You have to keep the room clean.

Literal

Room [object-を] clean [make-にして] [in advance-ておか] must.

Stacks ~にする (make into a state), ~ておく (maintain/prepare), and ~なければいけません (must) — three patterns working together to express an ongoing obligation to maintain cleanliness.