Our library for RL environments + evals
PrimeIntellect-ai/verifiers 的健康指数为 100 分中的 94 分,处于「卓越」区间。 其得分最高的类别是Vitality(96/100),最低的是Security(67/100)。 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。
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,再依据公开记录的分布进行校准,使各等级具有百分位含义;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 34(存在风险)的上限。
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。
加权总体分 81 经校准后在公布的指数量表上为 94(记录校准 2026-08-02)。
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | verifiers | 0.3.1 | 378,117 | 412 | 3 天前 | agentic-rlagentsenvironmentsevalgrpoharnessllmmulti-turnreinforcement-learningrlrlvrtool-usetrainverifiers |
项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 36/36 | 提交节奏 — 52 周中有 52 周有提交 |
| 18/18 | 提交量 — 最近一年 1,510 次提交 |
| 10/10 | OpenSSF Scorecard:Maintained — 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 1,510 |
| human_commit_share | 0.98 |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
| 27/27 | 有发布版本 — 已发布 54 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 3 天前 |
| 27/27 | 发布节奏 — 约每 13.8 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 54 |
| latest_release_tag | v0.3.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 3 |
| mean_days_between_releases | 13.8 |
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?
| 59.4/60 | 星标 — 4,565 个星标 |
| 23.5/25 | 复刻 — 654 个复刻 |
| 8/15 | 关注者 — 29 位关注者 |
| forks | 654 |
| stars | 4,565 |
| watchers | 29 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 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 |
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 0 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | — |
| has_pull_request_template | 否 |
| 74.4/80 | 月度下载量 — pypi 合计每月 378,117 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
| packages | verifiers |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 378,117 |
| unverified_packages_excluded | — |
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?
| 25.2/54 | 巴士系数 — 2 位贡献者贡献了半数提交 |
| 13/22.5 | 提交分布 — 头号贡献者编写了 42% 的提交 |
| 13.5/13.5 | 贡献者广度 — 82 位贡献者 |
| 10/10 | OpenSSF Scorecard:Contributors — project has 10 contributing companies or organizations |
| bus_factor | 2 |
| contributors_sampled | 82 |
| top_contributor_share | 0.424 |
| 38.7/42 | 议题解决 — 92% 的议题已关闭 |
| 21/30 | PR 接受 — 已裁定的 PR 中 1,356/1,941 已合并 |
| 1.4/13 | Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 1/9 |
| 15/15 | OpenSSF Scorecard:Code-Review — all changesets reviewed |
| merged_prs | 1,356 |
| open_issues | 25 |
| closed_issues | 295 |
| prs_merged_7d | 24 |
| prs_decided_7d | 41 |
| prs_merged_30d | 38 |
| prs_decided_30d | 60 |
| issue_closed_ratio | 0.922 |
| closed_unmerged_prs | 585 |
| first_time_authors_30d | 3 |
| first_time_prs_merged_30d | 1 |
| first_time_prs_decided_30d | 9 |
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 22.6/25 | 所有者影响力 — PrimeIntellect-ai 有 1,378 位关注者 |
| 18.7/25 | 既往记录 — 65 个公开仓库,账户约 2 年 |
| followers | 1,378 |
| owner_type | Organization |
| is_verified | 否 |
| owner_login | PrimeIntellect-ai |
| public_repos | 65 |
| account_age_days | 1,046 |
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 3 天前 |
| 20/20 | 版本历史 — 412 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | verifiers |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 3 |
基础的工程与文档实践是否到位?
