What are scientific interleaving and Cat# integration?

These are advanced features that allow skills to map to mathematical structures like graph theory and comodules, ensuring compositional coherence across complex tool ecosystems.

What is a Claude Code Skill?

A Claude Code Skill is a modular package containing specialized knowledge, workflows, and tools that enhance Claude's performance in specific domains.

What is the anatomy of a skill created with this tool?

A standard skill consists of a required SKILL.md file with YAML frontmatter, plus optional folders for scripts, references, and assets.

How does Skill Creator optimize context usage?

It enforces the 'Concise is Key' principle, keeping SKILL.md files under 500 lines and using progressive disclosure to link to external references only when needed.

Skill Creator

Name: Skill Creator
Author: plurigrid

byplurigrid

•

开发者工具

Guides the development of modular, context-efficient Claude Code skills using standardized templates and scientific interleaving principles.

Skill Creator provides a rigorous framework for building specialized AI capabilities within the Claude Code ecosystem. It automates the five-step lifecycle of skill development—from initial requirement gathering to iterative testing—ensuring that every new capability is optimized for context window efficiency. By enforcing modularity through the SKILL.md format and supporting advanced topological integrations like Cat# and GF(3) naturality, it allows developers to create sophisticated, compositionally coherent toolsets that extend Claude's core functionality without bloating the prompt space.

主要功能

01Scientific skill interleaving for graph theory and topological workflows

02Context window optimization via progressive disclosure patterns

038 GitHub stars

04Structured 5-step development process: Understand, Plan, Init, Implement, Iterate

05Support for bundled resources including scripts, references, and assets

06Standardized SKILL.md generation with automated YAML frontmatter

使用场景

01Scaffolding new specialized AI agents for domain-specific engineering tasks

02Modularizing complex instructions to prevent context window exhaustion

03Integrating topological reasoning and mathematical equipment into AI workflows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi skill-creator

For use in Claude.ai and ChatGPT

Download Skill