deep-interview

To clarify ambiguous project requirements, you can use a Socratic interview process that applies targeted questioning and ambiguity scoring. This method pressure-tests assumptions to define intent, scope, and success criteria before any code is written.

A Socratic clarification loop for software planning is a structured questioning technique used to identify hidden constraints and define non-goals. It transforms vague user requests into execution-ready specifications through targeted inquiry.

You prevent misaligned implementation by employing ambiguity gating, which uses mathematical scoring to block execution handoff. This ensures requirements meet a specific clarity threshold before downstream planning begins.

You need to use an interview process for requirements gathering when a user requests a broad feature like adding a new system. It helps determine specific scope, technical boundaries, and success metrics to prevent wasted development effort.

Yes, you can use automated Socratic questioning to define non-goals and decision boundaries across creator-runtime domains. It establishes intent and scope through targeted questions that pressure-test project assumptions.

Ambiguity scoring works for broad feature specifications by mathematically evaluating requirement clarity. It prevents execution handoff until the specifications are fully defined, testable, and meet the required threshold for blueprinting.