Disclaimer: I haven't tested this
To get a task, you need the tasklist ID and the task ID GET https://www.googleapis.com/tasks/v1/lists/tasklist/tasks/task
So if you list all of the tasklists, then try to get the task id from each in turn, I think that's your quickest method.