How does semantic search differ from standard text search?

Unlike traditional grep or text-based search that requires exact matches, semantic search understands the concept of your query. For example, searching for 'user login' can find functions named 'authenticate' or 'signIn'.

Are my code search queries sent to the cloud?

Mira is designed to be local-first, providing a persistent intelligence layer that prioritizes privacy and speed while running within your local development environment.

Does this skill work with any codebase?

Yes, once the Mira plugin has indexed your local repository, you can perform semantic searches across any files within that project.

How are search results prioritized?

Results are ranked with a relevance score based on how closely the code's meaning aligns with your natural language query, with the most relevant snippets appearing first.

Semantic Code Search

Name: Semantic Code Search
Author: ConaryLabs

byConaryLabs

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Developer Tools

Performs concept-based code discovery using natural language to find implementations by meaning rather than exact text matches.

The Semantic Code Search skill integrates Mira's persistent intelligence layer into Claude Code to transform how you navigate codebases. Instead of relying on exact string matches, this skill understands the intent and context of your queries, allowing you to find specific logic, authentication patterns, or architectural components just by describing them. It is particularly useful for onboarding onto new projects, locating spread-out implementations, or identifying specific business logic across large, complex directories.

Key Features

01Relevance-scored results for precision

02Integrated code previews with file paths and line numbers

03AI-powered semantic search by concept and intent

043 GitHub stars

05Natural language processing for human-like queries

06Module-based result grouping for better organization

Use Cases

01Finding security and authentication patterns without knowing variable names

02Locating specific feature implementations in unfamiliar codebases

03Discovering error handling and middleware logic across multiple modules

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add conarylabs/mira search

For use in Claude.ai and ChatGPT

Download Skill