semantic-search

What problem does it solve?

Traditional keyword-based search (grep) often fails to find relevant code when you don't know exact names or when concepts are expressed differently. This Skill enables finding code by its meaning and intent, drastically improving code discovery.

Core Features & Use Cases

• Concept-Based Queries: Search for code based on its purpose (e.g., "payment processing logic") rather than exact function names.
• Intent-Based Discovery: Understand how features are implemented (e.g., "how is user authentication implemented?") even in unfamiliar codebases.
• Fuzzy & Exploratory Search: Ideal for exploring new projects or when exact terms are unknown, finding similar patterns across files and languages.
• Use Case: You need to understand how a legacy system handles customer refunds but don't know the exact class or function names. Use semantic search to find all relevant code snippets by querying "logic for processing customer refunds."

Quick Start

Use the semantic-search skill to find all code related to "user profile management and data updates" in the attached codebase.