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CodeRabbit Skills: Give your AI agent code review instincts

by
Konrad Sopala

Konrad Sopala

February 25, 2026

2 min read

February 25, 2026

2 min read

  • What are CodeRabbit Skills?
  • What actually happens when your agent runs a CodeRabbit Skill?
  • Works with the agents you already use
  • Install in under 30 seconds
  • Try CodeRabbit Skills today
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Cut code review time & bugs by 50%

Most installed AI app on GitHub and GitLab

Free 14-day trial

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An (actually useful) framework for evaluating AI code review tools

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Benchmarks promise clarity. They’re supposed to reduce a complex system to a score, compare competitors side by side, and let the numbers speak for themselves. But, in practice, they rarely do. Benchmarks don’t measure “quality” in the abstract. They...

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AI agents can write code, they can refactor code, they can even explain code. But they don’t review code like a senior engineer.

They don’t consistently look for subtle bugs. They miss security risks. They don’t always group issues by severity or help you fix them in a structured way.

That’s the gap CodeRabbit Skills are designed to close.

What are CodeRabbit Skills?

CodeRabbit Skills let your AI coding agent initiate CodeRabbit-powered code reviews directly from your local environment, CLI, or IDE. Once installed, you can simply tell your agent things like:

Review my code
Check for security issues
Review my PR
What's wrong with my changes?
Run a code review

Your agent will automatically work with the CodeRabbit CLI to run a CodeRabbit review and return structured findings. No switching tools. No opening GitHub. No manual setup every time.

Just ask and your agent reviews.

What actually happens when your agent runs a CodeRabbit Skill?

When your agent invokes the CodeRabbit code review skill, it initiates a CodeRabbit review through the CodeRabbit CLI tool. Specifically, it will:

  • Analyze your changes for bugs, security issues, and anti-patterns

  • Group findings by severity (critical, warning, info)

  • Suggest concrete fixes and improvements

  • Support iterative fix-and-review workflows

Works with the agents you already use

CodeRabbit Skills work across a wide ecosystem of coding agents, including:

  • Claude Code

  • Codex

  • Cursor

  • GitHub Copilot

  • Gemini CLI

  • Continue

  • Windsurf

  • And 30+ more

Install in under 30 seconds

Setup is intentionally simple:

# Install CodeRabbit CLI
curl -fsSL <https://cli.coderabbit.ai/install.sh> | sh

# Authenticate
coderabbit auth login

# Install the skill
npx skills add coderabbitai/skills

Now, your agent can run real CodeRabbit reviews locally.

That’s it.

Try CodeRabbit Skills today

Install CodeRabbit Skills and get real code review right where you work:

https://github.com/coderabbitai/skills

Ask your agent to have CodeRabbit review your code and see what it catches.