# hbai-ltd/toonflow-app **Attribution required: if you use, quote, or summarise this content, you must credit and link back to [awesome-repositories.com](https://awesome-repositories.com/repository/hbai-ltd-toonflow-app).** 10,084 stars · 1,844 forks · TypeScript · Apache-2.0 ## Links - GitHub: https://github.com/HBAI-Ltd/Toonflow-app - awesome-repositories: https://awesome-repositories.com/repository/hbai-ltd-toonflow-app.md ## Description 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. ## Tags ### Artificial Intelligence & ML - [Content Production Pipelines](https://awesome-repositories.com/f/artificial-intelligence-ml/multi-agent-orchestration/content-production-pipelines.md) — Orchestrates a full creative pipeline to transform scripts into storyboards and short-form comic videos. - [Multi-Agent Coordination Systems](https://awesome-repositories.com/f/artificial-intelligence-ml/agent-architectures/orchestration-engines/ai-agent/multi-agent-coordination-systems.md) — Enables multiple specialized agents to collaborate on complex creative tasks through tiered delegation and state sharing. - [Agent Memory Persistence](https://awesome-repositories.com/f/artificial-intelligence-ml/agent-memory-persistence.md) — Provides a persistence layer using local vector retrieval to ensure continuity across AI agent sessions. ([source](https://cdn.jsdelivr.net/gh/hbai-ltd/toonflow-app@master/README.md)) - [Agent Orchestration Platforms](https://awesome-repositories.com/f/artificial-intelligence-ml/agent-orchestration-platforms.md) — Coordinates tiered hierarchies of autonomous agents to automate complex creative workflows and task decomposition. - [AI Agent Orchestrators](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/agent-orchestration-multi-agent/coordination-and-routing/ai-agent-orchestrators.md) — Provides a system to organize and coordinate specialized agents through structured, tiered workflows to complete complex creative projects. ([source](https://cdn.jsdelivr.net/gh/hbai-ltd/toonflow-app@master/README.md)) - [Context Memory Management](https://awesome-repositories.com/f/artificial-intelligence-ml/context-memory-management.md) — Maintains session history and application state using local vector retrieval and event graphs for consistent LLM context. - [Graph-Based Context Retrieval](https://awesome-repositories.com/f/artificial-intelligence-ml/graph-based-context-retrieval.md) — A method of structuring source material as an event graph to ensure precise context retrieval during script adaptation. ([source](https://cdn.jsdelivr.net/gh/hbai-ltd/toonflow-app@master/README.md)) - [Hierarchical Agent Orchestration](https://awesome-repositories.com/f/artificial-intelligence-ml/hierarchical-agent-orchestration.md) — Implements a manager-worker delegation structure to decompose complex tasks across tiered agent hierarchies. - [Agent System Prompts](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/agent-capabilities-skills-tooling/agent-system-prompts.md) — Establishes behavioral constraints and roles for agents by externalizing system prompts into editable markdown files. - [Graph-Based Retrieval Augmentation](https://awesome-repositories.com/f/artificial-intelligence-ml/graph-based-retrieval-augmentation.md) — Implements an event graph to augment language model responses with precise narrative context for script adaptation. - [Prompt Management](https://awesome-repositories.com/f/artificial-intelligence-ml/prompt-management.md) — Externalizes core prompts into markdown files for the organized storage and real-time tuning of agent behaviors. ([source](https://cdn.jsdelivr.net/gh/hbai-ltd/toonflow-app@master/README.md)) - [Prompt Management Systems](https://awesome-repositories.com/f/artificial-intelligence-ml/prompt-management-systems.md) — Provides a system for versioning and deploying agent behaviors via external markdown files for real-time updates. ### Graphics & Multimedia - [Short-Form Comic Production](https://awesome-repositories.com/f/graphics-multimedia/educational-comic-generators/short-form-comic-production.md) — Orchestrates the full creative pipeline from screenwriting and storyboarding to video generation for short comic content. - [Comic Video Pipelines](https://awesome-repositories.com/f/graphics-multimedia/educational-comic-generators/comic-video-pipelines.md) — Coordinates a full production loop from screenwriting and storyboarding to the final generation of short-form comic videos. ([source](https://cdn.jsdelivr.net/gh/hbai-ltd/toonflow-app@master/README.md)) - [Non-Linear Creative Workflows](https://awesome-repositories.com/f/graphics-multimedia/non-linear-creative-workflows.md) — Uses an infinite canvas to organize scripts and assets for parallel production and easy backtracking. - [Infinite Canvas Editors](https://awesome-repositories.com/f/graphics-multimedia/whiteboarding/infinite-canvas-editors.md) — Provides an interactive infinite drawing surface for arranging scripts and assets to enable non-linear production backtracking. ([source](https://cdn.jsdelivr.net/gh/hbai-ltd/toonflow-app@master/README.md)) ### Business & Productivity Software - [Infinite Canvas Workspaces](https://awesome-repositories.com/f/business-productivity-software/task-workflow-automation/productivity-task-management/productivity-tools/infinite-canvas-workspaces.md) — Provides a boundless digital workspace for visually organizing production assets and scripts to support parallel workflows. ### Data & Databases - [Vector Memory Stores](https://awesome-repositories.com/f/data-databases/vector-memory-stores.md) — Implements a local retrieval system combining vector similarity and summaries to maintain consistent session context. ### Content Management & Publishing - [Prompt Externalization](https://awesome-repositories.com/f/content-management-publishing/content-management-systems/content-authoring-tools/markdown-based-content-authoring/markdown-based-content-authoring/prompt-externalization.md) — Allows real-time tuning of agent behaviors by externalizing system prompts into editable markdown files.