Hi! Would you like to help with PeARS? That's great! Here are a few pointers to get you started.
First, the best way to get acquainted with the current state of the project is to install the development version. Please follow the instructions here to set things up -- and do let us know is anything isn't working for you. In case you'd like to read up on the technical background for PeARS, we have provided a few useful links here.
Next, check out the current issues in the PeARS and browsing-history-analyser repos. You may find something you might like to contribute to. Things are changing quite rapidly, so it is always best to drop us a short line saying you'd like to take on the issue before you actually make a start. We may have more up-to-date info than what is on GitHub!
And of course, if you have other ideas, comments, problems, don't hesitate to contact us, either on IRC or on our discussion board (see below for details).
Thanks for helping!!