公开记录
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-17 18:01 UTC

huggingface / lerobot

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

PythonApache-2.0★ 25,902 星标⑂ 5,110 复刻始于 2024年1月在 GitHub 上查看 ↗

huggingface/lerobot 的健康指数为 100 分中的 87 分,处于「优秀」区间。 其得分最高的类别是Vitality(96/100),最低的是Security(69/100)。 最近一次更新在今天。 近期的大部分工作由 4 位贡献者完成。

87
总分 / 100
优秀

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。

87
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)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

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

65,864 关注者456 个公开仓库始于 2017年2月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIlerobot0.6.0-1111 天前lerobothuggingfaceroboticsmachine-learningartificial-intelligence

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

96优秀 · 占总体的 22%
评分方式
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 665 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year665
human_commit_share
days_since_last_push0
active_weeks_last_year52

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 10 个发布版本
36/36发布时效 — 最近一次发布版本于 11 天前
27/27发布节奏 — 约每 37.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count10
latest_release_tagv0.6.0
releases_from_tags
days_since_latest_release11
mean_days_between_releases37.6

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?

95优秀 · 占总体的 18%
评分方式
60/60星标 — 25,902 个星标
25/25复刻 — 5,110 个复刻
12.3/15关注者 — 165 位关注者
所用输入
forks5,110
stars25,902
watchers165
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

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?

82良好 · 占总体的 24%
评分方式
43.2/54巴士系数 — 4 位贡献者贡献了半数提交
18.1/22.5提交分布 — 头号贡献者编写了 19% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 15 contributing companies or organizations
所用输入
bus_factor4
contributors_sampled100
top_contributor_share0.194
评分方式
32.5/46.8议题解决 — 70% 的议题已关闭
24.6/38.3PR 接受 — 已裁定的 PR 中 1,393/2,165 已合并
9/15OpenSSF Scorecard:Code-Review — Found 20/30 approved changesets -- score normalized to 6
所用输入
merged_prs1,393
open_issues418
closed_issues956
issue_closed_ratio0.696
closed_unmerged_prs772
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — huggingface 有 65,864 位关注者
25/25既往记录 — 456 个公开仓库,账户约 9 年
所用输入
followers65,864
owner_typeOrganization
is_verified
owner_loginhuggingface
public_repos456
account_age_days3,442
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 11 天前
20/20版本历史 — 11 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packageslerobot
ecosystemspypi
any_deprecated
min_days_since_publish11

工程质量

基础的工程与文档实践是否到位?

88优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 14 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

80良好
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://huggingface.co/docs/lerobot
10/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics
has_wiki
homepagehttps://huggingface.co/docs/lerobot
has_readme
has_docs_dir
has_description

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?

69中等 · 占总体的 16%

安全态势

69中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
4.5/7.5Code-Review — Found 20/30 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 15 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
6/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.9

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。

73良好 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md
0/15机器可读文档(llms.txt)
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt
legible_history_share
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes4,238
已排除计分(无数据或不适用):可读的提交历史。 其余权重已重新归一化。
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
2/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
已排除计分(无数据或不适用):已体现的代理实践, 自动化维护。 其余权重已重新归一化。
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
54.1/55可控的文件大小 — 采样的 752 个源文件中有 12 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes188,833
source_files_sampled752
oversized_source_files12
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — src/lerobot/transport/services.proto
0/20MCP 服务器
40/40可运行示例 — examples, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal
api_schema_filessrc/lerobot/transport/services.proto

关键数据

25,902GitHub 星标
100贡献者
665最近 12 个月提交数
0距最近推送天数
10发布版本数
4巴士系数(bus factor)
418开放议题
PyPI软件包生态系统数

更多细节

OpenSSF Scorecard 6.9 / 10
6.9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)。Scorecard v5.5.0 · 2026-07-17 18:01 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 20/30 approved changesets -- score normalized to 6
10Contributorsproject has 15 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
9SASTSAST tool is not run on all commits -- score normalized to 9
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
8Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
直接依赖 16
注册表软件包版本约束清单文件
PyPItorch>=2.7,<2.12.0pyproject.toml
PyPItorchvision>=0.22.0,<0.27.0pyproject.toml
PyPInumpy>=2.0.0,<2.3.0pyproject.toml
PyPIopencv-python-headless>=4.9.0,<4.14.0pyproject.toml
PyPIPillow>=10.0.0,<13.0.0pyproject.toml
PyPIeinops>=0.8.0,<0.9.0pyproject.toml
PyPIdraccus==0.10.0pyproject.toml
PyPIhuggingface-hub>=1.0.0,<2.0.0pyproject.toml
PyPIrequests>=2.32.0,<3.0.0pyproject.toml
PyPIgymnasium>=1.1.1,<2.0.0pyproject.toml
PyPIsafetensors>=0.4.3,<1.0.0pyproject.toml
PyPIpackaging>=24.2,<26.0pyproject.toml
PyPItermcolor>=2.4.0,<4.0.0pyproject.toml
PyPItqdm>=4.66.0,<5.0.0pyproject.toml
PyPIcmake>=3.29.0.1,<4.2.0pyproject.toml
PyPIsetuptools>=71.0.0,<81.0.0pyproject.toml
全部依赖 336

