code-review-trainer

Train users to critically evaluate LLM-generated code through guided Socratic questioning.

Updated Mar 24, 2026
One-click install
npx skills add https://github.com/ching-kuo/code-review-trainer --skill code-review-trainer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-review-trainer
Source: https://github.com/ching-kuo/code-review-trainer/tree/main
Command: npx skills add https://github.com/ching-kuo/code-review-trainer --skill code-review-trainer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Code Review Trainer helps users practice critical evaluation of code generated by large language models, shifting from passive review to active, question-driven critique.

Core Features & Use Cases

  • Socratic, question-driven practice that surfaces design decisions, potential overengineering, and missed edge cases.
  • Progress-aware training that adapts to the learner's level and reinforces useful heuristics across sessions.
  • Structured feedback that maps observations to actionable improvements in code review skills.

Quick Start

Provide a code sample or project snippet and say to start training to begin a guided Socratic review session.

Frequently Asked Questions about code-review-trainer

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

FAQPage Schema
How do I practice code review for LLM generated code?

Practice code review for LLM generated code by providing a code snippet to start a guided Socratic session. The trainer uses interactive prompts to help you actively critique design decisions, overengineering, and missed edge cases.

What is Socratic questioning for software quality evaluations?

Socratic questioning for software quality evaluations is a training method that shifts you from passive reading to active, question-driven critique. It surfaces potential overengineering and questionable abstractions to reinforce useful review heuristics.

Can I use Socratic code review training to catch missed edge cases?

Yes, you can use Socratic code review training to catch missed edge cases. The guided questions specifically target uncovering hidden edge cases, questionable abstractions, and overengineering in generated code samples.

Does code review training adapt to my learning level across sessions?

Code review training adapts to your learning level using session-aware progress tracking. It tailors difficulty and reinforces useful heuristics across multiple sessions to map your observations to actionable improvements.

How do I start a guided code review training session?

To start a guided code review training session, provide a code sample or project snippet and say to start training. The system then begins asking interactive Socratic prompts to evaluate the code.

What are the limitations of Socratic code review training?

A limitation of Socratic code review training is that it requires interactive prompts and active participation rather than automated static analysis. You must engage with the questioning to uncover design decisions and receive structured feedback.