How does Skill Improver research best practices?

The skill utilizes parallel subagents to perform targeted web searches across multiple topics, such as industry standards, common mistakes, and emerging AI techniques.

Can I review changes before they are applied to my skills?

Yes, Skill Improver generates a detailed improvement report with prioritized recommendations. It only edits your skill files if you explicitly approve the suggested changes.

Why is token efficiency important for AI skills?

Token efficiency ensures that the instructions provided to Claude are concise and impactful, which reduces latency, lowers API costs, and prevents the model from being distracted by unnecessary content.

What is a Claude Code Skill?

A Claude Code Skill is a specialized capability that enhances Claude's behavior for specific tasks, providing domain-specific guidance, best practices, and implementation patterns.

Skill Improver

Name: Skill Improver
Author: shakefu

byshakefu

0•

Developer Tools

Enhances and modernizes Claude Code skills by researching current industry best practices and applying structural optimizations.

Skill Improver is a meta-utility designed to maintain the peak performance of your Claude Code skill library. It automates the process of auditing existing skills against modern standards, conducting deep web research into domain-specific techniques, and generating actionable improvement reports. By analyzing factors such as token efficiency, instruction clarity, and trigger accuracy, it ensures your custom skills remain performant, secure, and perfectly aligned with the latest LLM interaction patterns and developer workflows.

Key Features

01Automated domain research using parallel subagents to identify current industry standards.

02Comprehensive skill auditing based on clarity, completeness, and token efficiency.

03Integrated validation to ensure updated skills meet structural and functional requirements.

04Automated application of approved updates to SKILL.md and associated scripts.

050 GitHub stars

06Prioritized improvement reports with cited sources and actionable recommendations.

Use Cases

01Optimizing skill token usage to reduce latency and improve response quality.

02Modernizing legacy Claude skills to leverage improved prompt engineering patterns.

03Aligning internal development tools with the latest security and performance benchmarks.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add shakefu/contextium skill-improver

For use in Claude.ai and ChatGPT

Download Skill