TradingAgents/docs/iterations/LEARNINGS.md

2.6 KiB

Learnings Index

Last analyzed run: 2026-04-13

Domain File Last Updated One-line Summary
options_flow scanners/options_flow.md 2026-04-12 Premium filter confirmed applied; CSCO cross-scanner confluence detected; 45.6% 7d win rate
insider_buying scanners/insider_buying.md 2026-04-12 Staleness pattern (HMH 4 consecutive days); 38.1% 1d, 46.4% 7d win rates — worst volume-to-quality ratio
minervini scanners/minervini.md 2026-04-12 Best performer: 100% 1d win rate (n=3), +3.68% avg; 7 candidates in Apr 6-12 week
analyst_upgrades scanners/analyst_upgrades.md 2026-04-12 50% 7d win rate (breakeven); cross-scanner confluence with options_flow is positive signal
earnings_calendar scanners/earnings_calendar.md 2026-04-12 Appears as earnings_play; 38.1% 1d, 37.7% 7d — poor; best setups require high short interest
pipeline/scoring pipeline/scoring.md 2026-04-12 stats summary now surfaces worst performers; news_catalyst 0% 7d, social_hype 14.3% 7d — worst strategies
early_accumulation scanners/early_accumulation.md 2026-04-12 Sub-threshold (score=60); no catalyst → structurally score-capped by ranker
social_dd scanners/social_dd.md 2026-04-12 Sub-threshold (score=56); BUT 55% 30d win rate — diverges from social_hype; ranker may be suppressing it incorrectly
volume_accumulation scanners/volume_accumulation.md No data yet
short_squeeze scanners/short_squeeze.md 2026-04-13 First real data: 60% 7d win rate, +2.15% avg 7d (n=10) — best 7d performer; DTC now surfaced in context

Research

Title File Date Summary
Short Interest Squeeze Scanner research/2026-04-12-short-interest-squeeze.md 2026-04-12 High SI (>20%) + DTC >5 as squeeze-risk discovery; implemented as short_squeeze scanner
52-Week High Breakout Momentum research/2026-04-13-52-week-high-breakout.md 2026-04-13 George & Hwang (2004) validated: 52w high crossing + 1.5x volume = 72% win rate, +11.4% avg over 31d; implemented as high_52w_breakout scanner
reddit_dd scanners/reddit_dd.md No data yet
reddit_trending scanners/reddit_trending.md No data yet
semantic_news scanners/semantic_news.md No data yet
market_movers scanners/market_movers.md No data yet
technical_breakout scanners/technical_breakout.md No data yet
sector_rotation scanners/sector_rotation.md No data yet
ml_signal scanners/ml_signal.md No data yet