skillsmp-search

To find existing community skills before building a new agent, use a marketplace search tool that performs both keyword and AI semantic search across available SKILL.md files. This helps you locate reusable solutions and accelerate development.

Yes, you can use AI semantic search to evaluate marketplace patterns when planning a new .claude component. This approach fetches and ranks relevant SKILL.md files to validate design decisions and reuse proven implementations.

Yes, you need an API key specifically named SKILLSMP_API_KEY to search the SkillsMP marketplace. This key authenticates your requests to the endpoints that fetch and rank search results.

The best way to reuse proven patterns when developing new skills is to search a community marketplace using keyword and AI semantic queries. This allows you to discover existing solutions, evaluate their implementations, and avoid building duplicate components.

Keyword search works for validating design decisions in agent development by locating relevant SkillsMP solutions. By querying the marketplace, you can evaluate existing implementations and ensure your new agent or skill follows established patterns.

You should search a marketplace before creating new developer tools to enable code reuse and faster delivery. Locating existing SKILL.md files through semantic search helps you identify proven patterns and avoid redundant development effort.