Can skills include executable code?

Yes, the scripts directory can house Python or Bash scripts to handle tasks that require deterministic reliability or are token-intensive for the LLM.

Why is the progressive disclosure principle important?

It manages the context window efficiently by loading information in stages—metadata first, then core instructions, and finally resources only when needed.

How do I choose the right degree of freedom for a skill?

Use text instructions for high-variability tasks, pseudocode for preferred patterns, and specific scripts for fragile or error-prone operations.

What should be included in a skill folder?

A required SKILL.md file for instructions, and optional folders for scripts, references, and assets to support the skill's execution.

What is a Claude Code Skill?

A skill is a specialized capability that extends an AI agent's behavior, providing it with domain-specific knowledge, custom workflows, and tool integrations.

Skill Creator

Name: Skill Creator
Author: yulonglin

byyulonglin

•

開発者ツール

Standardizes the creation and optimization of specialized AI agent capabilities through structured workflows and modular design.

Skill Creator is a meta-utility designed to guide developers through the process of building, updating, and optimizing 'Skills' for AI agents like Claude Code. It enforces industry best practices such as progressive disclosure and context window efficiency, ensuring that specialized knowledge, custom tools, and domain expertise are integrated into the agent's workflow without causing token bloat. This skill transforms general-purpose AI into a specialized agent equipped with company-specific procedural knowledge and deterministic tools.

主な機能

01Workflow validation to ensure skill reliability and discovery

02Standardized YAML metadata and naming conventions

03Structured framework for building modular AI capabilities

043 GitHub stars

05Context optimization via progressive disclosure patterns

06Guidance on bundling executable scripts and reference docs

ユースケース

01Onboarding an AI agent to a complex, proprietary codebase

02Automating multi-step terminal workflows using deterministic scripts

03Creating specialized tool integrations for internal company APIs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yulonglin/dotfiles .system

For use in Claude.ai and ChatGPT

Download Skill