标签：video-search

A zero-embedding approach to video intelligence, using Jev: contact sheets + typed decisions, as MCP tools and a skill for any coding agent.

Semantic video scene search: embeddings retrieve, Jev decides. Measured on MSR-VTT — +9 pts R@1, and it can say 'nothing here matches'.