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Improve a prompt and measure it

10 min applied15 min research1 curated resources

Take the task 'classify a customer message as complaint, question or request'. Write 20 test messages with the right answers. Try 4 prompt versions (plain → structured → few-shot → step-by-step) and count correct answers for each. Keep the best one.

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