skill-creator

Guides creation of custom AI skills with a six-step process.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/guangtouwangba/weaver --skill skill-creator-guangtouwangba
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/guangtouwangba/weaver/tree/main/.claude/skills/skill-creator
Command: npx skills add https://github.com/guangtouwangba/weaver --skill skill-creator-guangtouwangba

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides guidance for creating effective skills, transforming Claude from a general-purpose agent into a specialized one by defining specialized knowledge, workflows, and tool integrations.

Core Features & Use Cases

  • Skill Anatomy: Explains the structure of a skill (SKILL.md, scripts/, references/, assets/).
  • Core Principles: Emphasizes conciseness, appropriate degrees of freedom, and progressive disclosure.
  • Skill Creation Process: Outlines a step-by-step guide from understanding the skill to iterating on it.
  • Use Case: A developer needs to create a new skill to handle specific API interactions. They would use this skill to understand the best practices for structuring the skill, writing the SKILL.md, and organizing necessary scripts and reference documents.

Quick Start

Use the skill-creator to understand how to build a new skill.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I create a custom AI skill for workflow automation?

To create a custom AI skill for workflow automation, follow a structured six-step process covering skill anatomy, conciseness, and progressive disclosure to build modular, self-contained packages.

What is the structure of an AI agent skill package?

An AI agent skill package structure consists of a SKILL.md file for core logic, alongside scripts, references, and assets directories to organize tool integrations and specialized knowledge.

What are the core design principles for effective prompt engineering in skill development?

Core design principles for effective prompt engineering in skill development include maintaining conciseness, applying appropriate degrees of freedom, and using progressive disclosure to manage complexity.

How do I structure a SKILL.md file for tool integration?

Structure a SKILL.md file for tool integration by defining specialized knowledge, detailing API interactions, and organizing necessary scripts and reference documents to transform a general agent into a specialized one.

Can I use this developer guide to build specialized AI capabilities without dependencies?

Yes, you can use this developer guide to build specialized AI capabilities entirely without dependencies, as it supports creating modular, self-contained skill packages for custom workflows.

What is the best way to turn a general-purpose AI agent into a specialized one?

The best way to turn a general-purpose AI agent into a specialized one is by creating custom skills that define specialized knowledge, specific workflows, and tool integrations through a structured process.