dopamine

Dopamine is a compact agent skill that applies human-inspired reinforcement learning principles to guide AI agents toward the smallest verified solution for coding, debugging, research, and planning tasks. It optimizes effort allocation by predicting outcomes, testing the cheapest high-information step, measuring prediction error, and stopping when completion conditions are met—achieving 63.8% less code and 29.7% fewer tokens than baseline approaches.