What problem does it solve? Turning a raw idea into a finished video normally requires coordinating scriptwriting, character design, storyboarding, image generation, video generation, and editing across many disconnected tools. This Skill orchestrates that entire pipeline through a locally deployed FastAPI backend and Next.js frontend, pausing at each stage for user confirmation. ## Core Features & Use Cases - Six-Stage Video Workflow: Runs script generation, character/scene design, storyboard planning, reference image generation, video clip generation, and post-production editing with mandatory user confirmation stop points between stages. - One-Shot Pipelines: Executes background pipelines for artistic short videos, action transfer, and digital human narration without manual intervention. - Sandbox Workbench: Provides single-shot tools for text-to-image, image-to-image style transfer, and short video generation via local API calls. - Use Case: A creator says "make a 4-episode short drama about a cat detective" — the agent starts the local services, creates the project, generates the script, characters, storyboards, reference images, and video clips, confirms each stage with the user, and delivers the final edited episodes. ## Quick Start Ask the agent to generate a video from your story idea, and it will start the local backend and frontend, confirm your plot and model settings, then walk you through each production stage.