nx_critic_kernel.nx

nx_critic_kernel.nx -- the SOVEREIGN, DOMAIN-AGNOSTIC, self-growing CRITIC KERNEL (operator 2026-07-04: "the critic needs to intelligently grow with your tutoring so this whole thing becomes state of the art not just for [photoreal] but audio and industrial design and all kinds of projects"). ONE kernel; every domain plugs in AXES; every axis is held under the epistemic Nishi Critic ([[nx_critic]]) and -- crucially -- CANNOT be trusted (LAW) until it SURVIVES A RED-TEAM: the tutor supplies a GOOD sample AND an ADVERSARY the axis must reject. The kernel RUNS the red-team and only marks the axis red-teamed if it DISCRIMINATES; a gameable axis (adversary not rejected) is caught and queued for the tutor -- so the critic grows intelligently, never self-flatters, and generalizes to visuals + audio + design + anything. PROOF: 3 real domains (VISUAL structure / AUDIO periodicity / DESIGN symmetry), each with a real measurement + a real adversary, all graded by the SAME kernel; PLUS one deliberately WEAK axis (design "detail=variance", which noise games) that the kernel CATCHES and refuses to bless. license_tier: ORIGINAL expect_exit: 0