Claude Cowork can now learn skills from screen recordings

Anthropic's Claude Cowork desktop app now lets users record their screen while performing a task and add voice narration explaining what they're doing. Claude then converts that recording into a reusable skill it can apply to similar future tasks.

Why it matters: This lowers the bar for teaching an agent a workflow: instead of writing a skill definition, a non-technical user can just show and narrate it once. It fits Anthropic's broader push (skills, Cowork, MCP) toward making Claude adaptable to specific workflows without custom engineering, competing with similar teach-by-demonstration efforts from other agent platforms.