"Clean the counter" hides three sub-skills: clearing objects without knowing in advance what they are, wiping a surface with a compliant tool under contact, and restoring the scene to a sensible layout. Lab datasets stage each in isolation; here contributors film the whole routine in good light, faces out of frame, with whatever clutter was on the counter. No action boundaries or segmentations are included; surfaces, cloths and clutter vary by home across a global base strongest in Southeast Asia, the United States and Europe. EPIC-KITCHENS is head-mounted and not licensed for commercial training; this is third-person phone video from real kitchens, licensed for commercial training.