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obra/superpowers

Breakoutrank #25

An agentic skills framework & software development methodology that works.

293.7k+16.8k · 7d 26.3k 508est. MITShellpushed 4d ago
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Composite

76

conf 65%

Momentum

75

conf 60%

Vitality (PVI)

72

conf 67%

Community

70

conf 60%

Security & maint.

88

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 (72) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 16,798 stars against a 293.7k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 73%.

Analyst note

AI-drafted · numbers from tracked data

The relationship between momentum and vitality suggests that a project's initial momentum (75/100) is likely to be sustained if it has the potential for significant growth, as indicated by a 7-day breakout probability of 73%. This implies that adopting or building on this project now may be beneficial if its vitality can generate substantial user engagement.

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

+68.2k · 30d
2026-07-042026-10-01

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%47
PR activity growthest.10%69
External mention velocityest.10%55
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%86
Release cadenceest.15%68
PR responsivenessest.15%75
Issue responsivenessest.15%49
Contributor diversityest.10%100
Maintainer continuityest.10%42
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%89
License clarity20%92
Maintenance status25%86
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