Convert repeated tasks into versioned skills, track performance gaps, and iteratively polish through Git version control. Use for identifying repeated patterns, improving skill consistency, tracking skill evolution, and addressing failure cases. Achieves 20% consistency improvement through iterative refinement. Triggers on "improve skill", "polish skill", "repeated task", "skill evolution", "version skill", "refine pattern".