Methods and systems for dynamically and collaboratively generating software documentation are described. In particular, methods and systems provide for in-context authoring, identification, and presentation of software documentation based on one or more determined contexts. For example, methods and systems enable a computing device to identify one or more current contexts for the device, and to provide documentation content based on the identified context.