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Aligns scorer base interface with async scorer implementations.
Fixes classifier/scorer typing and parsing edge cases in detection, fuzz, intruder, sample, and example embedding flows.
Adds focused scorer tests for interface typing, intruder/example embedding behavior, and sample highlighting.