Yes, you need to reconnect them. Connect the red wire with the yellow, and the yellow with the red. It's as easy as that.

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If you have a 5 cylinder, you don't need a stereo.

1999 Audi A6 quattro
1990 Volkswagen Golf CL Syncro
1987 Audi Coupe quattro