Think of something leaving the ground and not stopping where you expected. A price climbs, and climbs, until you look up and it is all the way at the sky. That is the whole picture, and the word simply puts sky and high together to give it to you. It works for anything a person can measure with their feelings: rent, ticket prices, confidence, hopes, sometimes the height of a pair of heels. And when the expression blow something sky-high is used, the same upward picture is taken literally - the thing does not merely break, it goes up.
From the word’s history
Wiktionary records the word as simply sky + high, which is exactly the picture the modern uses still rest on.
維基詞典把這個字記成 sky + high 的組合,也就是「高到天空那麼高」。今天不管是講價錢還是講信心,靠的都還是同一個畫面。
Wiktionary entry for sky-high (etymology_text: From sky + high), supplied in this evidence packet