matlab
Showing 61–120 of 188 skills · Page 2 of 4
matlab / matlab-train-network
1.1kTrain, evaluate, and export neural networks to Simulink in MATLAB. Migrate legacy (fitnet, patternnet) and discouraged (trainNetwork, DAGNetwork) code to modern, recommended R2024a+ APIs (trainnet, dlnetwork, testnet, imagePretrainedNetwork), diagnose and fix dlaccelerate issues or detect dlaccelera…
matlab / matlab-transmit-capture-usrp
1.1kTransmit and capture RF waveforms using Wireless Testbench with NI USRP radios (X410, X310, N310, N320, N321, N300, X300, E320)
matlab / matlab-use-duckdb
1.1kUse DuckDB from MATLAB via Database Toolbox (R2026a+) as a non-math operations engine on large tabular files (CSV/Parquet/JSON) and as a zero-config embedded database
matlab / matlab-use-opcua-client
1.1kDiscover OPC UA servers, connect MATLAB clients, and browse/navigate server nodes using opcuaserverinfo, the Local Discovery Service (LDS), opcua, connect, setSecurityModel, certificate-trust functions, findNodeById, opcuanode, and Namespace/Children traversal
matlab / matlab-use-package-manager
1.1kManage MATLAB packages with the in-product MATLAB Package Manager (mpm) on MATLAB R2026b or later: install, uninstall, update, search, or inspect packages; declare package dependencies in a matlab.toml project; install a shareable .mltbx package; or manage repositories.
matlab / matlab-use-vehicle-network
1.1kUse when setting up vehicle network communication in MATLAB using Vehicle Network Toolbox. Covers CAN/CAN FD (fully implemented), with architecture for J1939, XCP, and future protocols.
matlab / matlab-validate-function-arguments
1.1kUse when writing MATLAB functions with arguments blocks — repeating arguments (arguments (Repeating)), .?ClassName property import in constructors, name-value forwarding with namedargs2cell, or migrating from inputParser or validateattributes.
matlab / matlab-write-help
1.1kGenerate or improve MATLAB help text (documentation comments) for a function, class, or script file following MathWorks standards (H1 line, syntax paragraphs, See Also, 75-char lines).
matlab / roadrunner-core
1.1kFoundation skill for all RoadRunner workflows: MATLAB path setup, connection, project/scene/scenario lifecycle, world settings, handle management, status, and close
matlab / author-modeladvisor-checks
1.1kAuthor or upgrade Model Advisor checks for Simulink and System Composer models. Covers the full lifecycle: guideline authoring, check specification, Model Advisor check implementation, and qualification testing
matlab / checking-model-compliance
1.1kUse this skill when the user asks to check Simulink model compliance against a standard (MISRA, MAB, JMAAB, ISO, DO, IEC, EN, CERT C/CWE, AUTOSAR, Simulink Code Inspector (SLCI)), wants to run Model Advisor checks, or needs a compliance report with fix suggestions.
matlab / create-sdi-run
1.1kImport data into the Simulation Data Inspector (SDI) from MAT, CSV, or Excel files, from workspace variables, or from a Simulink simulation
matlab / fix-sldv-incompatibility
1.1kUse when a Simulink model is incompatible with Simulink Design Verifier (sldvcompat returns false, or an SLDV analysis errors out on an unsupported construct) and needs to be made analyzable.
matlab / simulink-check-rapid-accelerator-compatibility
1.1kStatically analyze a Simulink model for Rapid Accelerator (raccel) mode incompatibilities. Identifies unsupported blocks (Interpreted MATLAB Function, Level-2 S-Functions without TLC), configuration issues, and data type restrictions that prevent code generation.
matlab / simulink-configure-real-time-target
1.1kManage Simulink Real-Time target computers from MATLAB — list available targets, check whether a target is connected, read its lifecycle status, add/remove/rename targets, set IP addresses and credentials, choose the default target, install TLS material, configure a startup application, and run targ…
matlab / simulink-curating-library-kg
1.1kUse this skill when the user wants to curate the SATK library knowledge index for a Simulink project — mark commonly used blocks, correct auto-assigned block categories, or improve block descriptions so the model-building agent picks better blocks from custom libraries.
matlab / simulink-use-c-function-block
1.1kUse when integrating legacy code, custom code, or C/C++ code into Simulink via C Function blocks. Configure Simulink C Function blocks programmatically using the SymbolSpec API.