来自 GitHub 依赖图的完整解析依赖集合:18 个直接依赖与 318 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
PyPIcmake4.1.3直接
PyPIdraccus0.10.0直接
PyPIeinops0.8.2直接
PyPIgymnasium1.3.0直接
PyPIhuggingface-hub1.22.0直接
PyPInumpy2.2.6直接
PyPIopencv-python-headless4.13.0.92直接
PyPIpackaging25.0直接
PyPIpillow12.3.0直接
PyPIrequests2.34.2直接
PyPIsafetensors0.8.0直接
PyPIsetuptools80.10.2直接
PyPItermcolor3.3.0直接
PyPItorch2.11.0直接
PyPItorch2.11.0+cu128直接
PyPItorchvision0.26.0直接
PyPItorchvision0.26.0+cu128直接
PyPItqdm4.68.3直接
PyPIabsl-py2.5.0间接
PyPIaccelerate1.14.0间接
PyPIaiohappyeyeballs2.7.1间接
PyPIaiohttp3.14.1间接
PyPIaiosignal1.4.0间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIantlr4-python3-runtime4.9.3间接
PyPIanyio4.14.1间接
PyPIappnope0.1.4间接
PyPIargon2-cffi25.1.0间接
PyPIargon2-cffi-bindings25.1.0间接
PyPIarrow1.4.0间接
PyPIast-serialize0.6.0间接
PyPIasttokens3.0.1间接
PyPIasync-lru2.3.0间接
PyPIattrs26.1.0间接
PyPIav15.1.0间接
PyPIbabel2.18.0间接
PyPIbddl1.0.1间接
PyPIbeautifulsoup44.15.0间接
PyPIbleach6.4.0间接
PyPIcertifi2026.6.17间接
PyPIcffi2.0.0间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.4.7间接
PyPIclick8.4.2间接
PyPIcloudpickle3.1.2间接
PyPIcmeel0.60.1间接
PyPIcmeel-assimp5.4.3.1间接
PyPIcmeel-boost1.87.0.1间接
PyPIcmeel-console-bridge1.0.2.3间接
PyPIcmeel-octomap1.10.0间接
PyPIcmeel-qhull8.0.2.1间接
PyPIcmeel-tinyxml210.0.0间接
PyPIcmeel-urdfdom4.0.1间接
PyPIcmeel-zlib1.3.2间接
PyPIcoal-library3.0.1间接
PyPIcolorama0.4.6间接
PyPIcomm0.2.3间接
PyPIcontourpy1.3.3间接
PyPIcoverage7.15.0间接
PyPIcuda-bindings12.9.7间接
PyPIcuda-pathfinder1.5.6间接
PyPIcuda-toolkit12.8.1间接
PyPIcycler0.12.1间接
PyPIdatasets4.8.5间接
PyPIdebugpy1.8.21间接
PyPIdecorator5.3.1间接
PyPIdecord0.6.0间接
PyPIdeepdiff8.6.2间接
PyPIdefusedxml0.7.1间接
PyPIdiffusers0.35.2间接
PyPIdill0.4.1间接
PyPIdistlib0.4.3间接
PyPIdistro1.9.0间接
PyPIdm-control1.0.41间接
PyPIdm-env1.6间接
PyPIdm-tree0.1.10间接
PyPIdm-tree0.1.9间接
PyPIdocopt0.6.2间接
PyPIdynamixel-sdk3.8.4间接
PyPIeasydict1.13间接
PyPIegl-probe1.0.2间接
PyPIeigenpy3.10.3间接
PyPIeiquadprog1.2.9间接
PyPIetils1.14.0间接
PyPIevdev1.9.3间接
PyPIexecuting2.2.1间接
PyPIfaker34.0.2间接
PyPIfarama-notifications0.0.6间接
PyPIfastapi0.139.0间接
PyPIfastjsonschema2.21.2间接
PyPIfeetech-servo-sdk1.0.0间接
PyPIfilelock3.29.5间接
PyPIflatbuffers25.12.19间接
PyPIfonttools4.63.0间接
PyPIfoxglove-sdk0.25.3间接
PyPIfqdn1.5.1间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2026.2.0间接
PyPIfuture1.0.0间接
PyPIgitdb4.0.12间接
PyPIgitpython3.1.50间接
PyPIglfw2.10.0间接
PyPIgrpcio1.73.1间接
PyPIgrpcio-tools1.73.1间接
PyPIgym-aloha0.1.4间接
PyPIgym-hil0.1.14间接
PyPIgym-pusht0.1.6间接
PyPIh110.16.0间接
PyPIh5py3.16.0间接
PyPIhebi-py2.11.0间接
PyPIhf-egl-probe1.0.2间接
PyPIhf-libero0.1.4间接
PyPIhf-xet1.5.1间接
PyPIhidapi0.14.0.post4间接
PyPIhttpcore1.0.9间接
PyPIhttptools0.8.0间接
PyPIhttpx0.28.1间接
PyPIhydra-core1.3.4间接
PyPIidentify2.6.19间接
PyPIidna3.18间接
PyPIimageio2.37.3间接
PyPIimageio-ffmpeg0.6.0间接
PyPIimportlib-metadata9.0.0间接
PyPIiniconfig2.3.0间接
PyPIipykernel6.31.0间接
PyPIipython9.15.0间接
PyPIipython-pygments-lexers1.1.1间接
PyPIipywidgets8.1.8间接
PyPIischedule1.2.7间接
PyPIisoduration20.11.0间接
PyPIjedi0.20.0间接
PyPIjinja23.1.6间接
PyPIjiter0.16.0间接
PyPIjson50.15.0间接
PyPIjsonlines4.0.0间接
PyPIjsonpointer3.1.1间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIjupyter1.1.1间接
PyPIjupyter-builder1.0.2间接
PyPIjupyter-client8.9.1间接
PyPIjupyter-console6.6.3间接
PyPIjupyter-core5.9.1间接
PyPIjupyter-events0.12.1间接
PyPIjupyter-lsp2.3.1间接
PyPIjupyter-server2.20.0间接
PyPIjupyter-server-terminals0.5.4间接
PyPIjupyterlab4.6.1间接
PyPIjupyterlab-pygments0.3.0间接
PyPIjupyterlab-server2.28.0间接
PyPIjupyterlab-widgets3.0.16间接
PyPIjupytext1.19.4间接
PyPIkiwisolver1.5.0间接
PyPIlabmaze1.0.6间接
PyPIlark1.3.1间接
PyPIlazy-loader0.5间接