| 24/24 | CI 工作流 — 4 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — pyproject.toml ([tool.ruff]) |
| 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 |
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://github.com/primeintellect-ai/verifiers |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 0/10 | Wiki |
| topics | — |
| has_wiki | 否 |
| homepage | — |
| docs_site | https://github.com/primeintellect-ai/verifiers |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 10 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 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. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0.8/7.5 | Vulnerabilities — 9 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.9 |
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 107 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
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?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。
| 45/45 | 代理指令 — AGENTS.md, CLAUDE.md, assets/lab/CLAUDE.md, docs/v1/agent.md |
| 0/15 | 机器可读文档(llms.txt) |
| 40/40 | 可读的提交历史 — 98 次人类提交中有 90 次说明了意图(结构化标题或解释性正文) |
| has_llms_txt | 否 |
| llms_txt_url | — |
| legible_history_share | 0.918 |
| agent_instruction_files | AGENTS.md, CLAUDE.md, assets/lab/CLAUDE.md, docs/v1/agent.md |
| agent_instruction_max_bytes | 2,390 |
| 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 — pyproject.toml ([tool.ruff]) |
| 11/11 | 静态类型检查 — assets/templates/browserbase/cua/tsconfig.json |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 33 次由代理编写或署名代理 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 2 次为自动依赖更新 |
| 0/10 | OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 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 | assets/templates/browserbase/cua/tsconfig.json |
| agent_commit_share | 0.33 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.02 |
| 27/45 | 可类型检查的代码 — Python,已配置类型检查(assets/templates/browserbase/cua/tsconfig.json) |
| 54.9/55 | 可控的文件大小 — 采样的 479 个源文件中有 1 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 129,156 |
| source_files_sampled | 479 |
| oversized_source_files | 1 |
| 0/40 | API 模式(OpenAPI/GraphQL/proto) — 不适用于此类软件 |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
| example_dirs | examples |
| has_mcp_signal | 是 |
| api_schema_files | — |
| interfaces_expected_of | — |
每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。
每个点涵盖 2 天。
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 10 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 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. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 1 | Vulnerabilities | 9 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | anthropic | >=0.78.0 | pyproject.toml |
| PyPI | datasets | >=3.3.0,<6.0.0 | pyproject.toml |
| PyPI | numpy | >=2.1.0 | pyproject.toml |
| PyPI | math-verify | >=0.8.0 | pyproject.toml |
| PyPI | mcp | >=1.24.0,<2 | pyproject.toml |
| PyPI | openai | >=2.9.0 | pyproject.toml |
| PyPI | openai-agents | >=0.8.2 | pyproject.toml |
| PyPI | prime-tunnel | >=0.1.8 | pyproject.toml |
