公开记录中等
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-17 23:11 UTC
robofinsystems / robosystems
RoboSystems is a financial intelligence platform that unifies structured data, document search, and AI memory to transform complex financial data into actionable intelligence. Fork-ready with full GitHub Actions CI/CD for deploying CloudFormation infrastructure to your AWS account.
robofinsystems/robosystems 的健康指数为 100 分中的 65 分，处于「中等」区间。 其得分最高的类别是Vitality（96/100），最低的是Sustainability & Governance（46/100）。 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。
65
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。
65
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
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
93优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 29.1/36 | 提交节奏 — 52 周中有 42 周有提交 |
| 18/18 | 提交量 — 最近一年 3,278 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 3,278 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 42 |
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 1 天前 |
| 27/27 | 发布节奏 — 约每 1.2 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 100 |
| latest_release_tag | v1.6.5 |
| releases_from_tags | 否 |
| days_since_latest_release | 1 |
| mean_days_between_releases | 1.2 |
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？
50
流行度与采用
26危急
评分方式
| 20.4/60 | 星标 — 19 个星标 |
| 5.8/25 | 复刻 — 6 个复刻 |
| 0/15 | 关注者 — 2 位关注者 |
所用输入
| forks | 6 |
| stars | 19 |
| 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（Apache-2.0） |
| 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 |
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？
46
维护者韧性（巴士系数）
21危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 1.8/22.5 | 提交分布 — 头号贡献者编写了 92% 的提交 |
| 4.1/13.5 | 贡献者广度 — 3 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.919 |
议题与 PR 响应能力
75良好
评分方式
| 38/46.8 | 议题解决 — 81% 的议题已关闭 |
| 37/38.3 | PR 接受 — 已裁定的 PR 中 827/856 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/15 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 827 |
| open_issues | 3 |
| closed_issues | 13 |
| issue_closed_ratio | 0.812 |
| closed_unmerged_prs | 29 |
所有权与托管责任
46存在风险
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 5.6/25 | 所有者影响力 — RoboFinSystems 有 5 位关注者 |
| 10.4/25 | 既往记录 — 12 个公开仓库，账户约 1 年 |
所用输入
| followers | 5 |
| owner_type | Organization |
| is_verified | — |
| owner_login | RoboFinSystems |
| public_repos | 12 |
| account_age_days | 414 |
工程质量
基础的工程与文档实践是否到位？
74
工程实践
74良好
评分方式
| 24/24 | CI 工作流 — 27 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 是 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
75良好
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://robosystems.ai |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 20 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | aws, fastapi, knowledge-graph, mcp-server, xbrl, arelle, postgresql, financial, financial-data, financial-analysis, accounting, robosystems, duckdb, ladybugdb, context-graph, dagster, dbt, ai, mcp, opensearch |
| has_wiki | 是 |
| homepage | https://robosystems.ai |
| has_readme | 是 |
| has_docs_dir | 否 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
58
安全态势
58中等
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 |
| 2.5/2.5 | CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/15 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 5/5 | SAST — SAST tool is run on all commits |
| 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 |
| 1.5/7.5 | Vulnerabilities — 8 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.8 |
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。
65
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — CLAUDE.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 | CLAUDE.md |
| agent_instruction_max_bytes | 25,763 |
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 — justfile |
| 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 — 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 |
| 1/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | justfile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| 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 |
| 54.6/55 | 可控的文件大小 — 采样的 1,632 个源文件中有 13 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 112,339 |
| source_files_sampled | 1,632 |
| oversized_source_files | 13 |
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
19GitHub 星标
3贡献者
3,278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）
3开放议题
PyPI软件包生态系统数
数据采集警告
- Could not fetch pypi package 'robosystems' from its registry
更多细节
OpenSSF Scorecard 5.8 / 10
5.8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 |
| 10 | CI-Tests | 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/15 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 10 | SAST | SAST tool is run on all commits |
| 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 |
| 2 | Vulnerabilities | 8 existing vulnerabilities detected |
直接依赖 58
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | fastapi | >=0.139.0,<1.0 | pyproject.toml |
| PyPI | starlette | >=1.3.1,<2.0 | pyproject.toml |
| PyPI | sse-starlette | >=3.3.0,<4.0 | pyproject.toml |
| PyPI | strawberry-graphql | >=0.314.0,<1.0 | pyproject.toml |
| PyPI | uvicorn | >=0.48.0,<1.0 | pyproject.toml |
| PyPI | uvloop | >=0.21.0,<1.0 | pyproject.toml |
| PyPI | boto3 | >=1.42.0,<2.0 | pyproject.toml |
| PyPI | duckdb | ==1.4.4 | pyproject.toml |
| PyPI | lancedb | >=0.30.0,<0.31 | pyproject.toml |
| PyPI | ladybug | ==0.18.1 | pyproject.toml |
| PyPI | alembic | >=1.18.0,<2.0 | pyproject.toml |
| PyPI | psycopg2-binary | >=2.9.0,<3.0 | pyproject.toml |
| PyPI | sqlalchemy | >=2.0.0,<3.0 | pyproject.toml |
| PyPI | redis | >=8.0.0,<9.0 | pyproject.toml |
| PyPI | opensearch-py | >=3.0.0,<4.0 | pyproject.toml |
| PyPI | dagster | >=1.13.1,<2.0 | pyproject.toml |
| PyPI | dagster-webserver | >=1.13.3,<2.0 | pyproject.toml |
| PyPI | dagster-postgres | >=0.29.0,<1.0 | pyproject.toml |
| PyPI | dagster-aws | >=0.29.11,<1.0 | pyproject.toml |
| PyPI | dbt-core | >=1.11.0,<2.0 | pyproject.toml |
| PyPI | dbt-duckdb | >=1.10.0,<2.0 | pyproject.toml |
| PyPI | arelle-release | ==2.39.5 | pyproject.toml |
| PyPI | fastembed | >=0.8.0,<1.0 | pyproject.toml |