matlab / matlab-apply-theme
1.1kStyle MATLAB charts and figures. colororder palettes for chart series colors, colormap selection, brand color organization, and the R2025a Theme API for uifigure apps (dark mode with fliplightness, ThemeChangedFcn, uistyle, component colors)
matlab / matlab-build-app
1.1kBuild MATLAB apps from requirements to working code. Asks discovery questions (or skips them when the path is known), recommends UIFigure or UIHTML architecture, identifies layout archetype (Dashboard, Explorer, Tabbed, Wizard, Canvas), produces an implementation plan, and executes the build.
matlab / matlab-connect-arduino
1.1kDiscover, configure, and connect to Arduino boards from MATLAB using the Arduino Support Package. Use this skill when the user wants to set up an Arduino board, connect to Arduino hardware, find connected boards, scan serial ports, configure Arduino libraries, or any task that requires an Arduino co…
matlab / matlab-create-live-script
1.1kCreate, edit, and run plain-text MATLAB live scripts (.m files) with rich text formatting, LaTeX equations, section breaks, and inline figures
matlab / matlab-extract-rotating-machinery-features
1.1kExtract features from signals collected on rotating machinery components, including motors, pumps, fans, gears, bearings, and shafts. Signals can include vibration, electrical, or environmental sensor measurements
matlab / matlab-fuse-inertial-sensors
1.1kAnalyzes sensor configurations and creates inertial fusion filters in MATLAB Navigation Toolbox. Manages filter selection (imufilter, ahrsfilter, complementaryFilter, insfilterMARG, insfilterAsync, insfilterNonholonomic, insfilterErrorState, insEKF, insCF), construction, tuning, and fusion loops
matlab / matlab-generate-code
1.1kGenerate, verify, refine, and accelerate C/C++ or CUDA code from MATLAB with MATLAB Coder, Embedded Coder, GPU Coder, or MATLAB Test. Also covers writing codegen-ready MATLAB code: language constraints, coder.* directives, and optimization patterns.
matlab / matlab-generate-report
1.1kUnified skill for all MATLAB and Simulink report generation tasks. Covers report generation, PDF report, document generation, mlreportgen, Report Generator, template, TitlePage, Chapter, multipage HTML, HTMLPage, html-multipage, custom reporter, customizeReporter, template hole, page header, page bo…
matlab / matlab-import-export-vehicle-data
1.1kUse when importing or exporting vehicle data from/to log files (MDF/MF4/DAT, BLF, ASC/TXT), decoding CAN/CAN FD/LIN messages to signals via DBC, ARXML, or LDF databases, writing timetable data to MDF or BLF files, or calling blfread, blfinfo, blfwrite, mdfRead, mdfWrite, mdfCreate, mdfInfo, canSigna…
matlab / matlab-optimize-performance
1.1kRead BEFORE optimizing any MATLAB code for speed. Without this workflow, agents commonly optimize the wrong target, fabricate speedup claims without measurement, or introduce regressions. Guides the 7-step workflow: baseline, profile, identify, optimize, measure, verify, report.
matlab / matlab-optimize-portfolio
1.1kHelp users formulate and solve portfolio optimization problems using Financial Toolbox's Portfolio object. Covers mean-variance (Markowitz), maximum Sharpe ratio (tangency), and efficient frontier workflows
matlab / matlab-review-code
1.1kReview MATLAB code for quality, performance, maintainability, and adherence to MathWorks coding standards. Uses check_matlab_code and matlab_coding_guidelines
matlab / matlab-share-content
1.1kShare MATLAB content by guiding users through uploading to GitHub, MATLAB Drive, or File Exchange, then generating "Open in MATLAB Online" URLs.
matlab / matlab-use-cameras
1.1kConnect to and acquire images from cameras in MATLAB using Image Acquisition Toolbox. Use this skill when the user wants to: use a webcam, acquire images, capture video, stream from a camera, connect to a GigE Vision camera, preview live video, list available cameras, configure camera properties, us…
matlab / matlab-use-machine-learning-apps
1.1kUse when the user wants to train, compare, or export machine learning models using Classification Learner or Regression Learner — including opening the app, loading data, training models, evaluating metrics, comparing results, visualizing plots, testing on held-out data, exploring model interpretabi…
matlab / matlab-write-audio-plugin
1.1kGuide authoring of Audio Toolbox plugins (audioPlugin, audioPluginSource) that pass validateAudioPlugin and generate deployable VST/AU code
matlab / matlab-write-pcb-layout
1.1kExport pcbComponent designs to Gerber files with RF connectors and fab service formatting for PCB manufacturing. TRIGGER: user asks to export a PCB design to Gerber, generate manufacturing files, or write out a pcbComponent for fabrication.
