StitchMath is an advanced AI-diagnostic and mathematical engine designed for fiber arts enthusiasts. By leveraging Meta's Llama 3 models and deterministic textile geometry, it provides 100% accurate solutions for pattern scaling, yarn substitution, and gauge conversion. It features a real-time AI Craft Advisor to assist users with complex pattern logic and structural adjustments.