User / Dashboard

Login and enter preferences

Data Agent

Fetch stock data, preprocess & clean

Trend Agent

Detect trends

Prediction Agent

Forecast price

Risk Agent

Assess volatility, risk level

Decision Agent

Combine trend, prediction & risk → Output BUY/SELL/HOLD

Reasoning Agent

Explain decision

Dashboard

Candlestick chart, MA20/MA50, Metrics & Signals