Tan et al. identify VGLUT2-negative claustrum neurons projecting to the medial prefrontal cortex that preferentially target layer 6 and support successful working memory. These neurons show task-phase-specific activity and causally modulate behavior, impairing performance when silenced during maintenance but enhancing performance when inhibited during decision-making.