PyPIlerobot0.6.1间接
PyPIlibrt0.12.0间接
PyPIllvmlite0.48.0间接
PyPIlxml6.1.1间接
PyPImarkdown3.10.2间接
PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib3.11.0间接
PyPImatplotlib-inline0.2.2间接
PyPImdit-py-plugins0.6.1间接
PyPImdurl0.1.2间接
PyPImergedeep1.3.4间接
PyPImeshcat0.3.2间接
PyPImetaworld3.0.0间接
PyPImistune3.3.2间接
PyPIml-dtypes0.5.4间接
PyPImock-serial0.0.1间接
PyPImotorbridge0.3.9间接
PyPImotorbridge-smart-servo0.0.4间接
PyPImpmath1.3.0间接
PyPImujoco3.8.1间接
PyPImultidict6.7.1间接
PyPImultiprocess0.70.19间接
PyPImypy2.1.0间接
PyPImypy-extensions1.1.0间接
PyPInbclient0.11.0间接
PyPInbconvert7.17.1间接
PyPInbformat5.10.4间接
PyPInest-asyncio1.6.0间接
PyPInetworkx3.6.1间接
PyPInodeenv1.10.0间接
PyPInotebook7.6.0间接
PyPInotebook-shim0.2.4间接
PyPInum2words0.5.14间接
PyPInumba0.66.0间接
PyPInvidia-cublas-cu1212.8.4.1间接
PyPInvidia-cuda-cupti-cu1212.8.90间接
PyPInvidia-cuda-nvrtc-cu1212.8.93间接
PyPInvidia-cuda-runtime-cu1212.8.90间接
PyPInvidia-cudnn-cu129.19.0.56间接
PyPInvidia-cufft-cu1211.3.3.83间接
PyPInvidia-cufile-cu121.13.1.3间接
PyPInvidia-curand-cu1210.3.9.90间接
PyPInvidia-cusolver-cu1211.7.3.90间接
PyPInvidia-cusparse-cu1212.5.8.93间接
PyPInvidia-cusparselt-cu120.7.1间接
PyPInvidia-nccl-cu122.28.9间接
PyPInvidia-nvjitlink-cu1212.8.93间接
PyPInvidia-nvshmem-cu123.4.5间接
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原始 JSON 报告 机器可读
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          {
            "name": "Dependency-Update-Tool",
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            "name": "Fuzzing",
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          {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 69,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 6.9
            },
            "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 20/30 approved changesets -- score normalized to 6",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 15 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 8 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 not run on all commits -- score normalized to 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "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": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 9
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 73,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 4238
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 77,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "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": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 188833,
              "source_files_sampled": 752,
              "oversized_source_files": 12
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "12/752 source files over 60KB",
                "points": 54.1,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 752,
                      "oversized": 12
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "src/lerobot/transport/services.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "src/lerobot/transport/services.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "src/lerobot/transport/services.proto"
                    }
                  }
                ],
                "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, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "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": "2026-07-17T18:01:55.855528Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/huggingface/lerobot.svg",
  "full_name": "huggingface/lerobot",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.12.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.