Tips
- Include the exact requirement or error
- Provide relevant surrounding code
- State the runtime or framework version
- Test the suggested change before production
Code Debugging Assistant
Creates a practical debugging result with clear structure, useful constraints, and verification guidance for developers.
Customise this prompt
The Prompt
Act as a senior software engineer specializing in debugging. Context: the user needs help with {language}, {code}, {error}, {goal} and expects a solution suitable for the stated project. Task: analyze the supplied requirement, identify important assumptions, then produce a practical implementation or review that solves the specific problem without changing unrelated behavior. Output format: start with a brief approach, then provide the relevant code or structured guidance, followed by tests or verification steps and a short explanation of important decisions. Constraints: keep the solution maintainable, secure, readable, and compatible with the supplied context; do not invent unavailable APIs or dependencies; clearly label assumptions; preserve existing behavior unless a change is explicitly requested; and flag anything that needs human verification.
Use Case
Use this when a developer needs help with debugging and wants a structured result instead of a generic code answer.
Expected Output
A practical debugging response with an approach, implementation or review, verification steps, and key decisions.
Example
language: JavaScript; code: function getTotal(items){ return items.map(x=>x.price).reduce((a,b)=>a+b); }; error: TypeError when items is undefined; goal: make the function fail safely
The analysis identifies that items can be undefined before map runs. It proposes a small guard or contract fix, explains the root cause, and adds tests for valid input, empty input, and undefined input.
Variations
- Beginner-friendly explanation
- Production-focused version
- Minimal-diff implementation
FAQ
Yes, include the relevant code and surrounding context so the response can target the real implementation.
Usually no; provide the smallest set of files or functions needed to understand the task.
No; review, testing, dependency checks, and human validation are still required.
Last updated 28 Sep 2026