公开记录良好
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 08:49 UTC
PrimeIntellect-ai / prime
Official CLI and Python SDK for Prime Intellect - access GPU compute, remote sandboxes, RL environments, and distributed training infrastructure for AI development at scale.
PrimeIntellect-ai/prime 的健康指数为 100 分中的 72 分，处于「良好」区间。 其得分最高的类别是Vitality（95/100），最低的是AI Readiness（46/100）。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。
72
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
72
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
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？
95
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 |
| 34.6/36 | 提交节奏 — 52 周中有 50 周有提交 |
| 18/18 | 提交量 — 最近一年 579 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 | 579 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 50 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 100 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 6.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 100 |
| latest_release_tag | v0.6.18 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 6.4 |
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？
53
流行度与采用
56中等
评分方式
| 38.1/60 | 星标 — 223 个星标 |
| 14/25 | 复刻 — 49 个复刻 |
| 3.9/15 | 关注者 — 6 位关注者 |
所用输入
| forks | 49 |
| stars | 223 |
| watchers | 6 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
71
维护者韧性（巴士系数）
62中等
评分方式
| 25.2/54 | 巴士系数 — 2 位贡献者贡献了半数提交 |
| 13.2/22.5 | 提交分布 — 头号贡献者编写了 41% 的提交 |
| 13.5/13.5 | 贡献者广度 — 31 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 5 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 31 |
| top_contributor_share | 0.413 |
议题与 PR 响应能力
83良好
评分方式
| 38.7/46.8 | 议题解决 — 83% 的议题已关闭 |
| 31/38.3 | PR 接受 — 已裁定的 PR 中 590/729 已合并 |
| 13.5/15 | OpenSSF Scorecard：Code-Review — Found 27/30 approved changesets -- score normalized to 9 |
所用输入
| merged_prs | 590 |
| open_issues | 5 |
| closed_issues | 24 |
| issue_closed_ratio | 0.828 |
| closed_unmerged_prs | 139 |
所有权与托管责任
70良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 21.3/25 | 所有者影响力 — PrimeIntellect-ai 有 920 位关注者 |
| 18.5/25 | 既往记录 — 59 个公开仓库，账户约 2 年 |
所用输入
| followers | 920 |
| owner_type | Organization |
| is_verified | — |
| owner_login | PrimeIntellect-ai |
| public_repos | 59 |
| account_age_days | 1,005 |
工程质量
基础的工程与文档实践是否到位？
76
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 6 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
50中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 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？
57
安全态势
57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 |
| 6.8/7.5 | Code-Review — Found 27/30 approved changesets -- score normalized to 9 |
| 2.5/2.5 | Contributors — project has 5 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 1/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
| 5/5 | SAST — SAST tool is run on all commits |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 6/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 75 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.7 |
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。
46
AI 代理上下文与指引
1危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — packages/prime-evals/src/prime_evals/py.typed, packages/prime-sandboxes/src/prime_sandboxes/py.typed, packages/prime-tunnel/src/prime_tunnel/py.typed, packages/prime/src/prime_cli/py.typed |
| 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 |
| 2/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | packages/prime-evals/src/prime_evals/py.typed, packages/prime-sandboxes/src/prime_sandboxes/py.typed, packages/prime-tunnel/src/prime_tunnel/py.typed, packages/prime/src/prime_cli/py.typed |
| 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
80良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（packages/prime-evals/src/prime_evals/py.typed, packages/prime-sandboxes/src/prime_sandboxes/py.typed, packages/prime-tunnel/src/prime_tunnel/py.typed, packages/prime/src/prime_cli/py.typed） |
| 52.5/55 | 可控的文件大小 — 采样的 219 个源文件中有 10 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 275,849 |
| source_files_sampled | 219 |
| oversized_source_files | 10 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
223GitHub 星标
31贡献者
579最近 12 个月提交数
0距最近推送天数
100发布版本数
2巴士系数（bus factor）
5开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 5.7 / 10
5.7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 |
| 9 | Code-Review | Found 27/30 approved changesets -- score normalized to 9 |
| 10 | Contributors | project has 5 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 2 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 2 |
| 10 | SAST | SAST tool is run on all commits |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 8 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 75 existing vulnerabilities detected |
全部依赖 193
