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Updated 1w ago

by WolframResearch

system-modeler-ai-toolkit

AI assistant skills for building, simulating and debugging Wolfram System Modeler models

  • Active — Updated in the last 14 days

20 GitHub stars (20)

+6 in 30 days

Stars gained per day · daily snapshots since Sep 30
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  • 12 skills (12 skills found in its SKILL.md files)
  • 7 forks (7 forks)
  • 1w ago last update (Last updated 1w ago)

Install

Skills CLI

npx skills add WolframResearch/system-modeler-ai-toolkit

Asks which skills and agents to install. Just one: npx skills add WolframResearch/system-modeler-ai-toolkit --skill annotate-control-panel — add -g for every project.

Claude Code

git clone https://github.com/WolframResearch/system-modeler-ai-toolkitcp -r "system-modeler-ai-toolkit/annotate-control-panel" ~/.claude/skills/

Copies the annotate-control-panel skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add WolframResearch/system-modeler-ai-toolkit

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • annotate-control-panel

    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 p…

    annotate-control-panel/SKILL.md on GitHub (opens in a new tab)
  • annotate-modelica-animation

    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, came…

    annotate-modelica-animation/SKILL.md on GitHub (opens in a new tab)
  • annotate-modelica-graphics

    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 mode…

    annotate-modelica-graphics/SKILL.md on GitHub (opens in a new tab)
  • annotate-modelica-plots

    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…

    annotate-modelica-plots/SKILL.md on GitHub (opens in a new tab)
  • create-hydraulic-model

    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…

    create-hydraulic-model/SKILL.md on GitHub (opens in a new tab)
  • diagnose-modelica

    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…

    diagnose-modelica/SKILL.md on GitHub (opens in a new tab)
  • modelica-model-architecture

    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 th…

    modelica-model-architecture/SKILL.md on GitHub (opens in a new tab)
  • search-modelica-docs

    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, t…

    search-modelica-docs/SKILL.md on GitHub (opens in a new tab)
  • simulate-and-plot-modelica

    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', 'gra…

    simulate-and-plot-modelica/SKILL.md on GitHub (opens in a new tab)
  • simulate-modelica

    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…

    simulate-modelica/SKILL.md on GitHub (opens in a new tab)
  • validate-modelica

    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…

    validate-modelica/SKILL.md on GitHub (opens in a new tab)
  • wolfram-language-modelica

    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, Sys…

    wolfram-language-modelica/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.