Dietary modifications for Cluster Headache primarily involve identifying and eliminating potential trigger foods, such as alcohol, caffeine, and foods containing nitrates or MSG, which can provoke neurogenic inflammation and vasodilation. The approach aims to reduce neurological excitability and modulate neurotransmitter activity, potentially decreasing the frequency and intensity of cluster headache episodes by minimizing inflammatory responses and neural sensitization.