Most Helpful Guy
"Hitchhiker's Guide to the Galaxy" for humorous sci-fi. Hugh Howey's "Wool" for something far more serious.
Sorry, the list of "short" sci-fi novels is just that... short.
Most Helpful Girl
Ender's Game by Orson Scott Card.
But it's a rather long book.