feat: Smart AI Trading Bot for XAUUSD with ML and SMC

- XGBoost ML model with 37 features for market direction prediction
- Smart Money Concepts (SMC): Order Blocks, FVG, BOS, CHoCH
- HMM market regime detection (trending/ranging/volatile)
- ATR-based stop loss with 1.5 ATR minimum distance
- Broker-level SL protection with fallback
- Time-based exit (max 6 hours per trade)
- Session-aware trading optimized for London/NY overlap
- Auto-retraining based on market conditions
- Telegram notifications and web dashboard
- Backtest results: 63.9% win rate, 2.64 profit factor, 4.83 Sharpe

Backtest period: Jan 2025 - Feb 2026, 654 trades, $4,189 net P/L

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

modify_tp.py

@@ -0,0 +1,57 @@
+"""Modify TP of open positions to closer targets."""
+import os
+from dotenv import load_dotenv
+load_dotenv()
+
+import MetaTrader5 as mt5
+
+# Connect
+mt5.initialize(
+    login=int(os.getenv("MT5_LOGIN")),
+    password=os.getenv("MT5_PASSWORD"),
+    server=os.getenv("MT5_SERVER"),
+    path=os.getenv("MT5_PATH"),
+)
+
+# Get current tick
+tick = mt5.symbol_info_tick("XAUUSD")
+current_price = tick.bid
+print(f"Current price: {current_price:.2f}")
+
+# Get open positions
+positions = mt5.positions_get()
+if positions:
+    for pos in positions:
+        print(f"\n#{pos.ticket} | {'BUY' if pos.type == 0 else 'SELL'} {pos.volume} {pos.symbol}")
+        print(f"   Open: {pos.price_open:.2f} | Current: {pos.price_current:.2f}")
+        print(f"   Current SL: {pos.sl:.2f} | Current TP: {pos.tp:.2f}")
+        print(f"   Profit: ${pos.profit:,.2f}")
+
+        # Set TP 5 points above current to lock in profits
+        if pos.type == 0:  # BUY
+            new_tp = current_price + 5  # 5 points above current for quick TP
+            new_sl = pos.price_open - 10   # Tighter stop loss (protect profit)
+        else:  # SELL
+            new_tp = current_price - 5
+            new_sl = pos.price_open + 10
+
+        print(f"   New SL: {new_sl:.2f} | New TP: {new_tp:.2f}")
+
+        # Modify position
+        request = {
+            "action": mt5.TRADE_ACTION_SLTP,
+            "symbol": pos.symbol,
+            "position": pos.ticket,
+            "sl": new_sl,
+            "tp": new_tp,
+        }
+
+        result = mt5.order_send(request)
+        if result.retcode == mt5.TRADE_RETCODE_DONE:
+            print(f"   MODIFIED successfully!")
+        else:
+            print(f"   Failed to modify: {result.comment} (code: {result.retcode})")
+else:
+    print("No open positions")
+
+mt5.shutdown()