| PyPI | prime-sandboxes | >=0.2.39 | pyproject.toml |
| PyPI | pydantic | >=2.12.3 | pyproject.toml |
| PyPI | requests | — | pyproject.toml |
| PyPI | rich | >=11.0.0 | pyproject.toml |
| PyPI | tenacity | >=8.5.0 | pyproject.toml |
| PyPI | gepa | >=0.0.6 | pyproject.toml |
| PyPI | pyzmq | >=27.1.0 | pyproject.toml |
| PyPI | msgpack | >=1.1.2 | pyproject.toml |
| PyPI | aiolimiter | >=1.2.1 | pyproject.toml |
| PyPI | setproctitle | >=1.3.0 | pyproject.toml |
| PyPI | httpx | >=0.27.0 | pyproject.toml |
| PyPI | aiohttp | >=3.9.0 | pyproject.toml |
| PyPI | prime-pydantic-config | >=0.4.3 | pyproject.toml |
| PyPI | uvloop | >=0.21.0 | pyproject.toml |
| PyPI | loguru | >=0.7.0 | pyproject.toml |
| PyPI | tomli-w | >=1.0.0 | pyproject.toml |
| PyPI | renderers | >=0.1.10 | pyproject.toml |
| PyPI | typing_extensions | >=4.12.2 | pyproject.toml |
来自 GitHub 依赖图的完整解析依赖集合:64 个直接依赖与 449 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 | — | 直接 |
| PyPI | aiohttp | 3.13.5 | 直接 |
| PyPI | aiohttp | 3.14.3 | 直接 |
| PyPI | aiolimiter | — | 直接 |
| PyPI | aiolimiter | 1.2.1 | 直接 |
| PyPI | anthropic | — | 直接 |
| PyPI | anthropic | 0.116.0 | 直接 |
| PyPI | anthropic | 0.97.0 | 直接 |
| PyPI | datasets | — | 直接 |
| PyPI | datasets | 4.6.1 | 直接 |
| PyPI | datasets | 5.0.0 | 直接 |
| PyPI | gepa | — | 直接 |
| PyPI | gepa | 0.1.1 | 直接 |
| PyPI | httpx | — | 直接 |
| PyPI | httpx | 0.28.1 | 直接 |
| PyPI | loguru | — | 直接 |
| PyPI | loguru | 0.7.3 | 直接 |
| PyPI | math-verify | — | 直接 |
| PyPI | math-verify | 0.9.0 | 直接 |
| PyPI | mcp | — | 直接 |
| PyPI | mcp | 1.27.0 | 直接 |
| PyPI | mcp | 1.28.1 | 直接 |
| PyPI | msgpack | — | 直接 |
| PyPI | msgpack | 1.1.2 | 直接 |
| PyPI | msgpack | 1.2.1 | 直接 |
| PyPI | numpy | — | 直接 |
| PyPI | numpy | 2.2.6 | 直接 |
| PyPI | numpy | 2.4.6 | 直接 |
| PyPI | numpy | 2.5.1 | 直接 |
| PyPI | openai | — | 直接 |
| PyPI | openai | 2.32.0 | 直接 |
| PyPI | openai | 2.45.0 | 直接 |
| PyPI | openai-agents | — | 直接 |
| PyPI | openai-agents | 0.14.5 | 直接 |
| PyPI | openai-agents | 0.18.2 | 直接 |
| PyPI | prime-pydantic-config | — | 直接 |
| PyPI | prime-pydantic-config | 0.4.3 | 直接 |
| PyPI | prime-sandboxes | — | 直接 |
| PyPI | prime-sandboxes | 0.2.22 | 直接 |
| PyPI | prime-sandboxes | 0.2.39 | 直接 |
| PyPI | prime-tunnel | — | 直接 |
| PyPI | prime-tunnel | 0.1.10 | 直接 |
| PyPI | prime-tunnel | 0.1.6 | 直接 |
| PyPI | pydantic | — | 直接 |
| PyPI | pydantic | 2.13.3 | 直接 |
| PyPI | pydantic | 2.13.4 | 直接 |
| PyPI | pyzmq | — | 直接 |
| PyPI | pyzmq | 27.1.0 | 直接 |
| PyPI | renderers | — | 直接 |
| PyPI | renderers | 0.1.10 | 直接 |
| PyPI | requests | — | 直接 |
| PyPI | requests | 2.33.1 | 直接 |
| PyPI | requests | 2.34.2 | 直接 |
| PyPI | rich | — | 直接 |
| PyPI | rich | 15.0.0 | 直接 |
| PyPI | setproctitle | — | 直接 |
| PyPI | setproctitle | 1.3.7 | 直接 |
| PyPI | tenacity | — | 直接 |
| PyPI | tenacity | 9.1.4 | 直接 |
| PyPI | tomli-w | 1.2.0 | 直接 |
| PyPI | typing-extensions | 4.15.0 | 直接 |
| PyPI | typing-extensions | 4.16.0 | 直接 |
| PyPI | uvloop | — | 直接 |
| PyPI | uvloop | 0.22.1 | 直接 |
| npm | @browserbasehq/stagehand | ^3.0.5 | 间接 |
| npm | deepmerge | ^4.3.1 | 间接 |
