mindesbunister 545a1bd8d0 🧠 CRITICAL FIX: AI Learning System Fully Restored ...

LEARNING SYSTEM OPERATIONAL:
- Added complete generateLearningReport() function to SimplifiedStopLossLearner
- Fixed database import path (./db not ./database-util)
- Restored generateLearningReport calls in enhanced-autonomous-risk-manager
- Full AI decision learning and pattern recognition working

- Smart recommendations based on learned patterns (getSmartRecommendation)
- Decision recording and outcome assessment (recordDecision/assessDecisionOutcome)
- Adaptive threshold learning from trading results
- Comprehensive learning reports every 15 minutes
- Pattern analysis from historical decision data

- System Confidence: 30% (low due to no training data yet)
- Learning Thresholds: Emergency 1%, Risk 2%, Medium 5%
- Smart Recommendations: Working (gave MONITOR at 3.5% distance)
- Database Integration: Operational with Prisma
- Error Handling: Robust with graceful fallbacks

- AI will learn from every stop-loss decision you make
- System will adapt thresholds based on success/failure outcomes
- Future decisions will be guided by learned patterns
- No more manual risk management - AI will give smart recommendations

This completes the restoration of your intelligent trading AI system!

2025-07-26 13:26:53 +02:00

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