This project focused on building a high-performance, scalable character system for Ctuber, an AI platform that generates real-time video content. The challenge was to create a digital avatar that could not only "speak" through AI-driven audio but also adapt its energy and behavior dynamically, all while remaining lightweight enough for seamless web implementation.