mh-mgi-adversarial-designer

Stress-test plans and system designs with three adversarial agents.

2|Updated Apr 5, 2026

Search Tags:#system design #plan validation #stress testing #cognitive bias #adversarial testing

Ready to run

npx skills add https://github.com/Imad-Oute/MicroHard --skill mh-mgi-adversarial-designer

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: mh-mgi-adversarial-designer
Source: https://github.com/Imad-Oute/MicroHard/tree/main/src/modules/mgi/2-stress-test/mh-mgi-adversarial-designer
Command: npx skills add https://github.com/Imad-Oute/MicroHard --skill mh-mgi-adversarial-designer

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides a structured approach to stress-test plans, decisions, or system designs before execution, ensuring they are robust and resilient to potential failures.

Core Features & Use Cases

Adversarial Stress Testing: Utilizes three adversarial agents (Inversionist, Critic, Architect) to systematically attack and strengthen the plan.
Iterative Workflow: A 6-step iterative process that includes plan proposal, inversionist attack, critic audit, checkpoint, architect hardening, and final output assembly.
Use Case: Before finalizing a major strategic decision or shipping a system design, use this Skill to uncover potential weaknesses and reinforce the plan.

Quick Start

Trigger the adversarial designer by saying "adversarial designer" and follow the prompts to start the stress-testing process.

Frequently Asked Questions about mh-mgi-adversarial-designer

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

FAQPage Schema

How do I stress test a system design before execution?▼

To stress test a system design, you can use a structured three-agent adversarial framework that systematically attacks and reinforces your plan through inversionist attacks, critic audits, and architect hardening.

What is adversarial testing for strategic decision-making?▼

Adversarial testing for strategic decision-making is a validation method that uncovers potential weaknesses in high-stakes plans by applying inversionist attacks and cognitive bias analysis before finalizing execution.

How do I validate a plan to uncover potential weaknesses?▼

You validate a plan by running it through an iterative six-step workflow that includes plan proposal, inversionist attack, critic audit, checkpoint, architect hardening, and final output assembly.

When do I need cognitive bias analysis for plan validation?▼

You need cognitive bias analysis for plan validation when finalizing major strategic decisions or shipping system designs, ensuring high-stakes presentations are robust and resilient to potential failures.

Can I use adversarial stress testing for high-stakes presentations?▼

Yes, adversarial stress testing is applicable to high-stakes presentations, utilizing a structured framework to identify vulnerabilities and reinforce your strategic decisions before delivery.