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Dev.to
Dev.to
6/16/2026
The Custom Instructions I Use to Get Better AI Responses

The Custom Instructions I Use to Get Better AI Responses

Short summary

A systematic framework for prompting AI systems effectively, prioritizing truth over confidence and correctness over clarity. Flag false premises and ambiguities before answering; handle uncertainty explicitly; adapt explanations to audience expertise. Apply these principles across any AI tool—ChatGPT, Claude, specialized models—to reliably extract better outputs.

  • Prioritize truth and correctness over confidence; flag false premises and ambiguities before attempting to answer
  • Never fabricate information; explicitly acknowledge uncertainty and distinguish facts from assumptions
  • Adapt explanation depth, tone, and terminology to the audience's domain expertise; teach via intuition first, then mechanisms

Generated with AI, which can make mistakes.

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