| PyPI | icebug | >=12.0,<13.0 | pyproject.toml |
| PyPI | numpy | >=2.4.0,<3.0 | pyproject.toml |
| PyPI | pandas | >=2.3.0,<3.0 | pyproject.toml |
| PyPI | pyarrow | >=24.0.0 | pyproject.toml |
| PyPI | rdflib | >=7.0.0,<8.0 | pyproject.toml |
| PyPI | intuit-oauth | >=1.2.0,<2.0 | pyproject.toml |
| PyPI | python-quickbooks | >=0.9.0,<1.0 | pyproject.toml |
| PyPI | stripe | >=11.1.0,<12.0 | pyproject.toml |
| PyPI | opentelemetry-api | >=1.41.0,<2.0 | pyproject.toml |
| PyPI | opentelemetry-exporter-otlp | >=1.41.0,<2.0 | pyproject.toml |
| PyPI | opentelemetry-sdk | >=1.41.0,<2.0 | pyproject.toml |
| PyPI | opentelemetry-instrumentation-aiohttp-client | >=0.64b0,<1.0 | pyproject.toml |
| PyPI | opentelemetry-instrumentation-fastapi | >=0.55b0,<1.0 | pyproject.toml |
| PyPI | opentelemetry-instrumentation-psycopg2 | >=0.55b0,<1.0 | pyproject.toml |
| PyPI | opentelemetry-instrumentation-requests | >=0.55b0,<1.0 | pyproject.toml |
| PyPI | aiohttp | >=3.14.0 | pyproject.toml |
| PyPI | bcrypt | >=5.0.0,<6.0 | pyproject.toml |
| PyPI | beautifulsoup4 | >=4.13.0,<5.0 | pyproject.toml |
| PyPI | email-validator | >=2.2.0,<3.0 | pyproject.toml |
| PyPI | holidays | >=0.76.0,<1.0 | pyproject.toml |
| PyPI | httptools | >=0.6.0,<1.0 | pyproject.toml |
| PyPI | httpx-sse | >=0.4.0 | pyproject.toml |
| PyPI | httpx | >=0.28.0 | pyproject.toml |
| PyPI | lxml | >=6.1.0,<7.0 | pyproject.toml |
| PyPI | pillow | >=12.2.0 | pyproject.toml |
| PyPI | psutil | >=7.2.1,<8.0 | pyproject.toml |
| PyPI | pydantic | >=2.11.0,<3.0 | pyproject.toml |
| PyPI | pyjwt | >=2.10.0,<3.0 | pyproject.toml |
| PyPI | python-multipart | >=0.0.27,<1.0 | pyproject.toml |
| PyPI | python-ulid | >=3.0.0 | pyproject.toml |
| PyPI | pyyaml | >=6.0.0,<7.0 | pyproject.toml |
| PyPI | requests | >=2.34.2,<3.0 | pyproject.toml |
| PyPI | retrying | >=1.4.0,<2.0 | pyproject.toml |
| PyPI | uuid6 | >=2025.0.0 | pyproject.toml |
| PyPI | pyshacl | >=0.26,<0.31 | pyproject.toml |
全部依赖 234
来自 GitHub 依赖图的完整解析依赖集合：58 个直接依赖与 176 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 | aiohttp | 3.14.1 | 直接 |
| PyPI | alembic | 1.18.4 | 直接 |
| PyPI | arelle-release | 2.39.5 | 直接 |
| PyPI | bcrypt | 5.0.0 | 直接 |
| PyPI | beautifulsoup4 | 4.15.0 | 直接 |
| PyPI | boto3 | 1.43.29 | 直接 |
| PyPI | dagster | 1.13.11 | 直接 |
| PyPI | dagster-aws | 0.29.11 | 直接 |
| PyPI | dagster-postgres | 0.29.11 | 直接 |
| PyPI | dagster-webserver | 1.13.11 | 直接 |
| PyPI | dbt-core | 1.11.11 | 直接 |
| PyPI | dbt-duckdb | 1.10.1 | 直接 |
| PyPI | duckdb | 1.4.4 | 直接 |
| PyPI | email-validator | 2.3.0 | 直接 |
| PyPI | fastapi | 0.139.0 | 直接 |
| PyPI | fastembed | 0.8.0 | 直接 |
| PyPI | holidays | 0.98 | 直接 |
| PyPI | httptools | 0.8.0 | 直接 |
| PyPI | httpx | 0.28.1 | 直接 |
| PyPI | httpx-sse | 0.4.3 | 直接 |
| PyPI | icebug | 12.9 | 直接 |
| PyPI | intuit-oauth | 1.2.6 | 直接 |
| PyPI | ladybug | 0.18.1 | 直接 |
| PyPI | lancedb | 0.30.2 | 直接 |
| PyPI | lxml | 6.1.1 | 直接 |
| PyPI | numpy | 2.4.6 | 直接 |
| PyPI | opensearch-py | 3.2.0 | 直接 |
| PyPI | opentelemetry-api | 1.43.0 | 直接 |
| PyPI | opentelemetry-exporter-otlp | 1.43.0 | 直接 |
| PyPI | opentelemetry-instrumentation-aiohttp-client | 0.64b0 | 直接 |
| PyPI | opentelemetry-instrumentation-fastapi | 0.64b0 | 直接 |
| PyPI | opentelemetry-instrumentation-psycopg2 | 0.64b0 | 直接 |
| PyPI | opentelemetry-instrumentation-requests | 0.64b0 | 直接 |
| PyPI | opentelemetry-sdk | 1.43.0 | 直接 |
| PyPI | pandas | 2.3.3 | 直接 |
| PyPI | pillow | 12.2.0 | 直接 |
| PyPI | psutil | 7.2.2 | 直接 |
| PyPI | psycopg2-binary | 2.9.12 | 直接 |
| PyPI | pyarrow | 24.0.0 | 直接 |
| PyPI | pydantic | 2.13.4 | 直接 |
| PyPI | pyjwt | 2.13.0 | 直接 |
| PyPI | pyshacl | 0.30.1 | 直接 |
| PyPI | python-multipart | 0.0.32 | 直接 |
| PyPI | python-quickbooks | 0.9.12 | 直接 |
| PyPI | python-ulid | 3.1.0 | 直接 |
| PyPI | pyyaml | 6.0.3 | 直接 |
| PyPI | rdflib | 7.6.0 | 直接 |
| PyPI | redis | 8.0.0 | 直接 |
| PyPI | requests | 2.34.2 | 直接 |
| PyPI | retrying | 1.4.2 | 直接 |
| PyPI | sqlalchemy | 2.0.50 | 直接 |
| PyPI | sse-starlette | 3.4.4 | 直接 |
| PyPI | starlette | 1.3.1 | 直接 |
| PyPI | strawberry-graphql | 0.316.0 | 直接 |
| PyPI | stripe | 11.6.0 | 直接 |
| PyPI | uuid6 | 2025.0.1 | 直接 |
| PyPI | uvicorn | 0.49.0 | 直接 |
| PyPI | uvloop | 0.22.1 | 直接 |
| PyPI | agate | 1.9.1 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.2 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | antlr4-python3-runtime | 4.13.2 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | asgiref | 3.11.1 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | aws-sam-translator | 1.110.0 | 间接 |
| PyPI | awscli-local | 0.22.2 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backoff | 2.2.1 | 间接 |
| PyPI | basedpyright | 1.39.7 | 间接 |
| PyPI | botocore | 1.43.29 | 间接 |
| PyPI | bottle | 0.13.4 | 间接 |
| PyPI | certifi | 2026.5.20 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfn-lint | 1.51.4 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | click | 8.4.1 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coloredlogs | 14.0 | 间接 |
| PyPI | coverage | 7.14.1 | 间接 |
| PyPI | cross-web | 0.7.0 | 间接 |
| PyPI | cryptography | 49.0.0 | 间接 |
| PyPI | cython | 3.2.5 | 间接 |
| PyPI | daff | 1.4.2 | 间接 |
| PyPI | dagster-graphql | 1.13.11 | 间接 |
| PyPI | dagster-pipes | 1.13.11 | 间接 |
| PyPI | dagster-shared | 1.13.11 | 间接 |
| PyPI | dbt-adapters | 1.24.2 | 间接 |
| PyPI | dbt-common | 1.38.0 | 间接 |
| PyPI | dbt-extractor | 0.6.0 | 间接 |
| PyPI | dbt-protos | 1.0.514 | 间接 |
| PyPI | dbt-semantic-interfaces | 0.9.0 | 间接 |
| PyPI | deepdiff | 8.6.2 | 间接 |
| PyPI | deprecation | 2.1.0 | 间接 |
| PyPI | dnspython | 2.8.0 | 间接 |
| PyPI | docstring-parser | 0.18.0 | 间接 |
| PyPI | enum-compat | 0.0.3 | 间接 |
| PyPI | et-xmlfile | 2.0.0 | 间接 |
| PyPI | events | 0.5 | 间接 |
| PyPI | filelock | 3.29.3 | 间接 |
| PyPI | flatbuffers | 25.12.19 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.4.0 | 间接 |
| PyPI | googleapis-common-protos | 1.75.0 | 间接 |
| PyPI | gql | 4.0.0 | 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 | grpcio | 1.81.1 | 间接 |
| PyPI | grpcio-health-checking | 1.81.1 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hf-xet | 1.5.1 | 间接 |
