Code Review Analysis

SkillSecurity

Perform comprehensive code reviews with best practices, security checks, and constructive feedback. Use when reviewing pull requests, analyzing code quality, checking for security vulnerabilities, or providing code improvement suggestions.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Code Review Analysis skill

What this skill tells your AI

The instructions your AI receives, as published by aj-geddes/useful-ai-prompts in skills/code-review-analysis/SKILL.md and read by ahel’s review.

Table of Contents

  • Overview
  • When to Use
  • Quick Start
  • Reference Guides
  • Best Practices

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

Reference Guides

Detailed implementations in the references/ directory:

GuideContents
Initial AssessmentInitial Assessment
Code Quality AnalysisCode Quality Analysis
Security ReviewSecurity Review
Performance ReviewPerformance Review
Testing ReviewTesting Review
Best PracticesBest Practices

Best Practices

✅ DO

  • Be constructive and respectful
  • Explain the "why" behind suggestions
  • Provide code examples
  • Ask questions if unclear
  • Acknowledge good practices
  • Focus on important issues
  • Consider the context
  • Offer to pair program on complex issues

❌ DON'T

  • Be overly critical or personal
  • Nitpick minor style issues (use automated tools)
  • Block on subjective preferences
  • Review too many changes at once (>400 lines)
  • Forget to check tests
  • Ignore security implications
  • Rush the review

Signals

GitHub stars
336
Forks
55
Last commit
Mar 2026
Advanced
Catalog kind
skill
Gateway key
code-review-analysis
Source
github.com/aj-geddes/useful-ai-prompts