For the analysis of data from the HERMES Recoil Detector a modular ROOT based analysis framework has been developed. Originally only intended for the commissioning phase of the detector, it has evolved to a framework that allows a full featured HERMES analysis. The basic concepts as well as a few selected features will be presented.