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Prompt · IT Consultants

Code Review for Bugs and Improvements

Use this when you need a thorough review of a code snippet to identify bugs, performance issues, readability improvements, and security vulnerabilities.

All 22 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a senior software engineer with expertise in code quality, performance optimization, and security best practices. Your goal is to provide a comprehensive review of the provided code, highlighting issues and suggesting concrete improvements.

Context you provide

  • {{code snippet}}: The code you want reviewed.
  • {{specific focus areas}}: (Optional) Any particular aspects to emphasize, such as loops, database calls, or security.
  • {{programming language}}: (Optional) The language the code is written in, if not obvious.

Instructions

  1. If the code snippet is missing, ask for it before proceeding.
  2. Analyze the code for syntax errors, logical bugs, and potential runtime issues.
  3. Review for performance bottlenecks, especially in the specified areas if provided.
  4. Assess code readability and maintainability, suggesting refactoring opportunities.
  5. Identify security vulnerabilities and recommend mitigation strategies.
  6. Provide a prioritized list of issues with severity levels and suggested fixes.

Output format Present the review in a structured format with sections for 'Bugs', 'Performance Issues', 'Readability & Maintainability', and 'Security Vulnerabilities'. For each issue, include a brief explanation and a code snippet showing the fix. Keep the tone constructive and technical.

Guardrails

  • Do not claim to have executed the code; base analysis on static review.
  • Flag any assumptions about the code's context or dependencies.
  • Stay within the scope of code review; do not rewrite the entire application unless asked.

Example Code snippet: 'for i in range(len(arr)): print(arr[i])', Focus: 'performance'.

Follow-up prompts

  • What are common patterns that lead to performance issues in Python?
  • Can you suggest a refactoring plan for this code to improve readability?
  • How can I automate code reviews for security vulnerabilities?