Autophagic mechanisms that maintain nuclear envelope homoeostasis are bulwarks to ageing and disease. Here we define a quantitative and ultrastructural timeline of nuclear macroautophagy (nucleophagy) in yeast by leveraging four-dimensional lattice light sheet microscopy and correlative light and electron tomography. Nucleophagy begins with a rapid accumulation of the selective autophagy receptor Atg39 at the nuclear envelope and finishes in ~300 s with Atg39-cargo delivery to the vacuole. Although there are several routes to the vacuole, at least one pathway incorporates two consecutive membrane fission steps: inner nuclear membrane (INM) fission to generate an INM-derived vesicle in the perinuclear space and outer nuclear membrane fission to liberate a double-membraned vesicle to the cytosol. Outer nuclear membrane fission occurs independently of phagophore engagement and instead relies surprisingly on dynamin-like protein 1 (Dnm1), which is recruited to sites of Atg39 accumulation by Atg11. Loss of Dnm1 compromises nucleophagic flux by stalling nucleophagy after INM fission. Our findings reveal how nuclear and INM cargo are removed from an intact nucleus without compromising its integrity, achieved in part by a non-canonical role for Dnm1 in nuclear envelope remodelling.