| npm | dotenv | ^16.4.5 | 间接 |
| npm | esbuild | ^0.27.2 | 间接 |
| npm | fastify | ^5.0.0 | 间接 |
| npm | postject | ^1.0.0-alpha.6 | 间接 |
| npm | tsx | ^4.10.5 | 间接 |
| npm | typescript | ^5.2.2 | 间接 |
| npm | zod | ^3.25.76 | 间接 |
| PyPI | accelerate | — | 间接 |
| PyPI | accelerate | 1.13.0 | 间接 |
| PyPI | aiofile | 3.11.1 | 间接 |
| PyPI | aiofiles | 25.1.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohappyeyeballs | 2.7.1 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | alphabet-sort | 0.1.0 | 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 | antlr4-python3-runtime | 4.9.3 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | anyio | 4.14.1 | 间接 |
| PyPI | arckit | 0.1.0 | 间接 |
| PyPI | astor | 0.8.1 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | audioop-lts | 0.2.2 | 间接 |
| PyPI | authlib | 1.7.2 | 间接 |
| PyPI | backports-tarfile | 1.2.0 | 间接 |
| PyPI | bash-interception | 0.1.0 | 间接 |
| PyPI | bcrypt | 5.0.0 | 间接 |
| PyPI | beartype | 0.22.9 | 间接 |
| PyPI | bfcl-eval | — | 间接 |
| PyPI | bfi | 1.0.4 | 间接 |
| PyPI | blake3 | 1.0.8 | 间接 |
| PyPI | brotli | 1.2.0 | 间接 |
| PyPI | build | 1.5.0 | 间接 |
| PyPI | cachetools | 7.0.6 | 间接 |
| PyPI | cachetools | 7.1.4 | 间接 |
| PyPI | caio | 0.9.25 | 间接 |
| PyPI | cbor2 | 5.9.0 | 间接 |
| PyPI | cbor2 | 6.1.3 | 间接 |
| PyPI | cellpylib | 2.4.0 | 间接 |
| PyPI | certifi | 2026.4.22 | 间接 |
| PyPI | certifi | 2026.6.17 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cffi | 2.1.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | charset-normalizer | 3.4.9 | 间接 |
| PyPI | chess | 1.11.2 | 间接 |
| PyPI | chromadb | — | 间接 |
| PyPI | chromadb | 1.5.9 | 间接 |
| PyPI | click | 8.3.3 | 间接 |
| PyPI | click | 8.4.2 | 间接 |
| PyPI | cloudpickle | 3.1.2 | 间接 |
| PyPI | code-golf | 0.1.0 | 间接 |
| PyPI | color-codeword | 0.1.0 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | compact | 0.1.0 | 间接 |
| PyPI | compressed-tensors | 0.11.0 | 间接 |
| PyPI | connect-python | 0.9.0 | 间接 |
| PyPI | connectrpc | 0.11.1 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | 7.15.0 | 间接 |
| PyPI | cryptography | 46.0.7 | 间接 |
| PyPI | cryptography | 48.0.1 | 间接 |
| PyPI | cryptography | 49.0.0 | 间接 |
| PyPI | cuda-pathfinder | 1.5.3 | 间接 |
| PyPI | cupy-cuda12x | 14.0.1 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | cyclopts | 4.21.0 | 间接 |
| PyPI | deepspeed | — | 间接 |
| PyPI | deepspeed | 0.18.9 | 间接 |
| PyPI | deepwiki | 0.1.0 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | deprecation | 2.1.0 | 间接 |
| PyPI | depyf | 0.19.0 | 间接 |
| PyPI | dill | 0.4.0 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | dirhash | 0.5.0 | 间接 |
| PyPI | diskcache | 5.6.3 | 间接 |
| PyPI | distlib | 0.4.3 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | dnspython | 2.8.0 | 间接 |
| PyPI | docstring-parser | 0.18.0 | 间接 |
| PyPI | drawsvg | 2.4.1 | 间接 |
| PyPI | dspy | — | 间接 |
| PyPI | durationpy | 0.10 | 间接 |
| PyPI | einops | 0.8.2 | 间接 |
| PyPI | email-validator | 2.3.0 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | fastapi | — | 间接 |
| PyPI | fastapi | 0.136.1 | 间接 |
