When should I use low vs. high freedom instructions?

Use low freedom (specific scripts) for fragile, error-prone tasks where consistency is critical. Use high freedom (text instructions) when multiple approaches are valid and depend on context.

What is a Claude Code Skill?

A Skill is a modular package that extends an AI agent's capabilities with specialized knowledge, workflows, and tools, acting as a domain-specific onboarding guide.

What are the core components of a Skill?

Every skill requires a SKILL.md file with YAML metadata and can optionally include scripts for deterministic tasks, references for documentation, and assets for templates or icons.

How does this skill help with context window management?

It implements the 'Progressive Disclosure' principle, using a three-level loading system (Metadata, SKILL.md, and Bundled Resources) to ensure the AI only loads information as needed.

Skill Creator

Name: Skill Creator
Author: mirzaik-wcc

bymirzaik-wcc

学習とドキュメンテーション

Standardizes the creation and optimization of specialized AI skills to extend Codex's capabilities with domain-specific knowledge.

概要

The Skill Creator provides a comprehensive framework for building modular, self-contained packages that transform Claude into a specialized agent. It guides developers through the principles of progressive disclosure, context window management, and the proper use of scripts, references, and assets. By following these best practices, users can create highly efficient skills that offer procedural knowledge and tool integrations without overwhelming the AI's context window.

主な機能

Progressive disclosure patterns to maximize context window efficiency
Guidance on setting appropriate degrees of freedom for task automation
Framework for defining domain-specific workflows and tool integrations
Standardized directory structure for scripts, assets, and documentation
0 GitHub stars
Step-by-step process for planning, initializing, and packaging new skills

ユースケース

Creating reusable tool integrations for niche APIs and file formats
Developing specialized onboarding guides for proprietary company codebases
Standardizing company-specific business logic and schema definitions for AI agents

概要

主な機能

Progressive disclosure patterns to maximize context window efficiency
Guidance on setting appropriate degrees of freedom for task automation
Framework for defining domain-specific workflows and tool integrations
Standardized directory structure for scripts, assets, and documentation
0 GitHub stars
Step-by-step process for planning, initializing, and packaging new skills

ユースケース

Creating reusable tool integrations for niche APIs and file formats
Developing specialized onboarding guides for proprietary company codebases
Standardizing company-specific business logic and schema definitions for AI agents