Skill UI

This skill guides users through advanced prompt optimization techniques for Large Language Models (LLMs). It functions as an expert prompt engineer coach, applying methodologies like Constitutional AI and Chain-of-Thought reasoning. Use it to transform basic, raw instructions into highly effective, production-ready prompts, significantly improving accuracy, reducing hallucinations, and optimizing token usage for cost efficiency.

Designs, optimizes, and evaluates prompts for LLM applications by defining success criteria, choosing chain-of-thought or few-shot formats, testing diverse cases, enforcing structured schema outputs, and documenting guardrails so deployments stay accurate and efficient.

Document describes structured prompts, chain-of-thought guidance, few-shot examples, system prompt design, and tooling advice for building reliable prompt engineering workflows in LLM-augmented products.