feat: Remove artificial percentage minimums - AI now has complete freedom

REMOVED ARTIFICIAL CONSTRAINTS:
- Eliminated 3% minimum stop loss requirement
- Eliminated 1% minimum take profit requirement
- AI can now choose ANY percentage based on market analysis

- Updated app/api/drift/trade/route.js to use exact AI percentages
- Removed Math.max() constraints that forced minimums
- AI now has 0.1%+ to 50%+ percentage freedom

- Modified AI_RISK_MANAGEMENT.md to reflect new freedom
- Removed all references to artificial 3%/1% minimums
- Added ultra-tight scalping examples (0.1%-1%)
- Updated volatility guidelines for all trading styles

 PROVEN WITH REAL ORDERS:
- Transaction: 35QmCqWFzwJ1X2nm5M8rgExKEMbWTRqxCa1GryEsR595zYwBLqCzDowUYm3J2u13WMvYR2PRoS3eAMSzXfGvEVbe
- Confirmed: 0.5% SL / 0.25% TP working on Drift Protocol
- Verified: Orders visible in Drift UI with correct trigger prices

- Optimal risk management based on actual market conditions
- Support for all trading styles: scalping to position trading
- No more forced suboptimal stops due to artificial limits
- Professional-grade percentage precision

The AI can now freely optimize percentages for maximum trading effectiveness!

minimum-order-calculator.js

@@ -0,0 +1,113 @@
+#!/usr/bin/env node
+
+/**
+ * Calculate Drift Protocol Minimum Order Size
+ * Based on the error: base_asset_amount=2730661 cannot be below order_step_size=10000000
+ */
+
+async function calculateMinimumOrderSize() {
+  console.log('🧮 CALCULATING DRIFT PROTOCOL MINIMUM ORDER SIZE')
+  console.log('=' .repeat(60))
+  
+  // From the error log:
+  // Our $0.50 order = 2730661 units
+  // Required minimum = 10000000 units
+  
+  const ourOrderUnits = 2730661
+  const requiredMinimumUnits = 10000000
+  const ourOrderUsd = 0.50
+  
+  // Calculate what $1 USD equals in units
+  const unitsPerDollar = ourOrderUnits / ourOrderUsd
+  console.log('📊 Units per $1 USD:', unitsPerDollar.toLocaleString())
+  
+  // Calculate minimum USD amount needed
+  const minimumUsdRequired = requiredMinimumUnits / unitsPerDollar
+  console.log('💰 Minimum USD amount required: $' + minimumUsdRequired.toFixed(2))
+  
+  // Calculate safety margin (add 10%)
+  const safeMinimum = minimumUsdRequired * 1.1
+  console.log('🛡️ Safe minimum (110%): $' + safeMinimum.toFixed(2))
+  
+  console.log('')
+  console.log('🎯 TESTING RECOMMENDATIONS:')
+  console.log('  1. Use minimum $' + Math.ceil(safeMinimum) + ' for testing')
+  console.log('  2. This will allow testing percentage limits properly')
+  console.log('  3. Previous tests failed due to order size, not percentages')
+  
+  return {
+    minimumUsd: minimumUsdRequired,
+    safeMinimum: safeMinimum,
+    recommendedTestAmount: Math.ceil(safeMinimum)
+  }
+}
+
+async function testWithProperOrderSize() {
+  console.log('')
+  console.log('🚀 TESTING WITH PROPER ORDER SIZE')
+  console.log('=' .repeat(50))
+  
+  const calc = await calculateMinimumOrderSize()
+  
+  const testOrder = {
+    action: 'place_order',
+    symbol: 'SOL',
+    side: 'buy',
+    amount: calc.recommendedTestAmount,
+    leverage: 1,
+    stopLoss: true,
+    takeProfit: true,
+    stopLossPercent: 0.5,   // Test ultra-tight 0.5%
+    takeProfitPercent: 0.25  // Test ultra-tight 0.25%
+  }
+  
+  console.log('📋 Test Order with Proper Size:')
+  console.log('  Amount: $' + testOrder.amount)
+  console.log('  Stop Loss: ' + testOrder.stopLossPercent + '%')
+  console.log('  Take Profit: ' + testOrder.takeProfitPercent + '%')
+  console.log('')
+  
+  if (!process.argv.includes('--execute')) {
+    console.log('💡 Add --execute flag to place this real order')
+    console.log('   Example: node minimum-order-calculator.js --execute')
+    return
+  }
+  
+  console.log('🚀 Placing order with proper size...')
+  
+  try {
+    const response = await fetch('http://localhost:3000/api/drift/trade', {
+      method: 'POST',
+      headers: {
+        'Content-Type': 'application/json',
+      },
+      body: JSON.stringify(testOrder)
+    })
+    
+    const result = await response.json()
+    
+    if (result.result && result.result.success) {
+      console.log('✅ ORDER PLACED SUCCESSFULLY!')
+      console.log('🔗 Transaction ID:', result.result.transactionId)
+      console.log('🎯 MINIMUM PERCENTAGES CONFIRMED:')
+      console.log('  ✅ Stop Loss: 0.5% works!')
+      console.log('  ✅ Take Profit: 0.25% works!')
+    } else {
+      console.log('❌ Order failed:')
+      console.log(JSON.stringify(result, null, 2))
+    }
+    
+  } catch (error) {
+    console.error('❌ Test failed:', error.message)
+  }
+}
+
+if (require.main === module) {
+  if (process.argv.includes('--execute')) {
+    testWithProperOrderSize()
+  } else {
+    calculateMinimumOrderSize()
+  }
+}
+
+module.exports = { calculateMinimumOrderSize, testWithProperOrderSize }