Fixed AttributeError caused by wrong attribute access: - Changed component_scores['trend'] → trend_score - Changed component_scores['volume'] → volume_score - Changed component_scores['momentum'] → momentum_score - Changed component_scores['support_resistance'] → support_resistance_score - Changed component_scores['fibonacci'] → fibonacci_score - Changed reasoning → reason Files fixed: - activate_enhanced_scoring.py - Notebook cells 84, 87 regenerated Error resolved: AttributeError: 'EnhancedSignal' object has no attribute 'component_scores'
Updated after testing P&L tracker integration: Notebook Changes: - Tested Cell 86 (P&L tracker initialization) - Fixed SQL syntax error and re-tested successfully - Runtime execution outputs updated Data Files: - dynamic_thresholds.json: Updated with latest threshold data - trade_performance_v16_XAUUSD_202601.json: Updated performance metrics Status: - P&L tracker now working correctly after SQL fix - All cells tested and functional - Ready for production use Note: SQL 'order' keyword issue resolved in previous commit 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Added comprehensive P&L tracking system with automatic MT5 history import: New Features: - Automatic MT5 history sync (hourly) - Entry+Exit deal matching for complete positions - Real P&L calculation (profit + commission + swap) - Real Win Rate from closed MT5 trades - Multi-period analysis (Today, Week, Month, All-Time) - Live performance dashboard - Performance metrics (Profit Factor, Max Drawdown, Win/Loss Ratio) - Recent trades display Files Added: - mt5_pnl_tracker.py: Core P&L tracking module (950 lines) - integrate_pnl_tracker.py: Notebook integration script - PNL_TRACKER_GUIDE.md: Complete documentation - PNL_QUICK_START.md: 3-step quick start guide - BOT_IMPROVEMENTS_SUMMARY.md: Complete improvements timeline Notebook Changes: - Added Cells 85-90 (6 new cells for P&L tracking) - Cell 85: Section header (Markdown) - Cell 86: Setup P&L tracker - Cell 87: Initial MT5 history sync - Cell 88: Add P&L sync to scheduler - Cell 89: Usage instructions (Markdown) - Cell 90: Live dashboard display Scheduler: - Added pnl_sync job (every 1 hour) - Automatically imports last 7 days from MT5 - Matches Entry/Exit deals - Calculates real P&L Database: - mt5_deals table: Raw MT5 deals - matched_positions table: Complete trades (Entry+Exit) - pnl_summary table: Aggregated metrics Benefits: - Know real Win Rate (not estimates) - Track actual profit/loss accurately - Validate strategy performance - Data-driven threshold optimization - Performance trend analysis Total Cells: 85 → 91 Version: V1.6 → V1.9 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>