search-hierarchy

What problem does it solve?

This Skill helps users select the most efficient search tool (AST-grep, LEANN, Grep, or Read) based on the type of query, optimizing for token usage and accuracy.

Core Features & Use Cases

• Query Type Classification: Automatically determines if a query is structural, semantic, literal, or requires full context.
• Tool Recommendation: Suggests the best tool for each query type to minimize token consumption and maximize relevant results.
• Hook Enforcement: Integrates with a hook to guide users towards appropriate tools and prevent inefficient searches.
• Use Case: When asking "how does the authentication flow work in this project," the Skill guides you to use LEANN instead of Grep, saving tokens and providing a more relevant answer.

Quick Start

Use the search-hierarchy skill to find all async functions in the codebase.