Implement AI-powered optimal risk management system

Features:
- AI analyzes market conditions to suggest optimal SL/TP percentages
- Considers volatility, technical levels, timeframe, and risk/reward ratios
- Falls back to config defaults when AI optimization unavailable
- Enforces minimum safety constraints (3% SL, 1% TP)
- Enhanced status API with AI risk management info
- Comprehensive logging of decision sources

Benefits:
- Dynamic adaptation to market conditions
- Improved risk/reward optimization
- Reduced need for manual tuning
- Safety-first approach with fallbacks

Technical Implementation:
- Enhanced AnalysisResult interface with optimalRiskManagement
- Modified AI analysis prompt for risk management calculation
- Updated makeTradeDecision to use AI recommendations
- Enhanced executeLiveTrade with AI-optimized parameters
- Added lastAIRiskManagement tracking and status reporting
- Comprehensive documentation and examples

lib/ai-analysis.ts

@@ -45,6 +45,15 @@ export interface AnalysisResult {
   }
   riskToReward?: string
   confirmationTrigger?: string
+  // AI-optimized risk management
+  optimalRiskManagement?: {
+    stopLossPercent: number // AI-recommended stop loss percentage
+    takeProfitPercent: number // AI-recommended take profit percentage
+    riskRewardRatio: number // Expected risk/reward ratio
+    reasoning: string // Why these percentages are optimal
+    marketVolatility: 'LOW' | 'MEDIUM' | 'HIGH' // Current volatility assessment
+    timeHorizon: 'SCALP' | 'INTRADAY' | 'SWING' // Expected trade duration
+  }
   indicatorAnalysis?: {
     rsi?: string
     vwap?: string
@@ -217,6 +226,14 @@ Before analyzing, understand these core indicator principles:
 
 6. **CONFIRMATION TRIGGERS**: Specific signals to wait for before entry
 
+7. **OPTIMAL RISK MANAGEMENT**: Calculate ideal stop loss and take profit percentages:
+   - **MINIMUM CONSTRAINTS**: Stop Loss ≥ 3%, Take Profit ≥ 1% (system enforced)
+   - **VOLATILITY ASSESSMENT**: Analyze current market volatility (LOW/MEDIUM/HIGH)
+   - **TIMEFRAME RISK**: Consider timeframe for position sizing and duration
+   - **KEY LEVEL DISTANCE**: Use support/resistance levels to determine optimal SL/TP
+   - **RISK/REWARD OPTIMIZATION**: Target minimum 1:2 risk/reward ratio
+   - **MARKET CONDITIONS**: Factor in current trend strength and momentum
+
 **ANALYZE THE CHART AND PROVIDE:**
 - Current price action and trend direction
 - Key support and resistance levels visible on the chart
@@ -276,6 +293,14 @@ Provide your analysis in this exact JSON format:
   },
   "riskToReward": "1:2.5",
   "confirmationTrigger": "Specific signal to wait for before entry",
+  "optimalRiskManagement": {
+    "stopLossPercent": 4.5,
+    "takeProfitPercent": 12.0,
+    "riskRewardRatio": 2.7,
+    "reasoning": "Based on current volatility, key levels, and timeframe analysis. Accounts for minimum 3% SL and 1% TP constraints.",
+    "marketVolatility": "MEDIUM",
+    "timeHorizon": "INTRADAY"
+  },
   "timeframeRisk": {
     "assessment": "Risk level based on timeframe",
     "positionSize": "Position sizing recommendation",