This paper addresses the issues of rigid content, inefficient methods, and one-sided evaluation in traditional wargaming courses. Anchored in job task requirements and the goal of cultivating new-type command talents, a "Learning- Research-Capability Enhancement" teaching model is constructed. This model creates a progressive content system of "Basic Cognition - Specialized Application - Comprehensive Innovation," driving the transformation of teaching from fixed scripts to dynamic generation. I