The celebrated analogy between the pressure-temperature phase diagram of a liquid-gas system and the field-temperature phase diagram of a ferromagnet has long been a cornerstone for understanding universality of phase transitions and critical phenomena. Here we extend this analogy to a highly frustrated antiferromagnet, the spiral Ising compound Nd3β’BWO9 with kagome layers. In its phase diagram, we identify a metamagnetic transition line with a critical endpoint (CEP) located at π0β’π»c β1.04ββT and πc β0.3ββK. Above the CEP, an Ising supercritical regime emerges with crossover lines that follow a universal scaling law, as evidenced by the specific heat, magnetic susceptibility, and magnetocaloric measurements. Remarkably, we observe critically enhanced magnetic cooling near the emergent CEP, characterized by a divergent magnetic GrΓΌneisen ratio Ξπ» β1/π‘π½+πΎβ1, with π½ +πΎ β1.563 the sum of critical exponents of the 3D Ising universality class and π‘ β‘(π βπc)/πc the reduced temperature. Adiabatic demagnetization from 2 K and 4 T reaches a minimum temperature of 195 mK, via a self-cascading process that combines supercritical and topological cooling. Our findings open a new avenue for studying supercritical phenomena and magnetic refrigeration with the frustrated rare-earth compounds RE3β’BWO9 and, more broadly, in Ising-anisotropic antiferromagnets such as spin ices.