karpathy/autoresearch vs matterport/mask_rcnn
Both showing Mixed signals — pick on fit, not health
As of June 2026, autoresearch and mask_rcnn both show mixed maintenance signals. autoresearch last saw a commit 2 months ago with 9+ active contributors, while mask_rcnn last saw a commit 2 years ago with 31+ 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
Maintenance signals: commit recency, contributor breadth, bus factor, license, CI, tests
matterport/mask_rcnn →
Stale — last commit 2y ago
non-standard license (Other); last commit was 2y ago…
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
last commit was 2y ago; Scorecard "Branch-Protection" is 0/10…
- ⚠Stale — last commit 2y ago
- ⚠Non-standard license (Other) — review terms
- ⚠No CI workflows detected
- ⚠No test directory detected
- ⚠Scorecard: marked unmaintained (0/10)
- ⚠Scorecard: default branch unprotected (0/10)
- ✓31+ active contributors
- ✓Distributed ownership (top contributor 45% of recent commits)
- ✓Other licensed
What would improve this?
- →Use as dependency Concerns → Mixed if: clarify license terms
- →Deploy as-is Mixed → Healthy if: 1 commit in the last 180 days; bring "Branch-Protection" to ≥3/10 (see scorecard report)
Maintenance signals: commit recency, contributor breadth, bus factor, license, CI, tests + OpenSSF Scorecard
Signal-by-signal breakdown
| autoresearch | mask_rcnn | |
|---|---|---|
| Stars | 79,838 | 25,560 |
| Last commit | 2mo ago | 2y ago |
| License | — | Other |
| Open issues | 186 | 2,021 |
| Has tests | — | — |
| Has CI | — | — |
| Test coverage | 0% | 0% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Mixed signals | Mixed signals |
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