I had exactly the same reaction to the overview. Their introduction has a surprisingly of business-speak for a FOSS project: "Taskwarrior is an ambitious project bringing sophisticated capabilities to a simple and elegant productivity tool." It's a command-line todo list.

Despite the confusing overview, it looks highly polished and to be under active development. I wonder how well the device syncing works.