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HKUDS/Vibe-Trading

Breakoutrank #20

"Vibe-Trading: Your Personal Trading Agent"

30.6k+3.4k · 7d 4.9k 230est. MITPythonpushed 3m ago
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Composite

77

conf 65%

Momentum

78

conf 60%

Vitality (PVI)

85

conf 67%

Community

53

conf 60%

Security & maint.

86

conf 85%

Ecosystem influence

76

conf 60%

Opportunity

72

conf 60%

Breakout · 7d

84%

conf 71%

Executive summary

Vibe-Trading is currently classified as breakout with a composite score of 77/100. Momentum (78) and vitality (85) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 3,444 stars against a 30.6k-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

+12.7k · 30d
2026-05-142026-08-11

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%98
Star accelerationest.15%58
Fork velocityest.10%90
Contributor growthest.10%78
Issue activity growthest.10%36
PR activity growthest.10%67
External mention velocityest.10%100
Release event impactest.5%87
Trending-rank persistenceest.5%54

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%87
PR responsivenessest.15%93
Issue responsivenessest.15%73
Contributor diversityest.10%88
Maintainer continuityest.10%67
Documentation qualityest.5%80
Dependency freshnessest.5%82
Security hygieneest.5%69

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%44
Bus factorest.15%75

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

Ecosystem influence

Dependent repositoriesest.30%90
Quality-weighted dependentsest.20%63
Documentation citationsest.15%81
Contributor overlapest.15%55
Registry adoptionest.10%56
Topic centralityest.10%100

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