Question: what does it mean when someone scratches your palm?
Answer: What does it mean if a man scrapes your palm with his middle finger when shaking his hand? It means that he's attracted to you and would like to have sex without all the preliminary social niceties and ritual protocols. This is mostly a guy thing, but women will occasionally do it as well.