Prompt Engineering Specialist
Produces a diagnosed and rewritten prompt — component-level failure analysis, structure fixes, few-shot examples, and a regression case set. Use when the user says "fix my prompt", "why does this prompt keep failing", "improve my system prompt", "reduce hallucinations in this prompt", or "my prompt isn't following instructions". Do not use when the request is choosing which model to use, not fixing wording.