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 193 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 | aiofiles | — | 间接 |
| PyPI | aiofiles | 25.1.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohttp | 3.12.15 | 间接 |
| PyPI | aiohttp | 3.13.0 | 间接 |
| PyPI | aiolimiter | 1.2.1 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anthropic | 0.95.0 | 间接 |
| PyPI | antlr4-python3-runtime | 4.13.2 | 间接 |
| PyPI | anyio | 4.11.0 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 25.3.0 | 间接 |
| PyPI | attrs | 25.4.0 | 间接 |
| PyPI | build | — | 间接 |
| PyPI | build | 1.3.0 | 间接 |
| PyPI | certifi | 2025.10.5 | 间接 |
| PyPI | certifi | 2025.8.3 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.4.0 | 间接 |
| PyPI | charset-normalizer | 3.4.3 | 间接 |
| PyPI | click | 8.2.1 | 间接 |
| PyPI | click | 8.3.0 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | connect-python | — | 间接 |
| PyPI | connect-python | 0.8.1 | 间接 |
| PyPI | cryptography | — | 间接 |
| PyPI | cryptography | 46.0.1 | 间接 |
| PyPI | cryptography | 46.0.2 | 间接 |
| PyPI | datasets | 4.1.1 | 间接 |
| PyPI | datasets | 4.2.0 | 间接 |
| PyPI | dill | 0.4.0 | 间接 |
| PyPI | distlib | 0.4.0 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | docstring-parser | 0.17.0 | 间接 |
| PyPI | exceptiongroup | 1.3.0 | 间接 |
| PyPI | execnet | 2.1.1 | 间接 |
| PyPI | filelock | 3.19.1 | 间接 |
| PyPI | filelock | 3.20.0 | 间接 |
| PyPI | frozenlist | 1.7.0 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2025.9.0 | 间接 |
| PyPI | gepa | 0.0.27 | 间接 |
| PyPI | gitignore-parser | — | 间接 |
| PyPI | gitignore-parser | 0.1.13 | 间接 |
| PyPI | griffe | 1.14.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hatchling | — | 间接 |
| PyPI | hf-xet | 1.1.10 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | — | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx-sse | 0.4.1 | 间接 |
| PyPI | httpx-sse | 0.4.3 | 间接 |
| PyPI | huggingface-hub | 0.35.3 | 间接 |
| PyPI | identify | 2.6.14 | 间接 |
| PyPI | identify | 2.6.15 | 间接 |
| PyPI | idna | 3.10 | 间接 |
| PyPI | importlib-metadata | 8.7.0 | 间接 |
| PyPI | iniconfig | 2.1.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.11.0 | 间接 |
| PyPI | jsonschema | 4.25.1 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | latex2sympy2-extended | 1.10.2 | 间接 |
| PyPI | linkify-it-py | 2.0.3 | 间接 |
| PyPI | loguru | 0.7.3 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | math-verify | 0.8.0 | 间接 |
| PyPI | mcp | 1.15.0 | 间接 |
| PyPI | mcp | 1.22.0 | 间接 |
| PyPI | mdit-py-plugins | 0.5.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msgpack | 1.1.2 | 间接 |
| PyPI | multidict | 6.6.4 | 间接 |
| PyPI | multidict | 6.7.0 | 间接 |
| PyPI | multiprocess | 0.70.16 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | nodeenv | 1.9.1 | 间接 |
| PyPI | numpy | 2.2.6 | 间接 |
| PyPI | numpy | 2.3.3 | 间接 |
| PyPI | openai | 1.109.1 | 间接 |
| PyPI | openai-agents | 0.3.2 | 间接 |
| PyPI | openai-agents | 0.3.3 | 间接 |
| PyPI | openai-harmony | 0.0.8 | 间接 |
| PyPI | opentelemetry-api | 1.39.1 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | platformdirs | 4.4.0 | 间接 |
| PyPI | platformdirs | 4.5.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pre-commit | 4.3.0 | 间接 |
| PyPI | prime | 0.4.0 | 间接 |
| PyPI | prime-evals | — | 间接 |
| PyPI | prime-pydantic-config | 0.3.0.dev86 | 间接 |
| PyPI | prime-sandboxes | — | 间接 |
| PyPI | prime-sandboxes | 0.1.0 | 间接 |
| PyPI | prime-tunnel | — | 间接 |
| PyPI | propcache | 0.3.2 | 间接 |
| PyPI | propcache | 0.4.1 | 间接 |
| PyPI | protobuf | — | 间接 |
| PyPI | protobuf | 6.33.5 | 间接 |
| PyPI | pyarrow | 21.0.0 | 间接 |
| PyPI | pyarrow | 24.0.0 | 间接 |
| PyPI | pycparser | 2.23 | 间接 |
| PyPI | pydantic | — | 间接 |
| PyPI | pydantic | 2.11.9 | 间接 |
| PyPI | pydantic | 2.12.0 | 间接 |
| PyPI | pydantic-core | 2.33.2 | 间接 |
| PyPI | pydantic-core | 2.41.1 | 间接 |
| PyPI | pydantic-settings | 2.11.0 | 间接 |
| PyPI | pygments | 2.19.2 | 间接 |
| PyPI | pyjwt | 2.10.1 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pyqwest | 0.4.0 | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest | 8.4.2 | 间接 |
| PyPI | pytest-asyncio | — | 间接 |
| PyPI | pytest-asyncio | 1.3.0 | 间接 |
| PyPI | pytest-xdist | — | 间接 |
| PyPI | pytest-xdist | 3.8.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-dotenv | 1.1.1 | 间接 |
| PyPI | python-multipart | 0.0.20 | 间接 |
| PyPI | pytz | 2025.2 | 间接 |
| PyPI | pywin32 | 311 | 间接 |
| PyPI | pyyaml | — | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | referencing | 0.36.2 | 间接 |
| PyPI | regex | 2026.3.32 | 间接 |
| PyPI | renderers | 0.1.8.dev57 | 间接 |
| PyPI | requests | 2.32.5 | 间接 |
| PyPI | rich | — | 间接 |
| PyPI | rich | 14.1.0 | 间接 |
| PyPI | rich | 14.2.0 | 间接 |
| PyPI | rpds-py | 0.27.1 | 间接 |
| PyPI | ruff | — | 间接 |
| PyPI | ruff | 0.13.2 | 间接 |
| PyPI | ruff | 0.14.0 | 间接 |
| PyPI | safetensors | 0.8.0 | 间接 |
| PyPI | setproctitle | 1.3.7 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | sse-starlette | 3.0.2 | 间接 |
