AnyMOD.jl is a Julia framework for creating large-scale energy system models. It applies a novel graph-based approach that was developed to address the challenges in modeling high levels of intermittent generation and sectoral integration. To enable modelers to work more efficiently, the framework provides features that help to visualize results, streamline the read-in of input data, and rescale optimization problems to increase solver performance.