When do we need to log transform predictors for logistic regression model?

Question

I am interested in knowing when we should log-transform the predictors for the logistic regression model? My predictors are highly skewed but I read about some materials online that we don't need to transform highly skewed predictors as long as their residual/error terms aren't. Can someone pls confirm?