| PyPI | fastapi | 0.139.0 | 间接 |
| PyPI | fastapi-cli | 0.0.24 | 间接 |
| PyPI | fastapi-cloud-cli | 0.17.0 | 间接 |
| PyPI | fastar | 0.11.0 | 间接 |
| PyPI | fastmcp | 3.4.4 | 间接 |
| PyPI | fastmcp-slim | 3.4.4 | 间接 |
| PyPI | fastuuid | 0.14.0 | 间接 |
| PyPI | filelock | 3.29.0 | 间接 |
| PyPI | filelock | 3.29.7 | 间接 |
| PyPI | flash-attn | — | 间接 |
| PyPI | flash-attn | 2.8.3 | 间接 |
| PyPI | flatbuffers | 25.12.19 | 间接 |
| PyPI | fonttools | 4.63.0 | 间接 |
| PyPI | frozendict | 2.4.7 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.2.0 | 间接 |
| PyPI | fsspec | 2026.4.0 | 间接 |
| PyPI | gguf | 0.18.0 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.47 | 间接 |
| PyPI | glossary | 0.1.0 | 间接 |
| PyPI | googleapis-common-protos | 1.75.0 | 间接 |
| PyPI | gprof2dot | 2025.4.14 | 间接 |
| PyPI | gradio | 6.20.0 | 间接 |
| PyPI | gradio-client | 2.5.0 | 间接 |
| PyPI | grayscale-interception | 0.1.0 | 间接 |
| PyPI | griffelib | 2.0.2 | 间接 |
| PyPI | griffelib | 2.1.0 | 间接 |
| PyPI | groovy | 0.1.2 | 间接 |
| PyPI | grpcio | 1.82.1 | 间接 |
| PyPI | grpclib | 0.4.9 | 间接 |
| PyPI | gsm8k | 0.1.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h2 | 4.3.0 | 间接 |
| PyPI | harbor | 0.21.0 | 间接 |
| PyPI | harnesses | — | 间接 |
| PyPI | hatchling | — | 间接 |
| PyPI | hf-gradio | 0.4.1 | 间接 |
| PyPI | hf-xet | 1.4.3 | 间接 |
| PyPI | hf-xet | 1.5.1 | 间接 |
| PyPI | hjson | 3.1.0 | 间接 |
| PyPI | hpack | 4.2.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httptools | 0.7.1 | 间接 |
| PyPI | httptools | 0.8.0 | 间接 |
| PyPI | httpx-sse | 0.4.3 | 间接 |
| PyPI | huggingface-hub | 1.12.0 | 间接 |
| PyPI | huggingface-hub | 1.23.0 | 间接 |
| PyPI | hydra-core | 1.3.4 | 间接 |
| PyPI | hyperframe | 6.1.0 | 间接 |
| PyPI | identify | 2.6.19 | 间接 |
| PyPI | idna | 3.13 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | importlib-metadata | 8.7.1 | 间接 |
| PyPI | importlib-metadata | 8.9.0 | 间接 |
| PyPI | importlib-resources | 7.1.0 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | interception | 0.1.0 | 间接 |
| PyPI | interegular | 0.3.3 | 间接 |
| PyPI | ipykernel | — | 间接 |
| PyPI | ipywidgets | — | 间接 |
| PyPI | itsdangerous | 2.2.0 | 间接 |
| PyPI | jaraco-classes | 3.4.0 | 间接 |
| PyPI | jaraco-context | 6.1.2 | 间接 |
| PyPI | jaraco-functools | 4.5.0 | 间接 |
| PyPI | jeepney | 0.9.0 | 间接 |
| PyPI | jinja2 | — | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.14.0 | 间接 |
| PyPI | jiter | 0.16.0 | 间接 |
| PyPI | joblib | 1.5.3 | 间接 |
| PyPI | joserfc | 1.7.3 | 间接 |
| PyPI | jsonref | 1.1.0 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-path | 0.5.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | keyring | 25.7.0 | 间接 |
| PyPI | kiwisolver | 1.5.0 | 间接 |
| PyPI | kubernetes | 36.0.2 | 间接 |
| PyPI | kuhn-poker | 0.1.0 | 间接 |
| PyPI | lark | 1.2.2 | 间接 |
| PyPI | latex2sympy2-extended | 1.11.0 | 间接 |
| PyPI | liger-kernel | — | 间接 |
| PyPI | liger-kernel | 0.7.0 | 间接 |
| PyPI | linkify-it-py | 2.1.0 | 间接 |
| PyPI | litellm | 1.95.0 | 间接 |
| PyPI | llguidance | 0.7.30 | 间接 |
| PyPI | llvmlite | 0.44.0 | 间接 |
| PyPI | lm-format-enforcer | 0.11.3 | 间接 |
