spot the line · tune it · save it for customers · test the freedom settings
FACE ROSTER
STATE
SIZE — artifacts hide at scale; check every size a customer sees
Pick a face from the roster.
ZONE TUNER — hybrid faces (fix the line, then EXPORT)
Draft lives in this browser. EXPORT downloads face-tuning.json —
drop it at public/alive-site/face-tuning.json (or hand it to the operator session)
and every business widget wears the fix on next load.
🎙 VOICE COPILOT — say it, watch it change
offline
Speak in your own words — “mouth down a touch”, “there’s a line
over the eyes”, “show it at widget size”. The copilot drives this bench live; anything deeper
it files below for the coding agent.
CHANGE REQUESTS — the coding agent’s inbox
none yet
FREESTYLE TESTER — the model's freedom settings
KILL-SWITCH
QUICK EXPRESSIONS (fired exactly like the model's tool call)
RAW express_self ARGS (JSON)
freestyle results land here — status, applied, skipped, whisper.