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koala73/worldmonitor

Establishedrank #30

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

88.4k+1.7k · 7d 13.5k 479est. AGPL-3.0TypeScriptpushed 4h ago
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Composite

76

conf 65%

Momentum

70

conf 60%

Vitality (PVI)

76

conf 67%

Community

67

conf 60%

Security & maint.

93

conf 85%

Ecosystem influence

81

conf 60%

Opportunity

64

conf 60%

Breakout · 7d

51%

conf 71%

Executive summary

worldmonitor is currently classified as established with a composite score of 76/100. Momentum (70) and vitality (76) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 1,700 stars against a 88.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 51%.

90-day trajectory

+7.3k · 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%90
Star accelerationest.15%50
Fork velocityest.10%86
Contributor growthest.10%86
Issue activity growthest.10%50
PR activity growthest.10%84
External mention velocityest.10%18
Release event impactest.5%72
Trending-rank persistenceest.5%72

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

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%94
PR responsivenessest.15%62
Issue responsivenessest.15%57
Contributor diversityest.10%99
Maintainer continuityest.10%41
Documentation qualityest.5%63
Dependency freshnessest.5%81
Security hygieneest.5%57

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%72
Bus factorest.15%92

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

Ecosystem influence

Dependent repositoriesest.30%99
Quality-weighted dependentsest.20%85
Documentation citationsest.15%53
Contributor overlapest.15%73
Registry adoptionest.10%49
Topic centralityest.10%100

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