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Prompt Expansion

Turning one-line requests into complete, usable prompts: which tasks benefit from expansion, how to keep the original intent intact while expanding, and how to verify that the expanded prompt actually works better.

Prompt expansion turns a rough one-line request into a complete prompt: missing background, constraints, and output format are filled in first, then a ready-to-use version is produced. It suits open-ended tasks like image generation, writing, and data analysis. But when the request itself is contradictory or the goal unclear, expansion only magnifies the vagueness — a human must set the direction first.