First off, do what they call "The Big 3". Its pretty cheap, just need some scrap 4 gauge power wire, and some ring terminals.
Caps are band aids and wont help dimming, they recharge as quick as they discharge, thus still draining your battery.
A small 2nd battery will also help, Like a small SVR, is only about $100.