codebase-pattern-finder

Search codebases to extract similar implementations and usage patterns with file:line references.

12|Updated Feb 2, 2026
One-click install
npx skills add https://github.com/pratos/clanker-setup --skill codebase-pattern-finder-pratos
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: codebase-pattern-finder
Source: https://github.com/pratos/clanker-setup/tree/main/skills/codebase-pattern-finder
Command: npx skills add https://github.com/pratos/clanker-setup --skill codebase-pattern-finder-pratos

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps developers quickly find and understand existing code patterns, implementations, and conventions within a codebase, enabling them to write consistent and efficient code.

Core Features & Use Cases

  • Locate Similar Implementations: Search for comparable features, usage examples, and established patterns.
  • Extract Reusable Patterns: Identify and present code structures, key patterns, conventions, and test examples.
  • Provide Concrete Examples: Offer actual code snippets with file:line references, including multiple variations and preferred approaches.
  • Use Case: A developer needs to implement a new API endpoint for user authentication. They can use this skill to find existing authentication patterns in the codebase to ensure consistency and leverage best practices.

Quick Start

Find examples of how pagination is implemented in the codebase.

Frequently Asked Questions about codebase-pattern-finder

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

FAQPage Schema
How do I find existing code patterns and similar implementations in a codebase?

You can locate similar implementations by searching for comparable features, component structures, and established patterns. The Skill extracts reusable code structures, conventions, and test examples, providing actual code snippets with precise file:line references and contextual explanations.

What is the best way to ensure my new API endpoint matches existing code conventions?

To ensure consistency, search your codebase for established conventions and comparable features. This Skill identifies reusable code structures and preferred approaches, offering actual code snippets with precise file:line references and multiple variations to guide your implementation.

Can I extract concrete code examples with file and line references from a codebase search?

Yes, the Skill provides actual code snippets complete with precise file:line references. It searches for comparable features and testing strategies, offering multiple variations and preferred approaches alongside contextual explanations to help you understand and reuse the code.

How do I locate testing strategies and integration methods used in an existing codebase?

To locate testing strategies and integration methods, search your codebase for established patterns and comparable features. The Skill extracts reusable code structures and test examples, providing actual code snippets with precise file:line references and contextual explanations for each strategy found.

Does this codebase pattern finder work without external dependencies?

Yes, the codebase pattern finder works without external dependencies. It independently searches your codebase to identify and extract similar implementations, usage examples, and established patterns, providing concrete code snippets with file:line references and contextual explanations for developers.