Can I exclude specific files from the search?

Yes, mgrep automatically respects your .gitignore patterns, and you can create a .mgrepignore file for additional custom exclusions.

Do I need to manually update the search index?

The skill utilizes a 'watch' command that indexes the repository and maintains synchronization with your file changes automatically during your session.

How is semantic search different from traditional grep?

Traditional grep uses regex for exact pattern matching, while semantic search uses natural language processing to find code based on the 'meaning' or 'intent' of your query, even if the keywords don't match exactly.

Does this skill work with large repositories?

Yes, this skill is specifically designed for codebases with more than 30 files and complex, nested directory structures where standard search tools become inefficient.

Semantic Code Search

Name: Semantic Code Search
Author: intellectronica

byintellectronica

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197

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Developer Tools

Performs semantic, natural language searches across complex codebases to find features and understand implementation intent.

The Semantic Code Search skill integrates the mgrep tool into Claude's workflow, enabling advanced codebase exploration that goes beyond simple keyword matching. By using vector-based semantic search, it allows developers to query repositories using natural language to locate specific logic, understand architectural patterns, and navigate unfamiliar codebases. This skill is optimized for large projects with nested directory structures where traditional tools like grep or ripgrep might struggle to capture the conceptual relationships between files, providing AI-synthesized answers and relevance-optimized results.

Key Features

01Smart filtering that respects .gitignore and .mgrepignore patterns

02Natural language semantic search for conceptual code exploration

03Automated repository indexing with watcher synchronization

04197 GitHub stars

05AI-powered synthesis of search results for direct answers

06Deep navigation support for repositories with complex nested structures

Use Cases

01Rapidly onboarding to a large, unfamiliar codebase to understand feature implementation

02Locating specific logic or intent when the exact function or variable names are unknown

03Analyzing cross-cutting concerns like error handling or authentication across multiple services

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add intellectronica/agent-skills skills

For use in Claude.ai and ChatGPT

Download Skill