deep-think

Evaluate system architecture through five reasoning layers via OpenRouter.

Updated Mar 8, 2026
One-click install
npx skills add https://github.com/RoacherM/Wayne-Skills --skill deep-think-roacherm
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deep-think
Source: https://github.com/RoacherM/Wayne-Skills/tree/main/skills/deep-think
Command: npx skills add https://github.com/RoacherM/Wayne-Skills --skill deep-think-roacherm

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires curl, jq, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides AI-driven first-principles thinking for system architecture design and critique, helping users build robust and well-reasoned systems.

Core Features & Use Cases

  • Architecture Design: Generates system architecture from scratch based on a given topic.
  • Design Review: Critiques existing system designs, identifying potential flaws and areas for improvement.
  • Use Case: When starting a new project, use /deep-think design [project topic] to get a foundational architecture. If you have an existing design, use /deep-think review [topic or files] to ensure its soundness.

Quick Start

Use deep think to design a new system for managing user authentication.

Frequently Asked Questions about deep-think

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

FAQPage Schema
How do I critique existing system design architecture using AI?

You can critique existing system design by running a review command that evaluates your architecture against five distinct layers: Why, What, How, Quality, and Proof to identify potential flaws.

Can I generate system architecture from scratch for a new software project?

Yes, you can generate system architecture from scratch by executing a design command with your project topic, leveraging first-principles thinking via advanced reasoning models.

Do I need an OpenRouter API key to perform AI architecture design?

Yes, you need an OpenRouter API key to perform AI architecture design, as the Skill routes its first-principles reasoning requests through advanced models using this service.

What dependencies are required to run AI-driven design reviews in bash?

You need curl and jq installed in your bash environment to execute the AI-driven design reviews, as these tools handle the API requests and process the returned JSON responses.

How does first-principles architecture thinking evaluate a new design?

First-principles architecture thinking evaluates a new design by breaking down the problem through five distinct layers: Why, What, How, Quality, and Proof to ensure robust and well-reasoned systems.

What is the best way to structure a user authentication system design using AI?

The best way to structure user authentication system design is to use first-principles AI thinking, which evaluates your specific topic across foundational layers to generate a robust architecture.