| PyPI | html5rdf | 1.2.1 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | huggingface-hub | 1.19.0 | 间接 |
| PyPI | humanfriendly | 10.0 | 间接 |
| PyPI | icebug-format | 1.0.0 | 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 | jaconv | 0.5.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jmespath | 1.1.0 | 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 | lance-namespace | 0.8.6 | 间接 |
| PyPI | lance-namespace-urllib3-client | 0.8.6 | 间接 |
| PyPI | leather | 0.4.1 | 间接 |
| PyPI | localstack-client | 2.11 | 间接 |
| PyPI | loguru | 0.7.3 | 间接 |
| PyPI | mako | 1.3.12 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | mashumaro | 3.14 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mmh3 | 5.2.1 | 间接 |
| PyPI | more-itertools | 10.8.0 | 间接 |
| PyPI | moto | 5.2.2 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msgpack | 1.2.1 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | networkx | 3.6.1 | 间接 |
| PyPI | nodejs-wheel-binaries | 24.16.0 | 间接 |
| PyPI | oauthlib | 3.3.1 | 间接 |
| PyPI | onnxruntime | 1.26.0 | 间接 |
| PyPI | openpyxl | 3.1.5 | 间接 |
| PyPI | opensearch-protobufs | 1.2.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.43.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.43.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.43.0 | 间接 |
| PyPI | opentelemetry-instrumentation | 0.64b0 | 间接 |
| PyPI | opentelemetry-instrumentation-asgi | 0.64b0 | 间接 |
| PyPI | opentelemetry-instrumentation-dbapi | 0.64b0 | 间接 |
| PyPI | opentelemetry-proto | 1.43.0 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.64b0 | 间接 |
| PyPI | opentelemetry-util-http | 0.64b0 | 间接 |
| PyPI | orderly-set | 5.5.0 | 间接 |
| PyPI | owlrl | 7.1.4 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | parsedatetime | 2.6 | 间接 |
| PyPI | pathlib-abc | 0.5.2 | 间接 |
| PyPI | pathspec | 0.12.1 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | prettytable | 3.17.0 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | protobuf | 6.33.6 | 间接 |
| PyPI | py-partiql-parser | 0.6.3 | 间接 |
| PyPI | py-rust-stemmers | 0.1.8 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyreadline3 | 3.5.6 | 间接 |
| PyPI | pytest | 9.0.3 | 间接 |
| PyPI | pytest-asyncio | 1.4.0 | 间接 |
| PyPI | pytest-cov | 7.1.0 | 间接 |
| PyPI | pytest-env | 1.6.0 | 间接 |
| PyPI | pytest-mock | 3.15.1 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-dotenv | 1.2.2 | 间接 |
| PyPI | python-slugify | 8.0.4 | 间接 |
| PyPI | pytimeparse | 1.1.8 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pywin32 | 312 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | 2026.5.9 | 间接 |
| PyPI | requests-oauthlib | 2.0.0 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | responses | 0.26.1 | 间接 |
| PyPI | rich | 15.0.0 | 间接 |
| PyPI | robosystems | 1.6.5 | 间接 |
| PyPI | robosystems-client | 0.5.1 | 间接 |
| PyPI | rpds-py | 2026.5.1 | 间接 |
| PyPI | ruff | 0.15.17 | 间接 |
| PyPI | s3transfer | 0.18.0 | 间接 |
| PyPI | scipy | 1.17.1 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | snowplow-tracker | 1.1.0 | 间接 |
| PyPI | soupsieve | 2.8.4 | 间接 |
| PyPI | sqlparse | 0.5.5 | 间接 |
| PyPI | structlog | 26.1.0 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tabulate | 0.10.0 | 间接 |
| PyPI | text-unidecode | 1.3 | 间接 |
| PyPI | tokenizers | 0.23.1 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | tomlkit | 0.15.0 | 间接 |
| PyPI | toposort | 1.10 | 间接 |
| PyPI | tqdm | 4.68.2 | 间接 |
| PyPI | truststore | 0.10.4 | 间接 |
| PyPI | typer | 0.25.1 | 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 | universal-pathlib | 0.3.10 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | watchfiles | 1.2.0 | 间接 |
| PyPI | wcwidth | 0.8.1 | 间接 |
| PyPI | websockets | 16.0 | 间接 |
| PyPI | werkzeug | 3.1.8 | 间接 |
| PyPI | win32-setctime | 1.2.0 | 间接 |
| PyPI | wrapt | 2.2.1 | 间接 |
| PyPI | xmltodict | 1.0.4 | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"aws",
"fastapi",
"knowledge-graph",
"mcp-server",
"xbrl",
"arelle",
"postgresql",
"financial",
"financial-data",
"financial-analysis",
"accounting",
"robosystems",
"duckdb",
"ladybugdb",
"context-graph",
"dagster",
"dbt",
"ai",
"mcp",
"opensearch"
],
"is_fork": false,
"size_kb": 51261,
"has_wiki": true,
"homepage": "https://robosystems.ai",
"languages": {
"CSS": 31049,
"Just": 22665,
"Mako": 1019,
"Shell": 249419,
"Python": 15719731,
"Dockerfile": 9599
},
"pushed_at": "2026-07-17T21:30:39Z",
"created_at": "2025-08-10T20:37:56Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T04:58:36Z",
"description": "RoboSystems is a financial intelligence platform that unifies structured data, document search, and AI memory to transform complex financial data into actionable intelligence. Fork-ready with full GitHub Actions CI/CD for deploying CloudFormation infrastructure to your AWS account.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://robosystems.ai",
"name": "RFS",
"type": "Organization",
"login": "RoboFinSystems",
"company": null,
"location": "United States of America",
"followers": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/213902224?v=4",
"created_at": "2025-05-29T03:16:13Z",
"is_verified": null,
"public_repos": 12,
"account_age_days": 414
},
"activity": {
"releases_count": 100,
"commits_last_year": 3278,
"latest_release_at": "2026-07-15T23:25:15Z",
"latest_release_tag": "v1.6.5",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 42,
"days_since_latest_release": 1,
"mean_days_between_releases": 1.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 87,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 6,
"stars": 19,
"watchers": 2,
"open_issues_and_prs": 3
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [
"justfile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 112339,
"source_files_sampled": 1632,
"oversized_source_files": 13,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 25763
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "fastapi",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.139.0,<1.0"
},
{
"name": "starlette",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.3.1,<2.0"
},
{
"name": "sse-starlette",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.3.0,<4.0"
},
{
"name": "strawberry-graphql",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.314.0,<1.0"
