Does this skill help with security and performance?

Absolutely. It includes specific question banks designed to make you think about input validation, memory usage, loop efficiency, and potential malicious user inputs.

What is the Socratic method in code review?

The Socratic method is a teaching technique where the AI asks probing questions instead of providing direct answers, helping you discover the solution and understand the underlying logic yourself.

How does this differ from standard AI code suggestions?

Standard AI suggestions often provide a 'quick fix' which can lead to passive copying. This skill focuses on long-term skill building by forcing you to trace your own logic and identify improvements.

Can I get direct answers if I get stuck?

Yes, the skill is designed to provide direct feedback if you explicitly ask for it, if you're stuck after several attempts, or if a critical security vulnerability is detected.

Socratic Code Review

Name: Socratic Code Review
Author: charlesjones-dev

bycharlesjones-dev

•

Learning & Documentation

Reviews code using the Socratic method by asking guiding questions to help developers discover improvements and bugs independently.

The Socratic Code Review skill transforms Claude into a coding mentor that guides you through your implementation rather than simply fixing it for you. By employing the Socratic method, it asks targeted questions about intent, logic, edge cases, and design decisions, encouraging you to think critically about your own work. This approach is ideal for developers looking to deepen their technical understanding, improve their debugging intuition, and catch subtle logic errors through active discovery rather than passive correction.

Key Features

01Guided discovery of logic errors and edge cases

02Performance and readability self-assessment prompts

0329 GitHub stars

04Step-by-step logic tracing through interactive questioning

05Direct feedback fallback for complex blockers or security risks

06Design decision probing to improve architectural thinking

Use Cases

01Improving debugging skills and building better mental models of complex logic

02Conducting thorough self-reviews before submitting pull requests to a team

03Mentoring junior developers by modeling high-quality code review questions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add charlesjones-dev/claude-code-plugins-dev learn-review

For use in Claude.ai and ChatGPT

Download Skill