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2026.07.16

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@philipc-mw philipc-mw released this 16 Jul 14:53
2026.07.16
9556aee

What's New (2026.07.16)

Agentic Toolkit Installer

  • You can now install MATLAB® Agentic Toolkit from local files in an air-gapped environment. For details, see Install from Local Files.
  • The skill-based installer has now been removed. To install MATLAB Agentic Toolkit, see the instructions in Install Agentic Toolkit.
  • Evals no longer ship with the toolkit, reducing download size. If this change adversely impacts you, please let us know.
  • The README now includes a data collection notice. To opt out of data collection, see Disable Data Collection.

New Skills in Existing Skill Groups

  • MATLAB App Building — matlab-build-chart for creating MATLAB charts with correct axes handling, layout, annotations, interactivity, and animation; matlab-theming for applying color palettes, brand theming, dark mode, and conditional styling to MATLAB charts and uifigure apps.
  • MATLAB Data Import and Analysis — matlab-choose-bigdata-solution for choosing the right MATLAB tool for processing large tabular data that may not fit in memory.
  • MATLAB Software Development — matlab-instrument-opentelemetry-tracing for adding OpenTelemetry™ tracing spans to MATLAB functions with correct context propagation and lifecycle management.
  • AI and Statistics — matlab-import-external-ai-model for importing PyTorch™, ONNX, and Keras™ models into MATLAB and verifying numerical correctness; matlab-use-machine-learning-apps for training, comparing, and exporting models via Classification Learner and Regression Learner apps.
  • Code Generation — matlab-deploy-ai-model for generating C/C++ or CUDA® code from PyTorch ExportedProgram models; matlab-deploy-embedded-code for deploying MATLAB-generated code to embedded hardware with PIL verification.
  • Image Processing and Computer Vision — matlab-integrate-pytorch-vision for creating MATLAB interfaces to Python® image processing and computer vision models using MPyReq.
  • Math and Optimization — matlab-solve-optimization for formulating, solving, and validating optimization problems using problem-based and solver-based approaches.
  • Reporting and Database Access — matlab-generate-report for generating structured PDF, Word, and HTML reports from MATLAB data and Simulink® models using the MATLAB Report Generator™ API.
  • Signal Processing — matlab-extract-signal-features for extracting per-frame time, frequency, and time-frequency features from 1-D signals.
  • Test and Measurement — matlab-modernize-daq for porting legacy session-based Data Acquisition Toolbox™ code to the modern DataAcquisition interface; matlab-vehicle-network-communication for setting up and managing CAN/CAN FD vehicle network communication using Vehicle Network Toolbox™.

Improved Skills

  • matlab-access-datafeed — Corrected FRED® API usage guidance.
  • matlab-analyze-data — Added array/grid data handling and eventtable support.
  • matlab-build-app — Added uifigure and uihtml reference guides covering MVVM architecture, Chart.js integration, dark mode, component styling, and five app archetypes (dashboard, explorer, wizard, tabbed, canvas).
  • matlab-compute-aerospace-environment — Added pressure altitude conversion (atmospalt) pattern.
  • matlab-connect-opcua-client — Merged matlab-discover-opcua-servers into a single skill covering the full discovery-to-connection workflow, with a new common-mistakes reference.
  • matlab-convert-aerospace-coordinates — Improved cross-references to related skills and toolbox guidance.
  • matlab-review-fi-code — Simplified overflow detection guidance.
  • matlab-scenario-builder — Added OSM flat-scene gotchas, vehicle classification and ego-lane inference workflows.
  • matlab-train-network — Added normalization guidance and replaced Simulink deployment reference with updated export reference.
  • matlab-write-database — Added destructive-SQL guardrails (DROP/DELETE/TRUNCATE/ALTER require user confirmation) and fixed multi-row sqlupdate RowFilter documentation.

Compatibility Considerations

  • matlab-connect-opcua-client now includes the functionality from the matlab-discover-opcua-servers skill. If you installed the discover skill separately, switch to the combined skill.

Bug Fixes

  • matlab-write-help — Fixed invalid YAML front matter in the skill definition that prevented the skill from loading.
  • Fixed incorrect source and skills paths in marketplace.json that caused unnecessary plugin cache invalidation.

Copyright 2026 The MathWorks, Inc.

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