Supramolecular catalysis is a catalytic strategy that leverages non-covalent interactions (such as hydrogen bonding, van der Waals interactions, π-π stacking, electrostatic interactions, and hydrophobic/solvophobic coordination) to guide or accelerate chemical reactions. Unlike traditional catalysis, supramolecular catalysis emphasizes mechanisms such as host-guest recognition, substrate pre-positioning, and microenvironmental engineering (e.g., confinement within cavities, desolvation, and enhanced effective concentration). This allows for the achievement of reaction rate enhancement, selectivity enhancement, stereo/regiocontrol, and improved catalytic cycle efficiency under mild conditions.