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eternity4719/HowToLiveBetter

Breakoutrank #24

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61.9k+19.8k · 7d 5.2k 252est. CC-BY-4.0HTMLpushed 14h ago

Composite

76

conf 65%

Momentum

79

conf 60%

Vitality (PVI)

80

conf 67%

Community

66

conf 60%

Security & maint.

91

conf 85%

Ecosystem influence

59

conf 60%

Opportunity

68

conf 60%

Breakout · 7d

76%

conf 71%

Executive summary

HowToLiveBetter is currently classified as breakout with a composite score of 76/100. Momentum (79) and vitality (80) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 19,847 stars against a 61.9k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 76%.

Analyst note

AI-drafted · numbers from tracked data

The momentum-vs-vitality relationship appears to be positive, indicating that the project is gaining traction and has a high likelihood of success. However, this does not necessarily mean it's the best time to adopt or build on it now. The 7-day breakout probability of 76% suggests that there may be some uncertainty about whether the momentum will continue in the short term, which could impact adoption decisions.

90-day trajectory

+79.2k · 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%54
Fork velocityest.10%100
Contributor growthest.10%98
Issue activity growthest.10%43
PR activity growthest.10%71
External mention velocityest.10%100
Release event impactest.5%62
Trending-rank persistenceest.5%33

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

Project Vitality Index

Commit consistency20%98
Release cadenceest.15%66
PR responsivenessest.15%81
Issue responsivenessest.15%78
Contributor diversityest.10%89
Maintainer continuityest.10%75
Documentation qualityest.5%79
Dependency freshnessest.5%58
Security hygieneest.5%58

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

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%98
Dependency stalenessest.15%55
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%90
Quality-weighted dependentsest.20%69
Documentation citationsest.15%38
Contributor overlapest.15%28
Registry adoptionest.10%68
Topic centralityest.10%11

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