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skills

von matlab · matlab/skills

Official MathWorks Agent Skills for MATLAB — makes Claude actually write idiomatic MATLAB instead of generic numeric code.

A curated set of Agent Skills from matlab/skills that activate when Claude is doing MATLAB work: language idioms, toolbox-aware patterns, MATLAB Projects layout, test frameworks, and performance tips. Because it's published by MathWorks, it encodes current best practices rather than Stack-Overflow-of-2012 habits.

▶ Demo ansehen 📦 Installieren 💡 Anwendungsfälle

Warum nutzen

Hauptfunktionen

Live-Demo

In der Praxis

skills-skill-4.replay ▶ bereit
0/0

Installation

Repository des Autors · Offizielle Dokumentation zu Claude Skills

Anwendungsfälle

Praxisnahe Nutzung: skills

How to get Claude to write idiomatic MATLAB, not MATLAB-flavored Python

👤 MATLAB developers who noticed Claude defaulting to loops everywhere ⏱ ~25 min intermediate

Wann einsetzen: Any MATLAB authoring task — from scripts to toolboxes.

Ablauf
  1. Describe the task
    Write a function that computes the moving-window correlation of two time series — MATLAB, idiomatic.✓ Kopiert
    → Vectorized implementation, correct function signature, docstring
  2. Ask for tests
    Add MATLAB unit tests using matlab.unittest.✓ Kopiert
    → Tests in a separate file following MATLAB Test conventions
  3. Profile
    If this is called in a tight loop, how would you profile and speed it up?✓ Kopiert
    → tic/toc or profile() suggestions, preallocation hints

Ergebnis: Idiomatic, fast, tested MATLAB code.

Fallstricke
  • Claude reaches for Python-style loops — Explicitly ask for vectorized form; reference MATLAB docs style
Kombinieren mit: filesystem

Port a Python/NumPy script to MATLAB correctly

👤 Engineers moving research code into a MATLAB pipeline ⏱ ~30 min intermediate

Wann einsetzen: You have a NumPy prototype and need a clean MATLAB equivalent.

Ablauf
  1. Share the Python
    Port this NumPy script to MATLAB. Preserve numerical behavior — flag where semantics differ.✓ Kopiert
    → Translated code + explicit notes on 1-indexing, broadcasting, default dtypes
  2. Verify with a test
    Write a side-by-side test that shows both produce the same outputs on known inputs.✓ Kopiert
    → A small cross-check script

Ergebnis: MATLAB port with documented semantic differences.

Fallstricke
  • Off-by-one from zero- vs one-indexing — Claude should call these out; if not, re-ask

Kombinationen

Mit anderen MCPs für 10-fache Wirkung

skills-skill-4 + filesystem

Work across a MATLAB Projects folder structure

Read +mytools/, add a new function, and update the tests package.✓ Kopiert
skills-skill-4 + github

Open PRs for MATLAB codebases with proper test coverage

Open a PR that adds the new function + tests.✓ Kopiert

Werkzeuge

Was dieses MCP bereitstellt

WerkzeugEingabenWann aufrufenKosten
matlab-authoring task description Any MATLAB task 0
matlab-testing function under test After authoring 0
perf-guidance slow code + context When something is too slow 0

Kosten & Limits

Was der Betrieb kostet

API-Kontingent
none
Tokens pro Aufruf
~3–10k per task
Kosten in €
free; MATLAB license sold separately
Tipp
Constrain to a specific toolbox when asking — reduces context

Sicherheit

Rechte, Secrets, Reichweite

Credential-Speicherung: none
Datenabfluss: none

Fehlerbehebung

Häufige Fehler und Lösungen

Generated code uses a toolbox you don't have licensed

Tell Claude which toolboxes are available.

Prüfen: ver in MATLAB
Script errors in older MATLAB

Specify your MATLAB release; skill adapts suggestions.

Prüfen: version in MATLAB

Alternativen

skills vs. andere

AlternativeWann stattdessenKompromiss
jupyterYou're really doing Python science and only occasionally MATLABDifferent ecosystem

Mehr

Ressourcen

📖 Offizielle README auf GitHub lesen

🐙 Offene Issues ansehen

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