What problem does it solve? Short-drama production needs consistent visual reference images for every character, scene, and prop, but writing detailed, style-consistent text-to-image prompts for an entire series by hand is slow and error-prone. This Skill converts the finalized asset bible into production-ready prompts in one batch. ## Core Features & Use Cases - Full-series asset prompt design: Reads final-asset-bible.json and the asset registry to design prompts for every character, scene, and prop variant before directing begins. - Standardized output layouts: Enforces fixed reference-image formats, such as a 16:9 character sheet with a strict front-facing facial close-up plus front/side/back three-view, and a 2x2 four-direction grid for scenes. - Variant-based prompt writing: Uses the first variant as a baseline and writes image-to-image style delta prompts for later variants, keeping core features consistent. - Validated batch upsert: Writes all prompts through a checked JSON batch into the shared prompt files and asset registry, then runs the design-stage gate. - Use Case: Given a finalized asset bible for episode 1, produce complete Chinese narrative prompts for all characters, scenes, and props, register them in asset-registry.json, and pass the design gate. ## Quick Start Ask the agent to run the art design step to generate all character, scene, and prop prompts from the finalized asset bible and upsert them into the asset registry.
