/ack on in chat (the default once a key exists, unless you turned it off).
What it does
Every message is triaged on a cheap model:- Trivia / one-liner → direct
⚡answer. No full harness turn. The main assistant will not remember that exchange. - Real work → instant one-line ack, then the full session.
- Doubt, attachments, or failure → full session. Failures are silent (you just get the normal path).
/ack off disables it. It also snaps /effort auto back to the last pinned level.
Judge
A second cheap hop can confirm a borderline triage. Default judge:anthropic/claude-haiku-4.5.
Context
WithTELEKIT_ACK_CONTEXT=1 (default), a short briefing of recent turns rides along. The judge does not get the persona body.
Ack is plan-gated when turning on. /ack off always works.