matlab/matlab-agentic-toolkit
58 skills · 1,273 total installs
$npx skills add matlab/matlab-agentic-toolkitSkillInstalls
matlab-debuggingDiagnose MATLAB errors and unexpected behavior. Breakpoints, workspace inspection, try-catch diagnostics, and common error patterns.matlab-review-codeReview MATLAB code for quality, performance, maintainability, and adherence to MathWorks coding standards. Uses check_matlab_code and matlab_coding_guidelines.matlab-list-productsShow all installed MATLAB products and support packages for a given MATLAB installation folder.matlab-analyze-dataAnalyze data using MATLAB. Use when the task involves tables, timetables, time-series data, numeric arrays, sensor matrices, or gridded data — including but…matlab-testingGenerate and run MATLAB unit tests using matlab.unittest and matlab.uitest.matlab-create-live-scriptCreate, edit, and run plain-text MATLAB live scripts (.m files) with rich text formatting, LaTeX equations, section breaks, and inline figures.matlab-build-appBuild MATLAB apps from requirements to working code. Asks discovery questions (or skips them when the path is known), recommends UIFigure or UIHTML path,…matlab-install-productsDeterministic workflow to download MATLAB Package Manager (mpm) and install MathWorks products from the OS command line with consistent, repeatable behavior.matlab-display-imageDisplay images and annotations for image processing, computer vision, and visual inspection.matlab-build-simbiology-modelBuild, modify, and diagram SimBiology models — API reference, helper functions, and layout patterns.roadrunner-asset-mappingRoadRunner asset path lookup tables for map format conversions in MATLAB.roadrunner-import-sceneConnect to RoadRunner and import HD Map or OpenDRIVE files into a new scene using MATLAB.roadrunner-rrhd-authoringBuild RoadRunner HD Map entities in MATLAB — lanes, boundaries, markings, junctions, signs, signals, barriers, parking.matlab-display-volumeDisplay 3-D image volumes, medical image volumes, surface meshes, and annotations for 3-D image processing.roadrunner-convert-lanelet2-to-rrhdConvert Lanelet2 maps (.osm) to RoadRunner HD Map (.rrhd) format using MATLAB.matlab-ocrBuild OCR pipelines in MATLAB using the ocr() function. Use this skill when the user wants to read text from images, documents, signs, meters, displays,…matlab-simulate-simbiology-modelSimulate SimBiology models — ODE, stochastic (SSA), scenarios, and sensitivity analysis.matlab-analyze-dependenciesAnalyze the effective toolbox file set to produce a Dependency Manifest — classify all transitive dependencies as included, product, add-on, or…matlab-assess-toolboxAssess toolbox readiness and suggest improvements — validates help text, tests, coverage, code issues, dependencies, and function signatures.matlab-validate-function-argumentsUse when writing MATLAB functions with arguments blocks — repeating arguments (arguments (Repeating)), .?ClassName property import in constructors, name-value…matlab-build-toolboxExecute the build plan — introspect buildfile.m, run its dependency chain, and produce the .mltbx toolbox package.matlab-create-buildfileGenerate a MATLAB buildfile.m with tasks for static analysis, testing, coverage reporting, and packaging.matlab-create-projectCreates a MATLAB project for an existing folder of MATLAB files using the matlab.project.* APIs via MCP.matlab-process-large-imagesPatterns for using blockedImage to process large images, harness parallel compute for image processing, and write custom adapters.matlab-train-networkTrain, evaluate, and export neural networks to Simulink in MATLAB.matlab-driving-data-importerImport recorded driving sensor data (GPS, camera, lidar, actor tracks, lanes) into scenariobuilder.* objects (GPSData, CameraData, LidarData, ActorTrackData,…matlab-fit-simbiology-modelFit SimBiology model parameters to data — fitproblem, population NLME, virtual patients, and NCA.matlab-scenario-builderGenerate driving scenes, scenarios, road surfaces, and 3D content from scenariobuilder.