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To clarify complex project requirements, use a Socratic questioning protocol that engages users in dialogue to uncover constraints, user needs, and purpose before implementation begins. This prevents wasted development effort and ensures alignment with user goals.

The Socratic method for requirements gathering is a communication protocol that generates dynamic questions based on request context. It systematically uncovers essential functionalities and target user needs through structured dialogue rather than assumptions.

To stop building features with ambiguous user requests, apply a structured clarification protocol that asks targeted questions about the feature's purpose and constraints. It provides progress reporting and error handling to ensure all requirements are fully understood.

Yes, you can use Socratic dialogue for project management communication to ensure complex requests are fully understood before development. It provides transparent progress updates and clear communication during the requirements gathering process.

The limitations of using AI for requirements gathering involve relying heavily on user responses to dynamic questions. If initial requests lack context, the Socratic protocol requires multiple dialogue iterations to reach sufficient alignment before any code is written.