HBAI-Ltd/Toonflow-app

What it solves

Toonflow is an AI-powered workbench designed to streamline the production of short dramas and videos. It eliminates the high barrier to entry for content creation by automating the entire pipeline from initial text planning and scriptwriting to storyboard creation and final video export, significantly increasing production efficiency.

How it works

The platform uses a multi-layered AI architecture to manage the creative process:

• Three-Layer Agent System: A collaboration between decision, execution, and supervision layers to handle task decomposition, content generation, and quality review.
• Infinite Canvas: A non-linear workspace where users can organize scripts, characters, storyboards, and video nodes freely.
• Persistent Memory: A local ONNX-based vector retrieval system that maintains continuity across sessions using short-term messages and long-term summaries.
• Event Graph-Driven Adaptation: It extracts structured event graphs from original source material (like novels) to ensure accurate context during script adaptation.
• Programmable Providers: Users can write TypeScript logic for AI model providers directly in the settings to integrate various text, image, and video models without restarting the app.

Who it’s for

• Short-form video creators
• Experimental filmmakers adapting novels into visual media
• AI literature adaptation specialists
• Developers building rapid prototypes for scripts and video assets

Highlights

• End-to-end AI pipeline: Covers planning, scriptwriting, storyboarding, and final output.
• Non-linear production: Uses an infinite canvas instead of a rigid linear sequence.
• Local vector memory: Ensures character and plot consistency via ONNX retrieval.
• Flexible model integration: Supports a wide range of providers (OpenAI, Anthropic, DeepSeek, etc.) via a programmable system.
• Skill-based configuration: Core prompts are externalized as Markdown "Skill" files for easy online tuning.