Prompting Best Practice

Prompt design techniques for LLMs: structure, examples, reasoning patterns, and optimization. Invoke whenever task involves any interaction with AI instructions — crafting, debugging, improving, or evaluating prompts for skills, agents, output styles, or system configurations.

Improves prompts via Anthropic best practices: queries official docs first, applies 4-step workflow with chain-of-thought, XML tags, and examples for accuracy and structure.

Crafts or updates LLM prompts from first principles by discovering goals, constraints, and context through targeted questions. Use for new prompts, updates, or reviews.