An apparatus, system, and method are disclosed for proxy coupling management. A proxy template module transparently offloads a task from a native data processing system to an equivalent task on a remote data processing system. A proxy generation module fills in the proxy template with information, such as specification of an offload task that is a remote equivalent of the native task, to generate a proxy of the native task. An offload agent module receives a request from the proxy to perform the offload task on the remote data processing system.