01 / SCAN
Universe Discovery
Weekly screen of 8,000+ Alpaca stocks. Momentum pre-filter → fundamental check → Claude AI deep research → dynamic watchlist.
02 / SIGNAL
Pre-Market Signals
08:30 ET every trading day: risk-adjusted momentum, RSI 14, MACD 12/26/9 scored and cached. Claude detects macro regime.
03 / SIZE
Portfolio Construction
Inverse-volatility risk parity blended 50/50 with Kelly Criterion. Earnings calendar penalty. Max 40% per position.
04 / GUARD
Risk Management
Per-position stop-loss, portfolio circuit breaker, correlation monitoring, VaR 95% tracking — checked every 15 minutes.