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shanraisshan/claude-code-best-practice

Establishedrank #72

from vibe coding to agentic engineering - practice makes claude perfect

67.5k+1.6k · 7d 6.7k 306est. MITHTMLpushed 3h ago

Composite

73

conf 65%

Momentum

65

conf 60%

Vitality (PVI)

82

conf 67%

Community

62

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

70

conf 60%

Opportunity

67

conf 60%

Breakout · 7d

31%

conf 71%

Executive summary

claude-code-best-practice is currently classified as established with a composite score of 73/100. Momentum (65) and vitality (82) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 1,598 stars against a 67.5k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 31%.

Video breakdown

@gptaiclips on YouTube

90-day trajectory

+8.6k · 30d
2026-07-162026-10-13

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%89
Star accelerationest.15%40
Fork velocityest.10%86
Contributor growthest.10%86
Issue activity growthest.10%37
PR activity growthest.10%56
External mention velocityest.10%22
Release event impactest.5%84
Trending-rank persistenceest.5%75

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%94
PR responsivenessest.15%74
Issue responsivenessest.15%67
Contributor diversityest.10%92
Maintainer continuityest.10%64
Documentation qualityest.5%88
Dependency freshnessest.5%58
Security hygieneest.5%67

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%56
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%93
Quality-weighted dependentsest.20%83
Documentation citationsest.15%37
Contributor overlapest.15%50
Registry adoptionest.10%21
Topic centralityest.10%100

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