Chiral fluorescent composite films of gold nanoclusters (AuNCs) and photonic cellulose nanocrystals (CNCs) demonstrate modulated fluorescence emission due to the stopband- and band edge-photoemission coupling effect between the photonic CNCs and fluorescent AuNCs, showing promising potentials as fluorescent nanosensors, optical switches and optical memory devices.