What This Software Does

Stock Analysis Telegram Agent is an intelligent trading analysis system that delivers professional-grade stock recommendations directly through Telegram. The platform uses a “Chain of Thought” approach to analyze stocks, mimicking the workflow of a professional day trader to provide actionable buy, sell, or hold recommendations with precise entry points, stop-loss levels, and target prices.
When users send a stock symbol through Telegram, the system orchestrates multiple specialized AI agents to gather and analyze data from various sources. It fetches multi-timeframe technical data (1-minute, 15-minute, and 1-hour candles) from TwelveData and retrieves recent market news from NewsAPI. The SentimentAnalyzer agent evaluates news articles to determine market sentiment and impact, while the TradeDecisionAgent combines technical analysis across multiple timeframes with sentiment data to generate comprehensive trade recommendations.
The platform is designed for active traders who need quick, data-driven insights on-demand. It integrates seamlessly with Telegram for instant mobile access and uses AutoGen’s multi-agent framework to ensure consistent, professional-quality analysis. The system provides structured recommendations including trade direction, entry price, stop-loss placement, target price, and detailed rationale explaining the decision-making process.