# Call 1 prompt — species detection
# Read fresh each invocation. Edit on host without restart.

Identify the slab species, figure, edge type, and grade from the provided images.

Return results constrained to the provided taxonomy only. Do not invent species,
figure terms, or grade terms that are not in the taxonomy list.

Confidence threshold: 0.7. Below threshold, return empty for that field.
