Code Review Analysis

This is a structured framework for doing thorough code reviews beyond just catching bugs. It walks you through initial assessment, code quality, security checks, performance analysis, and testing coverage with reference guides for each area. Use it when you're reviewing PRs and want to be systematic about what you're checking instead of just eyeballing changes. The best practices section is solid on the human side, like explaining your reasoning and not blocking merges over style preferences. It keeps you from either rubber-stamping everything or being that reviewer who picks apart indentation while missing actual problems. Treats code review as both quality control and mentorship.

skills.sh installs: 2.4K
GitHub stars: 379
last updated: Aug 21, 2026

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Install

$ npx -y skills add aj-geddes/useful-ai-prompts --skill code-review-analysis --agent claude-code

Installs into .claude/skills of the current project.

Files

Overview

Systematic code review process covering code quality, security, performance, maintainability, and best practices following industry standards.

When to Use

Reviewing pull requests and merge requests
Analyzing code quality before merging
Identifying security vulnerabilities
Providing constructive feedback to developers
Ensuring coding standards compliance
Mentoring through code review

Quick Start

Minimal working example:

# Check the changes
git diff main...feature-branch

# Review file changes
git diff --stat main...feature-branch

# Check commit history
git log main...feature-branch --oneline