Scheduled tuneups are the only thing I can recommend to you. It is obvious that there is little to no maintenence done to your car, so I would start there. The money it takes to do a mild tune-up will be easily recovered by the money you save on gas.

And oil is supposed to be dark black when you change it. If it wasn't, I would be very worried.