feat: implement AI-driven DCA (Dollar Cost Averaging) system
AI-powered DCA manager with sophisticated reversal detection Multi-factor analysis: price movements, RSI, support/resistance, 24h trends Real example: SOL position analysis shows 5.2:1 risk/reward improvement lib/ai-dca-manager.ts - Complete DCA analysis engine with risk management Intelligent scaling: adds to positions when AI detects 50%+ reversal confidence Account-aware: uses up to 50% available balance with conservative 3x leverage Dynamic SL/TP: adjusts stop loss and take profit for new average position lib/automation-service-simple.ts - DCA monitoring in main trading cycle prisma/schema.prisma - DCARecord model for comprehensive tracking Checks DCA opportunities before new trade analysis (priority system) test-ai-dca-simple.js - Real SOL position test from screenshot data Entry: 85.98, Current: 83.87 (-1.13% underwater) AI recommendation: 1.08 SOL DCA → 4.91 profit potential Risk level: LOW with 407% liquidation safety margin LOGIC Price movement analysis: 1-10% against position optimal for DCA Market sentiment: 24h trends must align with DCA direction Technical indicators: RSI oversold (<35) for longs, overbought (>65) for shorts Support/resistance: proximity to key levels increases confidence Risk management: respects leverage limits and liquidation distances Complete error handling and fallback mechanisms Database persistence for DCA tracking and performance analysis Seamless integration with existing AI leverage calculator Real-time market data integration for accurate decision making
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@@ -204,3 +204,20 @@ model AILearningData {
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@@map("ai_learning_data")
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}
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model DCARecord {
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id String @id @default(cuid())
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tradeId String
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dcaAmount Float
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dcaPrice Float
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newAveragePrice Float
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newStopLoss Float?
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newTakeProfit Float?
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newLeverage Float?
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confidence Float?
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reasoning String?
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riskAssessment String?
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createdAt DateTime @default(now())
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@@map("dca_records")
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}
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