matlab
Showing 121–180 of 188 skills · Page 3 of 4
matlab / matlab-use-symbolic-math
1.1kGenerate correct MATLAB code using the Symbolic Math Toolbox
matlab / roadrunner-asset-mapping
1.1kRoadRunner asset path lookup tables for map format conversions in MATLAB. Maps lane markings, signs, signals, barriers, objects, and lane types to RoadRunner asset paths
matlab / roadrunner-convert-lanelet2-to-rrhd
1.1kConvert Lanelet2 maps (.osm) to RoadRunner HD Map (.rrhd) format using MATLAB
matlab / roadrunner-import-scene
1.1kImport HD Map or OpenDRIVE files into a RoadRunner scene using MATLAB
matlab / roadrunner-rrhd-authoring
1.1kBuild RoadRunner HD Map entities in MATLAB — lanes, boundaries, markings, junctions, signs, signals, barriers, parking
matlab / roadrunner-scenario-authoring
1.1kProgrammatically author RoadRunner scenarios from MATLAB using roadrunnerAPI
matlab / roadrunner-scenario-simulating
1.1kExpert guidance for simulating RoadRunner scenarios via the MATLAB programmatic API and Simulink co-simulation
matlab / simbiology-build-model
1.1kBuild, modify, and diagram SimBiology models — API reference, helper functions, and layout patterns
matlab / simbiology-fit-model
1.1kFit SimBiology model parameters to data — fitproblem, population NLME, virtual patients, and NCA
matlab / simbiology-simulate-model
1.1kSimulate SimBiology models — ODE, stochastic (SSA), scenarios, and sensitivity analysis
matlab / resolve-design-errors
1.1kUse when asked to run Design Error Detection (quick defect scan), find design errors in a Simulink model, perform root cause analysis on DED findings, fix division-by-zero, overflow, dead logic or out-of-bounds defects detected by SLDV, or diagnose why missing coverage cannot be achieved (dead logic…
matlab / simscape-write-ssc
1.1kUse when writing or editing Simscape Language (.ssc) source files — components, domains, or functions. Triggers include: model a physical component in .ssc; write physical equations for a Simscape block; add or modify physics or parameterization options in a Simscape component; build a composite com…
matlab / simulink-collect-metrics
1.1kCollect and assess quality metrics for Simulink models using the metric.Engine API
matlab / simulink-frequency-response
1.1kEstimate frequency response from Simulink models using frestimate
matlab / simulink-instrument-real-time-application
1.1kSet up signal capture for a Simulink Real-Time application using `slrealtime.Instrument`
matlab / simulink-run-real-time-application
1.1kBuild, deploy, run, monitor, tune, and stop Simulink Real-Time applications
matlab / simulink-single-precision-conversion
1.1kConverts a double-precision Simulink system or subsystem to single precision using DataTypeWorkflow.Single (Fixed-Point Designer).
matlab / matlab-debug-code
1.1kDiagnose MATLAB errors and unexpected behavior. Breakpoints, workspace inspection, try-catch diagnostics, and common error patterns
matlab / matlab-deploy-embedded-ai
1.1kDeploy AI models to embedded hardware using MathWorks tools (MATLAB, Simulink, Embedded Coder). Covers two workflow patterns: (1) MathWorks-native or imported models rebuilt as dlnetwork for lean hardware, (2) direct C/C++ code generation from PyTorch and LiteRT models.
matlab / matlab-detect-capture-usrp
1.1kSmart triggered RF capture on NI USRP radios with Wireless Testbench — record only when a signal of interest appears, not continuously (triggered spectrum sensing).
matlab / matlab-fit-curve
1.1kFit curves and surfaces interactively with the Curve Fitter app for a complete no-code fitting workflow. Invoke this skill when the Curve Fitter app, cftool, curveFitter, or "curve fitting tool/app" is mentioned in any way.
