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semantica-agi/semantica

Emergingrank #138

Graph-Native Infrastructure for Context and Accountable AI Systems

13.6k+794 · 7d 1.6k 80est. MITPythonpushed 5m ago
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Composite

70

conf 65%

Momentum

67

conf 60%

Vitality (PVI)

70

conf 67%

Community

55

conf 60%

Security & maint.

90

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

70

conf 60%

Breakout · 7d

74%

conf 71%

Executive summary

semantica is currently classified as emerging with a composite score of 70/100. Momentum (67) and vitality (70) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 794 stars against a 13.6k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 74%.

90-day trajectory

+2.9k · 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%81
Star accelerationest.15%58
Fork velocityest.10%75
Contributor growthest.10%65
Issue activity growthest.10%63
PR activity growthest.10%50
External mention velocityest.10%56
Release event impactest.5%68
Trending-rank persistenceest.5%72

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%63
PR responsivenessest.15%50
Issue responsivenessest.15%60
Contributor diversityest.10%71
Maintainer continuityest.10%74
Documentation qualityest.5%61
Dependency freshnessest.5%73
Security hygieneest.5%48

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%60
Bus factorest.15%82

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

Ecosystem influence

Dependent repositoriesest.30%79
Quality-weighted dependentsest.20%57
Documentation citationsest.15%58
Contributor overlapest.15%74
Registry adoptionest.10%71
Topic centralityest.10%100

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