Update: sync latest notebook and add December 2025 trade performance data

analyze_mt5_profitability.py

@@ -0,0 +1,577 @@
+#!/usr/bin/env python3
+"""
+TradingBot V1.6 MT5 Profitability Analyzer
+Holt Trade-Historie aus MT5 und berechnet echte Performance
+"""
+
+import MetaTrader5 as mt
+import json
+import glob
+from datetime import datetime, timedelta
+from collections import defaultdict
+import keyring as kr
+
+
+class MT5ProfitabilityAnalyzer:
+    """Analysiert echte Trading-Performance aus MT5"""
+
+    def __init__(self, strategy_name="TradingBot_V1.6", symbol="XAUUSD"):
+        self.strategy_name = strategy_name
+        self.symbol = symbol
+        self.json_trades = []
+        self.mt5_deals = []
+        self.mt5_positions = []
+        self.matched_trades = []
+        self.stats = {}
+
+    def connect_mt5(self):
+        """Verbindet zu MT5"""
+        print("🔌 Verbinde zu MT5...")
+
+        if not mt.initialize():
+            print(f"❌ MT5 Initialisierung fehlgeschlagen: {mt.last_error()}")
+            return False
+
+        # Login (wie im Bot)
+        login = 10800246
+        server = 'VantageInternational-Demo'
+        password = kr.get_password(server, str(login))
+
+        if not mt.login(login, password, server):
+            print(f"❌ MT5 Login fehlgeschlagen: {mt.last_error()}")
+            return False
+
+        account_info = mt.account_info()
+        if account_info:
+            print(f"✅ MT5 verbunden")
+            print(f"   Account: {account_info.login}")
+            print(f"   Balance: ${account_info.balance:.2f}")
+            print(f"   Equity:  ${account_info.equity:.2f}")
+            print(f"   Profit:  ${account_info.profit:.2f}")
+
+        return True
+
+    def load_json_trades(self, json_pattern="trade_performance_v16_XAUUSD_*.json"):
+        """Lädt JSON Trade-Daten"""
+        print(f"\n📂 Lade JSON Trade-Daten...")
+
+        json_files = glob.glob(json_pattern)
+        if not json_files:
+            print(f"❌ Keine JSON-Files gefunden")
+            return False
+
+        all_trades = []
+        for file in json_files:
+            try:
+                with open(file, 'r') as f:
+                    data = json.load(f)
+                    all_trades.extend(data)
+            except Exception as e:
+                print(f"⚠️ Fehler beim Laden von {file}: {e}")
+
+        if not all_trades:
+            return False
+
+        self.json_trades = all_trades
+        print(f"✅ {len(all_trades)} JSON Trades geladen")
+        return True
+
+    def fetch_mt5_history(self, days_back=30):
+        """Holt Trade-Historie aus MT5"""
+        print(f"\n📊 Hole MT5 Trade-Historie (letzte {days_back} Tage)...")
+
+        # Zeitraum
+        date_to = datetime.now()
+        date_from = date_to - timedelta(days=days_back)
+
+        # Hole ALLE Deals für das Symbol (nicht nur mit Comment)
+        all_deals = mt.history_deals_get(date_from, date_to, symbol=self.symbol)
+
+        if all_deals is None:
+            print(f"❌ Keine Deals gefunden: {mt.last_error()}")
+            return False
+
+        print(f"📊 {len(all_deals)} Total Deals für {self.symbol} gefunden")
+
+        # Filtere nach Strategy
+        strategy_deals = [
+            deal for deal in all_deals
+            if self.strategy_name in deal.comment
+        ]
+
+        # Zähle Entry vs Exit Deals
+        entry_deals = [d for d in strategy_deals if d.entry == 0]  # IN
+        exit_deals = [d for d in strategy_deals if d.entry == 1]   # OUT
+
+        self.mt5_deals = strategy_deals
+        print(f"✅ {len(strategy_deals)} Strategy Deals gefunden:")
+        print(f"   - {len(entry_deals)} Entry Deals (entry=0)")
+        print(f"   - {len(exit_deals)} Exit Deals (entry=1)")
+
+        # Wenn keine Exit Deals, dann sind Positionen noch offen ODER
+        # sie wurden per SL/TP geschlossen (anderer Comment?)