| PyPI | starlette | 0.48.0 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tenacity | — | 间接 |
| PyPI | tenacity | 9.1.2 | 间接 |
| PyPI | textual | — | 间接 |
| PyPI | textual | 6.1.0 | 间接 |
| PyPI | textual | 6.2.1 | 间接 |
| PyPI | textual-hires-canvas | 0.14.0 | 间接 |
| PyPI | textual-plot | — | 间接 |
| PyPI | textual-plot | 0.10.1 | 间接 |
| PyPI | tiktoken | 0.13.0 | 间接 |
| PyPI | tokenizers | 0.22.2 | 间接 |
| PyPI | toml | — | 间接 |
| PyPI | toml | 0.10.2 | 间接 |
| PyPI | tomli | — | 间接 |
| PyPI | tomli | 2.2.1 | 间接 |
| PyPI | tomli | 2.3.0 | 间接 |
| PyPI | tomli-w | 1.2.0 | 间接 |
| PyPI | tqdm | 4.67.1 | 间接 |
| PyPI | transformers | 4.57.6 | 间接 |
| PyPI | ty | 0.0.1a21 | 间接 |
| PyPI | ty | 0.0.1a22 | 间接 |
| PyPI | typer | — | 间接 |
| PyPI | typer | 0.19.2 | 间接 |
| PyPI | types-requests | 2.32.4.20250913 | 间接 |
| PyPI | types-toml | 0.10.8.20240310 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspection | 0.4.1 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2025.2 | 间接 |
| PyPI | uc-micro-py | 1.0.3 | 间接 |
| PyPI | urllib3 | 2.5.0 | 间接 |
| PyPI | uvicorn | 0.37.0 | 间接 |
| PyPI | uvloop | 0.22.1 | 间接 |
| PyPI | verifiers | — | 间接 |
| PyPI | verifiers | 0.1.5 | 间接 |
| PyPI | verifiers | 0.2.0 | 间接 |
| PyPI | virtualenv | 20.34.0 | 间接 |
| PyPI | virtualenv | 20.35.3 | 间接 |
| PyPI | win32-setctime | 1.2.0 | 间接 |
| PyPI | xxhash | 3.5.0 | 间接 |
| PyPI | xxhash | 3.6.0 | 间接 |
| PyPI | yarl | 1.20.1 | 间接 |
| PyPI | yarl | 1.22.0 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 11159,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 3155284,
"Dockerfile": 769
},
"pushed_at": "2026-07-17T03:43:47Z",
"created_at": "2024-12-29T17:23:04Z",
"owner_type": "Organization",
"updated_at": "2026-07-16T15:53:25Z",
"description": "Official CLI and Python SDK for Prime Intellect - access GPU compute, remote sandboxes, RL environments, and distributed training infrastructure for AI development at scale.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://primeintellect.ai/",
"name": "Prime Intellect",
"type": "Organization",
"login": "PrimeIntellect-ai",
"company": null,
"followers": 920,
"avatar_url": "https://avatars.githubusercontent.com/u/148051844?v=4",
"created_at": "2023-10-16T08:43:43Z",
"is_verified": null,
"public_repos": 59,
"account_age_days": 1005
},
"activity": {
"releases_count": 100,
"commits_last_year": 579,
"latest_release_at": "2026-07-16T15:52:16Z",
"latest_release_tag": "v0.6.18",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 50,
"days_since_latest_release": 0,
"mean_days_between_releases": 6.4
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 37,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 49,
"stars": 223,
"watchers": 6,
"open_issues_and_prs": 42
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"packages/prime-evals/src/prime_evals/py.typed",
"packages/prime-sandboxes/src/prime_sandboxes/py.typed",
"packages/prime-tunnel/src/prime_tunnel/py.typed",
"packages/prime/src/prime_cli/py.typed"
],
"largest_source_bytes": 275849,
"source_files_sampled": 219,
"oversized_source_files": 10,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"ecosystems": [
"pypi"
],
"dependencies": [],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "aiofiles",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "aiofiles",
"direct": false,
"version": "25.1.0",
"ecosystem": "pypi"
},
{
"name": "aiohappyeyeballs",
"direct": false,
"version": "2.6.1",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": false,
"version": "3.12.15",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": false,
"version": "3.13.0",
"ecosystem": "pypi"
},
{
"name": "aiolimiter",
"direct": false,
"version": "1.2.1",
"ecosystem": "pypi"
},
{
"name": "aiosignal",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "anthropic",
"direct": false,
"version": "0.95.0",
"ecosystem": "pypi"
},
{
"name": "antlr4-python3-runtime",
"direct": false,
"version": "4.13.2",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.11.0",
"ecosystem": "pypi"
},
{
"name": "async-timeout",
"direct": false,
"version": "5.0.1",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "25.3.0",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "25.4.0",
"ecosystem": "pypi"
},
{
"name": "build",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "build",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2025.10.5",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2025.8.3",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.3",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.2.1",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.3.0",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "connect-python",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "connect-python",
"direct": false,
"version": "0.8.1",
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "46.0.1",
