mpt

Orchestrate three AI personas in two debate rounds to synthesize decisions.

8|3|Updated Feb 19, 2026
One-click install
npx skills add https://github.com/VDanchAI/life-pilot-agent --skill mpt
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mpt
Source: https://github.com/VDanchAI/life-pilot-agent/tree/main/.claude/skills/mpt
Command: npx skills add https://github.com/VDanchAI/life-pilot-agent --skill mpt

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill mitigates cognitive biases and ensures robust decision-making by simulating a structured debate between distinct AI personas, preventing premature commitment to a single viewpoint.

Core Features & Use Cases

  • Multi-Persona Debate: Orchestrates a three-agent (Defender, Opponent, Arbitrator) dialogue to rigorously challenge a proposed decision.
  • Bias Mitigation: Actively identifies and counters cognitive biases like sycophancy and confirmation bias through isolated agent contexts.
  • Use Case: Before committing to a significant architectural change, use MPT to have an "Innovator" argue for it, a "Stability Advocate" argue against it, and a "Neutral Arbitrator" to synthesize their points, ensuring all angles are considered.

Quick Start

Use the mpt skill to analyze the decision of adopting a new cloud provider, with roles for 'Growth-oriented' and 'Risk-averse'.

Frequently Asked Questions about mpt

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

FAQPage Schema
How do I mitigate cognitive bias when making irreversible architecture decisions?

To mitigate cognitive bias in irreversible architecture decisions, you can use a Multi-Persona Thinking protocol that simulates structured debates between distinct AI agents. This approach isolates contexts to actively counter confirmation bias and prevent premature commitment to a single viewpoint.

How does multi-persona thinking work for debiasing strategy choices?

Multi-persona thinking debiases strategy choices by orchestrating three sub-agents—a defender, an opponent, and an arbitrator—through two rounds of structured dialogue. The arbitrator synthesizes their arguments to generate a final, balanced recommendation.

What is the best way to evaluate a new technology stack adoption without sycophancy?

The best way to evaluate new technology stack adoption without sycophancy is to simulate a debate assigning roles like Growth-oriented and Risk-averse to distinct agents. This ensures all angles are rigorously challenged before committing.

Can I use AI agent debates for risk assessment of significant architectural changes?

Yes, you can use AI agent debates for risk assessment of significant architectural changes by assigning an Innovator agent to argue for the change and a Stability Advocate to argue against it. A Neutral Arbitrator then synthesizes the points to ensure comprehensive risk evaluation.

When should I use a structured debate protocol for decision making?

You should use a structured debate protocol for decision making when facing irreversible choices where single-sided arguments are prevalent, such as adopting a new cloud provider or changing core strategy. It ensures robust evaluation by forcing opposing viewpoints.