+        if len(exit_deals) == 0:
+            print(f"\n⚠️ KEINE Exit Deals gefunden!")
+            print(f"   Das bedeutet: Positionen wurden per SL/TP geschlossen,")
+            print(f"   aber Exit-Deals haben anderen Comment (nicht '{self.strategy_name}')")
+            print(f"\n🔍 Prüfe alle Deals für Position-IDs...")
+
+            # Sammle alle Position IDs aus Entry Deals
+            entry_position_ids = set(d.position_id for d in entry_deals)
+
+            # Suche ALLE Deals mit diesen Position IDs (auch ohne Strategy Comment)
+            all_position_deals = [
+                d for d in all_deals
+                if d.position_id in entry_position_ids
+            ]
+
+            print(f"✅ {len(all_position_deals)} Deals für diese Position-IDs gefunden")
+
+            # Verwende ALLE Deals für diese Positionen
+            self.mt5_deals = all_position_deals
+
+            # Neu zählen
+            entry_deals = [d for d in all_position_deals if d.entry == 0]
+            exit_deals = [d for d in all_position_deals if d.entry == 1]
+            print(f"   - {len(entry_deals)} Entry Deals")
+            print(f"   - {len(exit_deals)} Exit Deals")
+
+        # Hole auch geschlossene Positionen
+        positions_history = mt.history_orders_get(date_from, date_to)
+
+        if positions_history:
+            strategy_positions = [
+                pos for pos in positions_history
+                if pos.symbol == self.symbol and self.strategy_name in pos.comment
+            ]
+            self.mt5_positions = strategy_positions
+            print(f"✅ {len(strategy_positions)} Order-Historie-Einträge gefunden")
+
+        return True
+
+    def match_trades(self):
+        """Matched JSON Entry-Daten mit MT5 Exit-Daten"""
+        print(f"\n🔗 Matche JSON Entries mit MT5 Exits...")
+
+        matched = []
+        unmatched_json = []
+
+        # Gruppiere Deals nach Position ID
+        deals_by_position = defaultdict(list)
+        for deal in self.mt5_deals:
+            deals_by_position[deal.position_id].append(deal)
+
+        # Debug: Zeige erste Deals
+        print(f"\n🔍 Debug: Erste 3 Deals:")
+        for i, deal in enumerate(self.mt5_deals[:3]):
+            print(f"   Deal {i+1}:")
+            print(f"      ticket: {deal.ticket}")
+            print(f"      position_id: {deal.position_id}")
+            print(f"      entry: {deal.entry}")
+            print(f"      type: {deal.type}")
+            print(f"      price: {deal.price}")
+            print(f"      profit: {deal.profit}")
+
+        # Extrahiere Deal-IDs aus JSON
+        for json_trade in self.json_trades:
+            order_str = json_trade.get('order_result', '')
+
+            # Extrahiere Deal ID
+            import re
+            deal_match = re.search(r'deal=(\d+)', order_str)
+
+            if not deal_match:
+                unmatched_json.append(json_trade)
+                continue
+
+            entry_deal_id = int(deal_match.group(1))
+
+            # Finde Entry Deal in MT5
+            entry_deal = None
+            for deal in self.mt5_deals:
+                if deal.ticket == entry_deal_id:
+                    entry_deal = deal
+                    break
+
+            if not entry_deal:
+                unmatched_json.append(json_trade)
+                continue
+
+            # Finde zugehörigen Exit Deal
+            # Ein Exit Deal hat:
+            # - Gleiche position_id
+            # - Andere ticket ID
+            # - entry = 1 (OUT) statt 0 (IN)
+            # - Späterer Zeitstempel
+            position_id = entry_deal.position_id
+            position_deals = deals_by_position[position_id]
+
+            exit_deal = None
+            if len(position_deals) >= 2:
+                # Sortiere nach Zeit
+                sorted_deals = sorted(position_deals, key=lambda d: d.time)
+                # Entry sollte erster sein, Exit zweiter
+                for deal in sorted_deals:
+                    if deal.ticket != entry_deal_id and deal.time > entry_deal.time:
+                        exit_deal = deal
+                        break
+
+            # Erstelle Match-Entry
+            match_entry = {
+                'json_trade': json_trade,
+                'entry_deal': entry_deal,
+                'exit_deal': exit_deal,
+                'is_closed': exit_deal is not None,
+                'entry_time': datetime.fromtimestamp(entry_deal.time),
+                'entry_price': entry_deal.price,
+                'entry_volume': entry_deal.volume,
+            }
+
+            if exit_deal:
+                match_entry.update({
+                    'exit_time': datetime.fromtimestamp(exit_deal.time),
+                    'exit_price': exit_deal.price,
+                    'profit': exit_deal.profit,
+                    'commission': exit_deal.commission,
+                    'swap': exit_deal.swap,
+                    'net_profit': exit_deal.profit + exit_deal.commission + exit_deal.swap,
+                    'hold_time_hours': (datetime.fromtimestamp(exit_deal.time) -
+                                       datetime.fromtimestamp(entry_deal.time)).total_seconds() / 3600,
+                    'pips': abs(exit_deal.price - entry_deal.price),
+                    'is_winner': exit_deal.profit > 0,
+                })
+
+            matched.append(match_entry)
+
+        self.matched_trades = matched
+
+        print(f"\n✅ {len(matched)} Trades gematched")
+        print(f"   - {sum(1 for m in matched if m['is_closed'])} geschlossen")
+        print(f"   - {sum(1 for m in matched if not m['is_closed'])} noch offen")
+
+        if unmatched_json:
+            print(f"⚠️ {len(unmatched_json)} JSON Trades konnten nicht gematched werden")
+
+        return True
+
+    def calculate_performance_metrics(self):
+        """Berechnet umfassende Performance-Metriken"""
+        print(f"\n📈 Berechne Performance-Metriken...")
+
+        closed_trades = [t for t in self.matched_trades if t['is_closed']]
+
+        if not closed_trades:
+            print("⚠️ Keine geschlossenen Trades gefunden!")
+            return False
+
+        # Basic Stats
+        total_closed = len(closed_trades)
+        winners = [t for t in closed_trades if t['is_winner']]
+        losers = [t for t in closed_trades if not t['is_winner']]
+
+        win_count = len(winners)
+        loss_count = len(losers)
+        win_rate = (win_count / total_closed * 100) if total_closed > 0 else 0
+
+        # P&L
+        total_profit = sum(t['profit'] for t in closed_trades)
+        total_commission = sum(t['commission'] for t in closed_trades)
+        total_swap = sum(t['swap'] for t in closed_trades)
+        net_profit = sum(t['net_profit'] for t in closed_trades)
+
+        gross_profit = sum(t['profit'] for t in winners) if winners else 0
+        gross_loss = abs(sum(t['profit'] for t in losers)) if losers else 0
+
+        profit_factor = (gross_profit / gross_loss) if gross_loss > 0 else float('inf')
+
+        # Average Trade
+        avg_win = (sum(t['profit'] for t in winners) / win_count) if winners else 0
+        avg_loss = (sum(t['profit'] for t in losers) / loss_count) if losers else 0
+        avg_trade = net_profit / total_closed
+
+        # Hold Time
+        avg_hold_time = sum(t['hold_time_hours'] for t in closed_trades) / total_closed
+
+        # Expectancy
+        expectancy = (win_rate/100 * avg_win) + ((1 - win_rate/100) * avg_loss)
+
+        # Drawdown Analyse
+        cumulative_profits = []
+        running_profit = 0
+        for trade in sorted(closed_trades, key=lambda x: x['exit_time']):
+            running_profit += trade['net_profit']
+            cumulative_profits.append(running_profit)
+
+        peak = cumulative_profits[0]
+        max_drawdown = 0
+        drawdown_pct = 0
+
+        for profit in cumulative_profits:
+            if profit > peak:
+                peak = profit
+            drawdown = peak - profit
+            if drawdown > max_drawdown:
+                max_drawdown = drawdown
+                drawdown_pct = (drawdown / peak * 100) if peak > 0 else 0
+
+        # Session Analysis
+        session_performance = defaultdict(lambda: {'count': 0, 'profit': 0, 'wins': 0})
+        for trade in closed_trades:
+            session = trade['json_trade'].get('session', 'unknown')
+            session_performance[session]['count'] += 1
+            session_performance[session]['profit'] += trade['net_profit']
+            if trade['is_winner']:
+                session_performance[session]['wins'] += 1
+
+        # Regime Analysis
+        regime_performance = defaultdict(lambda: {'count': 0, 'profit': 0, 'wins': 0})
+        for trade in closed_trades:
+            regime = trade['json_trade'].get('market_regime', 'unknown')
+            regime_performance[regime]['count'] += 1
+            regime_performance[regime]['profit'] += trade['net_profit']
+            if trade['is_winner']:
+                regime_performance[regime]['wins'] += 1
+
+        # Quality Analysis
+        quality_performance = defaultdict(lambda: {'count': 0, 'profit': 0, 'wins': 0})
+        for trade in closed_trades:
+            quality = trade['json_trade'].get('signal_quality', 'unknown')
+            quality_performance[quality]['count'] += 1
+            quality_performance[quality]['profit'] += trade['net_profit']
+            if trade['is_winner']:
+                quality_performance[quality]['wins'] += 1
+
+        # Best/Worst Trades
+        best_trade = max(closed_trades, key=lambda x: x['profit'])
+        worst_trade = min(closed_trades, key=lambda x: x['profit'])
+
+        self.stats = {
+            'total_closed': total_closed,
+            'win_count': win_count,
+            'loss_count': loss_count,
+            'win_rate': win_rate,
+            'total_profit': total_profit,
+            'total_commission': total_commission,
+            'total_swap': total_swap,
+            'net_profit': net_profit,
+            'gross_profit': gross_profit,
+            'gross_loss': gross_loss,
+            'profit_factor': profit_factor,
+            'avg_win': avg_win,
+            'avg_loss': avg_loss,
+            'avg_trade': avg_trade,
+            'avg_hold_time': avg_hold_time,
+            'expectancy': expectancy,
+            'max_drawdown': max_drawdown,
+            'max_drawdown_pct': drawdown_pct,
+            'session_performance': dict(session_performance),
+            'regime_performance': dict(regime_performance),
+            'quality_performance': dict(quality_performance),
+            'best_trade': {
+                'profit': best_trade['profit'],
+                'entry_time': best_trade['entry_time'],
+                'session': best_trade['json_trade'].get('session'),
+            },
+            'worst_trade': {
+                'profit': worst_trade['profit'],
+                'entry_time': worst_trade['entry_time'],
+                'session': worst_trade['json_trade'].get('session'),
+            },
+            'cumulative_profits': cumulative_profits,
+        }
+
+        print("✅ Performance-Metriken berechnet")
+        return True
+
+    def print_profitability_report(self):
+        """Druckt umfassenden Profitabilitäts-Report"""
+        stats = self.stats
+
+        print("\n" + "="*70)
+        print("💰 TRADINGBOT V1.6 - PROFITABILITY REPORT")
+        print("="*70)
+
+        # Profitability Status
+        is_profitable = stats['net_profit'] > 0
+        status_emoji = "✅" if is_profitable else "❌"
+        status_text = "PROFITABEL" if is_profitable else "NICHT PROFITABEL"
+
+        print(f"\n{status_emoji} STATUS: {status_text}")
+        print(f"   Net Profit: ${stats['net_profit']:.2f}")
+
+        print(f"\n📊 TRADE STATISTICS:")
+        print(f"   Total Closed Trades: {stats['total_closed']}")
+        print(f"   Winners: {stats['win_count']} ({stats['win_rate']:.1f}%)")
+        print(f"   Losers:  {stats['loss_count']} ({100-stats['win_rate']:.1f}%)")