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "46.0.2",
"ecosystem": "pypi"
},
{
"name": "datasets",
"direct": false,
"version": "4.1.1",
"ecosystem": "pypi"
},
{
"name": "datasets",
"direct": false,
"version": "4.2.0",
"ecosystem": "pypi"
},
{
"name": "dill",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "distro",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "docstring-parser",
"direct": false,
"version": "0.17.0",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "execnet",
"direct": false,
"version": "2.1.1",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.19.1",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.20.0",
"ecosystem": "pypi"
},
{
"name": "frozenlist",
"direct": false,
"version": "1.7.0",
"ecosystem": "pypi"
},
{
"name": "frozenlist",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "fsspec",
"direct": false,
"version": "2025.9.0",
"ecosystem": "pypi"
},
{
"name": "gepa",
"direct": false,
"version": "0.0.27",
"ecosystem": "pypi"
},
{
"name": "gitignore-parser",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "gitignore-parser",
"direct": false,
"version": "0.1.13",
"ecosystem": "pypi"
},
{
"name": "griffe",
"direct": false,
"version": "1.14.0",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "hatchling",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.1.10",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "httpx-sse",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "httpx-sse",
"direct": false,
"version": "0.4.3",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "0.35.3",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.14",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.15",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.10",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.7.0",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.11.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema",
"direct": false,
"version": "4.25.1",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2025.9.1",
"ecosystem": "pypi"
},
{
"name": "latex2sympy2-extended",
"direct": false,
"version": "1.10.2",
"ecosystem": "pypi"
},
{
"name": "linkify-it-py",
"direct": false,
"version": "2.0.3",
"ecosystem": "pypi"
},
{
"name": "loguru",
"direct": false,
"version": "0.7.3",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "4.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "math-verify",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "mcp",
"direct": false,
"version": "1.15.0",
"ecosystem": "pypi"
},
{
"name": "mcp",
"direct": false,
"version": "1.22.0",
"ecosystem": "pypi"
},
{
"name": "mdit-py-plugins",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mpmath",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "msgpack",
"direct": false,
"version": "1.1.2",
"ecosystem": "pypi"
},
{
"name": "multidict",
"direct": false,
"version": "6.6.4",
"ecosystem": "pypi"
},
{
"name": "multidict",
"direct": false,
"version": "6.7.0",
"ecosystem": "pypi"
},
{
"name": "multiprocess",
"direct": false,
"version": "0.70.16",
"ecosystem": "pypi"
},
{
"name": "nest-asyncio",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.9.1",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.2.6",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.3.3",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "1.109.1",
"ecosystem": "pypi"
},
{
"name": "openai-agents",
"direct": false,
"version": "0.3.2",
"ecosystem": "pypi"
},
{
"name": "openai-agents",
"direct": false,
"version": "0.3.3",
"ecosystem": "pypi"
},
{
"name": "openai-harmony",
"direct": false,
"version": "0.0.8",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": "2.3.3",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.4.0",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.5.0",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "4.3.0",
"ecosystem": "pypi"
},
{
"name": "prime",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "prime-evals",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "prime-pydantic-config",
"direct": false,
"version": "0.3.0.dev86",
"ecosystem": "pypi"
},
{
"name": "prime-sandboxes",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "prime-sandboxes",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "prime-tunnel",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "propcache",
"direct": false,
"version": "0.3.2",
"ecosystem": "pypi"
},
{
"name": "propcache",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "6.33.5",
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": false,
"version": "21.0.0",
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": false,
"version": "24.0.0",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "2.23",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.11.9",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.12.0",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.33.2",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.41.1",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.11.0",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.19.2",
