nx_mediajudge_lib.nx

nx_mediajudge_lib.nx -- aesthetictwin AT36 (2026-09-17): SUBMITTED MEDIA THROUGH THE BEAUTY RULERS WITH A REPORT THE OPERATOR CAN CHECK. Operator: "submit media to be stored in the vault and reaccessible to go through the beauty evaluator and have output so i can confirm and triangulate the correct analysis is happening ... and not just photos but gif and video". One library, every leg an incumbent: the bytes-to-RGB chokepoint decodes the still (JPEG, PNG, GIF first frame, WebP lossless, BMP, TIFF, TGA, PCX, ICO, PNM), the APNG decoder yields frames, the photo ruler (nx_photomark_lib) places the face, canthi and mouth and derives the card axes, the skin ruler (nx_skinsample_lib) reads tone, the symmetry judge (nx_image_symmetry_lib) scores bilateral symmetry on the ORIGINAL pixels, the estate's PNG writer draws the OVERLAY of what the rulers saw (face box, eye bands, canthus crosses, mouth box, stomion row), and the referee (pm_referee_sum) scores the placement against an outside oracle row when one exists. The output is DATA: a judge file (pipe rows), a manifest in nx_asset_page's row shape, and the same rows keyed by slug as a plane staging file (<slug>.plane.tsv) for nx_store_seed, so nx_asset_page emit publishes the original beside the overlay and the numbers from the asset plane. Consumers: nx_mediajudge (CLI), nx_mediajudge_gate (planted controls). Video (MP4/H.264, VP8) is the next rung: the decoders exist (nx_mp4_demux, nx_h264_decode_frame, nx_vp8_kf) and this library's frame path takes their frames as data. license_tier: ORIGINAL No hw writes (Rule 26).