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TauricResearch/TradingAgents

Saturatedrank #262

TradingAgents: Multi-Agents LLM Financial Trading Framework

97.4k+2k · 7d 18.7k 475est. Apache-2.0Pythonpushed 24d ago
Compare View on GitHub

Composite

64

conf 65%

Momentum

66

conf 60%

Vitality (PVI)

60

conf 67%

Community

66

conf 60%

Security & maint.

57

conf 85%

Ecosystem influence

73

conf 60%

Opportunity

59

conf 60%

Breakout · 7d

40%

conf 71%

Executive summary

TradingAgents is currently classified as saturated with a composite score of 64/100. Momentum (66) and vitality (60) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 2,007 stars against a 97.4k-star base. Risk is assessed as moderate; the interpretable model puts its probability of entering the top trend cohort within 7 days at 40%.

90-day trajectory

+9.7k · 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%92
Star accelerationest.15%45
Fork velocityest.10%91
Contributor growthest.10%100
Issue activity growthest.10%68
PR activity growthest.10%48
External mention velocityest.10%19
Release event impactest.5%28
Trending-rank persistenceest.5%39

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

Project Vitality Index

Commit consistency20%24
Release cadenceest.15%79
PR responsivenessest.15%71
Issue responsivenessest.15%55
Contributor diversityest.10%99
Maintainer continuityest.10%63
Documentation qualityest.5%62
Dependency freshnessest.5%52
Security hygieneest.5%42

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

Security & maintenance

Release recency25%43
License clarity20%92
Maintenance status25%24
Dependency stalenessest.15%66
Bus factorest.15%81

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

Ecosystem influence

Dependent repositoriesest.30%100
Quality-weighted dependentsest.20%66
Documentation citationsest.15%32
Contributor overlapest.15%58
Registry adoptionest.10%64
Topic centralityest.10%98

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