VideoWeaver: Evaluating and Evolving Skills for Agentic Long Video Generation
VideoWeaver is an agent harness and benchmark designed to test and improve skills for creating long videos. It allows agents to build complex video workflows by composing foundation skills themselves, instead of following fixed instructions. The method uses an 'agent-as-judge' to diagnose failures during generation and an evolution algorithm that refines these composed skills through feedback.