skill-creator

Guide users through creating, structuring, and packaging custom AI skills.

Updated Jun 4, 2026
One-click install
npx skills add https://github.com/hemory/amp --skill skill-creator-hemory
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/hemory/amp/tree/main/.claude/plugins/compound-engineering/skills/skill-creator
Command: npx skills add https://github.com/hemory/amp --skill skill-creator-hemory

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides a comprehensive guide and process for creating, developing, and packaging new AI skills, enabling users to extend AI capabilities with specialized knowledge and tools.

Core Features & Use Cases

  • Skill Anatomy: Understand the structure of a skill, including SKILL.md, scripts/, references/, and assets/.
  • Development Process: Follow a step-by-step guide from understanding requirements to iterating on tested skills.
  • Use Case: A developer needs to create a new skill to interact with a company's internal API. They would use this skill to learn the best practices for structuring the skill, writing the SKILL.md instructions, and organizing necessary API documentation in references/.

Quick Start

Use the skill-creator to learn how to initialize a new skill directory.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I structure and package a custom AI skill?

To package a custom AI skill, organize your project into a specific anatomy: a main SKILL.md file for instructions, alongside scripts, references, and assets directories. This structure packages domain-specific knowledge and tool integrations for AI extensibility.

What is the process for developing workflow automation and plugin development for AI?

The development process for AI plugin development follows a step-by-step workflow: understanding requirements, structuring the skill anatomy, writing SKILL.md instructions, organizing API documentation in references, and iterating on tested skills.

What's the best way to integrate internal API documentation into a new AI skill?

The best way to integrate internal API documentation is to place the necessary API docs into the references directory. This allows the AI to access domain-specific knowledge directly when executing tool integration tasks.

Can I use skill creation guides to build tool integrations for company APIs?

Yes, you can use skill creation guides to build tool integrations for company APIs. They provide best practices for structuring the skill, writing SKILL.md instructions, and organizing necessary API documentation to extend AI capabilities.

Do I need prior developer guide experience to initialize a new skill directory?

You do not need extensive developer guide experience to initialize a new skill directory. The process guides users step-by-step from understanding requirements to iterating on tested skills, making it accessible for intermediate development workflows.