Regime-aware, low-frequency paper trading. Each cycle: verify market status and data freshness, read positions, determine regime, then HOLD or submit one small order on liquid symbols with a falsifiable thesis and explicit invalidation. Long-only bias, no leverage. All orders pass a deterministic local risk executor with notional and concentration caps before submission.