The most pressing challenges for light-driven hydrogel actuators include reliance on UV light, slowresponse,poor mechanical properties,a nd limited functionalities.N ow, as upramolecular design strategy is used to address these issues.K ey is the use of ab enzylimine-functionalized anthracene group,w hich red-shifts the absorption into the visible region and also stabilizes the supramolecular network through p-p interactions.Acid-ether hydrogen bonds are incorporated for energy dissipation under mechanical deformation and maintaining hydrophilicity of the network. This double-crosslinked supramolecular hydrogel developed via as imple synthesis exhibits au nique combination of high strength, rapid self-healing,and fast visible-light-driven shape morphing both in the wet and dry state.Asall of the interactions are dynamic, the design enables the structures to be recycled and reprogrammed into different 3D objects.Supportinginformation and the ORCID identification number(s) for the author(s) of this article can be found under: https://doi.