When should I use high vs. low degrees of freedom?

Use high freedom for tasks where multiple approaches are valid, and low freedom (strict scripts) for fragile, error-prone operations where consistency is critical.

What is a Claude Code Skill?

A Skill is a modular package that extends Claude's capabilities with specialized knowledge, workflows, and tool integrations, acting as an onboarding guide for specific tasks.

What are 'Bundled Resources' in Claude Skills?

They include executable scripts for deterministic tasks, reference documents for domain knowledge, and assets like templates or logos used in output.

How does this skill help with context window management?

It implements 'Progressive Disclosure,' loading only metadata initially, then the skill body, and finally specific resources only when they are needed for the task.

What is the anatomy of a skill?

Every skill requires a SKILL.md file with YAML metadata and markdown instructions, and can optionally include scripts, references, and assets.

Skill Creator

Name: Skill Creator
Author: Microck

byMicrock

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開発者ツール

Guides the development and optimization of custom Claude Code Skills using modular design and context-efficient patterns.

概要

The Skill Creator provides a comprehensive framework for building specialized Claude Code Skills that extend AI capabilities into specific domains. It emphasizes context window efficiency through a progressive disclosure design, teaching users how to structure SKILL.md files, manage bundled resources like scripts and assets, and set appropriate degrees of freedom for AI autonomy. By following these standardized patterns, developers can transform Claude from a general-purpose assistant into a specialized agent equipped with procedural knowledge and deterministic tool integrations.

主な機能

Standardized SKILL.md templates with YAML frontmatter
Modular organization of scripts, references, and assets
Best practices for minimizing token usage and context bloat
Task-specific guardrails through degrees of freedom settings
81 GitHub stars
Context-efficient progressive disclosure patterns

ユースケース

Creating standardized automation scripts for repetitive coding tasks
Building a new domain-specific skill for proprietary company workflows
Refactoring large, inefficient prompts into modular, resource-based skills

概要

主な機能

Standardized SKILL.md templates with YAML frontmatter
Modular organization of scripts, references, and assets
Best practices for minimizing token usage and context bloat
Task-specific guardrails through degrees of freedom settings
81 GitHub stars
Context-efficient progressive disclosure patterns

ユースケース

Creating standardized automation scripts for repetitive coding tasks
Building a new domain-specific skill for proprietary company workflows
Refactoring large, inefficient prompts into modular, resource-based skills