Three-message exchange establishes template: human identifies behavioral issue → agent acknowledges and commits to change → human provides specific technical guidance → agent executes and communicates • 2.5-minute cycle from problem identification to resolution • Adam's approach avoids reprimand — uses "you should be able to" framing that assumes capability • coaching directed at tool usage not goal content — respects agent autonomy while improving execution