How does Skill Creator optimize the context window?

It uses Progressive Disclosure, a three-level loading system that keeps metadata always in context, but only loads the full body and bundled resources when specifically triggered by a user request.

What is the anatomy of a skill?

Every skill requires a SKILL.md file containing YAML metadata and instructions. It can also include optional bundled resources like scripts, references, and assets.

What are bundled resources in a Claude skill?

Bundled resources include executable scripts for deterministic tasks, reference files for domain-specific documentation, and assets like templates or icons used in Claude's output.

What is a Claude Code Skill?

A skill is a modular, self-contained package that extends Claude's capabilities with specialized knowledge, workflows, and tools, effectively acting as an onboarding guide for specific tasks.

What should I avoid including in a skill?

Avoid extraneous documentation like READMEs, changelogs, or installation guides. A skill should only contain the essential files needed for an AI agent to perform its specific task.

Skill Creator

Name: Skill Creator
Author: zephyrwang6

byzephyrwang6

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開発者ツール

Standardizes and accelerates the development of specialized Claude Code Skills through structured guidance and architectural best practices.

Skill Creator is a meta-utility designed to help users build, update, and optimize Claude Code Skills. It provides a comprehensive framework for transforming Claude from a general-purpose model into a specialized agent equipped with procedural knowledge. By following its core principles—such as concise context management, appropriate degrees of freedom, and the 'Progressive Disclosure' design pattern—developers can create modular, self-contained packages that include executable scripts, reference documentation, and static assets without overwhelming the context window.

主な機能

01Strategic planning for high, medium, and low degrees of freedom in AI tasks

02Step-by-step workflow for initializing, packaging, and iterating on skills

03Context window optimization using the three-level loading system

04Architecture guidance for managing scripts, references, and assets

05Standardized SKILL.md template generation with required YAML frontmatter

0637 GitHub stars

ユースケース

01Creating structured libraries of company policies or API schemas for AI reference

02Developing reusable scripts for repetitive tasks like PDF rotation or data cleaning

03Building domain-specific onboarding guides for complex codebases

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zephyrwang6/myskill skill-creator

For use in Claude.ai and ChatGPT