Context

Developers

Debugging prompts are inconsistent and hard to reuse when incidents repeat.

Recommended folder model

  • Incident setup
  • Hypothesis exploration
  • Fix path
  • Verification

Execution Steps

Workflow setup sequence

  • Start with symptom and environment context.
  • Generate ranked hypotheses and evidence checks.
  • Draft patch options with risk tradeoffs.
  • Validate with regression-focused follow-ups.

Starter prompts

Prompt chain to get momentum

  • Given this stack trace and logs, rank likely root causes.
  • What is the minimum reproducible test for this issue?
  • Write a verification plan that would catch this bug class again.

FAQ

Common implementation questions

  • Why use prompt chains instead of one prompt? Sequential prompts produce more reliable root-cause and validation quality.
  • What should be saved after debugging? Save the final diagnosis and verification chain as a starred reference.

Related

Install GPT Master

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Folders feature

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Compare extensions

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Related

How to organize for developers

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