When should I use the Skill Recommender?

You should use it when exploring a new codebase for the first time, when you're looking to optimize your development workflow, or whenever you ask Claude, 'What skills would be helpful for this project?'

Can it suggest custom skills for unique projects?

Yes. Beyond recommending existing directory skills, it provides detailed templates for custom skills—including purpose, key features, and trigger scenarios—tailored specifically to your project's unique architecture and requirements.

What is the Skill Recommender for Claude Code?

It is a specialized developer tool that analyzes your project's directory structure, languages, and frameworks to suggest the most relevant existing Claude Code skills or identify opportunities for custom project-specific enhancements.

How does it improve developer productivity?

By automating the discovery of useful tools and providing actionable analysis of your tech stack, it eliminates manual setup time and ensures you are using the most efficient AI capabilities for your specific coding tasks.

Does it consider my current tasks during analysis?

Absolutely. The Skill Recommender integrates your active conversation context and immediate goals to prioritize recommendations that address your current pain points and technical focus.

Skill Recommender: Optimize Workflows with Claude Code Skills

概要

Skill Recommender streamlines project onboarding and workflow optimization by automatically identifying the tools and capabilities Claude needs to be most effective within a specific codebase. By executing specialized analysis scripts to detect frameworks, languages, and architectural patterns, it provides prioritized recommendations for existing skills and detailed templates for creating custom skills tailored to unique project requirements. This skill is essential for developers exploring new repositories, seeking to automate repetitive domain-specific tasks, or looking to maximize their productivity through tailored AI capabilities.

主な機能

Intelligent pattern matching against known skill mappings for high-relevance recommendations.
Generation of detailed custom skill suggestions including purpose, key features, and trigger scenarios.
1 GitHub stars
Automated codebase analysis to detect languages, frameworks, and tech stack components.
Integration of conversation context to prioritize skills based on immediate user goals and pain points.
Directory structure scanning to provide architectural context for complex or unfamiliar projects.

ユースケース

Exploring a new project for the first time to identify applicable automation tools and plugins.
Selecting relevant marketplace skills for specific tech stacks such as web apps, data science projects, or mobile development.
Optimizing developer workflow by identifying repetitive tasks that could be handled by domain-specific custom skills.

概要

主な機能

Intelligent pattern matching against known skill mappings for high-relevance recommendations.
Generation of detailed custom skill suggestions including purpose, key features, and trigger scenarios.
1 GitHub stars
Automated codebase analysis to detect languages, frameworks, and tech stack components.
Integration of conversation context to prioritize skills based on immediate user goals and pain points.
Directory structure scanning to provide architectural context for complex or unfamiliar projects.

ユースケース

Exploring a new project for the first time to identify applicable automation tools and plugins.
Selecting relevant marketplace skills for specific tech stacks such as web apps, data science projects, or mobile development.
Optimizing developer workflow by identifying repetitive tasks that could be handled by domain-specific custom skills.