AI Failure Prediction Prompt

Make ChatGPT or Claude predict its own failure modes before attempting your actual task, allowing you to patch prompt gaps proactively.

🤖 Works with: Any

The Prompt

Copy and paste — replace anything in [brackets].

Before you do the task I'm about to give you, do this first. Predict how you're most likely to fail at it. Give me the top five ways this goes wrong: where you'll probably misunderstand me, what you'll likely assume that I didn't say, where you tend to get generic or hedge, and what part of this is genuinely hard for a model like you. For each failure, tell me the one instruction I could add that would prevent it. Then wait. Don't do the task until I've responded. The task: [paste it]

What it’s good for

Improve prompt quality by having the AI identify potential misunderstandings and weaknesses before executing important tasks.

How to use it

  1. Copy the prompt text and replace [paste it] with your actual task
  2. Run the prompt in ChatGPT or Claude
  3. Review the failure predictions and add the suggested instructions to your main prompt

Curated from the community via Reddit.

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