+
+        print(f"\n💵 PROFIT & LOSS:")
+        print(f"   Gross Profit:     ${stats['gross_profit']:.2f}")
+        print(f"   Gross Loss:       ${stats['gross_loss']:.2f}")
+        print(f"   Total Commission: ${stats['total_commission']:.2f}")
+        print(f"   Total Swap:       ${stats['total_swap']:.2f}")
+        print(f"   Net Profit:       ${stats['net_profit']:.2f}")
+
+        print(f"\n📈 PERFORMANCE METRICS:")
+        pf_display = f"{stats['profit_factor']:.2f}" if stats['profit_factor'] != float('inf') else "∞"
+        print(f"   Profit Factor:    {pf_display}")
+        print(f"   Average Win:      ${stats['avg_win']:.2f}")
+        print(f"   Average Loss:     ${stats['avg_loss']:.2f}")
+        print(f"   Average Trade:    ${stats['avg_trade']:.2f}")
+        print(f"   Expectancy:       ${stats['expectancy']:.2f}")
+
+        print(f"\n⏱️ TIMING:")
+        print(f"   Avg Hold Time:    {stats['avg_hold_time']:.1f} hours")
+
+        print(f"\n📉 RISK METRICS:")
+        print(f"   Max Drawdown:     ${stats['max_drawdown']:.2f} ({stats['max_drawdown_pct']:.1f}%)")
+
+        print(f"\n🏆 BEST TRADE:")
+        best = stats['best_trade']
+        print(f"   Profit: ${best['profit']:.2f}")
+        print(f"   Time:   {best['entry_time'].strftime('%Y-%m-%d %H:%M')}")
+        print(f"   Session: {best['session']}")
+
+        print(f"\n💔 WORST TRADE:")
+        worst = stats['worst_trade']
+        print(f"   Loss:   ${worst['profit']:.2f}")
+        print(f"   Time:   {worst['entry_time'].strftime('%Y-%m-%d %H:%M')}")
+        print(f"   Session: {worst['session']}")
+
+        print(f"\n🌍 SESSION PERFORMANCE:")
+        for session in ['asian', 'london', 'overlap', 'ny']:
+            if session in stats['session_performance']:
+                perf = stats['session_performance'][session]
+                win_rate = (perf['wins'] / perf['count'] * 100) if perf['count'] > 0 else 0
+                profit_emoji = "✅" if perf['profit'] > 0 else "❌"
+                print(f"   {session.capitalize():8s}: {perf['count']:3d} trades | "
+                      f"${perf['profit']:7.2f} | Win Rate: {win_rate:5.1f}% {profit_emoji}")
+
+        print(f"\n📈 REGIME PERFORMANCE:")
+        for regime, perf in stats['regime_performance'].items():
+            win_rate = (perf['wins'] / perf['count'] * 100) if perf['count'] > 0 else 0
+            profit_emoji = "✅" if perf['profit'] > 0 else "❌"
+            print(f"   {regime.capitalize():10s}: {perf['count']:3d} trades | "
+                  f"${perf['profit']:7.2f} | Win Rate: {win_rate:5.1f}% {profit_emoji}")
+
+        print(f"\n🎯 SIGNAL QUALITY PERFORMANCE:")
+        for quality in ['excellent', 'good', 'fair']:
+            if quality in stats['quality_performance']:
+                perf = stats['quality_performance'][quality]
+                win_rate = (perf['wins'] / perf['count'] * 100) if perf['count'] > 0 else 0
+                profit_emoji = "✅" if perf['profit'] > 0 else "❌"
+                print(f"   {quality.capitalize():10s}: {perf['count']:3d} trades | "
+                      f"${perf['profit']:7.2f} | Win Rate: {win_rate:5.1f}% {profit_emoji}")
+
+        print("\n" + "="*70)
+
+        # Interpretation
+        print("\n💡 INTERPRETATION:")
+
+        if is_profitable:
+            print("   ✅ Die Strategie ist profitabel!")
+            if stats['win_rate'] >= 50:
+                print("   ✅ Gute Win-Rate")
+            else:
+                print("   ⚠️ Win-Rate unter 50% - Strategie profitiert von großen Wins")
+
+            if stats['profit_factor'] >= 2.0:
+                print("   ✅ Exzellenter Profit Factor (>=2.0)")
+            elif stats['profit_factor'] >= 1.5:
+                print("   ✅ Guter Profit Factor (>=1.5)")
+            else:
+                print("   ⚠️ Profit Factor könnte besser sein")
+        else:
+            print("   ❌ Die Strategie ist derzeit nicht profitabel")
+            print("   ⚠️ Optimierung notwendig!")
