agent-design

Provide design guidance and decision rules for categorizing AI tools and agents.

54|7|Updated May 29, 2026
One-click install
npx skills add https://github.com/wibus-wee/cradle-app --skill agent-design-wibus-wee
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-design
Source: https://github.com/wibus-wee/cradle-app/tree/main/.agents/skills/agent-design
Command: npx skills add https://github.com/wibus-wee/cradle-app --skill agent-design-wibus-wee

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps in designing AI agents by providing guidelines, decision rules, and red flags to prevent common design pitfalls and ensure efficient and effective agent operation.

Core Features & Use Cases

  • Design Guidance: Offers axioms and decision rules for categorizing tools, skills, workflows, and agents.
  • Red Flags: Identifies common anti-patterns and potential design issues.
  • Documentation: Provides a comprehensive reference for tool design, ACI, context management, and evaluation.

Quick Start

Utilize the 'agent-design' skill to review and refine the architecture of your AI agents, ensuring optimal performance and minimal oversight.

Frequently Asked Questions about agent-design

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

FAQPage Schema
What are common anti-patterns in AI agent design?

Common anti-patterns in AI agent design include mismanaged context, poorly categorized tools, and inefficient workflows. This skill identifies these red flags and provides decision rules to prevent design pitfalls and ensure effective operation.

How do I categorize AI tools, skills, workflows, and agents?

To categorize AI tools, skills, workflows, and agents, apply the axioms and decision rules provided by this skill. It offers specific design guidance to distinguish between these components and optimize your overall agent architecture.

Do I need prior knowledge of AI principles to design effective agents?

Yes, designing effective agents requires a basic understanding of AI principles and practices. This skill builds on that foundation by providing advanced design guidance, context management references, and evaluation techniques.

What is the best way to optimize AI agent architecture for efficiency?

The best way to optimize AI agent architecture is to review and refine it using established design guidance. This skill provides axioms and decision rules to categorize components, prevent anti-patterns, and ensure minimal oversight.

How does context management impact AI tool design?

Context management directly impacts AI tool design by dictating how information is processed and utilized. This skill provides comprehensive documentation on context management to prevent design issues and ensure efficient agent operation.

When should I review my AI agent architecture for red flags?

You should review your AI agent architecture for red flags when optimizing for performance and minimal oversight. This skill helps identify common anti-patterns and potential design issues during the categorization of tools and workflows.