Matlab Generate Code
Generate, verify, refine, and accelerate C/C++ or CUDA code from MATLAB with MATLAB...
Install
npx skills add matlab/matlab-agentic-toolkit --skill matlab-generate-code -g -a claude-code -y- Repository
- matlab/matlab-agentic-toolkit1.2k
- Category
- Testing
- Updated
- 8d ago
- License
- See repository
- Context cost
- Mediumabout 3,000 tokens
- Runs scripts
- No, instructions only
What it does
Generate, 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. Triggers on: codegen, MEX, deploy MATLAB as C/C++, GPU Coder, coder.screener, coder.config, coder.gpuConfig, coder.typeof, coder.runTest, matlabtest.coder.TestCase, SIL, embedded config, no dynamic memory, EnableMexProfiling, coder.timeit, coder.perfCompare, %#codegen, writing codegen-ready MATLAB, code generation readiness, coder.varsize, coder.unroll, coder.noImplicitExpansionInFunction, coder.ceval, coder.inline, coder.extrinsic, coder.const, coder.classSignature, class codegen limitations, temporal types codegen, DMA-off, stack-only, host-target InstructionSetExtensions, SIMDAcceleration, OptimizeReductions, host SIMD tuning, host OpenMP, codegen performance.
Generate Code with MATLAB Coder
Umbrella skill for the MATLAB Coder workflow: generate code, verify it, refine the config, and accelerate with profiled MEX.
When to Use
- Generating C/C++ or CUDA code from MATLAB functions (MEX, lib, dll, exe)
- Writing new MATLAB code that must be compatible with code generation
- Reviewing existing MATLAB code for codegen readiness or fixing codegen errors
- Configuring codegen settings for specific targets (embedded, speed, readability, safety)
- Verifying generated code matches MATLAB output (coder.runTest, matlabtest.coder.TestCase)
- Profiling and accelerating generated MEX functions
- Using coder.* directives (coder.varsize, coder.const, coder.extrinsic, coder.ceval, etc.)
When NOT to Use
- Simulink Coder / Embedded Coder Simulink-model workflows
- Generating code for target languages that are not C, C++, or CUDA
- Fixed-Point Designer conversion workflows
- Hand-written MEX C files (not generated by MATLAB Coder)
- General MATLAB programming unrelated to code generation