matlab / matlab-write-tests
1.1kGenerate and structure MATLAB unit tests using matlab.unittest and matlab.uitest features, including class-based tests, parameterized testing, fixtures, mocking, and app testing with gestures
matlab / roadrunner-build-scenario-from-osc
1.1kBuild a RoadRunner Scenario programmatically from an OpenSCENARIO 1.x (.xosc) file using the `roadrunner-scenario-authoring` skill
matlab / simulink-explain-missing-coverage
1.1kUse this skill when the user asks to summarize, or asks why Simulink Coverage objectives are missing, unsatisfied, or uncovered on a coverage result they already have — why specific decision, condition, MCDC, relational-boundary, or saturation/overflow outcomes weren't exercised, whether uncovered l…
matlab / simulink-run-parallel-simulations
1.1kUse this skill to run multiple Simulink simulations in parallel with parsim, batchsim, and DesignStudy. TRIGGER when: user asks for parameter sweep, sweeping/varying parameters across simulations, Monte Carlo study, batch simulation, running multiple simulations, parallel simulations, large-scale mu…
matlab / simulink-streaming-dsp
1.1kBuilding or editing Simulink (.slx) models that stream signals in frames using DSP System Toolbox — audio, vibration, radar, comms
matlab / slci-compatibility-analysis
1.1kUse when you need to verify a Simulink model is compatible with SLCI code inspection, or to apply fixes for identified incompatibilities. Checks model configuration, identifies incompatibilities, and explains why each constraint is required for verification.
matlab / matlab-analyze-spectrum
1.1kAnalyze signal spectra in MATLAB using nonparametric and parametric estimators
matlab / matlab-analyze-time-frequency-content
1.1kPerform time-frequency analysis in MATLAB using CWT, STFT, synchrosqueezing, reassignment, wavelet coherence, cross spectrogram, EMD/VMD, multiresolution analysis, and time-frequency filtering.
matlab / matlab-connect-databricks
1.1kConnect MATLAB to Databricks via Spark (Databricks Connect) or JDBC (Database Toolbox)
matlab / matlab-connect-mavlink
1.1kEstablish MAVLink connections between MATLAB and PX4/ArduPilot autopilots
matlab / matlab-cosimulate-sumo-simulink
1.1kBuild Simulink models that co-simulate with Eclipse SUMO traffic simulator
matlab / matlab-design-radar
1.1kLaunch and control the MATLAB Radar Designer app programmatically via MCP
matlab / matlab-display-image
1.1kDisplay images and annotations for image processing, computer vision, and visual inspection
matlab / matlab-display-volume
1.1kDisplay 3-D image volumes, medical image volumes, surface meshes, and annotations for 3-D image processing
matlab / matlab-evaluate-acoustic-metrics
1.1kSelect and use Audio Toolbox acoustic, psychoacoustic, and speech quality metrics
matlab / matlab-generate-wlan-waveform
1.1kGenerate standard-compliant IEEE 802.11 waveforms using MATLAB WLAN Toolbox
matlab / matlab-identify-linear-system
1.1kIdentify a linear dynamic model from input-output or time-series data using MATLAB System Identification Toolbox
matlab / matlab-model-optics
1.1kBuild, import, analyze, tolerate, and optimize optical systems using the Optical Design and Simulation Library
matlab / matlab-process-streaming-audio
1.1kDesign and implement real-time audio processing chains using Audio Toolbox streaming objects
matlab / matlab-register-point-clouds
1.1kRegister 3-D point clouds using ICP, NDT, LOAM, FGR, phase correlation, and CPD algorithms
matlab / matlab-run-tests
1.1kRun MATLAB test suites and analyze results, including test filtering, parallel execution, result diagnostics, code coverage collection, gap analysis, and CI/CD with buildtool
matlab / matlab-set-up-worker-state
1.1kSet up worker environment and per-worker state for parallel pools
matlab / matlab-upgrade-mex-ic
1.1kUpgrade C, C++, and Fortran MEX source files from the Separate Complex (SC) API to the Interleaved Complex (IC) API
matlab / matlab-use-database
1.1kReads from, writes to, and manages relational databases using MATLAB Database Toolbox
matlab / matlab-use-ncap-protocol
1.1kGenerate Euro NCAP test scenarios and variants using the ADT Euro NCAP support package
matlab / matlab-use-spreadsheet-link
1.1kExchange data between Excel and MATLAB using Spreadsheet Link VBA macros and worksheet functions