What is a Claude Code meta-skill?

A meta-skill is a specialized capability designed to create, update, or manage other skills within the Claude Code ecosystem, acting as a generator and quality controller.

How does Skill Creator ensure skill quality?

It uses a multi-step validation workflow that checks for single-responsibility adherence, correct file structures, and the presence of necessary triggers and anchors.

Can I use this for existing skills?

Yes, Skill Creator includes an update process that analyzes existing skills and refactors them to meet modern quality and structural standards.

What are Knowledge Compression Anchors?

Anchors are high-density domain concepts (like DDD or Lean Startup) used to provide Claude with deep context using minimal tokens, ensuring efficient and accurate behavior.

Skill Creator

Name: Skill Creator
Author: daishiman

bydaishiman

•

生产力与工作流

Automates the creation and management of specialized Claude Code skills using standardized design patterns and automated workflows.

Skill Creator is a sophisticated meta-skill designed to streamline the development of custom Claude Code capabilities. It guides users through a structured creation process—from purpose extraction to structure validation—ensuring that every generated skill follows best practices like Task separation and Progressive Disclosure. By implementing 'Knowledge Compression Anchors,' it helps developers produce high-quality, modular, and maintainable skills that enhance Claude's effectiveness across specific domains.

主要功能

01Modular architecture separating concerns into agents, scripts, and references

02Automated generation of SKILL.md files and agent task specifications

03Built-in validation workflow to ensure structural integrity and quality

04Implements 'Knowledge Compression Anchors' for efficient AI guidance

05Iterative feedback loop support for continuous skill improvement

062 GitHub stars

使用场景

01Generating standardized skills for internal team development workflows

02Scaling AI capabilities by mass-producing domain-specific agent tasks

03Refactoring loose prompt collections into structured Claude Code skills

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add daishiman/aiworkfloworchestrator skill-creator

For use in Claude.ai and ChatGPT

Download Skill