},
{
"name": "uvicorn",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.48.0,<1.0"
},
{
"name": "uvloop",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.21.0,<1.0"
},
{
"name": "boto3",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.42.0,<2.0"
},
{
"name": "duckdb",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==1.4.4"
},
{
"name": "lancedb",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.30.0,<0.31"
},
{
"name": "ladybug",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==0.18.1"
},
{
"name": "alembic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.18.0,<2.0"
},
{
"name": "psycopg2-binary",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.9.0,<3.0"
},
{
"name": "sqlalchemy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.0.0,<3.0"
},
{
"name": "redis",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=8.0.0,<9.0"
},
{
"name": "opensearch-py",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.0.0,<4.0"
},
{
"name": "dagster",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.13.1,<2.0"
},
{
"name": "dagster-webserver",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.13.3,<2.0"
},
{
"name": "dagster-postgres",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.29.0,<1.0"
},
{
"name": "dagster-aws",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.29.11,<1.0"
},
{
"name": "dbt-core",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.11.0,<2.0"
},
{
"name": "dbt-duckdb",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.10.0,<2.0"
},
{
"name": "arelle-release",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==2.39.5"
},
{
"name": "fastembed",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.8.0,<1.0"
},
{
"name": "icebug",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=12.0,<13.0"
},
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.4.0,<3.0"
},
{
"name": "pandas",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.3.0,<3.0"
},
{
"name": "pyarrow",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=24.0.0"
},
{
"name": "rdflib",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=7.0.0,<8.0"
},
{
"name": "intuit-oauth",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.2.0,<2.0"
},
{
"name": "python-quickbooks",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.9.0,<1.0"
},
{
"name": "stripe",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=11.1.0,<12.0"
},
{
"name": "opentelemetry-api",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.41.0,<2.0"
},
{
"name": "opentelemetry-exporter-otlp",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.41.0,<2.0"
},
{
"name": "opentelemetry-sdk",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.41.0,<2.0"
},
{
"name": "opentelemetry-instrumentation-aiohttp-client",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.64b0,<1.0"
},
{
"name": "opentelemetry-instrumentation-fastapi",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.55b0,<1.0"
},
{
"name": "opentelemetry-instrumentation-psycopg2",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.55b0,<1.0"
},
{
"name": "opentelemetry-instrumentation-requests",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.55b0,<1.0"
},
{
"name": "aiohttp",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.14.0"
},
{
"name": "bcrypt",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=5.0.0,<6.0"
},
{
"name": "beautifulsoup4",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.13.0,<5.0"
},
{
"name": "email-validator",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.2.0,<3.0"
},
{
"name": "holidays",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.76.0,<1.0"
},
{
"name": "httptools",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.6.0,<1.0"
},
{
"name": "httpx-sse",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.4.0"
},
{
"name": "httpx",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.28.0"
},
{
"name": "lxml",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=6.1.0,<7.0"
},
{
"name": "pillow",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=12.2.0"
},
{
"name": "psutil",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=7.2.1,<8.0"
},
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.11.0,<3.0"
},
{
"name": "pyjwt",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.10.0,<3.0"
},
{
"name": "python-multipart",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.0.27,<1.0"
},
{
"name": "python-ulid",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.0.0"
},
{
"name": "pyyaml",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=6.0.0,<7.0"
},
{
"name": "requests",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.34.2,<3.0"
},
{
"name": "retrying",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.4.0,<2.0"
},
{
"name": "uuid6",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2025.0.0"
},
{
"name": "pyshacl",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.26,<0.31"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "aiohttp",
"direct": true,
"version": "3.14.1",
"ecosystem": "pypi"
},
{
"name": "alembic",
"direct": true,
"version": "1.18.4",
"ecosystem": "pypi"
},
{
"name": "arelle-release",
"direct": true,
"version": "2.39.5",
"ecosystem": "pypi"
},
{
"name": "bcrypt",
"direct": true,
"version": "5.0.0",
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": true,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "boto3",
"direct": true,
"version": "1.43.29",
"ecosystem": "pypi"
},
{
"name": "dagster",
"direct": true,
"version": "1.13.11",
"ecosystem": "pypi"
},
{
"name": "dagster-aws",
"direct": true,
"version": "0.29.11",
"ecosystem": "pypi"
},
{
"name": "dagster-postgres",
"direct": true,
"version": "0.29.11",
"ecosystem": "pypi"
},
{
"name": "dagster-webserver",
"direct": true,
"version": "1.13.11",
"ecosystem": "pypi"
},
{
"name": "dbt-core",
"direct": true,
"version": "1.11.11",
"ecosystem": "pypi"
},
{
"name": "dbt-duckdb",
"direct": true,
"version": "1.10.1",
"ecosystem": "pypi"
},
{
"name": "duckdb",
"direct": true,
"version": "1.4.4",
"ecosystem": "pypi"
},
{
"name": "email-validator",
"direct": true,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": true,
