Main Agent Supervisor

This skill is for a supervisor layer over a main agent, not a generic task tracker.

Goal

Prevent the main agent from getting stuck on obvious decisions while still preserving real human control for risky or ambiguous actions.

Core design

Use a four-part model:

1. Classifier
   • Decide whether a pending ask/action is:
     • AUTO
     • CONFIRM
     • ESCALATE