Public recordExcellent
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 18:01 UTC
huggingface / lerobot
🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning
huggingface/lerobot holds a health index of 87 out of 100, placing it in the Excellent band. It scores highest on Vitality (96/100) and lowest on Security (69/100). It was last updated today. 4 contributors account for most of its recent work.
87
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
87
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
Hugging FaceOrganization
65,864 followers456 public repossince Feb 2017
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | lerobot | 0.6.0 | - | 11 | 11 days ago | lerobothuggingfaceroboticsmachine-learningartificial-intelligence |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
96
Development activity
100Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 36/36 | Commit cadence — 52/52 weeks with commits |
| 18/18 | Commit volume — 665 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 665 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 10 releases published |
| 36/36 | Release recency — latest release 11 days ago |
| 27/27 | Release cadence — a release every ~37.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 10 |
| latest_release_tag | v0.6.0 |
| releases_from_tags | no |
| days_since_latest_release | 11 |
| mean_days_between_releases | 37.6 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
95
Popularity & adoption
97Excellent
How it's scored
| 60/60 | Stars — 25,902 stars |
| 25/25 | Forks — 5,110 forks |
| 12.3/15 | Watchers — 165 watchers |
Inputs used
| forks | 5,110 |
| stars | 25,902 |
| watchers | 165 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
82
Maintainer resilience (bus factor)
85Excellent
How it's scored
| 43.2/54 | Bus factor — 4 contributor(s) cover half of all commits |
| 18.1/22.5 | Commit distribution — top contributor authored 19% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations |
Inputs used
| bus_factor | 4 |
| contributors_sampled | 100 |
| top_contributor_share | 0.194 |
Issue & PR responsiveness
66Moderate
How it's scored
| 32.5/46.8 | Issue resolution — 70% of issues closed |
| 24.6/38.3 | PR acceptance — 1,393/2,165 decided PRs merged |
| 9/15 | OpenSSF Scorecard: Code-Review — Found 20/30 approved changesets -- score normalized to 6 |
Inputs used
| merged_prs | 1,393 |
| open_issues | 418 |
| closed_issues | 956 |
| issue_closed_ratio | 0.696 |
| closed_unmerged_prs | 772 |
Ownership & stewardship
80Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 65,864 followers of huggingface |
| 25/25 | Track record — 456 public repos, account ~9 yr old |
Inputs used
| followers | 65,864 |
| owner_type | Organization |
| is_verified | — |
| owner_login | huggingface |
| public_repos | 456 |
| account_age_days | 3,442 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 11 days ago |
| 20/20 | Version history — 11 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | lerobot |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 11 |
Engineering Quality
Are baseline engineering and documentation practices in place?
88
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 14 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 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 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
80Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://huggingface.co/docs/lerobot |
| 10/10 | Repository description |
| 0/10 | Topics |
| 0/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | no |
| homepage | https://huggingface.co/docs/lerobot |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
69
Security posture
69Moderate
How it's scored
| 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 |
| 4.5/7.5 | Code-Review — Found 20/30 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 15 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 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 8 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 |
| 4.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 9 |
| 5/5 | Security-Policy — security policy file 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 |
| 2.2/7.5 | Vulnerabilities — 7 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 6.9 |
AI Readiness
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.
73
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 4,238 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 2/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
Code legibility for models
54Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 54.1/55 | Manageable file sizes — 12/752 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 188,833 |
| source_files_sampled | 752 |
| oversized_source_files | 12 |
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — src/lerobot/transport/services.proto |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | src/lerobot/transport/services.proto |
Key facts
25,902GitHub stars
100contributors
665commits, last 12 months
0days since last push
10releases
4bus factor
418open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 6.9 / 10
6.9aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 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 |
