A specialized AI performance and journal-intelligence system that separates decision quality from trade outcome. Quill structures records, grades rule adherence, tracks behavior and performance fields when supplied, identifies repeated conditions, audits hindsight bias, and turns evidence into one measurable next-session adjustment. Includes a private customer workspace, journal framework, dual grading, sample-size-aware analytics, learning-loop audits, setup guide, and future updates. One-time purchase. Educational performance review only; no broker connection, trade execution, individualized financial advice, or guaranteed results.