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anthropics/skills

Establishedrank #163

Public repository for Agent Skills

184.9k+12.1k · 7d 21.9k 646est. NOASSERTIONPythonpushed 1d ago
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Composite

72

conf 65%

Momentum

74

conf 60%

Vitality (PVI)

74

conf 67%

Community

57

conf 60%

Security & maint.

76

conf 85%

Ecosystem influence

73

conf 60%

Opportunity

62

conf 60%

Breakout · 7d

58%

conf 71%

Executive summary

skills is currently classified as established with a composite score of 72/100. Momentum (74) and vitality (74) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 12,147 stars against a 184.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 58%.

Video breakdown

@gptaiclips on YouTube
I Gave Claude an Entire Reverse-Engineering Playbook #shortsI Gave Claude an Entire Reverse-Engineering Playbook #shorts3mo agoI replaced a $5K/mo growth agency with Claude Code and this GitHub repo #ShortsI replaced a $5K/mo growth agency with Claude Code and this GitHub repo #Shorts3mo agoxAI Just Open-Sourced Its Claude Code CompetitorxAI Just Open-Sourced Its Claude Code Competitor4mo ago

90-day trajectory

+49.5k · 30d
2026-08-022026-10-30

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%76
Issue activity growthest.10%73
PR activity growthest.10%48
External mention velocityest.10%63
Release event impactest.5%62
Trending-rank persistenceest.5%38

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

Project Vitality Index

Commit consistency20%95
Release cadenceest.15%84
PR responsivenessest.15%53
Issue responsivenessest.15%36
Contributor diversityest.10%100
Maintainer continuityest.10%81
Documentation qualityest.5%85
Dependency freshnessest.5%81
Security hygieneest.5%45

Model tn-interpretable-1.0.0 · confidence 67% · coverage 92% · missing: licenseClarity

Security & maintenance

Release recency25%96
License clarity20%30
Maintenance status25%95
Dependency stalenessest.15%57
Bus factorest.15%92

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%90
Documentation citationsest.15%40
Contributor overlapest.15%62
Registry adoptionest.10%34
Topic centralityest.10%62

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