spec-interview

To turn fuzzy ideas into an execution-ready specification, you can use a structured user interview process that asks non-obvious questions about technical choices, UI/UX expectations, risks, and edge cases to remove ambiguity and produce actionable constraints for implementation.

A spec-first workflow for 1-shot execution involves generating a complete, acceptance-criteria-driven specification document before coding, then moving to a clean new session to implement it independently without further back-and-forth interactions.

You clarify unclear requirements by conducting a depth-first requirement discovery interview that covers technical choices, UI/UX expectations, risks, tradeoffs, and edge cases iteratively until enough information is gathered to write a precise spec.

Yes, you can use a user interview to define acceptance criteria by asking iterative questions about risks and tradeoffs, which results in a full specification document with standards suitable for implementation.

The best way to remove ambiguity for agent workflow implementation is to convert vague goals into actionable constraints through a structured interview, producing an execution-ready specification that the model can follow independently.