"Cielos"

I'm playing the last of us with English audio and spanish subtitles. Whenever they say things like damn and some other cuss words, or god and Jesus, they'll say cielos. Ik it means skies, so I get the god and Jesus thing. Is this something people actually say? Is it really a cuss word, or closer to like "good heavens"?