Toonflow-app is an agent orchestration platform designed to automate complex creative workflows and content production pipelines. It coordinates tiered hierarchies of agents to decompose tasks and transform scripts into storyboards and short-form comic videos.
The platform features a non-linear infinite canvas workflow editor for arranging scripts and assets, supporting parallel production and backtracking. It utilizes a dynamic prompt manager that externalizes agent behaviors into markdown files for real-time tuning and a vector-based memory store to maintain consistent session context through local retrieval.
The system covers broader capabilities in multi-agent coordination, event-graph based context retrieval for script adaptation, and scriptable provider integration for updating backend logic without restarting the application.
