mindesbunister e5f6c6ab9d feat: Complete AI Learning System Integration ...

Fixed AI Learning Dashboard Display
- Updated app/api/ai-learning-status/route.js to use real database instead of mock data
- Fixed components/EnhancedAILearningPanel.tsx to display actual learning metrics
- Dashboard now shows 9,413 real analyses instead of 'Learning System Not Active'

 Enhanced Learning System Influence
- Made lib/simple-automation.js shouldExecuteTrade() async with learning integration
- AI learning can now adjust confidence thresholds by ±10% based on recommendations
- Learning system actively influences trading decisions in real-time

 Fixed Database Integration
- Corrected Prisma search queries in lib/simplified-stop-loss-learner-fixed.js
- Fixed JSON field searching with proper string_contains syntax
- Learning data properly recorded and retrieved from database

 Complete System Demonstration
- Created demo-learning-system.js to showcase integrated functionality
- Verified 9,413+ analyses recorded with pattern recognition phase active
- Confirmed position monitor integration with cleanup system
- AI confidence level at 50% with active decision influence

 Integration Status: COMPLETE
- Learning Database: CONNECTED ✅
- Decision Recording: ACTIVE ✅
- Dashboard Display: REAL DATA ✅
- Trading Influence: OPERATIONAL ✅
- Pattern Recognition: ACTIVE

The AI learning system is now fully integrated and actively enhancing trading decisions.

2025-07-28 14:17:51 +02:00

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