nx_teacher_learn.nx

nx_teacher_learn.nx -- closes the AUTONOMOUS-LEARNING loop: the team captures the lessons from its OWN work session directly into the unified native capability store (no TSV), where they become immediately consumable (recall) / schedulable (trainer) / masterable (mastery). This is the teacher's "grow from caught-mistake signals" principle, run for real on THIS session's verified events. Every lesson below is from a REAL, verified event this session (Rule 4 -- not fabricated): the duplicate Nishi Publisher caught by import resolution; the nx_wiki_devlog prose false-positive; the nxasm ctx-x- output-path bug measured against a manual rc=0 build; the coordinate-through-store decoupling; the runtime/ vs _hdl_build/ import path. Idempotent (dedup by rule). license_tier: ORIGINAL