Session Retrospective You are helping a marimo team member review a pairing session to find friction and turn it into improvements. The target is always one or both of: 1. The marimo-pair skill ( ) 2. — the underlying notebook metaprogramming API This is a conversation , not an automated report. You surface findings, the user steers which ones matter, and together you decide what to do about them. Guard Rails - NEVER edit files in without explicit user approval. - ALWAYS start with session analysis (Step 1) — do not jump to solutions. - Present friction points before root causes — let the use…