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firstcontributions/first-contributions

Establishedrank #128

🚀✨ Help beginners to contribute to open source projects

56.1k+187 · 7d 110.1k 1.1kest. MITUnknownpushed 6m ago
Compare View on GitHub

Composite

70

conf 65%

Momentum

54

conf 60%

Vitality (PVI)

75

conf 67%

Community

71

conf 60%

Security & maint.

91

conf 85%

Ecosystem influence

75

conf 60%

Opportunity

66

conf 60%

Breakout · 7d

36%

conf 71%

Executive summary

first-contributions is currently classified as established with a composite score of 70/100. Momentum (54) and vitality (75) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 187 stars against a 56.1k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 36%.

90-day trajectory

+890 · 30d
2026-07-012026-09-28

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%63
Star accelerationest.15%45
Fork velocityest.10%53
Contributor growthest.10%75
Issue activity growthest.10%49
PR activity growthest.10%65
External mention velocityest.10%3
Release event impactest.5%67
Trending-rank persistenceest.5%67

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%74
PR responsivenessest.15%52
Issue responsivenessest.15%51
Contributor diversityest.10%100
Maintainer continuityest.10%67
Documentation qualityest.5%81
Dependency freshnessest.5%86
Security hygieneest.5%57

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%48
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%81
Documentation citationsest.15%49
Contributor overlapest.15%59
Registry adoptionest.10%32
Topic centralityest.10%100

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