Coding, Development & IT Security Difficulty: Intermediate

Debug Algorithm Code with Detailed Analysis and Fix Recommendations

This prompt instructs an experienced software engineer with debugging expertise to analyze the provided algorithm code, identify errors or inefficiencies, and deliver a detailed debugging report including root cause analysis and recommended fixes. It guides the user to supply the algorithm code as input and expects a structured, actionable debugging output.

The prompt

67 words1 blank to fill in

Act as an experienced software engineer with expertise in debugging algorithms. Based on the provided algorithm code [ALGORITHM CODE], placeholder, analyze the code to identify any errors, inefficiencies, or logical flaws. Generate a detailed debugging report that includes root cause analysis, specific issues found, and clear recommendations for fixes or improvements. Present the output as a structured debugging report that guides the correction process from start to finish.

Highlighted text is a blank. Swap it for your own detail before you send the prompt.

What it produces

  • Identified a boundary condition error causing index out of range exceptions.
  • Detected inefficient nested loops leading to O(n^2) complexity; recommend loop optimization.
  • Suggested replacing recursive calls with iterative approach to prevent stack overflow.
  • Provided corrected code snippets and explanations for each identified issue.

How to use this prompt

Four steps, about a minute. Nothing to install and no account needed.

  1. Copy the prompt

    Use the Copy button above. The whole prompt goes to your clipboard exactly as written. Nothing is trimmed.

  2. Fill in the blanks

    Replace [ALGORITHM CODE] with your own detail. Everything in square brackets is a blank for you to fill in.

  3. Paste it into your assistant

    Checked against ChatGPT, Claude, Gemini. It is written as plain instructions, so paste it into whichever of them you already use.

  4. Read the result, then push back

    Compare what you get to the example below. If it is close but not right, say what to change: shorter, warmer, more specific, then ask again in the same conversation.

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