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obra/superpowers

Breakoutrank #33

An agentic skills framework & software development methodology that works.

299.4k+16.5k · 7d 26.7k 513est. MITShellpushed 6d ago
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Composite

76

conf 65%

Momentum

75

conf 60%

Vitality (PVI)

73

conf 67%

Community

70

conf 60%

Security & maint.

86

conf 85%

Ecosystem influence

77

conf 60%

Opportunity

72

conf 60%

Breakout · 7d

73%

conf 71%

Executive summary

superpowers is currently classified as breakout with a composite score of 76/100. Momentum (75) and vitality (73) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 16,458 stars against a 299.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 73%.

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

+66.8k · 30d
2026-07-192026-10-16

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%100
Star accelerationest.15%53
Fork velocityest.10%100
Contributor growthest.10%100
Issue activity growthest.10%48
PR activity growthest.10%69
External mention velocityest.10%52
Release event impactest.5%64
Trending-rank persistenceest.5%35

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

Project Vitality Index

Commit consistency20%81
Release cadenceest.15%68
PR responsivenessest.15%75
Issue responsivenessest.15%48
Contributor diversityest.10%100
Maintainer continuityest.10%64
Documentation qualityest.5%83
Dependency freshnessest.5%82
Security hygieneest.5%71

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

Security & maintenance

Release recency25%86
License clarity20%92
Maintenance status25%81
Dependency stalenessest.15%78
Bus factorest.15%96

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%81
Documentation citationsest.15%61
Contributor overlapest.15%61
Registry adoptionest.10%28
Topic centralityest.10%100

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