Four-photo pipeline diagnostic

Branch-only instrumentation. Runs the real scan pipeline once and exposes every observation, reconciliation, score, rank and oil decision it produced. Nothing is saved and no email is sent.

Front face

front_face

Side profile

side_profile

Eye close-up

eye_close_up

Tongue

tongue

Probe bench

Paste a probe prompt and send it, unchanged, to one photo for N sequential fresh model calls. Raw replies are kept verbatim. Nothing is scored, saved or emailed.

Probe photo

front_face