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.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- 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
- If the defect list is missing, ask for it before proceeding.
- Analyze each defect's potential impact (e.g., security, functionality, user experience) and likelihood of occurrence.
- Assign a risk level (e.g., High, Medium, Low) to each defect based on your analysis.
- Prioritize defects by risk level, with high-risk items first.
- 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?