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- Full pipeline: process → optimize → train → export → live - Optuna optimizer with OOS-only Sharpe scoring and prob_threshold in search space - MT5 live bridge with adaptive risk management and staged TPs - M5/M15/H1 timeframe support with per-TF Kalman, HMM, and XGBoost configs - Telegram remote control, guardian health monitor, and daily audit reports - MQL5 EA (v2.00) with ONNX inference and cent account support Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>