interrogate

To scope requirements with clarifying questions, use a four-layer framework asking one question per turn to define goals, audience, constraints, and assumptions before execution. It activates automatically on ambiguity to build a structured brief.

The best way to gather stakeholder assumptions for task scoping is through a structured, one-question-per-turn dialogue that progressively builds a complete brief covering goals, audience, constraints, and assumptions before any work begins.

To ensure you never start work without a clear scope, prompt a structured questioning framework that detects ambiguity and automatically gathers necessary constraints and goals. It presents a brief plan and stops gracefully upon approval.

You can manually trigger clarifying questions for requirements gathering, or rely on its automatic ambiguity detection. It activates on complex or vague requests to systematically define goals, audience, constraints, and assumptions before proceeding.

If task scoping is not surfacing constraints and assumptions, ensure your initial request contains enough context for ambiguity detection. Use manual prompts to trigger the four-layer questioning framework, which focuses strictly on goals, audience, constraints, and assumptions.