The Cornetto Ice Cream Cone Framework is a prompting technique using four C's—context, constraints, control, and one unstated element—to improve AI agent performance on complex tasks. The framework emphasizes designing an independent control loop that doesn't know about other C's, and can be implemented through fresh context windows, static tests, or human oversight.