Status: Active |
+ + + + + `, { + headers: { 'Content-Type': 'text/html' } + }); + } + + if (url.pathname === '/execute') { + try { + const result = await executeAnalysis(null, env); + return new Response(JSON.stringify({ + message: 'Autonomous analysis executed successfully', + timestamp: new Date().toISOString(), + result + }), { + headers: { 'Content-Type': 'application/json' } + }); + } catch (error) { + return new Response(JSON.stringify({ + error: error.message, + timestamp: new Date().toISOString(), + system: 'autonomous-agent' + }), { + status: 500, + headers: { 'Content-Type': 'application/json' } + }); + } + } + + return new Response('Autonomous Agent Endpoint Not Found', { status: 404 }); + }, + + // Cloudflare Workers cron handler - triggered by scheduled events + async scheduled(event, env, ctx) { + console.log('🚀 Cloudflare Workers cron triggered - executing Swarms AI analysis'); + ctx.waitUntil(executeAnalysis(event, env)); + } +}; + +// Core function combining Cloudflare Workers execution with Swarms API intelligence +async function executeAnalysis(event, env) { + console.log('🤖 Cloudflare Workers executing Swarms AI analysis...'); + + try { + // Step 1: Autonomous data collection from multiple sources + console.log('📊 Executing autonomous data collection...'); + const marketIntelligence = await collectMarketIntelligence(); + + const validData = Object.keys(marketIntelligence).filter(symbol => !marketIntelligence[symbol].error); + if (validData.length === 0) { + throw new Error('Autonomous data collection failed - no valid market intelligence gathered'); + } + + console.log('✅ Autonomous data collection successful: ' + validData.length + ' sources'); + + // Step 2: Deploy Swarms AI agents for autonomous analysis + console.log('🧠 Deploying Swarms AI agents for autonomous intelligence generation...'); + const swarmConfiguration = { + name: "Autonomous Market Intelligence Swarm", + description: "Self-executing financial analysis and decision support system", + agents: [ + { + agent_name: "Autonomous Technical Intelligence Agent", + system_prompt: "You are an autonomous technical analysis AI agent operating 24/7. Provide: Real-time trend identification and momentum analysis, dynamic support/resistance level calculations, technical indicator signals (RSI, MACD, moving averages), autonomous price targets and risk assessments, and self-executing trading signal recommendations. Format your analysis as a professional autonomous intelligence briefing for automated systems.", + model_name: "gpt-4o-mini", + max_tokens: 2500, + temperature: 0.2 + }, + { + agent_name: "Autonomous Market Sentiment Agent", + system_prompt: "You are an autonomous market sentiment analysis AI agent. Continuously evaluate: Real-time market psychology and investor behavior patterns, volume analysis and institutional activity detection, risk-on vs risk-off sentiment shifts, autonomous sector rotation and leadership identification, and self-executing market timing recommendations. Provide actionable intelligence for autonomous decision-making systems.", + model_name: "gpt-4o-mini", + max_tokens: 2500, + temperature: 0.3 + } + ], + swarm_type: "ConcurrentWorkflow", + task: `Execute autonomous analysis of real-time market intelligence: ${JSON.stringify(marketIntelligence, null, 2)} Generate comprehensive autonomous intelligence report including: 1. Technical analysis with specific autonomous entry/exit recommendations 2. Market sentiment assessment with timing signals for automated systems 3. Risk management protocols for autonomous execution 4. Self-executing action recommendations 5. Key monitoring parameters for next autonomous cycle Focus on actionable intelligence for autonomous trading systems and automated decision making.`, + max_loops: 1 + }; + + // Execute Swarms API call from Cloudflare Workers edge + const response = await fetch('https://api.swarms.world/v1/swarm/completions', { + method: 'POST', + headers: { + 'x-api-key': env.SWARMS_API_KEY, + 'Content-Type': 'application/json' + }, + body: JSON.stringify(swarmConfiguration) + }); + + if (!response.ok) { + const errorText = await response.text(); + throw new Error('Swarms API autonomous execution failed: ' + response.status + ' - ' + errorText); + } + + const analysisResult = await response.json(); + const intelligenceReport = analysisResult.output; + + console.log('✅ Autonomous Swarms AI analysis completed successfully'); + console.log('💰 Autonomous execution cost: ' + (analysisResult.usage?.billing_info?.total_cost || 'N/A')); + + // Step 3: Execute autonomous actions based