Debate Experiment Design

Name: Debate Experiment Design
Availability: InStock
Author: Pthahnix

Validate experimental designs via a three-phase multiagent debate protocol.

393|34|Updated Feb 10, 2026

Search Tags:#validation #evaluation #governance #debate #ai-research #experiment-design #multiagent

Ready to run

npx skills add https://github.com/Pthahnix/De-Anthropocentric-Research-Engine --skill debate-experiment-design

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Debate Experiment Design
Source: https://github.com/Pthahnix/De-Anthropocentric-Research-Engine/tree/main/skills/sop/debate-experiment-design
Command: npx skills add https://github.com/Pthahnix/De-Anthropocentric-Research-Engine --skill debate-experiment-design

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This SOP provides a repeatable, auditable process to validate experimental designs by orchestrating a multiagent debate, reducing human biases in design evaluation.

Core Features & Use Cases

Structured, phase-based debate protocol (critics, defenders, judge) for rigorous design critique.
Reusable artifact-driven workflow that applies to AI research planning, experimental setup, and governance reviews.
Clear criteria-driven conclusions and full transcript logs for auditability and reproducibility.

Quick Start

Initiate the debate protocol by supplying your experimentDesign payload and context to start the evaluation.

Frequently Asked Questions about Debate Experiment Design

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

FAQPage Schema

How does multiagent debate validate experimental designs?▼

Multiagent debate validates experimental designs through a structured three-phase protocol. Automated critic, defender, and judge agents evaluate your setup, reducing human bias and producing a final, criteria-driven ruling.

What is the best way to automate experiment design evaluation for AI research?▼

Automate experiment design evaluation by supplying your setup as a JSON artifact. The debate protocol then orchestrates critic and defender agents to critique, defend, and judge the design for a final ruling.

Can I use a debate protocol for governance reviews and reproducibility checks?▼

Yes, you can use this debate protocol for governance reviews and reproducibility checks. It applies to computational experiments and AI research planning, generating full transcript logs for auditability.

How do I start a multiagent debate for experiment validation?▼

Start the debate protocol by providing your experimentDesign payload and context. The workflow accepts input artifacts in JSON form and manages phase transitions from critic to defender to judge automatically.

Does the experiment validation workflow support phase transitions between agents?▼

Yes, the experiment validation workflow supports phase transitions. It coordinates the progression from critic to defender, and finally to judge, ensuring a structured critique process for your AI research planning.