- Streamlined .env.example to include only essential Flask and MT5 configs for production environments
- Added .vercel directory to .gitignore for clean Vercel deployments
- Enabled internationalization by adding data-i18n attributes to strategy switcher UI elements
- Updated MT5 setup guide and roadmap documentation for clarity and current focus
This change simplifies configuration for server deployment while enhancing UI accessibility across languages.
🔧 Core System Improvements:
- Enhanced backtesting engine with realistic spread modeling and ATR-based risk management
- Improved bot controller with better error handling and status tracking
- Optimized MT5 integration with symbol verification and market watch integration
- Strengthened database queries with better performance and reliability
🎯 New Strategy Features:
- Added index strategies (Index Momentum, Index Breakout Pro) for stock market trading
- Implemented market condition detector for dynamic strategy adaptation
- Created performance scorer for strategy evaluation and ranking
- Added strategy switcher system for automatic strategy optimization
📚 Educational Framework:
- New beginner guide documentation for newcomer onboarding
- Enhanced FAQ section with common trading questions
- Quick start guide for rapid setup and deployment
- Improved AI mentor integration with personalized guidance
🌍 Multi-Asset Expansion:
- Extended data collection for 20+ trading instruments (Forex, Crypto, Indices)
- Enhanced broker compatibility with FBS and other platforms
- Improved symbol migration system for seamless broker switching
- Added holiday integration for culturally-aware trading automation
🧪 Testing & Validation:
- Added comprehensive index strategy testing suite
- Enhanced holiday integration validation
- Dynamic strategy signal testing for improved reliability
- EURUSD optimization testing with London session focus
⚡ Performance & UI:
- Frontend JavaScript optimizations for better trading bot management
- Enhanced templates with improved user experience
- Database migration system for smooth version upgrades
- Optimized data download scripts for better efficiency
📊 Analytics & Monitoring:
- Strengthened Flask application architecture with better routing
- Improved logging system for production deployment
- Enhanced error handling across all components
- Better API response handling and status reporting
✅ CORE AI MENTOR SYSTEM:
- Complete Indonesian language AI trading mentor
- Real-time trading psychology analysis with cultural context
- Emotional intelligence for Indonesian trading behavior
- Personal feedback with Islamic context ('Alhamdulillah profit!')
- Jakarta timezone optimization and BI rate awareness
✅ DATABASE INTEGRATION:
- New trading_sessions, ai_mentor_reports, daily_trading_data tables
- Real-time capture of trading data for AI analysis
- Historical performance tracking and emotional state logging
- Seamless integration with existing bot architecture
✅ WEB INTERFACE:
- Beautiful Indonesian AI mentor dashboard
- Interactive emotion selection with cultural sensitivity
- Real-time feedback generation and instant AI consultation
- Daily report generation with comprehensive analysis
- Quick feedback modal for emotional check-ins
✅ TRADING BOT INTEGRATION:
- Automatic trade logging for AI mentor analysis
- Risk management scoring (1-10 scale)
- Strategy performance correlation with emotional states
- Stop loss and take profit usage tracking
✅ REVOLUTIONARY FEATURES:
- First-ever Indonesian AI trading mentor in the world
- Combines trading psychology with Islamic values
- Market-specific guidance for Indonesian traders
- Progressive learning path from beginner to expert
- Cultural trading wisdom (Jakarta hours, Ramadan considerations)
IMPACT: This transforms QuantumBotX into the world's first culturally-aware
AI trading mentor specifically designed for Indonesian retail traders.
Indonesian beginners now have personal AI guidance in their native language
with full understanding of local market conditions and cultural context.
```
The commit introduces significant improvements to the backtesting functionality:
1. Added dynamic position sizing based on risk percentage
2. Implemented ATR-based stop loss and take profit calculations
3. Enhanced backtest state management with detailed trade tracking
4. Updated database schema to store additional backtest metrics
5. Modified UI components to display new backtest results
6. Added logging and error handling improvements
7. Removed the London Breakout strategy from the codebase
These changes improve the depth and accuracy of backtesting while providing more comprehensive performance metrics.
- Add functions to fetch unread notifications and bot details
- Improve error handling and logging in database operations
- Update routes to utilize new query functions
- Ensure consistency and completeness in database interactions
Refactor the JavaScript code to use a single modal for both forex and stock profiles. Update error handling to display server error messages. Remove unused app.py and fetch.py files. Adjust various routes and strategies for consistency.
This major commit introduces a new advanced trading strategy, resolves critical trading logic errors, and significantly enhances system stability and UI data accuracy.
Key Changes:
- **New Features & Strategies**:
- **Quantum Velocity Strategy**: Added 'quantum_velocity.py', a new hybrid strategy combining a long-term trend filter (EMA 200) with a volatility-based entry trigger (Bollinger Squeeze).
- **Hybrid Pro Backtester**: Added 'lab/backtester_hybrid_pro.py' to facilitate advanced, offline testing and optimization of the QuantumBotX Hybrid strategy.
- **Critical Trading Logic Fixes**:
- Resolved 'Invalid Stops' and 'Unsupported filling mode' errors by refactoring 'core/mt5/trade.py' to use dynamic point calculation and the FOK fill policy.
- Fixed a recurring 'KeyError' in 'BollingerSqueezeStrategy' by ensuring consistent naming for Bollinger Bands columns.
- **System Stability & Robustness**:
- Hardened the graceful shutdown handler in 'app.py' to prevent crashes from repeated Ctrl+C signals, ensuring a clean shutdown process.
- Enhanced the notification system by adding an 'is_notification' flag to logs, allowing for a clear distinction between critical alerts and general activity.
- **Dashboard & UI Enhancements**:
- Fixed the 'Total Bots' card on the dashboard by correcting the backend API ('api_dashboard.py') to send the complete stats payload.
- Replaced static '0' values on dashboard cards with loading spinners for a more professional user experience.
- The 'Create/Edit Bot' modal button now dynamically changes its text to 'Ubah Bot' when in edit mode.
Successfully run QuantumBotX Hybrid on XAUUSD after fixing critical bugs (KeyError, data fetching). Improved UI with scrollable modal and implemented graceful shutdown for the server. System is now more robust and user-friendly.
- Update `.gitignore` to include `lab/` for backtesting and raw data.
- Refactor `app.py` to improve error handling and logging.
- Remove deprecated files: `core/bot_logic.py`, `core/bots/base_bot.py`, `core/bots/manager.py`, `core/db/database.py`, `core/routes/api_analysis.py`, `core/routes/api_bots_analysis.py`, `core/strategies/logic_ma.py`, `core/strategies/logic_rsi.py`.
- Modify multiple files to enhance bot management, routing, and strategy handling.
- Update JavaScript and HTML templates for better UI and functionality.
Perubahan ini mencakup:
- Penataan ulang struktur direktori
- Peningkatan dokumentasi
- Penghapusan kode yang tidak terpakai
- Peningkatan performa di beberapa fungsi
Commit ini bertujuan untuk mempersiapkan basis kode untuk pengembangan lebih lanjut.
Referensi: #1234
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Reynov Christian