Alfworld Device Operator logo

Alfworld Device Operator

OrganizationPopular
zjunlp
alfworld-device-operator

Operates a device or appliance (like a desklamp, microwave, or fridge) to interact with another object. Use when the task requires using a tool on a target item (e.g., "look at laptop under the desklamp", "heat potato with microwave"). Locates both the device and target object, co-locates them, and executes the appropriate use action (toggle, heat, cool, or clean).

Overview

Publisherzjunlp
RepositorySkillNet
Skill namealfworld-device-operator
Stars
1.4K
Forks
152
Bundled files
1
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by zjunlp on GitHub. Read the source before you install it.

Installation

Install the Alfworld Device Operator AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/alfworld/alfworld-device-operator
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/zjunlp/SkillNet.git /tmp/SkillNet
mkdir -p .claude/skills
cp -r /tmp/SkillNet/experiments/src/skills/alfworld/alfworld-device-operator .claude/skills/alfworld-device-operator
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Alfworld Device Operator in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Alfworld Device Operator on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Alfworld Device Operator is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Instructions

1. Skill Trigger

Activate this skill when the task goal explicitly requires using a device or appliance to interact with a target object. Common indicators include phrases like:

  • "look at [object] under the [device]"
  • "heat [object] with [device]"
  • "cool [object] with [device]"
  • "clean [object] with [device]"

2. Core Execution Flow

Follow this sequence when the skill is triggered:

Phase 1: Locate the Device

  1. Identify the device from the task description (e.g., desklamp, microwave, fridge).
  2. Search common receptacles where such a device is typically found (e.g., desks, sidetables, countertops).
  3. Use the go to {recep} action to navigate to and inspect these locations until the device is found.
  4. Note the device's exact name (e.g., desklamp 1).

Phase 2: Locate the Target Object

  1. Identify the target object from the task description (e.g., laptop, mug, plate).
  2. Search the environment for this object. It may not be near the device initially.
  3. Use the go to {recep} and visual inspection to find the object.
  4. Once found, use take {obj} from {recep} to pick it up.

Phase 3: Co-locate Object and Device

  1. Navigate to the receptacle where the target device is located using go to {recep}.
  2. Ensure you are in the same location as the device before proceeding.

Phase 4: Operate the Device

  1. Execute the final use action. The specific action is determined by the device-object pair:
    • For a desklamp and a viewable object (like a laptop, book), use: toggle {device} {recep}.
    • For a microwave and a heatable object, use: heat {obj} with {device}.
    • For a fridge and a coolable object, use: cool {obj} with {device}.
    • For a faucet/spraybottle and a cleanable object, use: clean {obj} with {device}.
  2. Action Format: The action must use the exact object and device names discovered during Phases 1 & 2.

3. Key Assumptions & Rules

  • Co-location Required: The skill assumes the final action requires the target object and the operating device to be in the same location (on the same receptacle).
  • Device First: Prioritize finding the device before extensively searching for the target object, as the device's location is often a fixed landmark.
  • Invalid Actions: If the environment responds with "Nothing happened," re-evaluate your object/device names and your location. Ensure you are using the correct action verb for the device type.

Example

Scenario: Task is "look at laptop under the desklamp."

Thought: I need to find the desklamp first. It's likely on a sidetable or desk.
Action: go to sidetable 1
Observation: On the sidetable 1, you see a desklamp 1.
Thought: Found the desklamp. Now I need to find the laptop.
Action: go to desk 1
Observation: On the desk 1, you see a laptop 1, a pen 2.
Action: take laptop 1 from desk 1
Observation: You pick up the laptop 1 from the desk 1.
Action: go to sidetable 1
Observation: On the sidetable 1, you see a desklamp 1.
Action: use desklamp 1
Observation: You turn on the desklamp 1.

Result: The laptop is now being examined under the desklamp, completing the task.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Alfworld Device Operator AI skill do?

Operates a device or appliance (like a desklamp, microwave, or fridge) to interact with another object. Use when the task requires using a tool on a target item (e.g., "look at laptop under the desklamp", "heat potato with microwave"). Locates both the device and target object, co-locates them, and executes the appropriate use action (toggle, heat, cool, or clean).

Why use Alfworld Device Operator on TypingMind?

Because you install it once and use it with any model. Alfworld Device Operator is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Alfworld Device Operator in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/alfworld/alfworld-device-operator. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Alfworld Device Operator?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Alfworld Device Operator?

As many as you like. As long as a model supports skills, you can use Alfworld Device Operator with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Alfworld Device Operator AI skill free?

Yes. It is published on GitHub by zjunlp under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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