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The Portfolio Forecasting Agent is a comprehensive financial modeling tool designed to help active traders visualize future wealth trajectories through rigorous statistical analysis. It goes beyond simple compounding by incorporating Monte Carlo simulations for probabilistic outcomes, detailed tax obligation forecasting across different states, and sensitivity analysis on trading metrics like win rates and returns. By integrating with existing trading data, it provides realistic scenarios ranging from conservative to aggressive, enabling traders to make informed decisions about risk management, position sizing, and long-term financial planning through professional LaTeX and CSV reports.
