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review-code

Automate code review with structured guidelines and Python-based checks for quality and security assessments.

84|3|Updated May 8, 2026
Search Tags:#code review#best practices#development workflow#software quality#security checks
One-click install
npx skills add https://github.com/ninehills/public-skills --skill review-code-ninehills
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review-code
Source: https://github.com/ninehills/public-skills/tree/main/review-code
Command: npx skills add https://github.com/ninehills/public-skills --skill review-code-ninehills

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of conducting thorough and consistent code reviews, providing a structured approach to ensure code quality and maintainability.

Core Features & Use Cases

  • Structured Review Guidelines: Offers a comprehensive set of guidelines for code review, covering design, functionality, complexity, testing, and more.
  • Automated Review Workflow: Automates parts of the review process, such as checking for style consistency and potential security issues.
  • Use Case: Ideal for developers and code review teams looking to improve the efficiency and effectiveness of their code review process.

Quick Start

Run the review-code skill on your latest pull request to get an automated code review report.

Frequently Asked Questions about review-code

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

FAQPage Schema
How do I automate code review for my pull requests?▼

You can automate code review by running automated Python scripts that apply structured guidelines to check design, functionality, complexity, and security. This generates an automated code review report for your pull requests.

What is the best way to implement structured code review guidelines?▼

Structured code review guidelines are implemented by applying comprehensive checks for design, functionality, complexity, and testing. This ensures consistent software quality and maintainability across your development workflow.

Can I use Python scripts to perform security checks during code review?▼

Yes, Python scripts are used to perform automated security checks and style consistency analysis. These scripts evaluate the code against best practices to identify potential security issues during the review process.

Does automated code review work with standard software development workflows?▼

Automated code review integrates directly into standard software development workflows. It provides structured guidelines and automated checks for quality, design reviews, and security assessments.

What aspects of software quality does this code review process cover?▼

The code review process covers software quality aspects including design, functionality, complexity, testing, and style consistency. It applies structured guidelines to ensure thorough and consistent reviews.

Do I need Python dependencies to run automated code review checks?▼

Yes, you need Python scripts and specific dependencies like pypdf, pdfplumber, and pdf2image to run the automated checks and analysis for generating code review reports.

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