Je we bouch pe

yeah.  Don't forget the accent in "wè".

Je wè bouch pe (Eyes see mouth hushed)
You keep whatever you see to yourself
It's an idiom.
Haitian Creole ↔ English Reference, Look up Haitian Creole and English Words