| PyPI | magiccube | 0.3.0 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | matplotlib | 3.11.0 | 间接 |
| PyPI | mdit-py-plugins | 0.5.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mistral-common | 1.11.0 | 间接 |
| PyPI | mlx | 0.31.2 | 间接 |
| PyPI | mlx-lm | 0.31.3 | 间接 |
| PyPI | mlx-metal | 0.31.2 | 间接 |
| PyPI | mmh3 | 5.2.1 | 间接 |
| PyPI | modal | 1.5.2 | 间接 |
| PyPI | more-itertools | 11.1.0 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msgspec | 0.21.1 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | multiprocess | 0.70.18 | 间接 |
| PyPI | multiprocess | 0.70.19 | 间接 |
| PyPI | nemo-gym | — | 间接 |
| PyPI | nemo-gym | 0.4.0 | 间接 |
| PyPI | nest-asyncio | — | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | ninja | 1.13.0 | 间接 |
| PyPI | nltk | — | 间接 |
| PyPI | nltk | 3.10.0 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | numba | 0.61.2 | 间接 |
| PyPI | nvidia-cublas-cu12 | 12.8.4.1 | 间接 |
| PyPI | nvidia-cuda-cupti-cu12 | 12.8.90 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | 12.8.90 | 间接 |
| PyPI | nvidia-cudnn-cu12 | 9.10.2.21 | 间接 |
| PyPI | nvidia-cufft-cu12 | 11.3.3.83 | 间接 |
| PyPI | nvidia-cufile-cu12 | 1.13.1.3 | 间接 |
| PyPI | nvidia-curand-cu12 | 10.3.9.90 | 间接 |
| PyPI | nvidia-cusolver-cu12 | 11.7.3.90 | 间接 |
| PyPI | nvidia-cusparse-cu12 | 12.5.8.93 | 间接 |
| PyPI | nvidia-cusparselt-cu12 | 0.7.1 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.27.3 | 间接 |
| PyPI | nvidia-nvjitlink-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-nvtx-cu12 | 12.8.90 | 间接 |
| PyPI | oauthlib | 3.3.1 | 间接 |
| PyPI | omegaconf | 2.3.1 | 间接 |
| PyPI | onnxruntime | 1.27.0 | 间接 |
| PyPI | openai-harmony | — | 间接 |
| PyPI | openai-harmony | 0.0.8 | 间接 |
| PyPI | openapi-pydantic | 0.5.1 | 间接 |
| PyPI | opencv-python-headless | 4.13.0.92 | 间接 |
| PyPI | openenv | 0.4.1 | 间接 |
| PyPI | openenv-core | — | 间接 |
| PyPI | openenv-core | 0.2.1 | 间接 |
| PyPI | openenv-wordle | 0.1.0 | 间接 |
| PyPI | openreward | — | 间接 |
| PyPI | opentelemetry-api | 1.41.1 | 间接 |
| PyPI | opentelemetry-api | 1.43.0 | 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-proto | 1.43.0 | 间接 |
| PyPI | opentelemetry-sdk | 1.43.0 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.64b0 | 间接 |
| PyPI | orjson | 3.11.9 | 间接 |
| PyPI | outlines-core | 0.2.11 | 间接 |
| PyPI | overrides | 7.7.0 | 间接 |
| PyPI | packaging | 26.1 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | pandas | 3.0.3 | 间接 |
| PyPI | partial-json-parser | 0.2.1.1.post7 | 间接 |
| PyPI | pathable | 0.6.0 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | peft | — | 间接 |
| PyPI | peft | 0.19.1 | 间接 |
| PyPI | pillow | — | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | pillow | 12.3.0 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | platformdirs | 4.9.6 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | postgrest | 2.31.0 | 间接 |
| PyPI | pre-commit | — | 间接 |
| PyPI | pre-commit | 4.6.0 | 间接 |
| PyPI | prometheus-client | 0.25.0 | 间接 |
| PyPI | prometheus-fastapi-instrumentator | 7.1.0 | 间接 |
