deep-interview

To convert a vague idea into a clear specification, use Socratic questioning to iteratively surface hidden assumptions. This structured interview process reduces ambiguity across goals and constraints, yielding a crystal-clear, executable spec.

Socratic questioning for ambiguity reduction is a phase-based interview method that scores clarity against an explicit threshold. It captures the ontology of core entities and success criteria to gate project execution against vague requirements.

Yes, structured interviews can validate ideas for existing codebases through brownfield-context awareness. The questioning anchors directly to your current systems and existing code to ensure generated specifications fit your established architecture.

Generate an execution plan from an unstructured prompt by completing a deep interview workflow. The process produces structured artifacts including an executable spec, entity ontology, and a progress-guarded execution plan with optional autopilot escalation.

A limitation of Socratic interviews for requirement gathering is the dependency on reaching an explicit ambiguity threshold before execution begins. If complex domain ontology or constraints are not fully articulated, the generated specification may remain incomplete.