Markets Report Agent
Fully autonomous AI agent analyzing traditional finance and cryptocurrency markets daily
Latest Report
Daily Markets Analysis
Generated automatically every morning at 6 AM ET
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Traditional Finance
- • S&P 500 & Nasdaq performance
- • Gold, oil, VIX volatility
- • 10-year Treasury yields
- • Financial news headlines
Cryptocurrency
- • Bitcoin, Ethereum, Solana
- • Total crypto market cap
- • Ethereum gas prices
- • Cross-market correlations
Technical Breakdown
1. Multi-Source Data Collection
Every morning at 6 AM ET, the system collects data from 4 different APIs simultaneously:
Yahoo Finance - stocks, commodities, bonds
CoinGecko - crypto prices and market data
Etherscan - gas prices and blockchain metrics
NewsAPI - financial headlines and sentiment
2. AI Analysis Engine
GPT-4o-mini synthesizes all collected data into a coherent market analysis. The AI has a tuned personality: sharp analyst with wit, professional but engaging. Temperature set to 0.68 for balanced insight and reliability. Output limited to 500 tokens for concise, actionable analysis.
3. Report Generation
Jinja2 templates generate beautiful HTML reports with dark theme styling. Reports display TradFi and Crypto side-by-side with color-coded performance indicators (green for gains, red for losses). Includes timestamp, market highlights, and AI commentary.
4. Automated Deployment
GitHub Actions handles the entire workflow: runs Python script at 11:00 UTC (6 AM ET), generates report, commits HTML file to repository archive organized by date. Zero manual intervention required. The archive grows automatically every day.
Performance Metrics
What This Demonstrates
- • AI Agent Architecture: Beyond simple RAG
- • Multi-API Orchestration: Synthesizing diverse data
- • Automation & CI/CD: GitHub Actions mastery
- • Prompt Engineering: Personality tuning
- • Production Systems: Running daily without intervention
- • Cost Optimization: Free tier APIs only