matlab / matlab-process-images
1.1kLoad this first for any MATLAB task involving images, photos, scans, frames, volumes, or visual data — reading, writing, filtering, enhancing, denoising, sharpening, deblurring, thresholding, segmenting, masking, detecting, counting objects, removing backgrounds, measuring, registering, stitching, a…
matlab / simulating-simulink-models
1.1kConfigures Simulink simulations non-destructively using SimulationInput objects — parameter overrides without modifying the model, batch sweeps via parsim, custom input signals via Dataset, and simulation data retrieval via logsout
matlab / matlab-call-nidaqmx
1.1kTranslate NI-DAQmx C function signatures into correct calldaqlib MATLAB calls
matlab / matlab-call-python
1.1kCall Python libraries from MATLAB using the py. interface, pyrun, pyrunfile, or pyenv
matlab / matlab-create-uav-scenario
1.1kCreate and simulate UAV scenarios with terrain, buildings, platforms, and sensors using uavScenario
matlab / matlab-deploy-ai-model
1.1kGenerate C/C++ or CUDA code from an AI model (PyTorch, LiteRT) using MATLAB Coder or GPU Coder
matlab / matlab-deploy-embedded-code
1.1kDeploy MATLAB-generated code to embedded hardware using Embedded Coder
matlab / matlab-design-adaptive-filter
1.1kDesign and implement adaptive filters using DSP System Toolbox System objects
matlab / matlab-import-external-ai-model
1.1kImport PyTorch, ONNX, or Keras 3 / TensorFlow 2.16+ deep learning models into MATLAB as dlnetwork objects
matlab / matlab-modernize-code
1.1kModernize removed or discouraged MATLAB functions and patterns
matlab / matlab-setup-gpu
1.1kDetect and validate GPU availability for MATLAB GPU computing
matlab / matlab-write-performance-tests
1.1kWrites MATLAB performance tests using the matlab.perftest.TestCase framework
matlab / authoring-simulink-inputs
1.1kSynthesize new waveforms from scratch for Simulink inports using createInputDataset. Use ONLY when the user asks to generate, create, or synthesize signals (step, ramp, sine, chirp, pulse, noise) to populate a Dataset for External Inputs or Signal Editor.
matlab / inject-faults
1.1kAdd, configure, and manage faults on Simulink, Simscape, and System Composer model signals for robustness analysis and safety validation
matlab / simulink-configure-real-time-model
1.1kConfigure a Simulink model for Simulink Real-Time code generation and deployment
matlab / simulink-customize-a2l
1.1kCustomize A2L (ASAP2) files generated from Simulink models using coder.asap2 and coder.mapping APIs. Use this skill when adding COMPU_METHODs, creating GROUPs, converting STD_AXIS to COM_AXIS, adding BIT_OPERATIONs, creating VARIANT_CODING, excluding measurements or struct elements, removing DEFAULT…
matlab / slci-inspection-incompatibility-analysis
1.1kUse when SLCI code inspection has failed due to compatibility issues and you need to diagnose the incompatibilities. Traces inspection failures back to root-cause incompatibility settings or known limitations by matching failed code lines against known incorrect code generation patterns and document…
matlab / matlab-list-products
1.1kShow all installed MATLAB products and support packages for a given MATLAB installation folder
matlab / building-simulink-models
1.1kBuilds and edits Simulink, System Composer, Stateflow, and Simscape models
matlab / configuring-block-policy
1.1kGuide users through creating and managing .satk/block-policy.json for controlling which blocks the agent can use, which are excluded, and which block parameters the agent should not modify
matlab / specifying-plant-models
1.1kSpecify plant models for closed-loop simulation: system specs, architecture, build plans, validation plans
matlab / matlab-build-industrial-hmi
1.1kBuild industrial-grade SCADA/HMI dashboards in MATLAB following industrial-HMI conventions (ISA-101-aligned): gray-field philosophy, alarms at source, write safeguards, fixed-range trends, drill-down layout.
