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Signals
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ultraworkers/claw-code

Saturatedrank #33

An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.

194.9k+7.3k · 7d 108k 1.1kest. MITRustpushed 18h ago
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Composite

76

conf 65%

Momentum

69

conf 60%

Vitality (PVI)

84

conf 67%

Community

64

conf 60%

Security & maint.

89

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

71

conf 60%

Breakout · 7d

33%

conf 71%

Executive summary

claw-code is currently classified as saturated with a composite score of 76/100. Momentum (69) and vitality (84) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 7,273 stars against a 194.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 33%.

90-day trajectory

+39.2k · 30d
2026-07-172026-10-14

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%40
Fork velocityest.10%100
Contributor growthest.10%100
Issue activity growthest.10%10
PR activity growthest.10%81
External mention velocityest.10%35
Release event impactest.5%72
Trending-rank persistenceest.5%37

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

Project Vitality Index

Commit consistency20%98
Release cadenceest.15%66
PR responsivenessest.15%93
Issue responsivenessest.15%90
Contributor diversityest.10%100
Maintainer continuityest.10%60
Documentation qualityest.5%68
Dependency freshnessest.5%82
Security hygieneest.5%73

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

Security & maintenance

Release recency25%98
License clarity20%92
Maintenance status25%98
Dependency stalenessest.15%45
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%87
Documentation citationsest.15%82
Contributor overlapest.15%56
Registry adoptionest.10%27
Topic centralityest.10%12

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