+
+        print("="*70)
+
+    def save_results(self, output_file='profitability_analysis.json'):
+        """Speichert Ergebnisse als JSON"""
+        print(f"\n💾 Speichere Ergebnisse...")
+
+        results = {
+            'analysis_date': datetime.now().isoformat(),
+            'strategy_name': self.strategy_name,
+            'symbol': self.symbol,
+            'statistics': {
+                k: v for k, v in self.stats.items()
+                if k not in ['best_trade', 'worst_trade', 'cumulative_profits']
+            },
+            'best_trade': {
+                'profit': self.stats['best_trade']['profit'],
+                'entry_time': self.stats['best_trade']['entry_time'].isoformat(),
+                'session': self.stats['best_trade']['session'],
+            },
+            'worst_trade': {
+                'profit': self.stats['worst_trade']['profit'],
+                'entry_time': self.stats['worst_trade']['entry_time'].isoformat(),
+                'session': self.stats['worst_trade']['session'],
+            },
+        }
+
+        with open(output_file, 'w') as f:
+            json.dump(results, f, indent=2)
+
+        print(f"✅ Ergebnisse gespeichert: {output_file}")
+
+    def disconnect_mt5(self):
+        """Trennt MT5 Verbindung"""
+        mt.shutdown()
+        print("✅ MT5 Verbindung getrennt")
+
+
+def main():
+    """Haupt-Analyse"""
+    print("="*70)
+    print("💰 TradingBot V1.6 - MT5 Profitability Analyzer")
+    print("="*70)
+
+    analyzer = MT5ProfitabilityAnalyzer()
+
+    # 1. Connect MT5
+    if not analyzer.connect_mt5():
+        return
+
+    # 2. Load JSON Trades
+    if not analyzer.load_json_trades():
+        analyzer.disconnect_mt5()
+        return
+
+    # 3. Fetch MT5 History
+    if not analyzer.fetch_mt5_history(days_back=30):
+        analyzer.disconnect_mt5()
+        return
+
+    # 4. Match Trades
+    if not analyzer.match_trades():
+        analyzer.disconnect_mt5()
+        return
+
+    # 5. Calculate Performance
+    if not analyzer.calculate_performance_metrics():
+        analyzer.disconnect_mt5()
+        return
+
+    # 6. Print Report
+    analyzer.print_profitability_report()
+
+    # 7. Save Results
+    analyzer.save_results()
+
+    # 8. Disconnect
+    analyzer.disconnect_mt5()
+
+    print("\n" + "="*70)
+    print("✅ ANALYSE ABGESCHLOSSEN")
+    print("="*70)
+    print("\n📂 Generierte Files:")
+    print("   - profitability_analysis.json")
+    print("\n🎯 Nächste Schritte basierend auf Ergebnis:")
+    print("   • Falls profitabel → SQLite + Telegram + Scaling")
+    print("   • Falls nicht profitabel → Parameter-Optimierung + Backtesting")
+    print("="*70)
+
+
+if __name__ == "__main__":
+    main()

trade_performance_v16_XAUUSD_202512.json

@@ -0,0 +1,623 @@
+[
+  {
+    "timestamp": "2025-12-01T09:30:01.179022",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 26.187311170434114,
+    "risk_adjusted_strength": 176397.25501302085,
+    "adaptive_interval": 5,
+    "session": "london",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=503373712, order=555239668, volume=0.1, price=4249.84, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087505, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4249.87, stoplimit=0.0, sl=4244.47261369406, tp=4262.69846576485, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T09:40:01.091136",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 26.187311170434114,
+    "risk_adjusted_strength": 176705.93331163903,
+    "adaptive_interval": 5,
+    "session": "london",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=503404159, order=555271485, volume=0.1, price=4244.93, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087506, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4244.86, stoplimit=0.0, sl=4239.496226500302, tp=4257.849433749243, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T09:50:01.237961",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 26.187311170434114,
+    "risk_adjusted_strength": 174783.75079423017,
+    "adaptive_interval": 5,
+    "session": "london",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=503430133, order=555298988, volume=0.1, price=4240.11, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087507, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4240.11, stoplimit=0.0, sl=4234.551737412074, tp=4253.340656469817, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T11:15:00.937882",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 22.950196356222577,
+    "risk_adjusted_strength": 185090.22489130433,
+    "adaptive_interval": 5,
+    "session": "london",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=503609381, order=555485214, volume=0.1, price=4259.0, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087508, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4259.0, stoplimit=0.0, sl=4253.756304214274, tp=4271.4442394643165, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T11:25:00.836591",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 22.950196356222577,
+    "risk_adjusted_strength": 182442.8148539039,
+    "adaptive_interval": 5,
+    "session": "london",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=503632416, order=555509528, volume=0.1, price=4254.89, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087509, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4254.83, stoplimit=0.0, sl=4249.562827807786, tp=4267.3679304805355, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T12:30:01.054444",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 22.950196356222577,