| 6 | Code-Review | Found 20/30 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 15 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 8 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 |
| 9 | SAST | SAST tool is not run on all commits -- score normalized to 9 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 8 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 3 | Vulnerabilities | 7 existing vulnerabilities detected |
Direct dependencies 16
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | torch | >=2.7,<2.12.0 | pyproject.toml |
| PyPI | torchvision | >=0.22.0,<0.27.0 | pyproject.toml |
| PyPI | numpy | >=2.0.0,<2.3.0 | pyproject.toml |
| PyPI | opencv-python-headless | >=4.9.0,<4.14.0 | pyproject.toml |
| PyPI | Pillow | >=10.0.0,<13.0.0 | pyproject.toml |
| PyPI | einops | >=0.8.0,<0.9.0 | pyproject.toml |
| PyPI | draccus | ==0.10.0 | pyproject.toml |
| PyPI | huggingface-hub | >=1.0.0,<2.0.0 | pyproject.toml |
| PyPI | requests | >=2.32.0,<3.0.0 | pyproject.toml |
| PyPI | gymnasium | >=1.1.1,<2.0.0 | pyproject.toml |
| PyPI | safetensors | >=0.4.3,<1.0.0 | pyproject.toml |
| PyPI | packaging | >=24.2,<26.0 | pyproject.toml |
| PyPI | termcolor | >=2.4.0,<4.0.0 | pyproject.toml |
| PyPI | tqdm | >=4.66.0,<5.0.0 | pyproject.toml |
| PyPI | cmake | >=3.29.0.1,<4.2.0 | pyproject.toml |
| PyPI | setuptools | >=71.0.0,<81.0.0 | pyproject.toml |
All dependencies 336
Full resolved dependency set from the GitHub dependency graph: 18 direct and 318 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | cmake | 4.1.3 | direct |
| PyPI | draccus | 0.10.0 | direct |
| PyPI | einops | 0.8.2 | direct |
| PyPI | gymnasium | 1.3.0 | direct |
| PyPI | huggingface-hub | 1.22.0 | direct |
| PyPI | numpy | 2.2.6 | direct |
| PyPI | opencv-python-headless | 4.13.0.92 | direct |
| PyPI | packaging | 25.0 | direct |
| PyPI | pillow | 12.3.0 | direct |
| PyPI | requests | 2.34.2 | direct |
| PyPI | safetensors | 0.8.0 | direct |
| PyPI | setuptools | 80.10.2 | direct |
| PyPI | termcolor | 3.3.0 | direct |
| PyPI | torch | 2.11.0 | direct |
| PyPI | torch | 2.11.0+cu128 | direct |
| PyPI | torchvision | 0.26.0 | direct |
| PyPI | torchvision | 0.26.0+cu128 | direct |
| PyPI | tqdm | 4.68.3 | direct |
| PyPI | absl-py | 2.5.0 | indirect |
| PyPI | accelerate | 1.14.0 | indirect |
| PyPI | aiohappyeyeballs | 2.7.1 | indirect |
| PyPI | aiohttp | 3.14.1 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | antlr4-python3-runtime | 4.9.3 | indirect |
| PyPI | anyio | 4.14.1 | indirect |
| PyPI | appnope | 0.1.4 | indirect |
| PyPI | argon2-cffi | 25.1.0 | indirect |
| PyPI | argon2-cffi-bindings | 25.1.0 | indirect |
| PyPI | arrow | 1.4.0 | indirect |
| PyPI | ast-serialize | 0.6.0 | indirect |
| PyPI | asttokens | 3.0.1 | indirect |
| PyPI | async-lru | 2.3.0 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | av | 15.1.0 | indirect |
| PyPI | babel | 2.18.0 | indirect |
| PyPI | bddl | 1.0.1 | indirect |
| PyPI | beautifulsoup4 | 4.15.0 | indirect |
| PyPI | bleach | 6.4.0 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | cfgv | 3.5.0 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | click | 8.4.2 | indirect |
| PyPI | cloudpickle | 3.1.2 | indirect |
| PyPI | cmeel | 0.60.1 | indirect |
| PyPI | cmeel-assimp | 5.4.3.1 | indirect |
| PyPI | cmeel-boost | 1.87.0.1 | indirect |
| PyPI | cmeel-console-bridge | 1.0.2.3 | indirect |
| PyPI | cmeel-octomap | 1.10.0 | indirect |
| PyPI | cmeel-qhull | 8.0.2.1 | indirect |
| PyPI | cmeel-tinyxml2 | 10.0.0 | indirect |
| PyPI | cmeel-urdfdom | 4.0.1 | indirect |
| PyPI | cmeel-zlib | 1.3.2 | indirect |
| PyPI | coal-library | 3.0.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | comm | 0.2.3 | indirect |
| PyPI | contourpy | 1.3.3 | indirect |
| PyPI | coverage | 7.15.0 | indirect |
| PyPI | cuda-bindings | 12.9.7 | indirect |
| PyPI | cuda-pathfinder | 1.5.6 | indirect |
| PyPI | cuda-toolkit | 12.8.1 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | datasets | 4.8.5 | indirect |
| PyPI | debugpy | 1.8.21 | indirect |
| PyPI | decorator | 5.3.1 | indirect |
| PyPI | decord | 0.6.0 | indirect |
| PyPI | deepdiff | 8.6.2 | indirect |
| PyPI | defusedxml | 0.7.1 | indirect |
| PyPI | diffusers | 0.35.2 | indirect |
| PyPI | dill | 0.4.1 | indirect |
| PyPI | distlib | 0.4.3 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | dm-control | 1.0.41 | indirect |
| PyPI | dm-env | 1.6 | indirect |
| PyPI | dm-tree | 0.1.10 | indirect |
| PyPI | dm-tree | 0.1.9 | indirect |
| PyPI | docopt | 0.6.2 | indirect |
| PyPI | dynamixel-sdk | 3.8.4 | indirect |
| PyPI | easydict | 1.13 | indirect |
| PyPI | egl-probe | 1.0.2 | indirect |
| PyPI | eigenpy | 3.10.3 | indirect |
| PyPI | eiquadprog | 1.2.9 | indirect |
| PyPI | etils | 1.14.0 | indirect |
| PyPI | evdev | 1.9.3 | indirect |
| PyPI | executing | 2.2.1 | indirect |
| PyPI | faker | 34.0.2 | indirect |
| PyPI | farama-notifications | 0.0.6 | indirect |
| PyPI | fastapi | 0.139.0 | indirect |
| PyPI | fastjsonschema | 2.21.2 | indirect |
| PyPI | feetech-servo-sdk | 1.0.0 | indirect |
| PyPI | filelock | 3.29.5 | indirect |
| PyPI | flatbuffers | 25.12.19 | indirect |
| PyPI | fonttools | 4.63.0 | indirect |
| PyPI | foxglove-sdk | 0.25.3 | indirect |
| PyPI | fqdn | 1.5.1 | indirect |
| PyPI | frozenlist | 1.8.0 | indirect |
| PyPI | fsspec | 2026.2.0 | indirect |
