Toonflow-app is an open-source, all-in-one AI workstation for short drama production that transforms novels and scripts into animated short dramas. It provides an end-to-end workflow covering planning, AI scriptwriting, intelligent storyboarding, character generation, and video generation, enabling creators to move from text to finished visual content within a single production environment. The cross-platform desktop application supports lightweight deployment and is designed to help creators produce visual content efficiently and at lower cost.

Toonflow builds a complete short drama production workflow around “Planning → Scriptwriting → Storyboarding → Final Output.” From text and character creation to storyboards and video generation, the platform automates the production process with AI and is designed to significantly improve creative efficiency. It also supports localized, programmable, and continuously iterative production workflows.

The core prompts used by ScriptAgent and ProductionAgent are externalized as Markdown Skill files, allowing users to edit them online and quickly tune agent behavior. This makes Toonflow suitable for creators and teams that want a customizable AI-powered workflow for producing short dramas, adapting novels, developing scripts, and generating video content.