"version": "0.139.0",
"ecosystem": "pypi"
},
{
"name": "fastembed",
"direct": true,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "holidays",
"direct": true,
"version": "0.98",
"ecosystem": "pypi"
},
{
"name": "httptools",
"direct": true,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": true,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "httpx-sse",
"direct": true,
"version": "0.4.3",
"ecosystem": "pypi"
},
{
"name": "icebug",
"direct": true,
"version": "12.9",
"ecosystem": "pypi"
},
{
"name": "intuit-oauth",
"direct": true,
"version": "1.2.6",
"ecosystem": "pypi"
},
{
"name": "ladybug",
"direct": true,
"version": "0.18.1",
"ecosystem": "pypi"
},
{
"name": "lancedb",
"direct": true,
"version": "0.30.2",
"ecosystem": "pypi"
},
{
"name": "lxml",
"direct": true,
"version": "6.1.1",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": true,
"version": "2.4.6",
"ecosystem": "pypi"
},
{
"name": "opensearch-py",
"direct": true,
"version": "3.2.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": true,
"version": "1.43.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp",
"direct": true,
"version": "1.43.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation-aiohttp-client",
"direct": true,
"version": "0.64b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation-fastapi",
"direct": true,
"version": "0.64b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation-psycopg2",
"direct": true,
"version": "0.64b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation-requests",
"direct": true,
"version": "0.64b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-sdk",
"direct": true,
"version": "1.43.0",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": true,
"version": "2.3.3",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": true,
"version": "12.2.0",
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": true,
"version": "7.2.2",
"ecosystem": "pypi"
},
{
"name": "psycopg2-binary",
"direct": true,
"version": "2.9.12",
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": true,
"version": "24.0.0",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": "2.13.4",
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": true,
"version": "2.13.0",
"ecosystem": "pypi"
},
{
"name": "pyshacl",
"direct": true,
"version": "0.30.1",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": true,
"version": "0.0.32",
"ecosystem": "pypi"
},
{
"name": "python-quickbooks",
"direct": true,
"version": "0.9.12",
"ecosystem": "pypi"
},
{
"name": "python-ulid",
"direct": true,
"version": "3.1.0",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": true,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "rdflib",
"direct": true,
"version": "7.6.0",
"ecosystem": "pypi"
},
{
"name": "redis",
"direct": true,
"version": "8.0.0",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": true,
"version": "2.34.2",
"ecosystem": "pypi"
},
{
"name": "retrying",
"direct": true,
"version": "1.4.2",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy",
"direct": true,
"version": "2.0.50",
"ecosystem": "pypi"
},
{
"name": "sse-starlette",
"direct": true,
"version": "3.4.4",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": true,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "strawberry-graphql",
"direct": true,
"version": "0.316.0",
"ecosystem": "pypi"
},
{
"name": "stripe",
"direct": true,
"version": "11.6.0",
"ecosystem": "pypi"
},
{
"name": "uuid6",
"direct": true,
"version": "2025.0.1",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": true,
"version": "0.49.0",
"ecosystem": "pypi"
},
{
"name": "uvloop",
"direct": true,
"version": "0.22.1",
"ecosystem": "pypi"
},
{
"name": "agate",
"direct": false,
"version": "1.9.1",
"ecosystem": "pypi"
},
{
"name": "aiohappyeyeballs",
"direct": false,
"version": "2.6.2",
"ecosystem": "pypi"
},
{
"name": "aiosignal",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "annotated-doc",
"direct": false,
"version": "0.0.4",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "antlr4-python3-runtime",
"direct": false,
"version": "4.13.2",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.13.0",
"ecosystem": "pypi"
},
{
"name": "asgiref",
"direct": false,
"version": "3.11.1",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "26.1.0",
"ecosystem": "pypi"
},
{
"name": "aws-sam-translator",
"direct": false,
"version": "1.110.0",
"ecosystem": "pypi"
},
{
"name": "awscli-local",
"direct": false,
"version": "0.22.2",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.18.0",
"ecosystem": "pypi"
},
{
"name": "backoff",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "basedpyright",
"direct": false,
"version": "1.39.7",
"ecosystem": "pypi"
},
{
"name": "botocore",
"direct": false,
"version": "1.43.29",
"ecosystem": "pypi"
},
{
"name": "bottle",
"direct": false,
"version": "0.13.4",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.5.20",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "cfn-lint",
"direct": false,
"version": "1.51.4",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.7",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.4.1",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "coloredlogs",
"direct": false,
"version": "14.0",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.14.1",
"ecosystem": "pypi"
},
{
"name": "cross-web",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "49.0.0",
"ecosystem": "pypi"
},
{
"name": "cython",
"direct": false,
"version": "3.2.5",
"ecosystem": "pypi"
},
{
"name": "daff",
"direct": false,
"version": "1.4.2",
"ecosystem": "pypi"
},
{
"name": "dagster-graphql",
"direct": false,
"version": "1.13.11",
"ecosystem": "pypi"
},
{
"name": "dagster-pipes",
"direct": false,
"version": "1.13.11",
"ecosystem": "pypi"
},
{
"name": "dagster-shared",
"direct": false,
"version": "1.13.11",
"ecosystem": "pypi"
},
{
"name": "dbt-adapters",
"direct": false,
"version": "1.24.2",
"ecosystem": "pypi"
},
{
"name": "dbt-common",
"direct": false,
"version": "1.38.0",
"ecosystem": "pypi"
},
{
"name": "dbt-extractor",
"direct": false,
"version": "0.6.0",
"ecosystem": "pypi"
},
{
"name": "dbt-protos",
"direct": false,
"version": "1.0.514",
"ecosystem": "pypi"
},
{
