# UNO Tuner skill Activates on: "duel match", "tune prompts", "win rate". ## Workflow 1. Baseline: 20-game race vs rand AND vs heur; record both scores. 2. Change exactly one prompt surface (one criterion sentence, one state line, one threshold); never touch legality/mapping for score. 3. Re-race identical seeds; keep iff combined win rate improves. 4. Log the delta in docs/RESULTS.md with the diff quoted.