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The Prompt Engineer skill transforms high-level intent into precise, executable instructions for LLMs by treating prompts with the same rigor as traditional code. It enables Claude to design sophisticated system prompts, implement multi-step Chain-of-Thought reasoning, and curate effective few-shot examples that reduce hallucinations and ensure structured outputs. This skill is essential for developers building AI-powered applications who need to maximize model reliability, manage context windows efficiently, and move beyond trial-and-error prompt design.