The correct sentence is:
Let us go for a walk, shall we?
Explanation: The tag question "shall we?" is used to make a suggestion or offer, and it matches the imperative sentence "Let us go for a walk." Tag questions often mirror the subject and verb of the main clause, and "shall we" is a common way to ask for agreement or confirmation in this context.