Hands & fingering

Most scores you find have no fingering, and the ones that do disagree with each other. The assistant fills that in once, writes it back into the score file, and every surface reads the same answer.

What it does

• The hand comes from the staff — the model only fills in fingering
• If the model disagrees with the staff, that fingering is dropped and counted
• Marks live in the score file itself, so nothing drifts between platforms
• Runs in the backend, so the client does not need a GPU