To advanced traders who are trapped in a loss cycle: In-depth analysis of the neural mechanism of "separation of knowledge and action", revealing how the game of the two systems of the brain leads to the collapse of execution. Through rule quantification, deliberate practice and neural reshaping, we can help you transform fuzzy cognition into muscle memory, build a "system-driven" survival manual, and realize the evolution of the capital curve from random fluctuations to stable output.