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skills

作者 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.

▶ 观看演示 📦 安装 💡 使用场景

为什么要用

核心特性

实时演示

实际使用效果

skills-skill-4.replay ▶ 就绪
0/0

安装

作者仓库 · Claude Skills 官方文档

使用场景

实战用法： 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

何时使用： Any MATLAB authoring task — from scripts to toolboxes.

步骤
  1. Describe the task
    Write a function that computes the moving-window correlation of two time series — MATLAB, idiomatic.✓ 已复制
    → Vectorized implementation, correct function signature, docstring
  2. Ask for tests
    Add MATLAB unit tests using matlab.unittest.✓ 已复制
    → 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?✓ 已复制
    → tic/toc or profile() suggestions, preallocation hints

结果： Idiomatic, fast, tested MATLAB code.

注意事项
  • Claude reaches for Python-style loops — Explicitly ask for vectorized form; reference MATLAB docs style
搭配使用： filesystem

Port a Python/NumPy script to MATLAB correctly

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

何时使用： You have a NumPy prototype and need a clean MATLAB equivalent.

步骤
  1. Share the Python
    Port this NumPy script to MATLAB. Preserve numerical behavior — flag where semantics differ.✓ 已复制
    → 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.✓ 已复制
    → A small cross-check script

结果： MATLAB port with documented semantic differences.

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

组合

与其他 MCP 搭配，撬动十倍杠杆

skills-skill-4 + filesystem

Work across a MATLAB Projects folder structure

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

Open PRs for MATLAB codebases with proper test coverage

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

工具

此 MCP 暴露的能力

工具输入参数何时调用成本
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

成本与限制

运行它的成本

API 配额
none
每次调用 Token 数
~3–10k per task
费用
free; MATLAB license sold separately
提示
Constrain to a specific toolbox when asking — reduces context

安全

权限、密钥、影响范围

凭据存储： none
数据出站： none

故障排查

常见错误与修复

Generated code uses a toolbox you don't have licensed

Tell Claude which toolboxes are available.

验证： ver in MATLAB
Script errors in older MATLAB

Specify your MATLAB release; skill adapts suggestions.

验证： version in MATLAB

替代方案

skills 对比其他方案

替代方案何时用它替代权衡
jupyterYou're really doing Python science and only occasionally MATLABDifferent ecosystem

更多

资源

📖 阅读 GitHub 上的官方 README

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