Medication withdrawal for cluster headache typically involves gradually tapering or discontinuing prophylactic treatments such as verapamil, lithium, or corticosteroids to minimize rebound symptoms. The withdrawal process aims to modulate calcium channel blockade, neurotransmitter regulation, or inflammatory response pathways, depending on the specific medication, while carefully managing potential neurological and autonomic compensatory mechanisms that may trigger headache recurrence.