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repowise-dev/repowise

Emergingrank #76

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

8.1k+1.1k · 7d 967 73est. AGPL-3.0Pythonpushed 12m ago
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Composite

72

conf 65%

Momentum

70

conf 60%

Vitality (PVI)

73

conf 67%

Community

65

conf 60%

Security & maint.

86

conf 85%

Ecosystem influence

69

conf 60%

Opportunity

72

conf 60%

Breakout · 7d

79%

conf 71%

Executive summary

repowise is currently classified as emerging with a composite score of 72/100. Momentum (70) and vitality (73) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 1,116 stars against a 8.1k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 79%.

90-day trajectory

+4k · 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%85
Star accelerationest.15%60
Fork velocityest.10%79
Contributor growthest.10%58
Issue activity growthest.10%53
PR activity growthest.10%57
External mention velocityest.10%100
Release event impactest.5%68
Trending-rank persistenceest.5%45

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%76
PR responsivenessest.15%53
Issue responsivenessest.15%50
Contributor diversityest.10%69
Maintainer continuityest.10%71
Documentation qualityest.5%80
Dependency freshnessest.5%81
Security hygieneest.5%75

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%41
Bus factorest.15%73

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

Ecosystem influence

Dependent repositoriesest.30%75
Quality-weighted dependentsest.20%72
Documentation citationsest.15%39
Contributor overlapest.15%72
Registry adoptionest.10%60
Topic centralityest.10%100

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