Honestly, I'd check your factory wiring at the battery. Make sure everything is clean and tight. That car should be able to handle 4x what you have in it bone stock. In my '02 I ran >3000RMS (legitimately) with the factory charging system. A cap will only be a temporary band-aid if there is a shortage of current. If there is a shortage of current, how can adding an additional component (which draws current) allow you to have more current? Magic Pixie dust? Marketing? Get your alternator current tested.
BTW, a better ground COULD be in order. The bots that hold in the seats or the seatbelts are good grounds. Make sure you sand/file away any paint that may be between the ground lug and the body/chassis of the car. Hell, I ran the ground in my current car all the way back to the battery. There was less resistance doing it that way = better ground.