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083a5eec6a
build_codebook_v4.py — builds SpectralCodebookV4 from the hierarchical reverse-synthid-dataset (model × color × resolution). dissolve_batch.py — runs all bypass presets (gentle … nuke) over an input directory. Supports Round-06 'final' and 'nuke' strengths. calibrate_from_feedback.py — updates carrier_weights from detection feedback, closing the human-in-the-loop calibration loop. Made-with: Cursor