matlab / matlab-interpret-machine-learning-model
1.1kInterpret and explain a trained tabular machine-learning model (classification or regression) in MATLAB. Find which predictors, features, or columns matter most; explain why the model made a specific prediction, including diagnosing predictions it got wrong; show how a predictor affects the output;…
matlab / matlab-model-serdes-systems
1.1kModel, simulate, and optimize Serializer/Deserializer (SerDes) systems — serial and parallel links — using MATLAB SerDes Toolbox.
matlab / matlab-use-visual-inspection
1.1kBuild machine vision inspection systems with MATLAB Visual Inspection Toolbox. Covers the full arc from problem selection through deployment: anomaly detection (Student-Teacher, PatchCore, FastFlow, FCDD), object detection (YOLOX), counting (CounTR, shape matching), gauging and measurement (caliper,…
matlab / matlab-export-session-script
1.1kExport conversation MATLAB code to a clean, runnable .m script
matlab / matlab-optimize-memory
1.1kGuides the 7-step MATLAB memory optimization workflow: baseline, profile, identify, optimize, measure, verify, report
matlab / manage-safety-analysis
1.1kCreate, populate, and manage safety analysis spreadsheets (FMEA, FHA, HARA, custom) and fault trees (FTA) in Safety Analysis Manager
matlab / simulink-author-classic-autosar-swc
1.1kUse this skill when authoring, reworking, or validating a Classic AUTOSAR software component (SWC) in Simulink, including autosar.api mappings, runnables, timing events, sender-receiver ports, client-server operations, IRVs, BSW service callers, and component ARXML updates.
matlab / simulink-configure-model-for-code-generation
1.1kConfigure Simulink models for Embedded Coder (ERT), Simulink Coder (GRT rapid-prototyping), or AUTOSAR code generation
matlab / simulink-control-motors
1.1kBuild motor control solutions using Motor Control Blockset for PMSM, induction motors, BLDC, and SynRM. Implement field oriented control, sensorless FOC, six-step control, speed control, current control, and torque control.
matlab / specifying-mbd-algorithms
1.1kSpecify algorithms for Model-Based Design: system specs, architecture specs, implementation plans, test plans
matlab / testing-simulink-models
1.1kTests Simulink models using either ephemeral Gherkin-based tests (model_test) for quick validation or persistent tests (Simulink Test API) authored from requirements or behavioral specs. Requires Simulink Test.
matlab / matlab-analyze-antenna-structures
1.1kDesign and analyze electrically large antenna structures using MATLAB Antenna Toolbox. Covers reflector antennas (parabolic, Cassegrain, Gregorian, offset, corner, cylindrical, spherical, custom STL), reflectarrays and reconfigurable intelligent surfaces (RIS), antennas installed on platforms (vehic…
matlab / matlab-configure-scope-object
1.1kPrevents crashes due to problematic scope-related API misuse caused by agent escalation into internal scope framework objects
matlab / matlab-design-antenna
1.1kDesign antennas, arrays, and PCB antennas using MATLAB Antenna Toolbox. Covers catalog antenna design and pattern analysis, custom antenna construction (customAntenna + shape.*), PCB antenna design (pcbStack + antenna.*), finite and infinite array design, AI-accelerated design exploration (AIAntenna…
matlab / matlab-integrate-antenna
1.1kIntegrate antennas into RF systems using MATLAB Antenna Toolbox and RF Toolbox. Covers impedance matching network design (L/Pi/Tee topologies, evaluation parameters, Richards transformation), measured antenna creation (E-field, directivity-only, EmbeddedE, ffsReader import), RF propagation and site…
matlab / matlab-model-rf
1.1kRF Toolbox and RF Blockset in MATLAB -- S-parameter I/O, network conversions (S/Z/Y/ABCD/T/H/G, mixed-mode), cascade/de-embedding, rfbudget analysis, circuit composition, matching networks, amplifier stability, mixer spurs, rational fitting, SI channels, baseband processing, Circuit Envelope simulat…
matlab / matlab-use-scenario-builder
1.1kGenerate driving scenes, scenarios, road surfaces, and 3D content from scenariobuilder.* sensor data (GPS, camera, lidar, actor tracks) using Scenario Builder for Automated Driving Toolbox.