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": false,
"version": "2.10.1",
"ecosystem": "pypi"
},
{
"name": "pyproject-hooks",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "pyqwest",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "8.4.2",
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "pytest-xdist",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-xdist",
"direct": false,
"version": "3.8.0",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": false,
"version": "0.0.20",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "pywin32",
"direct": false,
"version": "311",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "pyzmq",
"direct": false,
"version": "27.1.0",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.36.2",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2026.3.32",
"ecosystem": "pypi"
},
{
"name": "renderers",
"direct": false,
"version": "0.1.8.dev57",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.32.5",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "14.1.0",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "14.2.0",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "0.27.1",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.13.2",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "safetensors",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "setproctitle",
"direct": false,
"version": "1.3.7",
"ecosystem": "pypi"
},
{
"name": "shellingham",
"direct": false,
"version": "1.5.4",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "sniffio",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "sse-starlette",
"direct": false,
"version": "3.0.2",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "0.48.0",
"ecosystem": "pypi"
},
{
"name": "sympy",
"direct": false,
"version": "1.14.0",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": "9.1.2",
"ecosystem": "pypi"
},
{
"name": "textual",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "textual",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "textual",
"direct": false,
"version": "6.2.1",
"ecosystem": "pypi"
},
{
"name": "textual-hires-canvas",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "textual-plot",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "textual-plot",
"direct": false,
"version": "0.10.1",
"ecosystem": "pypi"
},
{
"name": "tiktoken",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "tokenizers",
"direct": false,
"version": "0.22.2",
"ecosystem": "pypi"
},
{
"name": "toml",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "toml",
"direct": false,
"version": "0.10.2",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "tomli-w",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.1",
"ecosystem": "pypi"
},
{
"name": "transformers",
"direct": false,
"version": "4.57.6",
"ecosystem": "pypi"
},
{
"name": "ty",
"direct": false,
"version": "0.0.1a21",
"ecosystem": "pypi"
},
{
"name": "ty",
"direct": false,
"version": "0.0.1a22",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.19.2",
"ecosystem": "pypi"
},
{
"name": "types-requests",
"direct": false,
"version": "2.32.4.20250913",
"ecosystem": "pypi"
},
{
"name": "types-toml",
"direct": false,
"version": "0.10.8.20240310",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "uc-micro-py",
"direct": false,
"version": "1.0.3",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.5.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.37.0",
"ecosystem": "pypi"
},
{
"name": "uvloop",
"direct": false,
"version": "0.22.1",
"ecosystem": "pypi"
},
{
"name": "verifiers",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "verifiers",
"direct": false,
"version": "0.1.5",
"ecosystem": "pypi"
},
{
"name": "verifiers",
"direct": false,
"version": "0.2.0",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.34.0",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.35.3",
"ecosystem": "pypi"
},
{
"name": "win32-setctime",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "xxhash",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "xxhash",
"direct": false,
"version": "3.6.0",
"ecosystem": "pypi"
},
{
"name": "yarl",
"direct": false,
"version": "1.20.1",
"ecosystem": "pypi"
},
{
"name": "yarl",
"direct": false,
"version": "1.22.0",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "3.23.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 193,
"direct_count": 0,
"indirect_count": 193
}
},
"maintainership": {
"issues": {
"open_prs": 37,
"merged_prs": 590,
"open_issues": 5,
"closed_ratio": 0.828,
"closed_issues": 24,
"closed_unmerged_prs": 139
},
"bus_factor": 2,
"top_contributors": [
{
"type": "User",
"login": "JannikSt",
"commits": 255,
"avatar_url": "https://avatars.githubusercontent.com/u/28526535?u=29358541cadf6549eae7bb33fe318ee716fe877f&v=4"
