A newly designed and synthesized probe showed good cell permeability, low cytotoxicity, fast fluorogenic recognition, and “naked-eye” detection of a lethal health hazard, hydrazine, even at concentrations significantly below the TLV levels present in living cells, drinking water and industrial effluent.