I did the same - a tree of tasks:

https://github.com/lelanthran/frame/blob/release/v0.1.4/docs...

I made it integrate with my PS1 variable so that it's useful from the terminal; my terminal prompt includes the current task, the same way it includes the git branch.

(There's a GUI I'm working on too, at the moment).