Where are the generated personas stored?

The skill writes three separate markdown files—GEMINI.md, AGENTS.md, and QWEN.md—to your specified workspace path, which can then be used to prime other AI instances or prompts.

Can I use this for non-technical topics?

Yes, the skill includes adaptation rules for domains like Business Strategy, Legal, and UX Design, remapping the 'Architect/Operator/Adversary' roles to relevant industry archetypes.

How does this skill help avoid confirmation bias?

It forces the AI to generate personas specifically designed to find flaws, using a framework that covers system design, operational reality, and security risks rather than just agreeing with the initial premise.

Does it require any specific input to work?

You simply need to provide the debate topic and the domain; providing Claude's initial position is optional but recommended for more targeted and useful critiques.

Multi-Perspective Debate Generator

Name: Multi-Perspective Debate Generator
Author: nalyk

bynalyk

生产力与工作流

Generates a trio of expert challenger personas to rigorously critique technical decisions and architectural patterns from diverse professional angles.

关于

The Debate Persona Generator helps developers and teams avoid confirmation bias by creating three distinct, high-fidelity expert personas—Architect, Operator, and Adversary—to challenge any given position. By simulating a multi-perspective debate environment, this skill provides a structured framework for identifying scaling bottlenecks, operational risks, and security vulnerabilities before implementation begins. It automatically adapts these archetypes based on your specific domain, whether it's backend systems, UX design, or machine learning, and outputs detailed persona profiles and critique methodologies to dedicated workspace files for immediate use in your development workflow.

主要功能

Generates three distinct expert personas with unique credentials and intellectual styles.
Adapts persona archetypes automatically across diverse domains like ML, UX, and Legal.
Creates structured workspace files for seamless multi-agent debate simulation.
Implements the 'Three Perspectives Framework' covering systems design, operations, and security.
Enforces a rigorous JSON response format for personas to ensure actionable and objective critiques.
0 GitHub stars

使用场景

Conducting internal red-team reviews of security assumptions and threat models.
Stress-testing UX design choices through accessibility and practitioner lenses.
Validating architectural decisions for distributed systems before deployment.

关于

主要功能

Generates three distinct expert personas with unique credentials and intellectual styles.
Adapts persona archetypes automatically across diverse domains like ML, UX, and Legal.
Creates structured workspace files for seamless multi-agent debate simulation.
Implements the 'Three Perspectives Framework' covering systems design, operations, and security.
Enforces a rigorous JSON response format for personas to ensure actionable and objective critiques.
0 GitHub stars

使用场景

Conducting internal red-team reviews of security assumptions and threat models.
Stress-testing UX design choices through accessibility and practitioner lenses.
Validating architectural decisions for distributed systems before deployment.