I was helping my daughter out with her tribe and I made a stew to fill a villagers health bar, but it didn't. So I kept her eating until her bar was full. When it got full, 'this villager improved at construction' appeared in the bar at the bottom and it said she was a master builder. I don't think she was before she ate, but since it wasn't my tribe, I couldn't say for certain.