Crayotter: Traceable Multi-Agent Workflows for Long-Form Video Editing
Crayotter is an open-source multi-agent system designed for prompt-driven long-form video editing, where all intermediate artifacts are made inspectable and resumable. In a 23-theme evaluation, it achieved the highest human overall score (3.40/5) among compared systems, with notable strengths in theme alignment, narrative coherence, and editing smoothness.
Why it matters: Crayotter demonstrates that long-horizon video editing agents can be made traceable and controllable through observable production artifacts, addressing a key challenge in multi-agent workflows.
Full story at: arXiv Multiagent Systems ↗