Summary

FIRERPA/LAMDA is an advanced Android RPA framework designed for next-generation mobile automation. It offers a powerful, on-device solution for developers and power users needing robust control and AI-driven capabilities for Android devices.

How It Works

This framework provides a lightweight, on-device Android automation stack with no external dependencies. It unifies low-latency remote desktop capabilities with over 160 APIs for comprehensive device control, UI automation, OCR, image matching, and file I/O. AI-ready agents and extensible tool-calling are integrated, alongside production-grade utilities like ADB/SSH/SCP, script encryption, and reverse tooling support (Frida, IDA debugging).

Quick Start & Requirements

The framework is designed for non-intrusive, stable automation across Android 6.0 to 16, including emulators and cloud phones. It requires no complex configuration and supports rooted, long-running services. A Python SDK is available, implying Python is a prerequisite. Official documentation and community channels (TELEGRAM, QQ Group) are provided.

Highlighted Details

• Extensive API coverage: 160+ APIs for system configuration, app/process control, UI interactions, file management, encrypted storage, OCR, and image matching.
• On-device architecture: Lightweight, no external dependencies, ensuring minimal footprint and enhanced security.
• Integrated Remote Desktop: Features file transfer, WebSocket video streaming (MJPEG/H.264), touch streaming, UI inspection, and event monitoring for diagnostics.
• Production-ready tooling: Includes ADB/SSH/SCP, logging, API locking, certificates, script encryption, proxy/VPN/MITM utilities, and reverse engineering support (Frida persistence, IDA debugging, binary patching).
• AI Integration: Built with AI-ready agents and extensible tool-calling capabilities for advanced automation scenarios.

Maintenance & Community

Community support is available via TELEGRAM and QQ Group. No specific details on core contributors, sponsorships, or a public roadmap are provided in the README.

Licensing & Compatibility

The project is explicitly stated as "not entirely open source" to mitigate countermeasures, though it remains free for community use. Users are welcome to reverse-engineer for security analysis. Specific licensing terms and commercial use compatibility are not detailed, implying potential restrictions.

Limitations & Caveats

The primary caveat is that the project is not fully open source, which may impact transparency and customizability for some users. Specific commercial use restrictions are not detailed.