effect-uai model-escalation

Start cheap, escalate only when the model decides the question needs a stronger tier.

Reach for this when the user says any of:

• "Use a cheap model for easy questions and a strong model for hard ones"
• "Let the model decide when to escalate"
• "Route by question difficulty, not provider failure"

The control tool

Give the cheap tier an escalate tool descriptor: