nx_limb_count.nx

nx_limb_count.nx -- Tier 6 anatomical limb-count detector. CAPABILITY_COMPLETENESS: FULL User feedback 2026-05-16 (image #3 thread): "there is no visible nudity as her aerolas and vagina aqre covered but its a weird melty body" -- and earlier: "her pose was odd with her touching a wall." Generative AI produces the "three hands" failure with alarming frequency: a body silhouette with more limbs than anatomy allows. nx_finger_count counts FINGERS within a hand mask. This primitive counts LIMBS attached to a torso. Anatomical norm: 4 (2 arms + 2 legs). Verdict by deviation. Method: Input: torso bbox + N candidate-limb records, each with: - end_x, end_y (the limb's root point -- the end closest to torso, e.g. shoulder for arm, hip for leg) - role hint: ARM / LEG / UNKNOWN (caller-tagged) - bbox For each candidate, check if end-point is INSIDE the torso bbox (with optional padding tolerance). Limbs that attach to torso count. Limbs that DON'T attach are EXTRA / FLOATING. verdict by total-attached: 4 -> OK 5+ -> EXTRA (the "three hands" failure) 3 -> MISSING (occlusion or actual missing limb) 0-2 -> FUSED / SEVERE_OCCLUSION Plus separately track FLOATING limbs (candidates whose root doesn't attach to torso): a single floating limb is the canonical "extra arm floating in space" failure. genealogy_id: substrate_anatomical_limb_count_2026_05_16 lineage_id: tier_6_anatomy_coherence_v1