"name": "dbt-semantic-interfaces",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "deepdiff",
"direct": false,
"version": "8.6.2",
"ecosystem": "pypi"
},
{
"name": "deprecation",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "dnspython",
"direct": false,
"version": "2.8.0",
"ecosystem": "pypi"
},
{
"name": "docstring-parser",
"direct": false,
"version": "0.18.0",
"ecosystem": "pypi"
},
{
"name": "enum-compat",
"direct": false,
"version": "0.0.3",
"ecosystem": "pypi"
},
{
"name": "et-xmlfile",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "events",
"direct": false,
"version": "0.5",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.29.3",
"ecosystem": "pypi"
},
{
"name": "flatbuffers",
"direct": false,
"version": "25.12.19",
"ecosystem": "pypi"
},
{
"name": "frozenlist",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "fsspec",
"direct": false,
"version": "2026.4.0",
"ecosystem": "pypi"
},
{
"name": "googleapis-common-protos",
"direct": false,
"version": "1.75.0",
"ecosystem": "pypi"
},
{
"name": "gql",
"direct": false,
"version": "4.0.0",
"ecosystem": "pypi"
},
{
"name": "graphene",
"direct": false,
"version": "3.4.3",
"ecosystem": "pypi"
},
{
"name": "graphql-core",
"direct": false,
"version": "3.2.11",
"ecosystem": "pypi"
},
{
"name": "graphql-relay",
"direct": false,
"version": "3.2.0",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.5.1",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": false,
"version": "1.81.1",
"ecosystem": "pypi"
},
{
"name": "grpcio-health-checking",
"direct": false,
"version": "1.81.1",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "html5rdf",
"direct": false,
"version": "1.2.1",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "1.19.0",
"ecosystem": "pypi"
},
{
"name": "humanfriendly",
"direct": false,
"version": "10.0",
"ecosystem": "pypi"
},
{
"name": "icebug-format",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.18",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.9.0",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "isodate",
"direct": false,
"version": "0.7.2",
"ecosystem": "pypi"
},
{
"name": "jaconv",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "jmespath",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "jsonpatch",
"direct": false,
"version": "1.33",
"ecosystem": "pypi"
},
{
"name": "jsonpointer",
"direct": false,
"version": "3.1.1",
"ecosystem": "pypi"
},
{
"name": "jsonschema",
"direct": false,
"version": "4.26.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2025.9.1",
"ecosystem": "pypi"
},
{
"name": "lance-namespace",
"direct": false,
"version": "0.8.6",
"ecosystem": "pypi"
},
{
"name": "lance-namespace-urllib3-client",
"direct": false,
"version": "0.8.6",
"ecosystem": "pypi"
},
{
"name": "leather",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "localstack-client",
"direct": false,
"version": "2.11",
"ecosystem": "pypi"
},
{
"name": "loguru",
"direct": false,
"version": "0.7.3",
"ecosystem": "pypi"
},
{
"name": "mako",
"direct": false,
"version": "1.3.12",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "4.2.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "mashumaro",
"direct": false,
"version": "3.14",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mmh3",
"direct": false,
"version": "5.2.1",
"ecosystem": "pypi"
},
{
"name": "more-itertools",
"direct": false,
"version": "10.8.0",
"ecosystem": "pypi"
},
{
"name": "moto",
"direct": false,
"version": "5.2.2",
"ecosystem": "pypi"
},
{
"name": "mpmath",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "msgpack",
"direct": false,
"version": "1.2.1",
"ecosystem": "pypi"
},
{
"name": "multidict",
"direct": false,
"version": "6.7.1",
"ecosystem": "pypi"
},
{
"name": "networkx",
"direct": false,
"version": "3.6.1",
"ecosystem": "pypi"
},
{
"name": "nodejs-wheel-binaries",
"direct": false,
"version": "24.16.0",
"ecosystem": "pypi"
},
{
"name": "oauthlib",
"direct": false,
"version": "3.3.1",
"ecosystem": "pypi"
},
{
"name": "onnxruntime",
"direct": false,
"version": "1.26.0",
"ecosystem": "pypi"
},
{
"name": "openpyxl",
"direct": false,
"version": "3.1.5",
"ecosystem": "pypi"
},
{
"name": "opensearch-protobufs",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-common",
"direct": false,
"version": "1.43.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-grpc",
"direct": false,
"version": "1.43.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-http",
"direct": false,
"version": "1.43.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation",
"direct": false,
"version": "0.64b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation-asgi",
"direct": false,
"version": "0.64b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation-dbapi",
"direct": false,
"version": "0.64b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-proto",
"direct": false,
"version": "1.43.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-semantic-conventions",
"direct": false,
"version": "0.64b0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-util-http",
"direct": false,
"version": "0.64b0",
"ecosystem": "pypi"
},
{
"name": "orderly-set",
"direct": false,
"version": "5.5.0",
"ecosystem": "pypi"
},
{
"name": "owlrl",
"direct": false,
"version": "7.1.4",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "26.2",
"ecosystem": "pypi"
},
{
"name": "parsedatetime",
"direct": false,
"version": "2.6",
"ecosystem": "pypi"
},
{
"name": "pathlib-abc",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.10.0",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "prettytable",
"direct": false,
"version": "3.17.0",
"ecosystem": "pypi"
},
{
"name": "propcache",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "6.33.6",
"ecosystem": "pypi"
},
{
"name": "py-partiql-parser",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "py-rust-stemmers",
"direct": false,
"version": "0.1.8",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "3.0",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.46.4",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.20.0",
"ecosystem": "pypi"
},
{
"name": "pyparsing",
"direct": false,
"version": "3.3.2",
"ecosystem": "pypi"
},
{
"name": "pyreadline3",
"direct": false,
