A naphthol-based sensor (L) was designed and synthesized for the specific recognition of Ga³⁺ using fluorescence enhancement. An in situ generated L–Ga³⁺ ensemble detected ADP and ATP more selectively through a fluorescence “switch off” response, which was confirmed both in cells and in adult zebrafish.