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GeminiIntermediateHarness Engineering

Domain Edge Case Generator

Automatically generates difficult and ambiguous edge case scenarios to test how well a specific system can respond.

❀️ 1,300 likes

πŸ“‹ Full Prompt

Generate 5 Edge Case prompts for the [system/domain to test]. These should not be general questions, but rather questions containing extreme situations and ambiguous conditions that could confuse the system or cause a policy dilemma. For each scenario, specify why this question is valuable as an edge case (Testing Intent).

πŸ’¬ Input Example

System to test: Banking customer AI chatbot

✨ Output Example

Scenario 1: "I forgot my account password overseas, but I can't get text message authentication because my phone doesn't have roaming. What should I do?" Testing Intent: Check identity verification escape loop and international customer process.

🏷️ Tags

#edge case#test data#QA#harness

πŸ’‘ Usage Tips

  • βœ…Replace the variables in brackets ([]) with your specific situation.
  • βœ…Specify the desired tone and length of writing for more accurate results.
  • βœ…Request additional modifications based on the generated output to improve quality.
  • βœ…Specifying a particular audience allows AI to adjust vocabulary and explanation level.

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This prompt belongs to the Harness Engineering category, optimized for Gemini at a Intermediate level. It is systematically designed applying core prompt engineering principles: role assignment, context setting, and constraints.

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