Does it automatically edit my files?

No, the skill follows a 'suggest-only' rule. it provides a report of issues and potential fixes, but does not modify your files without your manual intervention.

What kind of patterns does it detect?

It looks for 'token-wasters' like excessive emojis, repetitive headers, verbose descriptions, and large blocks of text that can be summarized for AI consumption.

Why is token optimization important for AI?

AI models have finite context windows and often charge based on token usage. Reducing tokens allows you to include more relevant data in a prompt and lowers processing costs.

What is the Markdown Token Optimizer?

It is a Claude Code skill that analyzes Markdown files to find ways to reduce token usage without losing the original meaning or clarity of the document.

Markdown Token Optimizer

Name: Markdown Token Optimizer
Author: microsoft

bymicrosoft

•

109

•

콘텐츠 관리

Optimizes Markdown files for AI efficiency by identifying and reducing token-heavy patterns and redundant content.

The Markdown Token Optimizer is a specialized utility designed to streamline documentation for AI-driven workflows. By scanning Markdown files for 'token bloat'—such as excessive emojis, verbose phrasing, and redundant blocks—it helps developers stay within the context window limits of Large Language Models like Claude. The skill provides a comprehensive audit, including precise token counts and actionable suggestions with estimated savings, ensuring your documentation remains clear while becoming significantly more cost-effective and efficient for AI consumption.

주요 기능

01Accurate token count calculation for Markdown files

02109 GitHub stars

03Token savings estimates for each recommended optimization

04Compliance checking for skill-specific token limits

05Detailed suggestion tables with location and fix descriptions

06Pattern-based scanning for verbosity and anti-patterns

사용 사례

01Condensing large technical documentation for better AI context window management

02Shrinking SKILL.md files to meet strict token limit requirements

03Reducing API costs by optimizing verbose content before processing

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add microsoft/github-copilot-for-azure markdown-token-optimizer

For use in Claude.ai and ChatGPT

Download Skill