The Master Prompt Framework

The Master Prompt Framework creates a disciplined sequence around the use of AI. It helps the user assign the right role, define the task properly, collate the necessary material, impose a useful structure, challenge the result, and repeat the process until the output is not merely fluent, but genuinely usable. Prompt Engineering often focuses on the initial command. MPF focuses on the full cycle. That difference may appear small at first, but it changes the nature of the interaction. The user is no longer simply trying to get a better answer from the machine. The user is directing a process in which AI becomes one component inside a wider act of human judgement.