What tools do you use to create/test features?

We are going through a lot of R scripts to create features before we classify them and it is as anyone with data science experience knows, it is a time-consuming exercise. We work with tabulated data and usually create futures around counts of events, dates, hours, ranks, etc. I am wondering what tools, scripts, libraries do you use to go through this process?