LibGeoDecomp is an auto-parallelizing library for computer simulations. It supports various paradigms (from stencil codes to unstructured grids and short-ranged n-body codes) and architectures (multi-cores, GPUs, and pretty much any supercomputer). It is built from C++ class templates.