Testing Simulink Models

SkillAI & models

Tests 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.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Testing Simulink Models skill

What this skill tells your AI

The instructions your AI receives, as published by matlab/simulink-agentic-toolkit in skills-catalog/verification-validation-and-test/testing-simulink-models/SKILL.md and read by ahel’s review.

Requires Simulink Test and R2023a or later. The requirement-driven entry point also requires Requirements Toolbox. The coverage workflow also requires Simulink Coverage. If Simulink Test is unavailable, use simulating-simulink-models with manual assertions.

When to Use

  • Writing pass/fail tests for a Simulink model or subsystem
  • Verifying expected behavior against requirements or acceptance criteria
  • Creating regression tests to catch future breakage
  • Reproducing and validating bug fixes with structured assertions
  • Collecting decision coverage metrics
  • Authoring persistent tests from linked requirements or a behavioral spec

When NOT to Use

  • Building or editing model structure → use building-simulink-models
  • Running simulations for data exploration, sweeps, or custom analysis → use simulating-simulink-models
  • Querying or resolving parameter values → use model_query_params / model_resolve_params
  • Creating or editing requirements → use generate-requirement-drafts
  • Injecting faults onto model signals without test authoring → use inject-faults
  • FMEA, FHA, FTA, or other safety analysis documents → use manage-safety-analysis
  • Simulink Test is not installed → fall back to simulating-simulink-models with manual assertions

Testing Approaches

This skill provides two testing approaches. Choose based on task context:

Gherkin (model_test)Simulink Test API (test_create family)
PersistenceEphemeral — harness discarded after sessionPersistent — .mldatx files remain in project
Speed~3s (draft mode)~60s (full Simulink Test infrastructure)
TraceabilityNoneFull requirement linking via .slreqx
Use caseBug fixes, quick validation, agentic loopCertification, systematic testing, formal V&V; also takes behavioral specs
Approval neededNoYes — engineer reviews test plan before execution
Coveragecoverage parameter ('none' or 'decision')Via test_run options
ToolboxSimulink TestSimulink Test (+ Requirements Toolbox for requirement path)

→ For Gherkin testing, read references/gherkin-based-fast-testing.md → For Simulink Test API authoring (requirements / behavioral spec), read references/simulink-test-authoring.md

Workflow — Gherkin (Quick Validation)

  1. Understand the component: Use model_overview and model_read on the target subsystem to identify inputs, outputs, and expected behavior.
  2. Write the .feature file: Author a Gherkin test following the syntax in references/gherkin-based-fast-testing.md. Start with one scenario covering the primary nominal case.
  3. Cap StopTime before running: Check the model's StopTime with model_query_params. If it is inf (or unset/auto), you MUST pass a finite stop time to model_test — an infinite sim never returns and hangs MATLAB. Pick a finite value that lets the behavior settle (2–30s for a step response).
  4. Run in draft mode: Call model_test with draft_mode='true' for rapid iteration (~3s). Fix syntax or signal errors.
  5. Run full compilation: Once draft passes, re-run with draft_mode='false' to validate against the actual compiled model (catches type/dimension mismatches).
  6. Expand coverage: Add scenarios for edge cases, fault conditions, and boundary behavior. Use coverage='decision' to identify untested branches.

Workflow — Simulink Test API (Persistent)

  1. Understand the component: Use model_overview and model_read on the target subsystem to identify inputs, outputs, and expected behavior.
  2. Propose test plan → wait for approval: Present what to test, at what scope, and why. Do not call test_create until the engineer approves.
  3. Create test cases: Call test_create with the appropriate entry point — component/model only or requirement-driven (RequirementID + ReqSetPath). Pass TestFile as an absolute path under the working folder (never a bare filename — it would land in the skill's scripts/ dir, since that is the project_path). See references/simulink-test-authoring.md for call shapes.
  4. Propose test configuration → wait for approval: Present stop time, sim config, signal logging, assessments, and parameter overrides for each test case. Do not call test_edit until the engineer approves. Always set a finite StopTime via test_edit — if the model's StopTime is inf (or unset), the test run never returns and hangs MATLAB. Choose a finite value that lets the behavior settle (2–30s for a step response).
  5. Run and report: Call test_run, present pass/fail summary with assessment detail. Engineer decides next steps.

Guardrails

Always

  • Inspect model (model_overview / model_read) before writing tests — otherwise you write tests against wrong I/O
  • Report failures with assessment names, conditions, and signal summaries — users can't diagnose without detail
  • Never run a sim or test with StopTime=inf. Check StopTime before any model_test/test_run; if it is inf or unset, override it with a finite value first. An infinite sim never returns and hangs the MATLAB session (and, in a shared session, every subsequent task).

Never

  • Guess pass/fail criteria — ask the user if unclear
  • Change MATLAB working directory while a model is open — breaks harness cache

References

  • references/gherkin-based-fast-testing.md — Gherkin syntax, draft mode, coverage, Simscape constraints
  • references/simulink-test-authoring.md — API manual: setup, constraints, test_create entry shapes, edit/read/run signatures
  • references/assessment-format.md — LoggedSignals and Assessments struct formats
  • assets/test-structure-template.md — Test structure proposal template (requirement-driven path)
  • assets/test-config-template.md — Test configuration proposal template (requirement-driven path)

Copyright 2026 The MathWorks, Inc.


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Source
github.com/matlab/simulink-agentic-toolkit