code-review

Review code changes for correctness, security, performance, and readability.

5|1|Updated Feb 18, 2026
One-click install
npx skills add https://github.com/WynterJones/OpenPaw --skill code-review-wynterjones
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-review
Source: https://github.com/WynterJones/OpenPaw/tree/main/internal/skilllibrary/catalog/code-review
Command: npx skills add https://github.com/WynterJones/OpenPaw --skill code-review-wynterjones

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of conducting thorough code reviews, identifying potential issues across correctness, security, performance, and readability.

Core Features & Use Cases

  • Comprehensive Analysis: Examines code changes for a wide range of potential problems.
  • Severity Ratings: Assigns clear severity levels (Critical, High, Medium, Low) to findings.
  • Use Case: Integrate this into your CI/CD pipeline to automatically flag critical security vulnerabilities before they reach production.

Quick Start

Perform a code review on the provided code diff, focusing on security and performance.

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 review for security vulnerabilities and performance bottlenecks?

Automate code review by analyzing software changes to assess correctness, security vulnerabilities, performance bottlenecks, and readability. This process categorizes findings by severity and provides actionable suggestions for improvement to mitigate risks.

What is the best way to categorize code review findings by severity?

Categorize code review findings by assigning clear severity levels—Critical, High, Medium, and Low—to identified issues. This severity rating system helps prioritize security vulnerabilities and performance bottlenecks for immediate remediation.

Can I integrate automated code review into a CI/CD pipeline?

You can integrate automated code review into a CI/CD pipeline to automatically flag critical security vulnerabilities before they reach production. This ensures quality assurance and risk mitigation throughout your software development workflow.

How do I perform a code review on a code diff focusing on correctness and readability?

Perform a code review on a provided code diff by examining the changes for correctness, security, performance, and readability. The analysis generates actionable suggestions for improvement based on the identified software issues.

Does automated code review work without external dependencies?

Automated code review works without external dependencies, requiring only the software changes or code diff to operate. It independently analyzes the provided code to assess maintainability, performance, and security.

Why do I need severity ratings for code review findings?

Severity ratings are needed for code review findings to effectively prioritize risk mitigation and quality assurance. By categorizing issues as Critical, High, Medium, or Low, development teams can systematically address the most impactful security vulnerabilities and performance bottlenecks.