},
{
"type": "User",
"login": "d42me",
"commits": 104,
"avatar_url": "https://avatars.githubusercontent.com/u/39653465?u=eef01ff5204cdeeedc625f2ebe1918f7f90d1b28&v=4"
},
{
"type": "User",
"login": "kcoopermiller",
"commits": 85,
"avatar_url": "https://avatars.githubusercontent.com/u/44559144?u=014106f1f7be3384d870ad80e24507759909836a&v=4"
},
{
"type": "User",
"login": "willccbb",
"commits": 49,
"avatar_url": "https://avatars.githubusercontent.com/u/9730447?u=13996331c4364072a6d86dc47da95fd42cbd7b6a&v=4"
},
{
"type": "User",
"login": "rasdani",
"commits": 25,
"avatar_url": "https://avatars.githubusercontent.com/u/73563550?u=eb599825f47a478c5030884955267d054dc1a8fd&v=4"
},
{
"type": "User",
"login": "manveerxyz",
"commits": 18,
"avatar_url": "https://avatars.githubusercontent.com/u/16143968?u=383a804e84f33d65ffe8e2892de9cfdeff2da462&v=4"
},
{
"type": "User",
"login": "eexwhyzee",
"commits": 14,
"avatar_url": "https://avatars.githubusercontent.com/u/13672394?u=df073c8fe46ca92381e803e16e826392b42cf5ec&v=4"
},
{
"type": "User",
"login": "DamianB-BitFlipper",
"commits": 13,
"avatar_url": "https://avatars.githubusercontent.com/u/4206989?u=bbeeb146662ded256a228e6aefd3d9d722b04c5b&v=4"
},
{
"type": "User",
"login": "AmeenP",
"commits": 10,
"avatar_url": "https://avatars.githubusercontent.com/u/1284292?v=4"
},
{
"type": "User",
"login": "pokgak",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/20373062?u=955a4fdb4093c36cacfca6a10846c629841eb8a5&v=4"
}
],
"contributors_sampled": 31,
"top_contributor_share": 0.413
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml",
"release-e2e.yml",
"release-evals.yml",
"release-prime.yml",
"release-sandboxes.yml",
"release-tunnel.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"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": 5,
"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": "30 out of 30 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": 9,
"reason": "Found 27/30 approved changesets -- score normalized to 9",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 5 contributing companies or organizations",
"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": 0,
"reason": "no 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 0 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": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 2,
"reason": "dependency not pinned by hash detected -- score normalized to 2",
"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": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": 0,
"reason": "Project has not signed or included provenance with any releases.",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 8,
"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": 0,
"reason": "75 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "33a0f7ef919a85abe4caa3e150e3e67694363203",
"ran_at": "2026-07-17T08:48:34Z",
"aggregate_score": 5.7,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/PrimeIntellect-ai/prime",
"host": "github.com",
"name": "prime",
"owner": "PrimeIntellect-ai"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"security": 57,
"vitality": 95,
"community": 53,
"governance": 71,
"engineering": 76
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 95,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"commits_last_year": 579,
"human_commit_share": null,
"days_since_last_push": 0,
"active_weeks_last_year": 50
},
"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": "50/52 weeks with commits",
"points": 34.6,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 50
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "579 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 579
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 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": null,
"notes": [],
"value": 90,
"inputs": {
"releases_count": 100,
"latest_release_tag": "v0.6.18",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 6.4
},
"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 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~6.4 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 6.4
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"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": 53,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 56,
"inputs": {
"forks": 49,
"stars": 223,
"watchers": 6,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "223 stars",
"points": 38.1,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 223
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "49 forks",
"points": 14,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 49
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "6 watchers",
"points": 3.9,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 6
