feat: integrate AI learning system with trading automation
- AutomationWithLearning class with decision recording and outcome assessment - Enhanced API endpoints with learning status visibility - Singleton automation manager for seamless learning system integration - EnhancedAILearningPanel component for real-time learning visibility - Learning-enhanced trade execution with AI adjustments to SL/TP - Automatic decision tracking and outcome-based learning Key Features: - Records trading decisions before execution - Enhances analysis with learned patterns - Tracks trade outcomes for continuous improvement - Provides full visibility into AI decision-making process - Integrates SimplifiedStopLossLearner with real trading flow - Whether learning system is active - How many decisions are being tracked - Real-time learning statistics and insights - AI enhancements applied to trading decisions
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46
lib/automation-singleton.js
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46
lib/automation-singleton.js
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// Singleton automation instance manager with learning integration
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let automationInstance = null;
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async function createAutomationInstance() {
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try {
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// Try to import the learning-enhanced automation first
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const AutomationWithLearning = require('./automation-with-learning-v2.js');
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console.log('✅ Creating automation instance with AI learning system');
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return new AutomationWithLearning();
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} catch (error) {
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console.warn('⚠️ Learning-enhanced automation not available, falling back to basic automation');
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console.warn('Error:', error.message);
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// Fallback to basic automation
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try {
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const { simpleAutomation } = await import('./simple-automation.js');
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console.log('✅ Creating basic automation instance');
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return simpleAutomation;
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} catch (fallbackError) {
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console.error('❌ Could not create any automation instance:', fallbackError);
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throw new Error('No automation system available');
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}
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}
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}
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function getAutomationInstance() {
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if (!automationInstance) {
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automationInstance = createAutomationInstance();
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}
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return automationInstance;
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}
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function resetAutomationInstance() {
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if (automationInstance) {
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console.log('🔄 Resetting automation instance');
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if (typeof automationInstance.stop === 'function') {
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automationInstance.stop();
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}
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}
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automationInstance = null;
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}
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module.exports = {
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getAutomationInstance,
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resetAutomationInstance
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};
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