Skill Recommender

About

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.

Key Features

• 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.

Use Cases

• 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.