Claude Certified Architect, Foundations · Test 2 · question 6 of 10
Prompt Engineering & Structured Outputeasy
A developer asks Claude to classify customer emails into refund, shipping, bug or other. Accuracy is poor on borderline emails, and in testing Claude sometimes copies the wording of the single example in the prompt, which is a plain refund request. The developer wants to improve consistency using few-shot prompting. What is the best approach?