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To clarify vague product requirements, apply a Socratic questioning protocol that surfaces hidden assumptions and guides architectural decisions. This structured approach extracts exact intent to prevent scope creep.

The best way to surface architectural trade-offs is through Socratic questioning. This method reveals underlying assumptions in complex requests and guides users toward deciding among available architectural options.

To keep product management initiatives on schedule during long-running requests, utilize deterministic progress reporting and structured error handling. Tracking advancement maintains momentum throughout the clarification process.

Yes, you can use Socratic questioning to resolve ambiguous project briefs. The protocol provides structured communication to clarify intent, reveal architectural trade-offs, and guide decision-making for complex features.

When requirement extraction encounters errors, the protocol handles them directly to keep initiatives on schedule. It enforces deterministic progress reporting to maintain structured communication throughout the clarification process.