Designs, tests, and ships production prompts using prompt-as-code workflows: model-generation-aware patterns (reasoning controls, structured outputs, cache-friendly layout), templates, and evaluation guidance. Returns a full copy/paste prompt block. Use when building AI features, improving agent performance, adapting prompts to a new model or provider, porting an instruction set to another agent harness, or standardizing system prompts.
