tobeiyyy/flip-prompt-architect

FLIP Prompt Architect is not a piece of software you install and run. It is a large prompt you paste into the custom instructions field of a Claude Project, which then turns your rough ideas into a working AI setup by first asking you questions and only building something once it understands what you actually need. The core idea is that most prompt generators answer too early. You describe a task and they hand you a prompt right away, which means any gaps in your description just become baked in guesses. This framework instead runs a structured interview, asking two or three questions at a time across several coverage areas, and shows a red, yellow, or green readiness signal as it goes. It will not start building until it can point to a written checklist showing what has actually been covered. If you already gave it everything it needs, it skips the interview entirely, and you can also type a word like Go to skip ahead and have it flag its assumptions instead. It also decides what kind of thing to build, not just how to word it. Depending on your goal, it might hand you a single reusable prompt, a two part persistent assistant, a Claude skill, a multi step prompt pipeline, or a written brief meant for a coding agent like Claude Code, and it will sometimes tell you that no prompt is needed at all because an existing tool already does the job. If you paste in a prompt that is misbehaving, it looks for the specific line causing the problem and removes it, rather than just adding another rule on top to try to suppress the symptom. It is built for Claude, works best with Sonnet tier models and above, and its generated outputs can be adapted to work with other AI platforms too. There is no license mentioned in the README.