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Signals
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antiwork/gumroad

Coolingrank #200

See what sticks

9.8k+76 · 7d 2k 124est. MITRubypushed 5m ago
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Composite

64

conf 65%

Momentum

44

conf 60%

Vitality (PVI)

73

conf 67%

Community

66

conf 60%

Security & maint.

94

conf 85%

Ecosystem influence

61

conf 60%

Opportunity

49

conf 60%

Breakout · 7d

16%

conf 71%

Executive summary

gumroad is currently classified as cooling with a composite score of 64/100. Momentum (44) and vitality (73) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 76 stars against a 9.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 16%.

Video breakdown

@gptaiclips on YouTube
Digital Link Bank: $49.5K From One $99 Toolkit (Obsidian + Zapier + Gumroad) #shortsDigital Link Bank: $49.5K From One $99 Toolkit (Obsidian + Zapier + Gumroad) #shorts5mo agoDigital Link Bank: $49.5K From One $99 Toolkit (Obsidian + Zapier + Gumroad) #shortsDigital Link Bank: $49.5K From One $99 Toolkit (Obsidian + Zapier + Gumroad) #shorts5mo ago

90-day trajectory

+453 · 30d
2026-07-052026-10-02

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%52
Star accelerationest.15%36
Fork velocityest.10%30
Contributor growthest.10%51
Issue activity growthest.10%21
PR activity growthest.10%80
External mention velocityest.10%7
Release event impactest.5%84
Trending-rank persistenceest.5%44

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%67
PR responsivenessest.15%36
Issue responsivenessest.15%86
Contributor diversityest.10%78
Maintainer continuityest.10%65
Documentation qualityest.5%83
Dependency freshnessest.5%84
Security hygieneest.5%35

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%77
Bus factorest.15%92

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

Ecosystem influence

Dependent repositoriesest.30%82
Quality-weighted dependentsest.20%59
Documentation citationsest.15%78
Contributor overlapest.15%48
Registry adoptionest.10%57
Topic centralityest.10%3

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