************ Introduction ************ The Single Column Model (SCM) testing and evaluation workflow is designed to streamline and accelerate model physics assessment. It provides an end-to-end framework, from building the SCM and running well-established SCM cases studies representing a range of physical phenomina to post-processing and visualization. The workflow currently supports the following cases: - MAGIC LEG15A and LEG12A: Marine stratocumulus cases - COMBLE: Cold air outbreak and arctic mixed-phase clouds - MPACE_REF: Arctic mixed-phase clouds - MOSAiC AMPS: Arctic mixed-phase clouds - MOSAiC SS: Stably stratified boundary layer - twpice: Marine deep convection The framework is also easily extensible to additional cases.