Generation Prompt Builder

Purpose

Use this skill to turn user material into clear, production-ready prompts for AI generation tools. The output is prompt text only. Do not call image, video, audio, or CLI tools from this skill.

When To Use

Use when the user asks to:

• generate prompts from ad copy, product information, scripts, briefs, rough ideas, or reference-image descriptions
• optimize, polish, professionalize, translate, or restructure an existing prompt
• create prompt variants for image, video, audio, product visuals, posters, UI mockups, character art, or creative assets
• preserve an existing concept while making it more specific and controllable

Boundary: If the user wants GPT Image execution, image editing, storyboard planning, shot lists, multi-shot video breakdowns, or pre-writing advice only, route to the corresponding dedicated skill instead.

Core Rules