I get a fair amount of that kind of work too, on bass. Mostly jazz, where the repertoire of "standards" is finite. I also go to fiddle jams, where the fiddlers themselves often have no idea what the harmony should be, or how to express that information.
Of course a trick that a layperson might not notice, is that the notes are nowhere close to random.
But I love the challenge of that kind of work if it's with good players.