When should I use the --hybrid flag in sgrep?

Use the --hybrid flag when your search query contains specific technical terms, API names, or function names that you want to match exactly while still benefiting from semantic context.

What is the best way to format queries for sgrep?

For best results, frame your queries as conceptual questions or descriptions of intent, such as 'how are errors handled' or 'caching implementation'.

Can sgrep be used for automated code analysis?

Yes, sgrep supports a --json flag that outputs search results in a machine-readable format, making it ideal for integration into CI/CD pipelines or custom analysis scripts.

How does sgrep differ from traditional grep or ripgrep?

Traditional tools like grep find exact text matches, whereas sgrep uses semantic understanding to find code based on the 'meaning' of your query, even if the exact words don't match.

Semantic Smart Search (sgrep)

Name: Semantic Smart Search (sgrep)
Author: XiaoConstantine

byXiaoConstantine

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Developer Tools

Enables semantic and hybrid code searching to find logic based on intent and concepts rather than just exact text matches.

sgrep is a sophisticated command-line utility designed to modernize code exploration by shifting from literal string matching to semantic understanding. It allows developers to query codebases using natural language concepts—like 'database connection pooling' or 'error handling logic'—making it an essential tool for navigating unfamiliar repositories or complex architectures. By offering both purely semantic and hybrid search modes, sgrep provides the flexibility to find code through conceptual intent while still respecting specific technical terms and function names.

Key Features

01Contextual output options to view relevant code snippets alongside search results

02Hybrid search mode that combines semantic understanding with exact keyword matching

033 GitHub stars

04JSON output support for seamless integration with automated scripts and tools

05Semantic search to locate code based on conceptual meaning and intent

06Optimized search hierarchy for navigating between intent, structure, and text

Use Cases

01Finding specific implementation patterns like 'authentication middleware' without knowing the exact variable names

02Locating conceptual logic across large-scale projects where traditional grep patterns fail to capture intent

03Exploring and understanding the logic flow of an unfamiliar or legacy codebase

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaoconstantine/sgrep sgrep

For use in Claude.ai and ChatGPT

Download Skill