* sensor data (GPS, camera, lidar, actor tracks) using Scenario Builder…matlab-call-pythonCall Python libraries from MATLAB using the py. interface, pyrun, pyrunfile, or pyenv.matlab-convert-aerospace-coordinatesPerform aerospace unit conversions, time conversions, coordinate frame transformations, and rotation representations using Aerospace Toolbox.matlab-deploy-embedded-aiDeploy AI models to embedded hardware using MathWorks tools (MATLAB, Simulink, Embedded Coder).matlab-point-cloud-file-ioRead and write 3-D point cloud data using Lidar Toolbox file I/O. Covers PLY, PCD, LAS/LAZ, PCAP (Velodyne/Ouster/Hesai), E57, and IDC (Ibeo) formats.matlab-point-cloud-registrationRegister 3-D point clouds using ICP, NDT, LOAM, FGR, phase correlation, and CPD algorithms.matlab-sharingShare MATLAB content by guiding users through uploading to GitHub, MATLAB Drive, or File Exchange, then generating "Open in MATLAB Online" URLs.matlab-upgrade-mex-icUpgrade C, C++, and Fortran MEX source files from the Separate Complex (SC) API to the Interleaved Complex (IC) API.matlab-solve-pdeEnd-to-end finite element analysis in MATLAB PDE Toolbox — geometry creation, model setup, solve, and post-processing in one skill.matlab-read-docGuides the agent to reference official MathWorks Documentation and Help.matlab-compute-aerospace-environmentCompute aerospace environment properties including atmosphere (ISA, COESA, NRLMSISE-00, non-standard, CIRA), gravity (spherical harmonic, WGS84, zonal,…matlab-model-opticsBuild, import, analyze, tolerate, and optimize optical systems using the Optical Design and Simulation Library.matlab-review-fi-codeReviews MATLAB fixed-point (fi) code for performance, code generation efficiency, and correctness. Identifies antipatterns and suggests idiomatic improvements.matlab-access-datafeedGuide for accessing financial and economic data in MATLAB using the Datafeed Toolbox.matlab-cosimulate-sumo-simulinkBuild Simulink models that co-simulate with Eclipse SUMO traffic simulator.matlab-create-experimentCreate an experiment for the MATLAB Experiment Manager app from user code, script, or problem description.matlab-ncap-testingGenerate Euro NCAP test scenarios and variants using the ADT Euro NCAP support package.matlab-read-medical-dataRead, write, and manipulate medical imaging data (DICOM, NIfTI, NRRD) in MATLAB.roadrunner-build-scenario-from-oscBuild a RoadRunner Scenario programmatically from an OpenSCENARIO 1.x (.xosc) file using the `roadrunner-scenario-authoring` skill.roadrunner-coreFoundation skill for all RoadRunner workflows: MATLAB path setup, connection, project/scene/scenario lifecycle, world settings, handle management, status, and…roadrunner-scenario-authoringProgrammatically author RoadRunner scenarios from MATLAB using roadrunnerAPI.roadrunner-scenario-simulatingExpert guidance for simulating RoadRunner scenarios via the MATLAB programmatic API and Simulink co-simulation.matlab-deploy-embedded-codeDeploy MATLAB-generated code to embedded hardware using Embedded Coder.matlab-build-chartCreate and customize MATLAB charts and plots. Plot types (line, scatter, bar, histogram, heatmap, surface), axes configuration, annotations, data tips,…matlab-choose-bigdata-solutionGuide users or agents to the correct MATLAB tool for processing large tabular data in file-based formats (CSV, Parquet, delimited text, spreadsheets, MDF) that…matlab-deploy-ai-modelGenerate C/C++ or CUDA code from an AI model (PyTorch, LiteRT) using MATLAB Coder or GPU Coder.matlab-import-external-ai-modelImport PyTorch, ONNX, or Keras 3 / TensorFlow 2.16+ deep learning models into MATLAB as dlnetwork objects.matlab-integrate-pytorch-visionCreates MATLAB interfaces to Python image processing and computer vision models from GitHub repositories or pip-installable packages using MPyReq.matlab-solve-optimizationUse when writing, solving, or debugging MATLAB optimization code — formulating problems (optimproblem, optimvar, fcn2optimexpr), selecting and configuring…matlab-themingStyle MATLAB charts and figures. colororder palettes for chart series colors, colormap selection, brand color organization, and the R2025a Theme API for…matlab-use-machine-learning-appsUse when the user wants to train, compare, or export machine learning models using Classification Learner or Regression Learner — including opening the app,…