Slang; cheap, broke.
The act of placing your hands in your pockets to grab money yet your hands never come out. Almost as if your hands are stuck inside your pockets - hence, taffy pockets.
Our whole family went out for dinner tonight to catch up on old times. Once the bill came uncle Mark came down with a case of taffy pockets. Grandma ended up paying the whole bill.