AtlasSketch deterministic artifact / variant 6

Calibration Panel Study / Interface Panel v06

interfacecalibrationcompressioninspection

Control Surface Recipe

Generate a high-density compression dashboard with measured overflow, ledger rows, and disciplined red warning states.

interface-panel / seed-compression-rite calibration railledger rowsregistration dot