jq is a tool that can query (search/extract/format) JSON (JavaScript readable data files).
I figured from the README that TUI probably stands for Text User Interface as it seems to support keystrokes in a way that an editor like Vi or Emacs work in a terminal (yeah I hadn't of it either, but I guess it is a retro acronym from GUI which is more well known)