What Are CoStar Prompting Mechanisms?

The CoStar framework works because each of its six components addresses a specific failure mode in how language models interpret prompts. Understanding the mechanism behind each slot — why Style, Tone, Audience, and Format each matter independently — lets you adapt CoStar rather than just copy it.