A method of generating specific software implementations of neuromodulation-therapy algorithms, the method comprising: receiving a first dataset corresponding to operational specifications for a plurality of neuromodulation-therapy implant devices, wherein the plurality of neuromodulation-therapy implant devices includes different types of neuromodulation-therapy implant devices; providing a neuromodulation-therapy design interface that includes, for each of at least some neuromodulation-therapy implant devices of the plurality of neuromodulation-therapy implant devices, a representation of the neuromodulation-therapy implant device; receiving, via the neuromodulation-therapy design interface, a selection of a representation of a particular neuromodulation-therapy implant device of the plurality of neuromodulation-therapy implant devices; retrieving data that corresponds to one or more hardware characteristics of the particular neuromodulation-therapy implant device; automatically determining, based on the data, one or more constraints for the particular neuromodulation-therapy implant device; updating the neuromodulation-therapy design interface to represent a listing of neuromodulation-therapy parameters, wherein the listing of neuromodulation-therapy parameters is constrained in accordance with the one or more constraints; receiving, via the neuromodulation-therapy design interface, a selection of a particular neuromodulation-therapy parameter from among the listing of neuromodulation-therapy parameters; generating one or more executable software code outputs corresponding to a specific implementation of a neuromodulation-therapy algorithm, the executable software code outputs being based on the particular neuromodulation-therapy parameter; and transmitting the one or more executable software code outputs to one or more computing devices compatible with the specific implementation of the neuromodulation-therapy algorithm. receiving a first dataset corresponding to operational specifications for a plurality of neuromodulation-therapy implant devices, wherein the plurality of neuromodulation-therapy implant devices includes different types of neuromodulation-therapy implant devices; providing a neuromodulation-therapy design interface that includes, for each of at least some neuromodulation-therapy implant devices of the plurality of neuromodulation-therapy implant devices, a representation of the neuromodulation-therapy implant device; receiving, via the neuromodulation-therapy design interface, a selection of a representation of a particular neuromodulation-therapy implant device of the plurality of neuromodulation-therapy implant devices; retrieving data that corresponds to one or more hardware characteristics of the particular neuromodulation-therapy implant device; automatically determining, based on the data, one or more constraints for the particular neuromodulation-therapy implant device; updating the neuromodulation-therapy design interface to represent a listing of neuromodulation-therapy parameters, wherein the listing of neuromodulation-therapy parameters is constrained in accordance with the one or more constraints; receiving, via the neuromodulation-therapy design interface, a selection of a particular neuromodulation-therapy parameter from among the listing of neuromodulation-therapy parameters; generating one or more executable software code outputs corresponding to a specific implementation of a neuromodulation-therapy algorithm, the executable software code outputs being based on the particular neuromodulation-therapy parameter; and transmitting the one or more executable software code outputs to one or more computing devices compatible with the specific implementation of the neuromodulation-therapy algorithm.