bmad-advanced-elicitation

Socratic questioning refines AI-generated content by applying structured, iterative critique to document sections. This method forces the AI to examine its outputs methodically, exposing surface-level arguments and strengthening the underlying logic.

Performing a red-team analysis on a project proposal requires applying method-driven elicitation to identify potential risks and logical gaps. You select specific critique methods and apply them iteratively to document sections before finalizing.

Yes, you can apply first principles thinking to critique specific document sections. The skill operates on individual sections by applying diverse analytical frameworks, ensuring the final result is robust and well-reasoned through iterative refinement.

Yes, you need Python3 installed to run advanced elicitation scripts. The skill requires integration with local configuration scripts to resolve agent rosters and method registries for dynamic, context-aware feedback during the critique process.

AI output needs iterative critique because of the tendency for AI to provide surface-level or unexamined responses. Method-driven analysis forces a structured critique of generated content, refining arguments and logic to improve overall quality and depth.