I gave Claude a two-way loop: it briefs me every morning, and everything I do gets written back so tomorrow’s brief is smarter

https://reddit.com/link/1v4l6ft/video/c0rzigl6o0fh1/player

Most AI assistant setups are one-way. The model talks, you read, done. I wanted the reverse, my actions feeding back in.

My AI writes a plain text brief every morning: todos, calendar, what matters. It lives behind my MacBook notch, on top of whatever I'm working on. Hover and the day folds out; move away and it's gone. No window to find, no app to switch to.

The interesting bit is the write-back. Check off a todo, reprioritize it, clear a topic, set a reminder, and it all gets written to a file the AI reads next run. Cleared topics stop appearing. Priorities lead. And because it's always one hover away, the loop actually gets fed.

Works with any model: anything that can write a file can power it.