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A developer who is not an expert in medical coding needs to create a prompt for an AI system that classifies medical procedures into CPT codes. The developer doesn't know the CPT code system well but can ask Claude to help create the prompt. They also want to build a system that can improve its own prompts over time based on feedback. What is meta-prompting?

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Meta-Prompting

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Developer asks Claude: 'Generate a system prompt for a refund request support bot.' Claude generates a prompt. This is:

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Self-improving prompt system causes prompts to grow very long, reducing performance. Best safeguard?

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