calibrate-room

name	calibrate-room
description	Run the ADR-151 per-room calibration pipeline — baseline → enroll → extract → train → a bank of small specialists (presence/posture/breathing/heartbeat/restlessness/anomaly).

calibrate-room

Turn a provisioned node + sensing-server into a working room model. Pure-Rust, edge-deployable (ADR-151). Use the ruview.calibrate tool (installed wifi-densepose binary, else cargo run -p wifi-densepose-cli).

Sequence

1. baseline — capture the empty room (Welford amplitude + von Mises phase). Leave the room empty. ruview.calibrate {step: "baseline"}
2. enroll — record the occupant(s) doing the target activities. ruview.calibrate {step: "enroll"}
3. train-room — train the bank of small specialists from baseline + enrollment. ruview.calibrate {step: "train-room"}
4. room-watch — live presence/posture/breathing from the trained room. ruview.calibrate {step: "room-watch"} (or the room-watch skill)

Honesty

The specialists are calibrated to this room; cross-room transfer is a separate problem (LoRA recalibration, ADR-079 P9). Report which room a number came from, and tag presence/vitals accuracy MEASURED only with a held-out check — run ruview.claim_check on the writeup.