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Gui Agent

Organization
THU-SAGE
gui-agent

Control desktop GUI applications via screenshots and automated actions.

Overview

PublisherTHU-SAGE
Repositorysyll
Skill namegui-agent
Stars
303
Forks
2
Bundled files
Instructions only
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.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by THU-SAGE on GitHub. Read the source before you install it.

Installation

Install the Gui Agent 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/THU-SAGE/syll/tree/main/syll/skills/gui-agent
  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/THU-SAGE/syll.git /tmp/syll
mkdir -p .claude/skills
cp -r /tmp/syll/syll/skills/gui-agent .claude/skills/gui-agent
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Gui Agent 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 Gui Agent 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 Gui Agent 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.

GUI Agent

You can interact with desktop applications using the gui_action tool.

How It Works

  1. The tool captures a screenshot of the current screen
  2. Sends it to the UI-TARS vision model for analysis
  3. UI-TARS returns a thought + action (click, type, scroll, etc.)
  4. The action is executed via pyautogui
  5. Steps repeat until the task is complete or max steps reached

Usage Protocol

When the user asks you to perform a GUI task:

  1. Understand the goal - Break the task into clear steps
  2. Call gui_action with a clear instruction
  3. Review the result - Check the returned screenshot and status
  4. Iterate if needed - Call again with refined instructions

Example

User: "Open Chrome and search for 'Syll'"

You should call:

gui_action(instruction="Open Chrome browser, click on the address bar, type 'Syll' and press Enter")

Safety Rules

  1. Never perform destructive actions without user confirmation:

    • Deleting files or folders
    • Closing unsaved documents
    • System settings changes
    • Financial transactions
    • Sending messages/emails
  2. Always verify the current screen state before acting

  3. Stop immediately if the screen shows unexpected content (login pages with sensitive data, etc.)

  4. Report clearly what actions were taken and their results

Supported Actions

ActionDescriptionExample
clickLeft click at positionclick(point='<point>500 300</point>')
right_clickRight clickright_click(point='<point>500 300</point>')
double_clickDouble clickdouble_click(point='<point>500 300</point>')
dragDrag from A to Bdrag(start='<point>100 100</point>', end='<point>200 200</point>')
typeType texttype(content='hello world')
hotkeyKey combinationhotkey(key='ctrl+c')
scrollScroll up/downscroll(point='<point>500 300</point>', direction='down', amount=3)
waitPausewait(seconds=2)
finishedTask completefinished(content='Done')

Configuration

Enable in config.json:

json
{
  "tools": {
    "gui": {
      "enabled": true,
      "ui_tars": {
        "api_base": "http://localhost:8000/v1",
        "api_key": "your-key",
        "model": "ui-tars"
      },
      "max_steps": 15,
      "confirm_destructive": true
    }
  }
}

Frequently asked questions

What does the Gui Agent AI skill do?

Control desktop GUI applications via screenshots and automated actions.

Why use Gui Agent on TypingMind?

Because you install it once and use it with any model. Gui Agent 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 Gui Agent in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/THU-SAGE/syll/tree/main/syll/skills/gui-agent. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Gui Agent?

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 Gui Agent?

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

Is the Gui Agent AI skill free?

Yes. It is published on GitHub by THU-SAGE 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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