This repository contains an AI-powered system for analyzing and decoding presidential communications on social media to predict financial market impacts. The approach uses brute-force search over 31.5 million model variants to find patterns connecting Trump post content to subsequent stock market movements. The project achieved a 61.3% hit rate across 566 verified predictions. It provides a live dashboard for daily analysis and releases all prediction data as open data.