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Mobile Automation

CommunityPopular
K9i-0
mobile-automation

FlutterアプリのUI動作をシミュレーターで検証する、またはBridgeとのE2Eを確認するときに使う。

Overview

PublisherK9i-0
Repositoryccpocket
Skill namemobile-automation
Stars
1.1K
Forks
115
Bundled files
4
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.

  • 4 bundled files

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

  • Open source

    Published by K9i-0 on GitHub. Read the source before you install it.

Installation

Install the Mobile Automation 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/K9i-0/ccpocket/tree/main/.claude/skills/mobile-automation
  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/K9i-0/ccpocket.git /tmp/ccpocket
mkdir -p .claude/skills
cp -r /tmp/ccpocket/.claude/skills/mobile-automation .claude/skills/mobile-automation
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Mobile Automation 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 Mobile Automation 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 Mobile Automation 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.

Mobile Automation

検証対象に応じて必要な参照だけ読む。dart-mcp / Marionette で実行時の状態を確認する。

実行範囲

  • 既定はiOSシミュレーターとテスト用Bridge 8766。ユーザーが指定したデバイス・接続先を優先する。本番 8765 のプロセスを停止しない。
  • プロジェクトルートは git rev-parse --show-toplevel、アプリはその配下の apps/mobile。
  • 検証する挙動と期待結果を決め、関連するシナリオを選ぶ。単純なUI確認は直接操作する。複数画面の独立した検証は、利用可能なら e2e-verifier 等へ委譲できる。
  • 操作には現在の get_interactive_elements のキー・boundsを使う。画面遷移やジェスチャー後は結果を確認する。
  • 要素・ログで挙動を確認し、外観・レイアウトの変更はスクリーンショットで目視する。枚数は検証対象に応じて選ぶ。
  • 終了時は自分が起動したアプリ・BridgeだけPIDを指定して停止する。プレビュー継続を依頼されている場合は残し、接続方法を報告する。
  • 検証結果と未確認の範囲を報告する。Mock表示の成功を実通信の成功として扱わない。

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 Mobile Automation AI skill do?

FlutterアプリのUI動作をシミュレーターで検証する、またはBridgeとのE2Eを確認するときに使う。

Why use Mobile Automation on TypingMind?

Because you install it once and use it with any model. Mobile Automation 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 Mobile Automation in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/K9i-0/ccpocket/tree/main/.claude/skills/mobile-automation. 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 Mobile Automation?

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 Mobile Automation?

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

Is the Mobile Automation AI skill free?

Yes. It is published on GitHub by K9i-0 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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