deep-interview

Socratic questioning reduces ambiguity in software requirements by surfacing hidden assumptions through a one-question-at-a-time interview loop until an ambiguity score falls below 20%, yielding a clear specification.

Socratic requirement gathering is an interview technique that uses progressively targeted questions to surface hidden assumptions. It tracks ontology and uses round-based ambiguity scoring to gate readiness before producing a specification.

Yes, Socratic questioning supports brownfield planning by mapping existing codebase context when available. It integrates this existing environment context to target questions and clarify requirements accurately.

To convert a vague product idea into a clear specification, state your idea to trigger a focused interview loop. Weakest-dimension targeting progressively clarifies requirements until ambiguity converges below 20%.

Autoresearch mode helps with requirement gathering by optionally driving mission proof and evaluation. It complements the Socratic questioning process to ensure specifications are validated before autonomous execution.