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garrytan/gbrain

Establishedrank #169

Garry's Opinionated OpenClaw/Hermes Agent Brain

30.8k+614 · 7d 4.6k 226est. MITTypeScriptpushed 4m ago
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Composite

67

conf 65%

Momentum

59

conf 60%

Vitality (PVI)

76

conf 67%

Community

56

conf 60%

Security & maint.

88

conf 85%

Ecosystem influence

59

conf 60%

Opportunity

58

conf 60%

Breakout · 7d

11%

conf 71%

Executive summary

gbrain is currently classified as established with a composite score of 67/100. Momentum (59) and vitality (76) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 614 stars against a 30.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 11%.

Video breakdown

@gptaiclips on YouTube
4 Trending GitHub Repos Every AI Dev Needs (April 2026) #Shorts4 Trending GitHub Repos Every AI Dev Needs (April 2026) #Shorts6mo ago

90-day trajectory

+4.4k · 30d
2026-07-152026-10-12

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%77
Star accelerationest.15%30
Fork velocityest.10%70
Contributor growthest.10%66
Issue activity growthest.10%60
PR activity growthest.10%82
External mention velocityest.10%18
Release event impactest.5%68
Trending-rank persistenceest.5%36

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%94
PR responsivenessest.15%78
Issue responsivenessest.15%53
Contributor diversityest.10%87
Maintainer continuityest.10%51
Documentation qualityest.5%70
Dependency freshnessest.5%48
Security hygieneest.5%45

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%52
Bus factorest.15%80

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%89
Quality-weighted dependentsest.20%76
Documentation citationsest.15%51
Contributor overlapest.15%43
Registry adoptionest.10%24
Topic centralityest.10%5

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption