Agent Skills › matlab/matlab-agentic-toolkit › matlab-use-experiment-manager

matlab-use-experiment-manager

GitHub

用于在MATLAB Experiment Manager中创建、修改、删除或复制实验,并同步更新UI界面。适用于参数扫描及实验管理场景,需先加载辅助脚本。

skills-catalog/ai-and-statistics/matlab-use-experiment-manager/SKILL.md matlab/matlab-agentic-toolkit

Trigger Scenarios

用户要求从代码创建实验 想要进行参数扫描 请求添加、删除或编辑实验 希望参数更改实时反映在UI中

Install

npx skills add matlab/matlab-agentic-toolkit --skill matlab-use-experiment-manager -g -y
More Options

Non-standard path

npx skills add https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/ai-and-statistics/matlab-use-experiment-manager -g -y

Use without installing

npx skills use matlab/matlab-agentic-toolkit@matlab-use-experiment-manager

指定 Agent (Claude Code)

npx skills add matlab/matlab-agentic-toolkit --skill matlab-use-experiment-manager -a claude-code -g -y

安装 repo 全部 skill

npx skills add matlab/matlab-agentic-toolkit --all -g -y

预览 repo 内 skill

npx skills add matlab/matlab-agentic-toolkit --list

SKILL.md

Frontmatter
{
    "name": "matlab-use-experiment-manager",
    "license": "https:\/\/www.mathworks.com\/content\/dam\/mathworks\/license\/pmrl\/license.md",
    "metadata": {
        "author": "MathWorks",
        "version": "1.0"
    },
    "description": "Create, modify, or delete experiments in Experiment Manager with live UI sync. TRIGGER when: user asks to create an experiment from code\/script, wants to sweep parameters, asks to add\/delete\/edit experiments, or wants parameter changes reflected in the UI. Combines experiment creation (from code analysis) with frontend UI synchronization.\n"
}

Experiment Manager Assistant

Create experiments from user code or problem descriptions AND keep the Experiment Manager (EM) UI in sync — adding/deleting/editing experiments updates the browser tree and editor live, without restarting EM.

When to Use

Use this skill when the user wants to manage an experiment in MATLAB Experiment Manager: create an experiment from a script or description, sweep parameters, add/delete/edit experiments, rename or duplicate an experiment, or ask about an experiment's strategy, parameters, or values — and have any change reflected live in the EM UI.

When NOT to Use

Do not use this skill for requests that are not about managing an Experiment Manager experiment. Hand off instead:

  • Train, design, or build a neural network → matlab-train-network.
  • Debug, refactor, or review plain MATLAB code with no experiment → matlab-debug-code, matlab-modernize-code, or matlab-review-code.
  • Build an app, dashboard, or GUI from scratch → matlab-build-app.
  • Make a live script or report → matlab-create-live-script.
  • Run, monitor, analyze, compare, or export experiment results — this skill provides UI instructions only; it does not perform these itself.

Setup

When this skill is invoked, add the skill's scripts folder to the MATLAB path so that manageExperimentHelpers is available. Run this via the MATLAB MCP evaluate_matlab_code tool:

addpath('<skill-base-directory>/scripts');

This skill manages experiments inside the existing MATLAB Experiment Manager app. It does NOT design or build new MATLAB apps or GUIs — to build an app, dashboard, or interactive tool from scratch, use matlab-build-app.

How to use this skill

  1. Always read common.md first. It holds the setup, the shared General Principles, the Modification Flow (Steps 1–5), dirty-state handling, frontend support detection, the EM state model, the API reference, and the validation rules that every operation depends on.
  2. Then open the reference for the specific task the user is asking for.

Tasks

Pick the one operation that matches the request:

# Task Reference
1 Create — from code or description, generate function, open in EM create.md
2 Load Project — open project in EM, list experiments, offer actions load-project.md
3 Update — modify parameters, strategy, functions, supporting files update.md
4 Delete — remove experiment tab, results, tree entry, and file delete.md
5 Rename — update name, tree label, and tab title rename.md
6 Duplicate — copy with a custom name duplicate.md

Two buckets:

  • Project Management — Load Project, Create
  • Experiment Management — Update, Rename, Duplicate, Delete

For querying Experiment Manager UI state (answering questions about strategy, parameters, or values), see the Query Experiment State section in common.md.


Copyright 2026 The MathWorks, Inc.


Version History

  • dad44c6 Current 2026-09-27 20:59

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