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Graphify-Labs/graphify

Breakoutrank #6

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

104.8k+18.9k · 7d 10.2k 252est. Apache-2.0Pythonpushed 10h ago
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Composite

77

conf 65%

Momentum

81

conf 60%

Vitality (PVI)

66

conf 67%

Community

74

conf 60%

Security & maint.

96

conf 85%

Ecosystem influence

75

conf 60%

Opportunity

66

conf 60%

Breakout · 7d

81%

conf 71%

Executive summary

graphify is currently classified as breakout with a composite score of 77/100. Momentum (81) and vitality (66) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 18,905 stars against a 104.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 81%.

90-day trajectory

+72.6k · 30d
2026-05-132026-08-10

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%56
Fork velocityest.10%100
Contributor growthest.10%85
Issue activity growthest.10%90
PR activity growthest.10%42
External mention velocityest.10%100
Release event impactest.5%64
Trending-rank persistenceest.5%60

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

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%78
PR responsivenessest.15%47
Issue responsivenessest.15%39
Contributor diversityest.10%89
Maintainer continuityest.10%49
Documentation qualityest.5%56
Dependency freshnessest.5%50
Security hygieneest.5%41

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

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%86
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%96
Quality-weighted dependentsest.20%71
Documentation citationsest.15%77
Contributor overlapest.15%35
Registry adoptionest.10%50
Topic centralityest.10%100

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