Skip to content
Tech wire
Zuckerberg manifesto sketches out Meta's ambitions for world-changing AI technologyThe Washington PostOpen-Source AI ModelsTrend HunterHugging Face hack marks start of dangerous AI cyber era and many firms 'don't even know it'cnbc.comNorth Korea’s hackers using AI for attacks, cybersecurity firm saysAl JazeeraAttackers are targeting open-source AI just as Big Tech is embracing itDefense OneTech leaders say AI means less work - their staff say they work up to 90 hours a weekBBCWhat Is Open-Weights A.I.?The New York TimesAI agent went rogue and hacked startup by itself, OpenAI revealsThe GuardianOpen Weights and American AI LeadershipMicrosoftMicrosoft, tech companies throw weight behind spread of open-source AICyberScoopAsserting American Leadership in Open Source AIAndreessen HorowitzCISA guidance targets water sector security, open source AI and moreFederal News NetworkMicrosoft Releases Open Source AI Safety Tools for Agent DevelopmentCampus TechnologyNVIDIA Releases Major Collection of Open Source Agent Tools and Skills for Physical AINVIDIA Newsroom

ruvnet/ruflo

Breakoutrank #15

🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

67.6k+4.1k · 7d 8.1k 225est. MITTypeScriptpushed 1h ago
Compare View on GitHub

Composite

77

conf 65%

Momentum

78

conf 60%

Vitality (PVI)

78

conf 67%

Community

69

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

73

conf 60%

Opportunity

68

conf 60%

Breakout · 7d

82%

conf 71%

Executive summary

ruflo is currently classified as breakout with a composite score of 77/100. Momentum (78) and vitality (78) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 4,115 stars against a 67.6k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 82%.

90-day trajectory

+15.4k · 30d
2026-05-142026-08-11

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%57
Fork velocityest.10%100
Contributor growthest.10%76
Issue activity growthest.10%87
PR activity growthest.10%53
External mention velocityest.10%58
Release event impactest.5%63
Trending-rank persistenceest.5%76

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%79
PR responsivenessest.15%80
Issue responsivenessest.15%45
Contributor diversityest.10%87
Maintainer continuityest.10%90
Documentation qualityest.5%78
Dependency freshnessest.5%75
Security hygieneest.5%35

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%42
Bus factorest.15%80

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

Ecosystem influence

Dependent repositoriesest.30%94
Quality-weighted dependentsest.20%65
Documentation citationsest.15%32
Contributor overlapest.15%63
Registry adoptionest.10%74
Topic centralityest.10%100

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