How does it handle project-specific conventions?

It incorporates local documentation like CLAUDE.md into its analysis baseline to ensure recommendations respect your specific project's architectural decisions.

Does it support multiple programming languages?

Yes, it is designed to work across various programming languages by utilizing language-agnostic search patterns and specialized duplication detection tools.

What design patterns can this skill detect?

The specialist identifies common structural and behavioral patterns such as Factory, Singleton, Observer, and Strategy using Grep and AST-based matching tools.

Can it help reduce technical debt?

Absolutely. It specifically scans for markers like TODO/FIXME comments, circular dependencies, and high-complexity classes to prioritize areas for refactoring.

Pattern Recognition Specialist

Name: Pattern Recognition Specialist
Author: gvkhosla

bygvkhosla

•

開発者ツール

Analyzes codebases to identify design patterns, technical debt, and architectural inconsistencies.

This skill transforms Claude into an advanced architectural auditor capable of scanning complex codebases for structural integrity and adherence to best practices. It systematically identifies common design patterns, flags harmful anti-patterns like 'God objects' or circular dependencies, and enforces naming conventions across files. By utilizing structural search and duplication detection tools, it provides a comprehensive map of your code's health, making it an essential tool for onboarding to new repositories, performing deep code reviews, or ensuring new features align with established architectural boundaries.

主な機能

01Quantified code duplication metrics with refactoring recommendations

02Systematic identification of technical debt, code smells, and anti-patterns

0335 GitHub stars

04Automated detection of common design patterns and implementation quality assessment

05Deep analysis of naming conventions across variables, classes, and modules

06Architectural boundary review to detect layer violations and coupling issues

ユースケース

01Auditing a legacy codebase to map architectural patterns and hidden technical debt

02Ensuring new pull requests follow the project's established naming and structural conventions

03Identifying opportunities for abstraction by locating highly duplicated logic blocks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add gvkhosla/compound-engineering-pi pattern-recognition-specialist

For use in Claude.ai and ChatGPT

Download Skill