| PyPI | future | 1.0.0 | indirect |
| PyPI | gitdb | 4.0.12 | indirect |
| PyPI | gitpython | 3.1.50 | indirect |
| PyPI | glfw | 2.10.0 | indirect |
| PyPI | grpcio | 1.73.1 | indirect |
| PyPI | grpcio-tools | 1.73.1 | indirect |
| PyPI | gym-aloha | 0.1.4 | indirect |
| PyPI | gym-hil | 0.1.14 | indirect |
| PyPI | gym-pusht | 0.1.6 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h5py | 3.16.0 | indirect |
| PyPI | hebi-py | 2.11.0 | indirect |
| PyPI | hf-egl-probe | 1.0.2 | indirect |
| PyPI | hf-libero | 0.1.4 | indirect |
| PyPI | hf-xet | 1.5.1 | indirect |
| PyPI | hidapi | 0.14.0.post4 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httptools | 0.8.0 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | hydra-core | 1.3.4 | indirect |
| PyPI | identify | 2.6.19 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | imageio | 2.37.3 | indirect |
| PyPI | imageio-ffmpeg | 0.6.0 | indirect |
| PyPI | importlib-metadata | 9.0.0 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | ipykernel | 6.31.0 | indirect |
| PyPI | ipython | 9.15.0 | indirect |
| PyPI | ipython-pygments-lexers | 1.1.1 | indirect |
| PyPI | ipywidgets | 8.1.8 | indirect |
| PyPI | ischedule | 1.2.7 | indirect |
| PyPI | isoduration | 20.11.0 | indirect |
| PyPI | jedi | 0.20.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jiter | 0.16.0 | indirect |
| PyPI | json5 | 0.15.0 | indirect |
| PyPI | jsonlines | 4.0.0 | indirect |
| PyPI | jsonpointer | 3.1.1 | indirect |
| PyPI | jsonschema | 4.26.0 | indirect |
| PyPI | jsonschema-specifications | 2025.9.1 | indirect |
| PyPI | jupyter | 1.1.1 | indirect |
| PyPI | jupyter-builder | 1.0.2 | indirect |
| PyPI | jupyter-client | 8.9.1 | indirect |
| PyPI | jupyter-console | 6.6.3 | indirect |
| PyPI | jupyter-core | 5.9.1 | indirect |
| PyPI | jupyter-events | 0.12.1 | indirect |
| PyPI | jupyter-lsp | 2.3.1 | indirect |
| PyPI | jupyter-server | 2.20.0 | indirect |
| PyPI | jupyter-server-terminals | 0.5.4 | indirect |
| PyPI | jupyterlab | 4.6.1 | indirect |
| PyPI | jupyterlab-pygments | 0.3.0 | indirect |
| PyPI | jupyterlab-server | 2.28.0 | indirect |
| PyPI | jupyterlab-widgets | 3.0.16 | indirect |
| PyPI | jupytext | 1.19.4 | indirect |
| PyPI | kiwisolver | 1.5.0 | indirect |
| PyPI | labmaze | 1.0.6 | indirect |
| PyPI | lark | 1.3.1 | indirect |
| PyPI | lazy-loader | 0.5 | indirect |
| PyPI | lerobot | 0.6.1 | indirect |
| PyPI | librt | 0.12.0 | indirect |
| PyPI | llvmlite | 0.48.0 | indirect |
| PyPI | lxml | 6.1.1 | indirect |
| PyPI | markdown | 3.10.2 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | matplotlib | 3.11.0 | indirect |
| PyPI | matplotlib-inline | 0.2.2 | indirect |
| PyPI | mdit-py-plugins | 0.6.1 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mergedeep | 1.3.4 | indirect |
| PyPI | meshcat | 0.3.2 | indirect |
| PyPI | metaworld | 3.0.0 | indirect |
| PyPI | mistune | 3.3.2 | indirect |
| PyPI | ml-dtypes | 0.5.4 | indirect |
| PyPI | mock-serial | 0.0.1 | indirect |
| PyPI | motorbridge | 0.3.9 | indirect |
| PyPI | motorbridge-smart-servo | 0.0.4 | indirect |
| PyPI | mpmath | 1.3.0 | indirect |
| PyPI | mujoco | 3.8.1 | indirect |
| PyPI | multidict | 6.7.1 | indirect |
| PyPI | multiprocess | 0.70.19 | indirect |
| PyPI | mypy | 2.1.0 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | nbclient | 0.11.0 | indirect |
| PyPI | nbconvert | 7.17.1 | indirect |
| PyPI | nbformat | 5.10.4 | indirect |
| PyPI | nest-asyncio | 1.6.0 | indirect |
| PyPI | networkx | 3.6.1 | indirect |
| PyPI | nodeenv | 1.10.0 | indirect |
| PyPI | notebook | 7.6.0 | indirect |
| PyPI | notebook-shim | 0.2.4 | indirect |
| PyPI | num2words | 0.5.14 | indirect |
| PyPI | numba | 0.66.0 | indirect |
| PyPI | nvidia-cublas-cu12 | 12.8.4.1 | indirect |
| PyPI | nvidia-cuda-cupti-cu12 | 12.8.90 | indirect |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.8.93 | indirect |
| PyPI | nvidia-cuda-runtime-cu12 | 12.8.90 | indirect |
| PyPI | nvidia-cudnn-cu12 | 9.19.0.56 | indirect |
| PyPI | nvidia-cufft-cu12 | 11.3.3.83 | indirect |
| PyPI | nvidia-cufile-cu12 | 1.13.1.3 | indirect |
| PyPI | nvidia-curand-cu12 | 10.3.9.90 | indirect |
| PyPI | nvidia-cusolver-cu12 | 11.7.3.90 | indirect |
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{
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},
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},
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],
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{
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{
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{
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}
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},
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{
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{
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"count": 4
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}
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{
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{
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{
"key": "openssf_scorecard_contributors",
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"max_points": 10
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]
},
{
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"notes": [],
