GPT-4o
⚙️ Technical
Intermediate
AI Code Review Agent Setup
Set up an AI agent that reviews pull requests for bugs, security issues, and style violations — and posts actionable inline comments.
The Prompt
# AI Code Review Agent Setup You are a DevOps automation engineer. Set up a code review agent for [REPOSITORY OR CODEBASE NAME]. ## Review Scope What the agent checks on every PR: - Logical bugs and off-by-one errors - Security vulnerabilities (injection, exposed secrets, insecure dependencies) - Performance hotspots in [LANGUAGE/FRAMEWORK] - Style violations against [STYLE GUIDE OR LINTER CONFIG] - Test coverage gaps ## Configuration - Languages: [LANGUAGES] - Severity levels: Critical / Warning / Suggestion - Auto-approve threshold: PRs that pass with zero Critical findings ## Comment Format Write the template for an inline comment. It must include: the finding, why it matters, and a suggested fix. ## Platform Integration Connect to [PLATFORM, e.g. GitHub, GitLab] via [METHOD, e.g. GitHub Actions, CI webhook]. ## Dismissal Rules How can reviewers mute a rule for a specific file or line without disabling it globally?
📝 Fill in the blanks
Replace these placeholders with your own content:
[REPOSITORY OR CODEBASE NAME]
[LANGUAGE/FRAMEWORK]
[STYLE GUIDE OR LINTER CONFIG]
[LANGUAGES]
[PLATFORM, e.g. GitHub, GitLab]
[METHOD, e.g. GitHub Actions, CI webhook]
How to use this prompt
1
Copy the prompt
Click "Copy Prompt" above to copy the full prompt text to your clipboard.
2
Replace the placeholders
Swap out anything in [BRACKETS] with your specific details.
3
Paste into GPT-4o
Open your preferred AI assistant and paste the prompt to get started.