| PyPI | propcache | 0.4.1 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | proposer-solver | 0.1.0 | 间接 |
| PyPI | protobuf | 6.33.6 | 间接 |
| PyPI | protobuf | 7.34.1 | 间接 |
| PyPI | protobuf-py | 0.1.1 | 间接 |
| PyPI | protobuf-py-ext | 0.1.1 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | py-cpuinfo | 9.0.0 | 间接 |
| PyPI | py-key-value-aio | 0.4.5 | 间接 |
| PyPI | pyarrow | 24.0.0 | 间接 |
| PyPI | pyarrow | 25.0.0 | 间接 |
| PyPI | pybase64 | 1.4.3 | 间接 |
| PyPI | pycosat | 0.6.6 | 间接 |
| PyPI | pycountry | 26.2.16 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic-core | 2.46.3 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pydantic-extra-types | 2.11.1 | 间接 |
| PyPI | pydantic-settings | 2.14.0 | 间接 |
| PyPI | pydantic-settings | 2.14.2 | 间接 |
| PyPI | pydot | 4.0.1 | 间接 |
| PyPI | pydub | 0.25.1 | 间接 |
| PyPI | pyfiglet | 1.0.2 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyjwt | 2.12.1 | 间接 |
| PyPI | pyjwt | 2.13.0 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyperclip | 1.11.0 | 间接 |
| PyPI | pypika | 0.51.1 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pyqwest | 0.5.1 | 间接 |
| PyPI | pyqwest | 0.6.2 | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest | 9.0.3 | 间接 |
| PyPI | pytest-asyncio | — | 间接 |
| PyPI | pytest-asyncio | 1.4.0 | 间接 |
| PyPI | pytest-cov | — | 间接 |
| PyPI | pytest-cov | 7.1.0 | 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-discovery | 1.4.4 | 间接 |
| PyPI | python-dotenv | — | 间接 |
| PyPI | python-dotenv | 1.2.2 | 间接 |
| PyPI | python-json-logger | 4.1.0 | 间接 |
| PyPI | python-multipart | 0.0.26 | 间接 |
| PyPI | python-multipart | 0.0.32 | 间接 |
| PyPI | pytz | 2026.1.post1 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pywin32 | 311 | 间接 |
| PyPI | pywin32 | 312 | 间接 |
| PyPI | pywin32-ctypes | 0.2.3 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | ray | 2.55.1 | 间接 |
| PyPI | ray | 2.56.0 | 间接 |
| PyPI | realtime | 2.31.0 | 间接 |
| PyPI | reasoning-gym | — | 间接 |
| PyPI | reasoning-gym | 0.1.25 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | regex | — | 间接 |
| PyPI | regex | 2026.3.32 | 间接 |
| PyPI | regex | 2026.7.10 | 间接 |
| PyPI | requests-oauthlib | 2.0.0 | 间接 |
| PyPI | reverse-text | 0.1.0 | 间接 |
| PyPI | rich-rst | 2.1.0 | 间接 |
| PyPI | rich-toolkit | 0.19.7 | 间接 |
| PyPI | rignore | 0.7.6 | 间接 |
| PyPI | rlm | — | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | rpds-py | 2026.6.3 | 间接 |
| PyPI | ruff | — | 间接 |
| PyPI | ruff | 0.16.0 | 间接 |
| PyPI | safehttpx | 0.1.7 | 间接 |
| PyPI | safetensors | 0.7.0 | 间接 |
| PyPI | safetensors | 0.8.0 | 间接 |
| PyPI | scantree | 0.0.4 | 间接 |
| PyPI | scipy | 1.15.3 | 间接 |
| PyPI | scratchpad | 0.1.0 | 间接 |
| PyPI | secretstorage | 3.5.0 | 间接 |
| PyPI | semantic-version | 2.10.0 | 间接 |
| PyPI | semgrep | — | 间接 |
| PyPI | sentencepiece | 0.2.1 | 间接 |
| PyPI | sentry-sdk | 2.58.0 | 间接 |
| PyPI | sentry-sdk | 2.65.0 | 间接 |
| PyPI | setuptools | — | 间接 |
| PyPI | setuptools | 79.0.1 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | shortuuid | 1.0.13 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | smmap | 5.0.3 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | soundfile | — | 间接 |
