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JuliusBrussee/caveman

Breakoutrank #59

🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.

111.4k+9.8k · 7d 6.5k 272est. Apache-2.0Gopushed 15h ago
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Composite

74

conf 65%

Momentum

78

conf 60%

Vitality (PVI)

72

conf 67%

Community

59

conf 60%

Security & maint.

90

conf 85%

Ecosystem influence

70

conf 60%

Opportunity

62

conf 60%

Breakout · 7d

86%

conf 71%

Executive summary

caveman is currently classified as breakout with a composite score of 74/100. Momentum (78) and vitality (72) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 9,824 stars against a 111.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 86%.

Video breakdown

@gptaiclips on YouTube
Claude Fable 5 Talks Too Much… This Fixes It #ShortsClaude Fable 5 Talks Too Much… This Fixes It #Shorts3mo ago

90-day trajectory

+35.6k · 30d
2026-07-162026-10-13

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%59
Fork velocityest.10%100
Contributor growthest.10%61
Issue activity growthest.10%68
PR activity growthest.10%69
External mention velocityest.10%87
Release event impactest.5%68
Trending-rank persistenceest.5%40

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

Project Vitality Index

Commit consistency20%98
Release cadenceest.15%60
PR responsivenessest.15%62
Issue responsivenessest.15%67
Contributor diversityest.10%90
Maintainer continuityest.10%50
Documentation qualityest.5%61
Dependency freshnessest.5%52
Security hygieneest.5%82

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

Security & maintenance

Release recency25%98
License clarity20%92
Maintenance status25%98
Dependency stalenessest.15%66
Bus factorest.15%82

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

Ecosystem influence

Dependent repositoriesest.30%92
Quality-weighted dependentsest.20%70
Documentation citationsest.15%31
Contributor overlapest.15%68
Registry adoptionest.10%34
Topic centralityest.10%100

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