code-review

Analyze Git diffs for security, performance, and code quality issues.

11|2|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/mupengi-bot/mupengism --skill code-review-mupengi-bot
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-review
Source: https://github.com/mupengi-bot/mupengism/tree/main/skills/code-review
Command: npx skills add https://github.com/mupengi-bot/mupengism --skill code-review-mupengi-bot

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the process of reviewing code changes, identifying potential issues before they are merged.

Core Features & Use Cases

  • Automated Analysis: Analyzes git diff output to detect security vulnerabilities, performance bottlenecks, and code quality issues.
  • Categorized Feedback: Provides feedback categorized by severity (Critical, Warning, Info) with clear explanations and suggested solutions.
  • Use Case: When submitting a Pull Request, trigger this Skill to get an immediate automated review of your changes, ensuring adherence to best practices and flagging critical issues.

Quick Start

Ask the AI to perform a code review on the staged changes in your current Git repository.

Frequently Asked Questions about code-review

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

FAQPage Schema
How do I automate code reviews on my Git diffs before a pull request?

Automated code review analyzes your Git diffs by examining staged changes, last commits, or branch differences to detect security vulnerabilities, performance bottlenecks, and code quality issues. It provides severity ratings and actionable suggestions to ensure adherence to best practices.

What types of issues can automated code quality checks find in my code?

Automated code quality checks identify security vulnerabilities, performance bottlenecks, and general code quality concerns. Feedback is categorized by severity into Critical, Warning, and Info levels, providing clear explanations and suggested solutions for each detected issue.

Can I integrate automated code analysis with my CI/CD pipeline using GitHub Actions?

Yes, automated code analysis integrates directly with CI/CD pipelines via GitHub Actions. This enables continuous code quality assurance by automatically triggering reviews on your Git diffs when submitting a Pull Request, flagging critical issues before they are merged.

What is the best way to review staged changes versus branch differences in Git?

Reviewing Git diffs can target staged changes, the last commit, or branch differences. The best approach depends on your workflow: analyze staged changes pre-commit to catch issues early, or evaluate branch differences before merging to ensure overall code quality and security.

Do I need any external dependencies to run security and performance checks on my code?

No external dependencies are required to run security and performance checks on your code. The automated analysis operates directly on your Git diff output to identify vulnerabilities and performance issues without needing additional plugins or external libraries.