bmad-advanced-elicitation

Apply structured elicitation methods to critique and refine AI-generated content.

5|Updated Apr 18, 2026
One-click install
npx skills add https://github.com/russosalv/NONoise --skill bmad-advanced-elicitation-russosalv
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bmad-advanced-elicitation
Source: https://github.com/russosalv/NONoise/tree/main/packages/skills/bmad-advanced-elicitation
Command: npx skills add https://github.com/russosalv/NONoise --skill bmad-advanced-elicitation-russosalv

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill pushes a language model to reconsider, refine, and improve recently generated content by applying structured elicitation techniques so drafts become more robust, defensible, and actionable.

Core Features & Use Cases

  • Method registry and selection: Loads a sibling methods.csv, analyzes context, and selects a balanced set of elicitation methods (Socratic, pre-mortem, red team, SCAMPER, etc.) tailored to the content.
  • Interactive, iterative enhancement: Presents 1-5 options, executes chosen methods on the current section, shows improvements, and repeats until the user proceeds.
  • Use Case: Use this Skill to red-team a requirements section, produce alternative architectures, sharpen acceptance criteria, or stress-test persona-driven outputs before applying changes.

Quick Start

Apply advanced elicitation to the last AI-generated section and present five method options for iterative improvement.

Frequently Asked Questions about bmad-advanced-elicitation

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

FAQPage Schema
How do I red-team AI-generated drafts to improve content quality?

Stress-test AI drafts by applying structured elicitation methods like pre-mortem and Socratic critique. This process refines content such as requirements and architecture notes, making them more robust, defensible, and actionable through iterative refinement.

What is structured elicitation for prompt engineering and content improvement?

Structured elicitation is a technique to critically challenge and refine recently generated AI content. By selecting methods like SCAMPER or red team critique, it pushes the model to reconsider and improve drafts for deeper analysis.

How do I iteratively refine architecture notes and requirements using critique methods?

Iteratively refine architecture notes by selecting from up to five elicitation options applied to the current section. The process executes chosen methods, shows improvements, and repeats until you are satisfied, returning enhanced content with confirmation steps.

Do I need a methods.csv file to apply advanced elicitation techniques?

Yes, you need access to a local methods.csv registry. The Skill loads this sibling file to analyze context and select a balanced set of tailored elicitation methods for stress-testing your content.

Can I use Socratic questioning and pre-mortem analysis on persona outputs?

Yes, you can apply Socratic questioning and pre-mortem analysis to persona-driven outputs. The Skill analyzes context to select methods that stress-test creative recomposition and sharpen outputs before applying changes.

What are the limitations of using iterative refinement on AI content?

A limitation is that iterative refinement requires manual confirmation at each halt step. You must actively select from presented options and approve enhanced content replacements, meaning it cannot fully automate the critique process without user interaction.