svd-ai-lab.

gui

Cross-driver GUI actuation for CAE solvers running under sim-cli. Use to click buttons, fill fields, dismiss dialogs, and capture window screenshots against GUI-capable driver windows through `sim exec`.

sim-cli

Cross-solver operating discipline for sim-cli workflows — tool choice, input classification, acceptance semantics, and escalation rules that apply across solvers. Use alongside the solver's own plugin skill, which is self-contained for solver-specific work; this skill carries only the shared rules.

comsol-sim

Use when the user asks Codex, Claude Code, ChatGPT-style coding agents, or another AI agent to build, inspect, run, debug, or revise COMSOL Multiphysics / COMSOL Desktop models. Choose the simplest real COMSOL control path for the task: saved `.mph` inspection, local COMSOL documentation, direct COMSOL executables (`comsolbatch`, `comsolcompile`, `comsolmphserver`, `comsol.exe mphclient`), or the sim COMSOL runtime when structured live introspection, shared Desktop collaboration, checkpointing, or plugin diagnostics are useful. Do not use for generic COMSOL theory.