by highly skewed, I mean the variables are not normally distributed (Gaussian distribution). For example, variables are distributed according to power law y=kxa (NOTE: a is superscript of x, both k and a are constants).

I read some statistics, saying that correlation analysis must be done with variables that follow normal distributions. What if two highly skewed variables are indeed correlated each other? I need some related literature about the issue. thanks.