Reflect and learn

or type /reflect-and-learn in Open WebUI

Reflect: what are the lessons we learnt in this session? Based on these lessons, how can we enhance ./AGENTS.md for future reference?

Propose diff for my approval.

NOTE: you should enhance existing AGENTS.md content by integrating our new insights, NOT start a new section called lesson learnt today ( no one cares tomorrow if we learnt it today or yesterday)