Curious about doing a voluntary repo?

I am considering doing a voluntary repo on my car. The only thing stopping me from doing it, is that I have a co-signer and I will not do it if it will end up affecting my credit. Will it damage the co-signers credit? Is there any way to prevent it? Thank you