Today in agentic systems we focus on skills and up.

That is, what can the system do, and how can we expand that capability set?

But we don't focus on human experience down.

What is the goal the human is trying to achieve, and how can we help with it?

Skills up creates a frenetic, anxiety-producing experience.

A human-experience down approach would focus on producing calmness.