50 Embodiments, 497 Episodes, One Indexed Dataset: Curating the LeRobot Community Dataset with FiftyOne

A single prompt to an AI agent running FiftyOne Skills pulled 10 episodes from every robot embodiment in the LeRobot community dataset, computed video embeddings with Qwen3-VL, and built a queryable s