on intelligence + if (env.AUTONOMOUS_ALERTS_EMAIL) { + console.log('📧 Executing autonomous alert system...'); + await executeAutonomousAlerts(env, intelligenceReport, marketIntelligence); + } + + return { + success: true, + analysis: intelligenceReport, + symbolsAnalyzed: validData.length, + cost: analysisResult.usage?.billing_info?.total_cost || analysisResult.metadata?.billing_info?.total_cost, + executionTime: new Date().toISOString(), + nextExecution: 'Scheduled for next autonomous cron trigger', + autonomousSystem: 'Swarms AI Agents' + }; + + } catch (error) { + console.error('❌ Autonomous analysis execution failed:', error.message); + return { + success: false, + error: error.message, + executionTime: new Date().toISOString(), + autonomousSystem: 'Error in autonomous pipeline' + }; + } +} + +// Autonomous market intelligence collection +async function collectMarketIntelligence() { + const targetSymbols = ['SPY', 'QQQ', 'AAPL', 'MSFT', 'NVDA', 'TSLA']; + const marketIntelligence = {}; + + console.log('🎯 Executing autonomous multi-source data collection...'); + + const dataCollectionPromises = targetSymbols.map(async (symbol) => { + try { + const controller = new AbortController(); + const timeout = setTimeout(() => controller.abort(), 10000); + + // Autonomous data collection from Yahoo Finance API + const response = await fetch( + 'https://query1.finance.yahoo.com/v8/finance/chart/' + symbol, + { + signal: controller.signal, + headers: { + 'User-Agent': 'Mozilla/5.0 (autonomous-swarms-agent) AppleWebKit/537.36' + } + } + ); + clearTimeout(timeout); + + if (!response.ok) { + throw new Error('Autonomous data collection failed: HTTP ' + response.status); + } + + const data = await response.json(); + const chartResult = data.chart.result[0]; + const meta = chartResult.meta; + + if (!meta) { + throw new Error('Invalid market intelligence structure received'); + } + + const currentPrice = meta.regularMarketPrice; + const previousClose = meta.previousClose; + const dayChange = currentPrice - previousClose; + const changePercent = ((dayChange / previousClose) * 100).toFixed(2); + + console.log('📈 ' + symbol + ': $' + currentPrice + ' (' + changePercent + '%) - Autonomous collection successful'); + + return [symbol, { + price: currentPrice, + change: dayChange, + change_percent: changePercent, + volume: meta.regularMarketVolume || 0, + market_cap: meta.marketCap || 0, + pe_ratio: meta.trailingPE || 0, + day_high: meta.regularMarketDayHigh, + day_low: meta.regularMarketDayLow, + fifty_two_week_high: meta.fiftyTwoWeekHigh, + fifty_two_week_low: meta.fiftyTwoWeekLow, + currency: meta.currency || 'USD', + market_state: meta.marketState, + autonomous_collection_time: new Date().toISOString(), + data_quality: 'high' + }]; + + } catch (error) { + console.error('❌ Autonomous collection failed for ' + symbol + ':', error.message); + return [symbol, { + error: 'Autonomous collection failed: ' + error.message, + autonomous_collection_time: new Date().toISOString(), + data_quality: 'failed' + }]; + } + }); + + const results = await Promise.allSettled(dataCollectionPromises); + results.forEach((result) => { + if (result.status === 'fulfilled' && result.value) { + const [symbol, data] = result.value; + marketIntelligence[symbol] = data; + } + }); + + const successfulCollections = Object.keys(marketIntelligence).filter(k => !marketIntelligence[k]?.error).length; + console.log('📊 Autonomous intelligence collection completed: ' + successfulCollections + '/' + targetSymbols.length + ' successful'); + + return marketIntelligence; +} + +// Autonomous alert and notification system +async function executeAutonomousAlerts(env, intelligenceReport, marketIntelligence) { + if (!env.MAILGUN_API_KEY || !env.MAILGUN_DOMAIN || !env.AUTONOMOUS_ALERTS_EMAIL) { + console.log('⚠️ Autonomous alert system not configured - skipping notifications'); + return; + } + + try { + // Autonomous detection of significant market movements + const significantMovements = Object.entries(marketIntelligence) + .filter(([symbol, data]) => data.change_percent && Math.abs(parseFloat(data.change_percent)) > 3) + .map(([symbol, data]) => symbol + ': ' + data.change_percent + '%') + .join(', '); + + const alertSubject = '🤖 Autonomous Market Intelligence Alert - ' + new Date().toLocaleDateString(); + + const alertBody = ` + + +Date: ${new Date().toLocaleString()}
+Movements: ${significantMovements || 'Normal volatility'}
+ +${intelligenceReport}
+
+ Powered by Swarms API
+ + + `; + + const formData = new FormData(); + formData.append('from', 'Autonomous Market Intelligence