CMS (covariates for multi-phenotype studies) is an approach that improves univariate association test power when a large number of correlated variables have been measured on the same samples. It consists in selecting, for a given outcome-predictor pair, a set of available variables to be included in the model as covariate.
Some basic guidelines for using the script are provided in the wiki here.