There really isn't a way around it, there ain't no such thing as a free lunch (a favorite Heinlien quote). The good news is you can use D cells and get really good results. You might think about duplicating R3/Q1... to see if the 7555 can drive two of them, for 6 LEDs, that is. Don't use more than 3V, you don't want those LEDs conducting without a limiting resistor on a power supply.
For what it's worth, you are working on something other people will eventually want to use.
For what it's worth, you are working on something other people will eventually want to use.