code-search

Locate functions, classes, and patterns in codebases using MCP tools.

2|1|Updated Dec 26, 2025
One-click install
npx skills add https://github.com/1ambda/dataops-platform --skill code-search-1ambda
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-search
Source: https://github.com/1ambda/dataops-platform/tree/main/.copilot/skills/code-search
Command: npx skills add https://github.com/1ambda/dataops-platform --skill code-search-1ambda

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a highly efficient method for navigating and understanding complex codebases, significantly reducing the time and computational resources required for code exploration.

Core Features & Use Cases

  • Token-Efficient Exploration: Utilizes MCP tools to minimize token usage when searching code.
  • Precise Locating: Finds specific functions, classes, and code patterns.
  • Dependency Tracing: Maps out call chains and identifies how different code components interact.
  • Use Case: When onboarding a new developer to a large project, use this Skill to quickly find all implementations of a specific service interface and understand its dependencies.

Quick Start

Use the code-search skill to find all classes named 'User' within the 'src/models' directory.

Frequently Asked Questions about code-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I efficiently search a large codebase to locate specific functions and classes?

Efficient codebase exploration uses an MCP-first approach to locate symbols, functions, and classes while minimizing token usage. It prioritizes symbol lookups and selective body retrieval to significantly reduce token consumption.

What is the best way to trace dependencies and map call chains in a complex codebase?

Tracing dependencies is handled by mapping out call chains and identifying how different code components interact. This approach allows you to verify architecture and understand component relationships without exhaustively reading source files.

Can I find all implementations of a specific code pattern within a targeted directory?

Yes, finding implementations of specific code patterns within targeted directories is supported. You can precisely locate definitions, such as finding all classes matching a specific name within a defined source path.

Does MCP code search work for onboarding to large projects with unfamiliar architecture?

MCP code search works well for onboarding to large projects by finding implementations of service interfaces and understanding their dependencies. It optimizes code understanding and gathers documentation context efficiently.

How do I retrieve function documentation context without exceeding token limits?

You retrieve documentation context without exceeding token limits by using selective body retrieval. This MCP-first strategy optimizes code searching by fetching only the necessary symbol definitions and context, achieving significant token savings.