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aaif-goose/goose

Establishedrank #112

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

54.7k+395 · 7d 6.3k 193est. Apache-2.0Rustpushed 2d ago
Compare View on GitHub

Composite

71

conf 65%

Momentum

62

conf 60%

Vitality (PVI)

74

conf 67%

Community

57

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

76

conf 60%

Opportunity

61

conf 60%

Breakout · 7d

33%

conf 71%

Executive summary

goose is currently classified as established with a composite score of 71/100. Momentum (62) and vitality (74) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 395 stars against a 54.7k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 33%.

Video breakdown

@gptaiclips on YouTube
Jack Dorsey's Goose AI: Open-Source Agent That Does It All #shortsJack Dorsey's Goose AI: Open-Source Agent That Does It All #shorts5mo ago

90-day trajectory

+2k · 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%72
Star accelerationest.15%41
Fork velocityest.10%56
Contributor growthest.10%83
Issue activity growthest.10%95
PR activity growthest.10%58
External mention velocityest.10%7
Release event impactest.5%87
Trending-rank persistenceest.5%61

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

Project Vitality Index

Commit consistency20%93
Release cadenceest.15%73
PR responsivenessest.15%77
Issue responsivenessest.15%46
Contributor diversityest.10%85
Maintainer continuityest.10%75
Documentation qualityest.5%85
Dependency freshnessest.5%64
Security hygieneest.5%51

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

Security & maintenance

Release recency25%94
License clarity20%92
Maintenance status25%93
Dependency stalenessest.15%82
Bus factorest.15%99

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

Ecosystem influence

Dependent repositoriesest.30%92
Quality-weighted dependentsest.20%87
Documentation citationsest.15%83
Contributor overlapest.15%37
Registry adoptionest.10%37
Topic centralityest.10%95

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