system-modeler-ai-toolkit

Add Wolfram System Modeler control-panel (Explore) annotations (__Wolfram(ControlPanels(Panel(...)))) to a .mo model so it opens with interactive sliders, checkboxes, input fields and popup menus in Simulation Center's Explore view. Use this skill whenever the user wants to add a control panel or Explore panel, make a model interactive, expose parameters as sliders/controls, or let someone tune parameters and re-simulate from the GUI. Triggers on phrases like 'add a control panel', 'add an explore panel', 'make interactive sliders', 'expose these parameters as controls', 'let me tune parameters in Simulation Center', 'add controls to this model'.

Add Wolfram System Modeler 3D-animation annotations (__Wolfram(Animation(cameras, windows))) to a MultiBody .mo model — stored cameras (fixed or following an object), trace paths, auto-play/repeat, time scale, ground grid and force-vector scaling — so the model opens with a ready-made animation in Simulation Center. Use this skill whenever the user wants to add or store an animation, camera, camera follow mode, trace path, or animation window settings in a model, attach a CAD shape, or make a MultiBody animation presentation-ready. Triggers on phrases like 'add a camera to the model', 'store the animation', 'follow the body with the camera', 'add a trace path', 'top/side/front view', 'animate this multibody model', 'attach a CAD file', 'the animation opens empty'.

Add Modelica graphical annotations (Icon + Diagram) to a text-only .mo model so it renders as a clean, laid-out schematic in Wolfram System Modeler. Use this skill whenever a model has no icons or diagram, or the user asks to add graphics, draw icons, lay out the diagram, place components, or make a model look right when opened in System Modeler. Triggers on phrases like 'add an icon to this model', 'lay out the diagram', 'the model has no graphics', 'make this render in System Modeler', 'add Placement/Line annotations', 'give these components icons', 'create a schematic'.

Add standardized Modelica result-plot annotations (Documentation(figures={Figure/Plot/Curve/Axis})) to a .mo model so simulation plots are stored in the model itself and reopen in Wolfram System Modeler. Use this skill whenever the user wants to store, embed, or save result plots in a model, define which variables to plot, or add a figures annotation. Triggers on phrases like 'store the plots in the model', 'embed result plots', 'save these curves into the .mo', 'add a figures annotation', 'which variables should be plotted by default'.

Create Modelica models using the Hydraulic library with knowledge-graph-guided component selection and wiring. Use this skill whenever the user asks to create, build, design, or generate a hydraulic circuit or Modelica model using the Hydraulic library. Triggers on phrases like 'create a hydraulic model', 'build a circuit with a pump and cylinder', 'design a meter-in circuit', 'make a model with a directional valve', 'generate a hydraulic system', or any request to assemble Hydraulic library components into a working model. For the overall structure of a large model or library, consult modelica-model-architecture first.

Diagnose Modelica models (.mo files) by generating a detailed structural and simulation report. Use this skill whenever the user asks to diagnose, analyze, profile, or debug a Modelica model's structure, equations, variables, or performance. Triggers on phrases like 'diagnose this model', 'analyze the model structure', 'show me the equation blocks', 'how many states does this model have', 'why is this model slow', 'debug this model', 'model report', or any request to understand the internals of a Modelica model.

Architecture and structuring guidance for Wolfram System Modeler / Modelica (.mo) models and libraries. Use this skill BEFORE writing equations whenever creating, implementing, structuring, or refactoring a model or library, to decide component decomposition, connectors, component reuse, file/folder layout, units, and naming. Triggers on phrases like 'create/build a Modelica model', 'implement this model/paper in Modelica', 'make a WSM model', 'write a Modelica library', 'structure/architect this model', 'single .mo file vs directory', 'split this into components', 'refactor this model/library', or any decomposition / connector / component-reuse / file-layout decision. Whenever you are about to write a multi-class library, consult this skill first to choose directory-form (one class per file) storage rather than a single monolithic .mo. Complements the validate/simulate/diagnose/annotate Modelica skills; for assembling a specific component library (e.g. create-hydraulic-model) defer to that domain skill.

Search the bundled Modelica and Wolfram System Modeler documentation for authoritative answers, then cite the source. Use this skill whenever the user asks a how-to, what-is, or why question about the Modelica language (syntax, semantics, equations, when/if, arrays, connectors, annotations, the language specification), about Wolfram System Modeler (the tool: building/simulating models, the GUI, tutorials, release/what's-new notes), OR about the Modelica Standard Library (which MSL component/block to use, its exact parameter names and defaults, example models). Triggers on phrases like 'how do I write a when statement', 'what does the Modelica spec say about ...', 'how do I simulate this in System Modeler', 'is this valid Modelica', 'which MSL block does ...', 'what are the parameters of Modelica.X.Y', 'find an example model that ...', 'look it up in the docs'. Also use it while WRITING a model that uses MSL components, to ground parameter names and wiring instead of recalling them. Prefer this over answering

Simulate a Modelica model and plot the results — reads the simulated .mat with DyMat and plots chosen variables over time. Use this skill whenever the user asks to simulate and plot a model, plot simulation results, plot or graph specific variables over time, or visualize a model's time-domain behavior. Triggers on phrases like 'simulate and plot', 'plot the results', 'plot these variables', 'graph the output', 'show me the trajectories', or any request to visualize simulation output. Prefer this over simulate-modelica whenever the request involves plotting or visualizing results. For analysis beyond plotting — checking limits/requirements, violations, parameter sweeps, Monte Carlo, calibration — prefer the wolfram-language-modelica skill when Wolfram Language is available; use this skill's Python path when it is not.

Simulate Modelica models (.mo files) with WSMKernelX — compiles to C++, builds, and runs the simulation (no plotting; if the user also wants the results plotted, use simulate-and-plot-modelica). Use this skill whenever the user asks to simulate a Modelica model, run a simulation, get simulation results, or wants to see time-domain behavior. Triggers on phrases like 'simulate this model', 'run the simulation', 'get simulation results', or any mention of simulating (without plotting) Modelica code. If the request also involves analysis of the results — checking limits/requirements, violations, parameter sweeps, Monte Carlo, calibration — prefer the wolfram-language-modelica skill when Wolfram Language is available; simulate here and analyze with ad-hoc scripts only when it is not.

Validate Modelica models (.mo files) by flattening them with WSMKernelX. Use this skill whenever the user asks to validate, check, test, or verify a Modelica model, or when you've just created or edited a .mo file and want to confirm it compiles. Triggers on phrases like 'validate this model', 'check my .mo file', 'does this Modelica model compile', 'flatten the model', or any mention of checking Modelica code with WSMKernelX.

Simulate and analyze Modelica models from within Wolfram Language / a notebook (WSM SystemModel* functions, WSMRealTimeSimulate) — extract numerical results and make custom plots. Use this skill whenever the user wants to work with a Modelica model inside WL / a notebook — running parameter sweeps, pulling time series into Wolfram arrays for analysis (e.g. AnomalyDetection, Predict, Classify, SystemModelCalibrate), validating against requirements (SystemModelValidate, Monte Carlo, uncertainty bands), training surrogates, making custom plots, or driving a live simulation interactively (pause/resume, change inputs or parameters mid-run, agent/LLM-in-the-loop). Triggers on phrases like 'simulate this model in WL', 'get the results into Wolfram Language', 'extract a time series', 'SystemModelSimulate', 'SystemModelPlot', 'sweep a parameter', 'validate against requirements', 'stays within limits', 'show me any violations', 'SystemModelValidate', 'failure plot', 'uncertainty plot', 'train a surrogate', 'real-time s