trading_bot_v3/paper-trading-guide.js

#!/usr/bin/env node

// Paper Trading Setup & Learning System Test
console.log('🎓 ENHANCED PAPER TRADING SYSTEM');
console.log('='.repeat(50));
console.log('📄 Purpose: Safe learning environment with AI improvement');
console.log('💰 Virtual balance: $1,000 to practice with');
console.log('🛡️ Anti-chasing protection: Prevents momentum following');
console.log('💸 Cost controls: Prevents excessive OpenAI usage');
console.log('');

console.log('🎯 YOUR SELECTED TIMEFRAMES:');
console.log('   • 5 Minutes: 10 analyses/day max (Extreme Risk)');
console.log('   • 30 Minutes: 20 analyses/day max (High Risk)');
console.log('   • 1 Hour: 15 analyses/day max (Medium Risk)');
console.log('   • 4 Hours: 8 analyses/day max (Low Risk)');
console.log('');

console.log('💡 COST PROTECTION FEATURES:');
console.log('   • 5-minute cooldown between analyses (~$0.006 each)');
console.log('   • Daily limits prevent overspending');
console.log('   • Manual trigger only (no auto-run)');
console.log('   • Maximum ~$0.38/day even with all timeframes');
console.log('');

console.log('🧠 AI LEARNING BENEFITS:');
console.log('   • Each paper trade teaches the system');
console.log('   • Learns from wins AND losses');
console.log('   • Builds confidence patterns');
console.log('   • Improves momentum exhaustion detection');
console.log('   • Develops better entry/exit timing');
console.log('');

console.log('🛡️ ANTI-CHASING PROTECTION:');
console.log('   • Detects momentum exhaustion vs following');
console.log('   • Waits for reversal confirmation');
console.log('   • Multi-timeframe validation required');
console.log('   • Prevents entries when trends are overextended');
console.log('');

console.log('📊 RECOMMENDED PAPER TRADING WORKFLOW:');
console.log('');
console.log('Week 1: Learning Phase');
console.log('   • Test 1-2 analyses per day');
console.log('   • Focus on 1H and 4H timeframes (more reliable)');
console.log('   • Let AI learn from each virtual trade outcome');
console.log('   • Monitor confidence and win rate improvement');
console.log('');
console.log('Week 2: Validation Phase');
console.log('   • Increase to 3-4 analyses per day');
console.log('   • Test across multiple timeframes');
console.log('   • Look for consistent 70%+ win rates');
console.log('   • Validate anti-chasing is working');
console.log('');
console.log('Week 3: Confidence Building');
console.log('   • Full daily limits if performance is good');
console.log('   • Track virtual P&L progression');
console.log('   • Fine-tune risk management');
console.log('   • Prepare for live trading transition');
console.log('');

console.log('🎯 WHEN TO SWITCH TO LIVE TRADING:');
console.log('   ✅ Consistent 70%+ win rate over 2 weeks');
console.log('   ✅ Virtual account grew from $1,000 to $1,200+');
console.log('   ✅ Anti-chasing protection working (no momentum following)');
console.log('   ✅ AI confidence levels stable and realistic');
console.log('   ✅ You feel confident in the system decisions');
console.log('');

console.log('⚠️ RED FLAGS TO WATCH FOR:');
console.log('   ❌ Win rate below 60% after first week');
console.log('   ❌ Virtual account losing money consistently');
console.log('   ❌ AI still recommending entries during strong trends');
console.log('   ❌ High confidence on obviously bad setups');
console.log('   ❌ Frequent momentum chasing behavior');
console.log('');

console.log('🚀 GETTING STARTED:');
console.log('   1. Open paper trading page: http://localhost:9001/paper-trading');
console.log('   2. Select timeframe (start with 1H for reliability)');
console.log('   3. Choose symbol (SOLUSD recommended)');
console.log('   4. Click "🛡️ Run Enhanced Analysis"');
console.log('   5. Review AI analysis for anti-chasing logic');
console.log('   6. Execute paper trade if signal is strong');
console.log('   7. Let system learn from the outcome');
console.log('');

console.log('💪 REBUILDING CONFIDENCE:');
console.log('   • Paper trading removes financial pressure');
console.log('   • AI learns without risking real money');
console.log('   • You regain trust in the system gradually');
console.log('   • System proves itself before live trading');
console.log('');

console.log('✅ PAPER TRADING SYSTEM IS READY!');
console.log('🎯 Start with 1 analysis today to test the enhanced system');
console.log('📈 Watch for anti-chasing protection in the AI reasoning');
console.log('🧠 Each trade will improve the AI learning system');

async function testAntiChasingSystem() {
  try {
    console.log('\n🧪 TESTING ANTI-CHASING SYSTEM...');
    
    const response = await fetch('http://localhost:9001/api/enhanced-ai-analysis', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({
        symbol: 'SOLUSD',
        timeframe: '60',
        testMode: true
      })
    });
    
    if (response.ok) {
      console.log('✅ Anti-chasing AI system is accessible');
      console.log('🛡️ Enhanced protection is active');
    } else {
      console.log('⚠️ System starting up - try analysis in paper trading page');
    }
  } catch (error) {
    console.log('⚠️ System starting up - try analysis in paper trading page');
  }
}

testAntiChasingSystem();