Using runes, taking pills, using stuff is exact same thing as wishing to grow muscle without going to the gym and doing the actual effort.
If you want to master dreams your best bet would be studying and practicing.
Also improving your concentration (void meditation, meditation on flame) and anything helping improving memory would lead eventually to more lucid dreams, but this is a thing that needs mastering and you're mastering it trough practicing the dreams exercises.