Top-Down Skill Refinement

A hierarchical skill refinement method that decomposes tasks into three levels: composite skills, atomic skills, and primitive skills. Each level defines an explicit input-output contract. Drawing on modular design principles from software engineering, it enables local revision while maintaining global stability.