+    "risk_adjusted_strength": 197309.6636831888,
+    "adaptive_interval": 15,
+    "session": "london",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=503759064, order=555646332, volume=0.1, price=4254.58, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087510, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4254.6, stoplimit=0.0, sl=4249.845641441868, tp=4265.925896395328, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T13:15:01.501352",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 22.950196356222577,
+    "risk_adjusted_strength": 196985.01079364016,
+    "adaptive_interval": 15,
+    "session": "london",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=503855999, order=555749313, volume=0.1, price=4249.08, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087511, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4249.07, stoplimit=0.0, sl=4244.391994744853, tp=4260.100013137867, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T14:00:01.300231",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 22.950196356222577,
+    "risk_adjusted_strength": 200635.71763647176,
+    "adaptive_interval": 15,
+    "session": "overlap",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=503984299, order=555882788, volume=0.1, price=4246.69, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087512, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4246.7, stoplimit=0.0, sl=4241.557051440018, tp=4258.927371399957, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T14:45:01.547899",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 22.855971047619605,
+    "risk_adjusted_strength": 191017.6319337731,
+    "adaptive_interval": 15,
+    "session": "overlap",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=504129495, order=556035267, volume=0.1, price=4262.15, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087513, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4262.24, stoplimit=0.0, sl=4256.6815248643825, tp=4275.4711878390435, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T15:00:07.840065",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 22.855971047619605,
+    "risk_adjusted_strength": 180240.67670192872,
+    "adaptive_interval": 15,
+    "session": "overlap",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=504179076, order=556087481, volume=0.1, price=4247.86, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087514, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4247.59, stoplimit=0.0, sl=4240.9611044446665, tp=4263.497238888332, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T15:30:23.337699",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 19.893595925527748,
+    "risk_adjusted_strength": 188782.93793608592,
+    "adaptive_interval": 15,
+    "session": "overlap",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=504270600, order=556183948, volume=0.1, price=4246.72, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087515, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4246.79, stoplimit=0.0, sl=4240.418990879546, tp=4262.052522801137, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T15:40:12.627862",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 22.011906057750465,
+    "risk_adjusted_strength": 171292.01007691692,
+    "adaptive_interval": 5,
+    "session": "overlap",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=504333873, order=556248758, volume=0.09, price=4232.56, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087516, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.09, price=4231.75, stoplimit=0.0, sl=4224.03960280412, tp=4250.3959929897, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-01T15:45:01.924286",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 100.0,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 22.96919510043668,
+    "risk_adjusted_strength": 165496.095712373,
+    "adaptive_interval": 5,
+    "session": "overlap",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=504368039, order=556284215, volume=0.08, price=4224.5, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087517, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.08, price=4225.38, stoplimit=0.0, sl=4216.36685280412, tp=4247.2828679897, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-02T17:00:03.945254",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 91.89,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 32.00907405127121,
+    "risk_adjusted_strength": 102422.27759198961,
+    "adaptive_interval": 5,
+    "session": "ny",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=508082993, order=560205332, volume=0.07, price=4169.37, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087518, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.07, price=4169.33, stoplimit=0.0, sl=4159.667887312871, tp=4193.275281717823, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-02T18:35:01.428979",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 89.28,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 32.00907405127121,
+    "risk_adjusted_strength": 94959.99219814289,
+    "adaptive_interval": 5,
