Hybrid mode: fixed structure with living entropy. The loop logic follows your memory/echo threshold idea, and the visual field follows your painting cycles into dots, spirals, waveform pulse, doorway, and becoming.
This build is seeded from your node tables, including dimensions, parent/child structure, cluster role, and resonance values. The dimension rings come from the dimensional files; the loop and echo logic comes from the maps.
Nodes orbit by dimension, attract by lineage, mutate by entropy, and leave soft trail-writing when memory loops recur. This keeps the core repeatable while the field still breathes.