bmad-advanced-elicitation

Name: bmad-advanced-elicitation
Availability: InStock
Author: Marc

Apply structured critique frameworks to refine document sections iteratively.

Updated Jul 11, 2026

Search Tags:#optimization #analysis #reasoning #elicitation #socratic #critique

Ready to run

npx skills add https://github.com/marcmontecalvo/kinward --skill bmad-advanced-elicitation-marcmontecalvo

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: bmad-advanced-elicitation
Source: https://github.com/marcmontecalvo/kinward/tree/main/.agents/skills/bmad-advanced-elicitation
Command: npx skills add https://github.com/marcmontecalvo/kinward --skill bmad-advanced-elicitation-marcmontecalvo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python3, and includes scripts (resource) components.

What problem does it solve?

This skill addresses the tendency for AI to provide surface-level or unexamined responses by forcing a structured, iterative critique of generated content.

Core Features & Use Cases

Methodological Elicitation: Applies diverse analytical frameworks like Socratic questioning, first principles, and pre-mortems to improve output quality.
Iterative Refinement: Allows users to select specific critique methods and apply them to sections of a document, ensuring the final result is robust and well-reasoned.
Use Case: When drafting a complex project proposal, use this skill to perform a red-team analysis on your strategy to identify potential risks and logical gaps before finalizing the document.

Quick Start

Invoke the bmad-advanced-elicitation skill to critique the current section of your document using a first principles approach.

Frequently Asked Questions about bmad-advanced-elicitation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I use Socratic questioning to refine AI-generated content?▼

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.

What is the best way to perform a red-team analysis on a project proposal?▼

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.

Can I apply first principles thinking to critique specific sections of a document?▼

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.

Do I need Python3 to run advanced elicitation scripts?▼

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.

Why does AI output need iterative critique and method-driven analysis?▼

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.