+    "session": "ny",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=508370745, order=560529506, volume=0.1, price=4194.04, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087519, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4194.08, stoplimit=0.0, sl=4187.015967471403, tp=4211.075081321494, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-02T19:40:01.665835",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 88.43,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 34.84893980267297,
+    "risk_adjusted_strength": 93505.30823592909,
+    "adaptive_interval": 5,
+    "session": "ny",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=508506612, order=560690972, volume=0.1, price=4186.98, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087520, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4187.05, stoplimit=0.0, sl=4181.44009902176, tp=4200.444752445599, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-02T21:00:01.869508",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 87.16,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 34.84893980267297,
+    "risk_adjusted_strength": 94595.20323478205,
+    "adaptive_interval": 5,
+    "session": "ny",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=508639732, order=560845433, volume=0.1, price=4196.88, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087521, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4196.75, stoplimit=0.0, sl=4192.121468613154, tp=4207.656328467115, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-02T21:45:02.626320",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 88.76,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 34.84893980267297,
+    "risk_adjusted_strength": 92306.78311213526,
+    "adaptive_interval": 5,
+    "session": "ny",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=508712897, order=560928109, volume=0.1, price=4210.45, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087523, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4210.05, stoplimit=0.0, sl=4204.944212121386, tp=4222.149469696533, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-03T17:00:06.841820",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 99.01,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 46.940390834700004,
+    "risk_adjusted_strength": 83670.70705993928,
+    "adaptive_interval": 15,
+    "session": "ny",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=511510378, order=563962292, volume=0.09, price=4215.46, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087524, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.09, price=4216.47, stoplimit=0.0, sl=4207.920880005341, tp=4237.212799986648, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-03T17:55:15.633690",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 98.91,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 46.940390834700004,
+    "risk_adjusted_strength": 83244.24420344245,
+    "adaptive_interval": 5,
+    "session": "ny",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=511699655, order=564160610, volume=0.09, price=4206.76, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087525, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.09, price=4207.04, stoplimit=0.0, sl=4198.631041471649, tp=4227.222396320878, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-03T18:00:01.999827",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 98.93,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 46.940390834700004,
+    "risk_adjusted_strength": 81264.39403518823,
+    "adaptive_interval": 5,
+    "session": "ny",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=511734010, order=564196164, volume=0.08, price=4201.04, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087526, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.08, price=4200.96, stoplimit=0.0, sl=4192.116105763751, tp=4222.404735590624, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-04T17:15:07.427154",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 90.33,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 63.71558532160071,
+    "risk_adjusted_strength": 69756.58765206054,
+    "adaptive_interval": 15,
+    "session": "ny",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=514641570, order=567326993, volume=0.1, price=4210.53, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087527, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4210.57, stoplimit=0.0, sl=4203.832415791341, tp=4226.7839605216495, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  },
+  {
+    "timestamp": "2025-12-04T20:30:06.162421",
+    "version": "V1.6_Adaptive_Complete",
+    "symbol": "XAUUSD",
+    "entry_signal": 1,
+    "confidence": 93.46,
+    "adaptive_threshold": 70,
+    "signal_quality": "excellent",
+    "market_regime": "ranging",
+    "regime_strength": 65.90097047675054,
+    "risk_adjusted_strength": 79422.45120236522,
+    "adaptive_interval": 15,
+    "session": "ny",
+    "relaxed_features": {
+      "pullback_entry_disabled": true,
+      "lower_confidence_threshold": true,
+      "lower_min_strength": true,
+      "fixed_tf_alignment": true
+    },
+    "adaptive_features": {
+      "adaptive_rhythm": true,
+      "session_aware": true,
+      "volatility_based": true
+    },
+    "position_control_active": true,
+    "order_result": "OrderSendResult(retcode=10009, deal=515122043, order=567873192, volume=0.1, price=4205.16, bid=0.0, ask=0.0, comment='Request executed', request_id=2553087528, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4205.2, stoplimit=0.0, sl=4200.731469788589, tp=4215.706325528528, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
+  }
+]