bmad-advanced-elicitation

Apply structured elicitation to refine generated content through deeper critique.

Updated Mar 26, 2026

Search Tags:#workflow #llm #iteration #quality #review #prompts #elicitation

Ready to run

npx skills add https://github.com/jaydubya818/New_baseline --skill bmad-advanced-elicitation-jaydubya818

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: bmad-advanced-elicitation
Source: https://github.com/jaydubya818/New_baseline/tree/main/skills/bmad/core/bmad-advanced-elicitation
Command: npx skills add https://github.com/jaydubya818/New_baseline --skill bmad-advanced-elicitation-jaydubya818

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps teams push outputs to deeper, more precise critique by applying structured elicitation techniques (e.g., Socratic questioning, first principles, red-teaming) to refine ideas and results.

Core Features & Use Cases

Structured, repeatable elicitation flow that loads method registries and agent manifests to tailor the critique to the current task.
Supports multi-perspective critique (CEO, Eng, Security, UX) and iterative improvement cycles, with safeguards to ensure traceability and reproducibility.
Use cases include refining a PRD, improving a generated outline, or challenging assumptions to improve quality and robustness.

Quick Start

Start the advanced elicitation flow on the current document to iteratively refine its content.

Frequently Asked Questions about bmad-advanced-elicitation

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

FAQPage Schema

How do I apply structured elicitation to refine generated content?▼

Structured elicitation applies techniques like Socratic questioning and red-teaming to iteratively refine generated content. This flow uses a method registry and agent manifest to tailor critique, pushing outputs toward deeper clarity and improved edge case coverage.

What is the best way to challenge assumptions in a generated PRD?▼

To challenge assumptions in a generated PRD, apply multi-perspective critique using structured elicitation. Loading an agent manifest simulates viewpoints like CEO, Engineering, and Security, iteratively probing the document to improve robustness and goal alignment.

Can I use multi-perspective critique to improve an LLM workflow outline?▼

Yes, multi-perspective critique improves an LLM workflow outline by applying structured elicitation across different stakeholder views. This iterative process challenges assumptions and refines the output, ensuring comprehensive coverage of edge cases and traceable improvements.

Do I need a method registry to start an iterative improvement cycle?▼

Yes, a method registry is required to tailor the elicitation flow to the current task. Along with an agent manifest, it defines the specific critique techniques applied, ensuring the iterative improvement cycle remains structured, reproducible, and aligned with your goals.

Why does structured elicitation improve output quality compared to simple revision?▼

Structured elicitation improves output quality by applying repeatable critique techniques rather than simple revision. It enforces iterative refinement cycles with safeguards for traceability, pushing for deeper analysis of edge cases and precise alignment with intended goals.

When should I not use advanced elicitation for prompt refinement?▼

Avoid advanced elicitation for prompt refinement when lacking a defined method registry or agent manifest. Without these prerequisites, the structured critique flow cannot be properly tailored, potentially leading to unstructured feedback loops instead of traceable, iterative improvement.