RepoPilot

3b1b/videos vs binary-husky/gpt_academic

Both showing Mixed signals — pick on fit, not health

As of June 2026, videos and gpt_academic both show mixed maintenance signals. videos last saw a commit 1 month ago with 3+ active contributors, while gpt_academic last saw a commit 4 months ago with 15+ active contributors. videos is Other-licensed while gpt_academic is GPL-3.0-licensed. 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.

3b1b/videos

Mixed

Single-maintainer risk — review before adopting

ConcernsDependency

non-standard license (Other); no tests detected…

HealthyFork & modify

Has a license, tests, and CI — clean foundation to fork and modify.

HealthyLearn from

Documented and popular — useful reference codebase to read through.

MixedDeploy as-is

Scorecard "Branch-Protection" is 0/10; no CI workflows detected

  • Small team — 3 contributors active in recent commits
  • Single-maintainer risk — top contributor 88% of recent commits
  • Non-standard license (Other) — review terms
  • No CI workflows detected
  • No test directory detected
  • Scorecard: default branch unprotected (0/10)
  • Last commit 2w ago
  • 3 active contributors
  • Other licensed

What would improve this?

  • Use as dependency ConcernsMixed if: clarify license terms
  • Deploy as-is MixedHealthy if: bring "Branch-Protection" to ≥3/10 (see scorecard report)

Maintenance signals: commit recency, contributor breadth, bus factor, license, CI, tests + OpenSSF Scorecard

binary-husky/gpt_academic

Mixed

Slowing — last commit 3mo ago

ConcernsDependency

copyleft license (GPL-3.0) — review compatibility

HealthyFork & modify

Has a license, tests, and CI — clean foundation to fork and modify.

HealthyLearn from

Documented and popular — useful reference codebase to read through.

HealthyDeploy as-is

No critical CVEs, sane security posture — runnable as-is.

  • Slowing — last commit 3mo ago
  • Single-maintainer risk — top contributor 80% of recent commits
  • GPL-3.0 is copyleft — check downstream compatibility
  • Last commit 3mo ago
  • 15 active contributors
  • GPL-3.0 licensed
  • CI configured
  • Tests present

What would improve this?

  • Use as dependency ConcernsMixed if: relicense under MIT/Apache-2.0 (rare for established libs)

Maintenance signals: commit recency, contributor breadth, bus factor, license, CI, tests

Signal-by-signal breakdown

videosgpt_academic
Stars10,68370,596
Last commit1mo ago4mo ago
LicenseOtherGPL-3.0
Open issues43323
Has tests
Has CI
Test coverage0%9%
Dependency CVEsNo CVEsNo CVEs
Architecture grade
Cycles
Bottom-lineMixed signalsMixed signals

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