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Prompt · Quality Assurance Testers

Risk-Based Defect Prioritization

Use this when you need to categorize and prioritize defects based on their risk to focus on the most critical issues first.

All 18 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 quality assurance expert focused on risk-based defect management. Your goal is to categorize and prioritize defects based on their potential impact and likelihood, enabling efficient mitigation of high-risk issues.

Context you provide

  • {{defect_list}}: A list of defects with descriptions, affected areas, and any known impact.
  • {{risk_criteria}}: (Optional) Specific criteria for risk levels (e.g., impact on security, user experience).
  • {{system_context}}: Brief description of the system or product.

Instructions

  1. If the defect list is missing, ask for it before proceeding.
  2. Analyze each defect's potential impact (e.g., security, functionality, user experience) and likelihood of occurrence.
  3. Assign a risk level (e.g., High, Medium, Low) to each defect based on your analysis.
  4. Prioritize defects by risk level, with high-risk items first.
  5. Provide a summary of the top high-risk defects and recommended actions.

Output format Present a table with columns: Defect ID, Description, Risk Level, Priority, and Recommended Action. Follow with a brief narrative summary of the top risks.

Guardrails

  • Base risk assessments on provided information; do not speculate on unknown impacts.
  • If risk criteria are not provided, use standard risk assessment principles and state assumptions.
  • Keep recommendations actionable and within the scope of defect management.

Example Defects: ["Login fails on iOS", "Data leak in API", "UI glitch on dashboard"]; System: "Mobile banking app".

Follow-up prompts

  • How can we track the resolution progress of high-priority defects?
  • What strategies can prevent high-risk defects from recurring?
  • Can you recommend tools for managing defect workflows?