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msitarzewski/agency-agents

Saturatedrank #104

A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.

157k+4.3k · 7d 25.3k 441est. MITShellpushed 17h ago
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Composite

71

conf 65%

Momentum

69

conf 60%

Vitality (PVI)

72

conf 67%

Community

62

conf 60%

Security & maint.

90

conf 85%

Ecosystem influence

64

conf 60%

Opportunity

64

conf 60%

Breakout · 7d

22%

conf 71%

Executive summary

agency-agents is currently classified as saturated with a composite score of 71/100. Momentum (69) and vitality (72) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 4,274 stars against a 157k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 22%.

90-day trajectory

+27.1k · 30d
2026-07-082026-10-05

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%34
Fork velocityest.10%93
Contributor growthest.10%95
Issue activity growthest.10%51
PR activity growthest.10%66
External mention velocityest.10%25
Release event impactest.5%76
Trending-rank persistenceest.5%47

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

Project Vitality Index

Commit consistency20%98
Release cadenceest.15%73
PR responsivenessest.15%56
Issue responsivenessest.15%61
Contributor diversityest.10%98
Maintainer continuityest.10%57
Documentation qualityest.5%71
Dependency freshnessest.5%47
Security hygieneest.5%53

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

Security & maintenance

Release recency25%98
License clarity20%92
Maintenance status25%98
Dependency stalenessest.15%53
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%73
Documentation citationsest.15%39
Contributor overlapest.15%56
Registry adoptionest.10%49
Topic centralityest.10%1

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