| PyPI | soundfile | 0.13.1 | 间接 |
| PyPI | soxr | 1.0.0 | 间接 |
| PyPI | sse-starlette | 3.3.4 | 间接 |
| PyPI | sse-starlette | 3.4.5 | 间接 |
| PyPI | stagehand | — | 间接 |
| PyPI | stagehand | 3.21.0 | 间接 |
| PyPI | starlette | 0.52.1 | 间接 |
| PyPI | starlette | 1.3.1 | 间接 |
| PyPI | storage3 | 2.31.0 | 间接 |
| PyPI | strenum | 0.4.15 | 间接 |
| PyPI | supabase | 2.31.0 | 间接 |
| PyPI | supabase-auth | 2.31.0 | 间接 |
| PyPI | supabase-functions | 2.31.0 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | synchronicity | 0.12.5 | 间接 |
| PyPI | tabulate | 0.9.0 | 间接 |
| PyPI | tasksets | — | 间接 |
| PyPI | tau2 | — | 间接 |
| PyPI | textarena | — | 间接 |
| PyPI | textarena | 0.7.4 | 间接 |
| PyPI | textual | — | 间接 |
| PyPI | textual | 8.2.4 | 间接 |
| PyPI | tiktoken | 0.12.0 | 间接 |
| PyPI | tiktoken | 0.13.0 | 间接 |
| PyPI | tokenizers | 0.22.2 | 间接 |
| PyPI | toml | 0.10.2 | 间接 |
| PyPI | tomli | — | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | tomlkit | 0.14.0 | 间接 |
| PyPI | torch | — | 间接 |
| PyPI | torch | 2.8.0 | 间接 |
| PyPI | torchaudio | 2.8.0 | 间接 |
| PyPI | torchvision | 0.23.0 | 间接 |
| PyPI | tqdm | 4.67.3 | 间接 |
| PyPI | tqdm | 4.68.4 | 间接 |
| PyPI | transformers | — | 间接 |
| PyPI | transformers | 5.13.1 | 间接 |
| PyPI | transformers | 5.6.2 | 间接 |
| PyPI | triton | 3.4.0 | 间接 |
| PyPI | ty | — | 间接 |
| PyPI | ty | 0.0.63 | 间接 |
| PyPI | typer | 0.24.2 | 间接 |
| PyPI | typer | 0.26.8 | 间接 |
| PyPI | types-certifi | 2021.10.8.3 | 间接 |
| PyPI | types-requests | 2.33.0.20260408 | 间接 |
| PyPI | types-toml | 0.10.8.20260518 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | tzdata | 2026.3 | 间接 |
| PyPI | uc-micro-py | 2.0.0 | 间接 |
| PyPI | uncalled-for | 0.3.2 | 间接 |
| PyPI | urllib3 | 2.6.3 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uvicorn | — | 间接 |
| PyPI | uvicorn | 0.46.0 | 间接 |
| PyPI | uvicorn | 0.51.0 | 间接 |
| PyPI | verifiers | — | 间接 |
| PyPI | verifiers | 0.1.12 | 间接 |
| PyPI | verifiers-rl | 0.1.0 | 间接 |
| PyPI | virtualenv | 21.6.1 | 间接 |
| PyPI | vllm | — | 间接 |
| PyPI | vllm | 0.10.2 | 间接 |
| PyPI | wandb | — | 间接 |
| PyPI | wandb | 0.26.1 | 间接 |
| PyPI | wandb | 0.28.1 | 间接 |
| PyPI | watchfiles | 1.1.1 | 间接 |
| PyPI | watchfiles | 1.2.0 | 间接 |
| PyPI | web-search-interception | 0.1.0 | 间接 |
| PyPI | websocket-client | 1.9.0 | 间接 |
| PyPI | websockets | 15.0.1 | 间接 |
| PyPI | wget | — | 间接 |
| PyPI | wget | 3.2 | 间接 |
| PyPI | wheel | — | 间接 |
| PyPI | wiki-search | 0.1.0 | 间接 |
| PyPI | win32-setctime | 1.2.0 | 间接 |
| PyPI | wordle | 0.1.0 | 间接 |
| PyPI | xformers | 0.0.32.post1 | 间接 |
| PyPI | xgrammar | 0.1.23 | 间接 |
| PyPI | xxhash | 3.6.0 | 间接 |
| PyPI | xxhash | 3.8.1 | 间接 |
| PyPI | yappi | 1.7.6 | 间接 |
| PyPI | yarl | 1.23.0 | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | zipp | 3.23.1 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
| PyPI | zss | 1.2.0 | 间接 |
安装 pypi:verifiers@0.3.1 会引入 107 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
发现这份报告有不准确之处,或有想法要分享?错误的测量、未识别的工具、建议、疑问——都欢迎提出。每条消息都会被阅读并得到回复。