"version": "3.5.6",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "9.0.3",
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "7.1.0",
"ecosystem": "pypi"
},
{
"name": "pytest-env",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "pytest-mock",
"direct": false,
"version": "3.15.1",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "python-slugify",
"direct": false,
"version": "8.0.4",
"ecosystem": "pypi"
},
{
"name": "pytimeparse",
"direct": false,
"version": "1.1.8",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2026.2",
"ecosystem": "pypi"
},
{
"name": "pywin32",
"direct": false,
"version": "312",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.37.0",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2026.5.9",
"ecosystem": "pypi"
},
{
"name": "requests-oauthlib",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "requests-toolbelt",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "responses",
"direct": false,
"version": "0.26.1",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "15.0.0",
"ecosystem": "pypi"
},
{
"name": "robosystems",
"direct": false,
"version": "1.6.5",
"ecosystem": "pypi"
},
{
"name": "robosystems-client",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "2026.5.1",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.15.17",
"ecosystem": "pypi"
},
{
"name": "s3transfer",
"direct": false,
"version": "0.18.0",
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": "1.17.1",
"ecosystem": "pypi"
},
{
"name": "shellingham",
"direct": false,
"version": "1.5.4",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "snowplow-tracker",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "soupsieve",
"direct": false,
"version": "2.8.4",
"ecosystem": "pypi"
},
{
"name": "sqlparse",
"direct": false,
"version": "0.5.5",
"ecosystem": "pypi"
},
{
"name": "structlog",
"direct": false,
"version": "26.1.0",
"ecosystem": "pypi"
},
{
"name": "sympy",
"direct": false,
"version": "1.14.0",
"ecosystem": "pypi"
},
{
"name": "tabulate",
"direct": false,
"version": "0.10.0",
"ecosystem": "pypi"
},
{
"name": "text-unidecode",
"direct": false,
"version": "1.3",
"ecosystem": "pypi"
},
{
"name": "tokenizers",
"direct": false,
"version": "0.23.1",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.4.1",
"ecosystem": "pypi"
},
{
"name": "tomlkit",
"direct": false,
"version": "0.15.0",
"ecosystem": "pypi"
},
{
"name": "toposort",
"direct": false,
"version": "1.10",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.68.2",
"ecosystem": "pypi"
},
{
"name": "truststore",
"direct": false,
"version": "0.10.4",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.25.1",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2026.2",
"ecosystem": "pypi"
},
{
"name": "universal-pathlib",
"direct": false,
"version": "0.3.10",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "watchdog",
"direct": false,
"version": "6.0.0",
"ecosystem": "pypi"
},
{
"name": "watchfiles",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "wcwidth",
"direct": false,
"version": "0.8.1",
"ecosystem": "pypi"
},
{
"name": "websockets",
"direct": false,
"version": "16.0",
"ecosystem": "pypi"
},
{
"name": "werkzeug",
"direct": false,
"version": "3.1.8",
"ecosystem": "pypi"
},
{
"name": "win32-setctime",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "wrapt",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "xmltodict",
"direct": false,
"version": "1.0.4",
"ecosystem": "pypi"
},
{
"name": "yarl",
"direct": false,
"version": "1.24.2",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 234,
"direct_count": 58,
"indirect_count": 176
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 827,
"open_issues": 3,
"closed_ratio": 0.812,
"closed_issues": 13,
"closed_unmerged_prs": 29
},
"bus_factor": 1,
"top_contributors": [
{
"type": "User",
"login": "jfrench9",
"commits": 3014,
"avatar_url": "https://avatars.githubusercontent.com/u/2874579?u=72aa47f7b2e4da66645e5b578ba0bc867132082f&v=4"
},
{
"type": "Bot",
"login": "github-actions[bot]",
"commits": 221,
"avatar_url": "https://avatars.githubusercontent.com/in/15368?v=4"
},
{
"type": "Bot",
"login": "dependabot[bot]",
"commits": 43,
"avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
}
],
"contributors_sampled": 3,
"top_contributor_share": 0.919
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"build.yml",
"claude.yml",
"create-release.yml",
"deploy-api.yml",
"deploy-bastion.yml",
"deploy-dagster.yml",
"deploy-grafana.yml",
"deploy-graph-infra.yml",
"deploy-graph-ladybug.yml",
"deploy-graph-replicas.yml",
"deploy-graph-volumes.yml",
"deploy-graph.yml",
"deploy-opensearch.yml",
"deploy-postgres.yml",
"deploy-prometheus.yml",
"deploy-s3.yml",
"deploy-valkey.yml",
"deploy-vpc.yml",
"graph-asg-refresh.yml",
"graph-maintenance.yml",
"prod.yml",
"secrets-rotation.yml",
"service-refresh.yml",
"staging.yml",
"tag-release.yml",
"test-ci.yml",
"test.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": true,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"uv.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 3,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/15 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 1,
"reason": "dependency not pinned by hash detected -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 10,
"reason": "SAST tool is run on all commits",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 2,
"reason": "8 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "605ae0ecb6ef1912fb1c69dbada8496f647c1edf",
"ran_at": "2026-07-17T23:10:50Z",
"aggregate_score": 5.8,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": true
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/robofinsystems/robosystems",
"host": "github.com",
"name": "robosystems",
"owner": "robofinsystems"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"security": 58,
"vitality": 96,
"community": 50,
"governance": 46,
"engineering": 74
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 96,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 93,
"inputs": {
"commits_last_year": 3278,
"human_commit_share": null,
"days_since_last_push": 0,
"active_weeks_last_year": 42
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "42/52 weeks with commits",
