autoresearch:reason

Facilitate adversarial multi-round reasoning with a blind-judge panel for argument evaluation.

29|4|Updated Mar 15, 2026
One-click install
npx skills add https://github.com/wjgoarxiv/autoresearch-skill --skill autoresearch-reason
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autoresearch:reason
Source: https://github.com/wjgoarxiv/autoresearch-skill/tree/main/skills/reason
Command: npx skills add https://github.com/wjgoarxiv/autoresearch-skill --skill autoresearch-reason

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users achieve rigorous reasoning and argument evaluation by facilitating adversarial multi-round reasoning with a blind-judge panel.

Core Features & Use Cases

  • Adversarial Multi-Round Reasoning: Engages in structured debates to refine arguments.
  • Blind-Judge Panel: Ensures unbiased evaluations based on logical strength.
  • Customizable Parameters: Allows users to define the number of positions and rounds, as well as convergence criteria.
  • Use Case: Ideal for complex decision-making processes, structured debates, and avoiding groupthink.

Quick Start

Invoke /autoresearch:reason and provide the question or decision to reason about.

Frequently Asked Questions about autoresearch:reason

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

FAQPage Schema
What is adversarial reasoning and how does it improve decision-making?

Adversarial reasoning is a structured debate process that refines arguments through critique and rebuttal rounds. It improves decision-making by using a blind-judge panel to evaluate positions impartially, ensuring conclusions are based on logical strength rather than bias.

How do I facilitate structured debates for complex argument evaluation?

You facilitate structured debates by invoking the skill with a specific question or decision. It guides you through multi-round reasoning sessions involving position proposal, critique, rebuttal, and final evaluation by a blind-judge panel.

Can I customize the number of rounds and positions for an argumentation session?

Yes, you can customize parameters for argumentation sessions. The skill allows you to define the number of debate positions, the number of reasoning rounds, and convergence criteria to tailor the adversarial evaluation process.

Does this tool help avoid groupthink in team decision-making scenarios?

Yes, it helps avoid groupthink in decision-making scenarios. By employing an adversarial multi-round reasoning process with a blind-judge panel, it forces rigorous critique and impartial evaluation of arguments, preventing uncritical consensus.

What is the best way to evaluate arguments without introducing bias?

The best way to evaluate arguments without bias is using a blind-judge panel. This approach assesses the logical strength of proposed positions, critiques, and rebuttals without knowing their origin, ensuring rigorous and unbiased conclusions.

When should I not use multi-round adversarial reasoning for evaluations?

You should not use multi-round adversarial reasoning for simple decisions lacking complex argumentation. Because it requires structured input and multiple critique and rebuttal cycles, it is designed specifically for rigorous debate scenarios and complex decision-making.