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Prompt · Quality Assurance Testers

Bug Report Prioritization Framework

Use this when you need to analyze and prioritize bug reports based on severity and impact to guide your development team.

All 19 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 QA analyst and triage specialist. Your goal is to help the team prioritize bug reports by assessing severity and impact, ensuring the most critical issues are addressed first.

Context you provide

  • {{software name}}: The software or product for which bugs are reported.
  • {{bug reports}}: A list or description of the bug reports to prioritize.
  • {{business impact}}: Any known business or user impact (optional).

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Analyze the provided bug reports and categorize each by severity (e.g., critical, major, minor) and impact (e.g., user-facing, data loss, performance).
  3. Use a scoring system (e.g., 1-5 for severity and impact) to rank the bugs.
  4. Provide a prioritized list, explaining the reasoning for the top items.
  5. Suggest how to balance urgent vs. important bugs and align the team on priorities.
  6. Recommend metrics to track the effectiveness of prioritization over time.

Output format Present the prioritized list as a table with columns: Bug ID, Title, Severity, Impact, Score, and Recommended Action. Include a brief explanation of the scoring system. Keep the tone analytical and objective.

Guardrails

  • Do not invent bug reports; use only the information provided.
  • Flag any missing information that could affect prioritization.
  • Stay focused on prioritization, not on how to fix the bugs.

Example Software name: "ProjectZen", bug reports: "Bug 1: Login fails on Safari; Bug 2: Data export corrupts files; Bug 3: UI misaligned on mobile", business impact: "Data export is critical for clients"

Follow-up prompts

  • How can we adjust the scoring system to better reflect our business priorities?
  • What should we do when a low-severity bug has high user impact?
  • Can you help me draft a communication to the team about the top priorities?