Definition
"Flat Stick" is common golf slang for a putter (type of golf club). Since a putter has a relatively flat face (usually around 4 degrees of loft), we call it a "flat stick" since other clubs have significantly more loft than this.
Usage
Hey, let me see that flat stick you got there, I want to try it out on the greens today.