An autonomous AI agent skill that builds production-ready React Native mobile applications by orchestrating the Antigravity IDE and Peekaboo UI automation tool.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install autonomous-mobile-builder
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install autonomous-mobile-builder using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Autonomous Mobile App Builder?
This skill leverages a System Override protocol to transform a local environment into an autonomous mobile development factory. By integrating with Openclaw Skills, it utilizes the Antigravity IDE and Peekaboo computer vision capabilities to navigate UI elements, execute commands, and manage complex build lifecycles without human intervention.
The core philosophy of this skill is delegation. It does not just write code; it manages the entire IDE environment, handling everything from project initialization via ag-kit to responding to UI prompts like Apply or Build. It is designed for developers who need to move from intent to a functional React Native MVP rapidly while maintaining high technical standards.
Autonomous Mobile App Builder Use Cases
- Rapid prototyping of React Native mobile applications from a single text prompt.
- Automating the setup and initialization of mobile development environments for new projects.
- Hands-free MVP generation for mobile startups and independent developers.
- Testing autonomous agent orchestration within the Antigravity ecosystem.
- Scaling mobile development workflows by delegating repetitive UI-driven tasks to an agent.
How Autonomous Mobile App Builder Works
- The agent performs a pre-flight check using Peekaboo to ensure the Antigravity environment is accessible and permissions are granted.
- It initializes the project directory and bootstraps the codebase using the ag-kit init command to create a standardized foundation.
- The skill launches the Antigravity IDE using absolute paths and monitors the system for a ready state via JSON UI inspection.
- It focuses the IDE window and executes a hotkey sequence to activate Agent Mode.
- A comprehensive brainstorm prompt is injected into the interface, instructing the internal orchestrator to build the React Native app.
- An autonomous monitoring loop begins, where Peekaboo observes the UI for activity indicators, clicking buttons like Apply or Trust until the process is complete.
Autonomous Mobile App Builder Setup
To get started with this skill within the Openclaw Skills framework, ensure your environment meets the following requirements:
# 1. Install Peekaboo for UI automation
brew install peekaboo
# 2. Install ag-kit for project initialization
npm install -g ag-kit
# 3. Create a dedicated projects directory
mkdir -p ~/projects
# 4. Verify system permissions for screen recording and accessibility
/opt/homebrew/bin/peekaboo see --app Antigravity --json
Autonomous Mobile App Builder Data Schema & Taxonomy
The skill organizes data across the local filesystem and interprets UI state through structured JSON.
| Data Component | Description |
|---|---|
| Project Path | Located at /Users/dulorai/projects/[APP_NAME] |
| Agent Metadata | Stored in the .agent directory within the project root |
| UI State | Captured as JSON containing ui_elements with title, role, and id keys |
| Launch Logs | Process output saved to /tmp/antigravity_launch.log |
Autonomous Mobile App Builder Advanced Features
- Multi-agent orchestration support using the /orchestrator command for complex feature sets.
- Intelligent UI monitoring loop that executes up to 30 cycles of autonomous decision-making.
- Physical UI interaction simulation, including physical clicks and typing, to bypass API limitations.
- Mandatory quiet-state detection that ensures the agent only interacts when the IDE has finished processing.
- Automated project sanitation that converts user intent into standardized lowercase-hyphenated naming conventions.
SKILL.md
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