AniME: Adaptive Multi-Agent Planning for Long Animation Generation
Abstract
AniME is a director-oriented multi-agent system that automates long-form anime production through coordinated specialized agents and adaptive control condition selection.
We present AniME, a director-oriented multi-agent system for automated long-form anime production, covering the full workflow from a story to the final video. The director agent keeps a global memory for the whole workflow, and coordinates several downstream specialized agents. By integrating customized Model Context Protocol (MCP) with downstream model instruction, the specialized agent adaptively selects control conditions for diverse sub-tasks. AniME produces cinematic animation with consistent characters and synchronized audio visual elements, offering a scalable solution for AI-driven anime creation.
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