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"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": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 71,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 31,
"top_contributor_share": 0.413
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 41% of commits",
"points": 13.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 41
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "31 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 31
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 83,
"inputs": {
"merged_prs": 590,
"open_issues": 5,
"closed_issues": 24,
"issue_closed_ratio": 0.828,
"closed_unmerged_prs": 139
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "83% of issues closed",
"points": 38.7,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 83
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "590/729 decided PRs merged",
"points": 31,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 590,
"decided": 729
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 27/30 approved changesets -- score normalized to 9",
"points": 13.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"followers": 920,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "PrimeIntellect-ai",
"public_repos": 59,
"account_age_days": 1005
},
"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": "920 followers of PrimeIntellect-ai",
"points": 21.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 920,
"login": "PrimeIntellect-ai"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "59 public repos, account ~2 yr old",
"points": 18.5,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 59
}
},
{
"code": "account_age_years",
"params": {
"years": 2
}
}
],
"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": 76,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "6 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 6
}
}
],
"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": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"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": null,
"points": 0,
"status": "missed",
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": 57,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 5.7
},
"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": "Found 27/30 approved changesets -- score normalized to 9",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 5 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": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 2",
"points": 1,
"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 not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "75 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": 6
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 46,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"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": 68,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"packages/prime-evals/src/prime_evals/py.typed",
"packages/prime-sandboxes/src/prime_sandboxes/py.typed",
"packages/prime-tunnel/src/prime_tunnel/py.typed",
"packages/prime/src/prime_cli/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "packages/prime-evals/src/prime_evals/py.typed, packages/prime-sandboxes/src/prime_sandboxes/py.typed, packages/prime-tunnel/src/prime_tunnel/py.typed, packages/prime/src/prime_cli/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "packages/prime-evals/src/prime_evals/py.typed, packages/prime-sandboxes/src/prime_sandboxes/py.typed, packages/prime-tunnel/src/prime_tunnel/py.typed, packages/prime/src/prime_cli/py.typed"
}
}
],
"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
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 2",
"points": 2,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 275849,
"source_files_sampled": 219,
"oversized_source_files": 10
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (packages/prime-evals/src/prime_evals/py.typed, packages/prime-sandboxes/src/prime_sandboxes/py.typed, packages/prime-tunnel/src/prime_tunnel/py.typed, packages/prime/src/prime_cli/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "packages/prime-evals/src/prime_evals/py.typed, packages/prime-sandboxes/src/prime_sandboxes/py.typed, packages/prime-tunnel/src/prime_tunnel/py.typed, packages/prime/src/prime_cli/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "10/219 source files over 60KB",
"points": 52.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 219,
"oversized": 10
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"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": 0,
"status": "missed",
"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": [],
"report_type": "repository",
"generated_at": "2026-07-17T08:49:01.018172Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PrimeIntellect-ai/prime.svg",
"full_name": "PrimeIntellect-ai/prime",
"license_state": "standard",
"license_spdx": "MIT"
}