"points": 29.1,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 42
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "3278 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 3278
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 100,
"latest_release_tag": "v1.6.5",
"releases_from_tags": false,
"days_since_latest_release": 1,
"mean_days_between_releases": 1.2
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "100 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 100
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 1 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 1
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~1.2 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 1.2
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"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": 50,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 26,
"inputs": {
"forks": 6,
"stars": 19,
"watchers": 2,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "19 stars",
"points": 20.4,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 19
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "6 forks",
"points": 5.8,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 6
}
}
],
"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 (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"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
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "at_risk",
"name": "Sustainability & Governance",
"value": 46,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 21,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 3,
"top_contributor_share": 0.919
},
"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 92% of commits",
"points": 1.8,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 92
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"merged_prs": 827,
"open_issues": 3,
"closed_issues": 13,
"issue_closed_ratio": 0.812,
"closed_unmerged_prs": 29
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "81% of issues closed",
"points": 38,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 81
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "827/856 decided PRs merged",
"points": 37,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 827,
"decided": 856
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/15 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 46,
"inputs": {
"followers": 5,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "RoboFinSystems",
"public_repos": 12,
"account_age_days": 414
},
"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": "5 followers of RoboFinSystems",
"points": 5.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 5,
"login": "RoboFinSystems"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "12 public repos, account ~1 yr old",
"points": 10.4,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 12
}
},
{
"code": "account_age_years",
"params": {
"years": 1
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 74,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": true,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "27 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 27
}
}
],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 6.4,
"status": "met",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
"aws",
"fastapi",
"knowledge-graph",
"mcp-server",
"xbrl",
"arelle",
"postgresql",
"financial",
"financial-data",
"financial-analysis",
"accounting",
"robosystems",
"duckdb",
"ladybugdb",
"context-graph",
"dagster",
"dbt",
"ai",
"mcp",
"opensearch"
],
"has_wiki": true,
"homepage": "https://robosystems.ai",
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://robosystems.ai",
"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": "20 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 20
}
}
],
"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": 58,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"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": 58,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.8
},
"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": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "12 out of 12 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": "Found 0/15 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"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": "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 7 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 1",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"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": "8 existing vulnerabilities detected",
"points": 1.5,
"status": "partial",
"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": 2
},
"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": 65,
"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": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 25763
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.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": "moderate",
"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": 62,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"justfile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "justfile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "justfile"
}
}
],
"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": 0,
"status": "missed",
"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": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 112339,
"source_files_sampled": 1632,
"oversized_source_files": 13
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"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": "13/1632 source files over 60KB",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 1632,
"oversized": 13
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"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",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch pypi package 'robosystems' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-17T23:11:06.936419Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/robofinsystems/robosystems.svg",
"full_name": "robofinsystems/robosystems",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}