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jaredpalmer/kev

Establishedrank #93

Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own

7.3k+4.5k · 7d 443 61est. Apache-2.0Pythonpushed 35m ago
Compare View on GitHub

Composite

72

conf 65%

Momentum

71

conf 60%

Vitality (PVI)

73

conf 67%

Community

67

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

60

conf 60%

Opportunity

56

conf 60%

Breakout · 7d

25%

conf 71%

Executive summary

kev is currently classified as established with a composite score of 72/100. Momentum (71) and vitality (73) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 4,485 stars against a 7.3k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 25%.

90-day trajectory

+27.5k · 30d
2026-06-302026-09-27

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%35
Fork velocityest.10%94
Contributor growthest.10%48
Issue activity growthest.10%37
PR activity growthest.10%79
External mention velocityest.10%100
Release event impactest.5%76
Trending-rank persistenceest.5%31

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%75
PR responsivenessest.15%67
Issue responsivenessest.15%72
Contributor diversityest.10%66
Maintainer continuityest.10%57
Documentation qualityest.5%87
Dependency freshnessest.5%55
Security hygieneest.5%38

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%59
Bus factorest.15%64

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

Ecosystem influence

Dependent repositoriesest.30%68
Quality-weighted dependentsest.20%55
Documentation citationsest.15%69
Contributor overlapest.15%39
Registry adoptionest.10%40
Topic centralityest.10%79

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