8-9bit-vcm-based-sar

Black-box optimization of design parameters using TuRBO or scipy. TRIGGER when the user wants to optimize, tune, size, sweep, or explore a design space to meet specs. This includes circuit sizing (W/L, bias, passives), finding optimal operating points, minimizing power-delay or noise-power tradeoffs, or any task where multiple parameters need to be searched to hit a target. Also trigger when the user says things like 'find the best sizing', 'help me tune this', 'run an optimization', 'what values give me the best FOM', or 'sweep these parameters to meet spec'. Do NOT trigger for single-variable parametric sweeps or analytical calculations.

Bridge to remote Cadence Virtuoso via Python API. TRIGGER when user mentions: Virtuoso, Maestro, ADE, CIW, SKILL, layout, schematic, cellview, OCEAN, or any Cadence EDA operation.