag"
],
"is_fork": false,
"size_kb": 12272,
"has_wiki": false,
"homepage": "https://getdynamiq.ai",
"languages": {
"Python": 5904360,
"Makefile": 2246,
"Dockerfile": 941
},
"pushed_at": "2026-07-17T20:06:57Z",
"created_at": "2024-09-26T10:20:26Z",
"owner_type": "Organization",
"updated_at": "2026-07-16T02:17:23Z",
"description": "Dynamiq is an orchestration framework for agentic AI and LLM applications",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://getdynamiq.ai",
"name": "Dynamiq",
"type": "Organization",
"login": "dynamiq-ai",
"company": null,
"location": "United States of America",
"followers": 65,
"avatar_url": "https://avatars.githubusercontent.com/u/151867818?v=4",
"created_at": "2023-11-23T17:25:57Z",
"is_verified": null,
"public_repos": 6,
"account_age_days": 967
},
"activity": {
"releases_count": 80,
"commits_last_year": 379,
"latest_release_at": "2026-07-14T18:21:03Z",
"latest_release_tag": "v0.58.1",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 51,
"days_since_latest_release": 3,
"mean_days_between_releases": 6.7
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "dynamiq",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"agents",
"ai",
"generative-ai",
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"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 61,
"inputs": {
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"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 6.1
},
"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": "branch protection is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"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": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
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"detail": "project has 4 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 0 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 not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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": "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 detected",
"points": 5,
"status": "met",
"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": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "29 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": 4
},
"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": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"docs/tutorials/agents.md"
],
"agent_instruction_max_bytes": 4430
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "docs/tutorials/agents.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/tutorials/agents.md"
}
}
],
"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, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 74,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"Makefile",
"examples/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, examples/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, examples/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
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{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
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"largest_source_bytes": 112623,
"source_files_sampled": 1048,
"oversized_source_files": 5
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"components": [
{
"key": "type_checkable_code",
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "5/1048 source files over 60KB",
"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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"sampled": 1048,
"oversized": 5
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
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"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
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"has_mcp_signal": true,
"api_schema_files": []
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"components": [
{
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
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"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
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],
"max_points": 40
}
]
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
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"license_state": "standard",
"license_spdx": "Apache-2.0"
}