karpathy/autoresearch vs psf/black
psf/black shows stronger signals overall
As of June 2026, black shows healthier maintenance signals than autoresearch. black rates Healthy overall while autoresearch rates Mixed. autoresearch last saw a commit 3 months ago with 9+ active contributors, while black was committed to 3 days ago with 36+ active contributors. Neither has known critical or high-severity CVEs in its dependency tree.
Informational only. RepoPilot summarises public signals at the time of analysis. Not professional, security, or legal advice.
karpathy/autoresearch →
Missing license — unclear to depend on
no license — legally unclear; no tests detected…
no license — can't legally use code; no tests detected…
Documented and popular — useful reference codebase to read through.
no license — can't legally use code; no CI workflows detected
- ⚠Concentrated ownership — top contributor handles 78% of recent commits
- ⚠No license — legally unclear to depend on
- ⚠No CI workflows detected
- ⚠No test directory detected
- ✓Last commit 6w ago
- ✓9 active contributors
What would improve this?
- →Use as dependency Concerns → Mixed if: publish a permissive license (MIT, Apache-2.0, etc.)
- →Fork & modify Concerns → Mixed if: add a LICENSE file
- →Deploy as-is Concerns → Mixed if: add a LICENSE file
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests
psf/black →
Healthy across the board
Permissive license, no critical CVEs, actively maintained — safe to depend on.
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
No critical CVEs, sane security posture — runnable as-is.
- ✓Last commit 3d ago
- ✓36+ active contributors
- ✓Distributed ownership (top contributor 20% of recent commits)
- ✓MIT licensed
- ✓CI configured
- ✓Tests present
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests, cross-checked against dependency CVEs from deps.dev and OpenSSF Scorecard
Signal-by-signal breakdown
| autoresearch | black | |
|---|---|---|
| Stars | 79,838 | 41,584 |
| Last commit | 3mo ago | 3d ago |
| License | — | MIT |
| Open issues | 186 | 286 |
| Has tests | — | ✓ |
| Has CI | — | ✓ |
| Test coverage | 0% | 100% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Mixed signals | Healthy signals |
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