Skip to content

mattpocock/skills

Breakoutrank #1

Skills for Real Engineers. Straight from my .agents directory.

211.8k+33.3k · 7d 18.3k 416est. MITShellpushed 3d ago
CompareView on GitHub

Composite

79

conf 65%

Momentum

86

conf 60%

Vitality (PVI)

76

conf 67%

Community

62

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

76

conf 60%

Opportunity

69

conf 60%

Breakout · 7d

84%

conf 71%

Executive summary

skills is currently classified as breakout with a composite score of 79/100. Momentum (86) and vitality (76) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 33,345 stars against a 211.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 84%.

90-day trajectory

+127.1k · 30d
2026-05-132026-08-10

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%56
Fork velocityest.10%100
Contributor growthest.10%100
Issue activity growthest.10%58
PR activity growthest.10%83
External mention velocityest.10%100
Release event impactest.5%86
Trending-rank persistenceest.5%82

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

Project Vitality Index

Commit consistency20%91
Release cadenceest.15%63
PR responsivenessest.15%86
Issue responsivenessest.15%58
Contributor diversityest.10%97
Maintainer continuityest.10%47
Documentation qualityest.5%78
Dependency freshnessest.5%88
Security hygieneest.5%72

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

Security & maintenance

Release recency25%94
License clarity20%92
Maintenance status25%91
Dependency stalenessest.15%50
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%91
Documentation citationsest.15%76
Contributor overlapest.15%52
Registry adoptionest.10%79
Topic centralityest.10%4

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