This technical report describes the architecture and functionality of RunClass, a numerical engine developed to simulate cosmological background evolution. The system is optimized for Dynamical Dark Sector models, integrating dual-scalar-fields (Fuzzy Dark Matter and Quintessence) to address the H 0 and S 8 tensions within the ΛCDM framework.