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
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"status": "partial",
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],
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{
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]
},
{
"key": "stewardship",
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"components": [
{
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"code": "owner_organization",
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],
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{
"key": "verified_domain",
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"detail": null,
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{
"key": "owner_reach",
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"count": 65864,
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{
"key": "track_record",
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"count": 456
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},
{
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]
},
{
"key": "package_maintenance",
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}
],
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{
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"details": [
{
"code": "publish_recency",
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}
],
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{
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}
],
"max_points": 20
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{
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]
}
],
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},
{
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"code": "ci_workflows",
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}
],
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{
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{
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{
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]
},
{
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"inputs": {
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{
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]
}
],
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{
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{
"key": "dangerous_workflow",
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"status": "met",
"details": [],
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{
"key": "dependency_update_tool",
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"status": "met",
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{
"key": "fuzzing",
"name": "Fuzzing",
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"status": "missed",
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{
"key": "license",
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{
"key": "maintained",
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"points": 7.5,
"status": "met",
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{
"key": "packaging",
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{
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{
"key": "sast",
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"status": "partial",
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"max_points": 5
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{
"key": "security_policy",
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"status": "met",
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{
"key": "signed_releases",
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"status": "missed",
"details": [],
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{
"key": "token_permissions",
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{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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"status": "partial",
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]
},
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],
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"assessed_self_published_locations": 9
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"components": [
{
"key": "policy_exposure_multiplier",
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"status": "met",
"details": [
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"code": "jurisdiction_no_match",
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}
],
"max_points": 100
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]
}
],
"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": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 75,
"inputs": {
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"components": [
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"key": "agent_instructions",
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"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
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"files": "AGENTS.md, CLAUDE.md"
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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],
"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": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
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}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.