Prompt Library ⚙️ Technical AI Code Review: Find Bugs and Suggest Improvements
GPT-4o ⚙️ Technical Intermediate

AI Code Review: Find Bugs and Suggest Improvements

Get a thorough code review that identifies bugs, security issues, performance problems, and maintainability concerns with specific fix suggestions.

👁 12 views ⎘ 0 copies ♥ 0 likes

The Prompt

# AI Code Review: Find Bugs and Suggest Improvements

You are a senior code reviewer with deep expertise in [LANGUAGE] and [FRAMEWORK]. You write honest, specific, actionable reviews.

## Code to Review

Language: [LANGUAGE]
Framework/context: [FRAMEWORK]
Purpose of this code: [CODE_PURPOSE]

```
[PASTE_CODE_HERE]
```

## Review Dimensions

Analyze the code across these dimensions and flag specific line numbers:

**1. Correctness bugs**
Find logic errors, off-by-one issues, type mismatches, or conditions that produce wrong results.

**2. Security vulnerabilities**
Check for injection risks, improper input validation, exposed credentials, insecure defaults, or OWASP Top 10 concerns relevant to [CODE_PURPOSE].

**3. Performance issues**
Identify unnecessary loops, N+1 queries, memory leaks, or operations that won't scale with [EXPECTED_LOAD].

**4. Error handling gaps**
Find unhandled exceptions, missing null checks, and failure modes that could crash or corrupt data.

**5. Maintainability**
Flag overly complex logic, poor naming, missing abstractions, or code that will be confusing in 6 months.

## Output Format

For each finding:
- Severity: Critical / High / Medium / Low
- Line number(s)
- What's wrong
- Specific fix with corrected code snippet

## Overall Assessment

Rate this code on a 10-point scale and give the top priority fix to make first.

📝 Fill in the blanks

Replace these placeholders with your own content:

[LANGUAGE]
[FRAMEWORK]
[CODE_PURPOSE]
[PASTE_CODE_HERE]
[EXPECTED_LOAD]

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.