Dev.to
6/16/2026

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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