A seat pack for your stuff.

I also like carrying a patch kit and a CO2 inflation system (a nice complement to a pump). I have yet to use any of this gear on my own bike ... knock on wood... but I have helped out other people on several occasions. Bike shops typically offer lessons on how to change a tube.