Based on the development needs of new productive forces, this study analyzes the current reality of insufficient integration between the “five educations” and the practical education system in universities. It explores the coupling mechanism between moral, intellectual, physical, aesthetic, and labor education and vocational ability development, which can effectively strengthen the alignment between the university education system and modern industrial demands, providing theoretical support for cultivating compound innovative talents.