What files are required for a new skill?

Every skill requires a SKILL.md file containing YAML frontmatter (name and description) and Markdown instructions. Optional folders include /scripts, /references, and /assets.

How does this skill help with context window management?

It teaches the 'Progressive Disclosure' principle, using a three-level loading system (Metadata, SKILL.md, and Bundled Resources) to ensure Claude only uses tokens for the information it needs at that moment.

When should I use a script instead of text instructions?

Scripts should be used for tasks requiring deterministic reliability, repetitive code generation, or complex operations that are more token-efficient to execute than to describe.

What is a Claude Code Skill?

A skill is a modular, self-contained package that provides Claude with specialized knowledge, workflows, and tools, effectively acting as an onboarding guide for specific domains.

What are 'Degrees of Freedom' in skill design?

It refers to the level of specificity in instructions: High Freedom for creative tasks, and Low Freedom (strict guardrails) for fragile, error-prone technical procedures.

Skill Creator

Name: Skill Creator
Author: heyflouai

byheyflouai

0•

開発者ツール

Guides the development of modular, high-performance skills to extend Claude's capabilities with domain-specific knowledge and automated workflows.

The Skill Creator is a specialized meta-skill designed to help developers build, update, and optimize custom capabilities for Claude. It provides a standardized framework for creating 'onboarding guides' that transform Claude from a general-purpose agent into a specialized expert. By emphasizing concise instructions, progressive disclosure, and structured resource management (scripts, references, and assets), this skill ensures that new extensions are token-efficient, reliable, and easy to maintain. It is an essential tool for anyone looking to build production-grade AI workflows with tailored business logic and tool integrations.

主な機能

01Context window optimization through progressive disclosure patterns

02Best practices for concise, high-impact AI instructions

03Heuristics for setting task-appropriate degrees of freedom

04Guidance for organizing domain-specific references and executable scripts

050 GitHub stars

06Standardized skill anatomy framework (SKILL.md, scripts, and assets)

ユースケース

01Developing specialized agents for company-specific coding standards or APIs

02Refining existing skills to reduce context bloat and improve response accuracy

03Standardizing a library of reusable tools and boilerplate for AI-assisted development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add heyflouai/ikf-central-dashboard skill-creator

For use in Claude.ai and ChatGPT

主な機能

01Context window optimization through progressive disclosure patterns

02Best practices for concise, high-impact AI instructions

03Heuristics for setting task-appropriate degrees of freedom

04Guidance for organizing domain-specific references and executable scripts

050 GitHub stars

06Standardized skill anatomy framework (SKILL.md, scripts, and assets)

ユースケース

01Developing specialized agents for company-specific coding standards or APIs

02Refining existing skills to reduce context bloat and improve response accuracy

03Standardizing a library of reusable tools and boilerplate for AI-assisted development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add heyflouai/ikf-central-dashboard skill-creator

For use in Claude.ai and ChatGPT