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.