This project addresses AI agent failures in payment and API calls by providing a self-healing runtime. It automatically diagnoses, fixes, and learns from errors, boasting up to 90.3% auto-recovery. Designed for developers of autonomous agents, it significantly enhances operational stability and reduces costs through intelligent, continuous error resolution.

How It Works

Helix wraps agent functions, employing a 6-stage PCEC pipeline (Perceive, Construct, Evaluate, Commit, Verify, Gene) upon failure. Detected errors are intelligently fixed, and successful strategies are stored in a SQLite-based "Gene Map" powered by reinforcement learning. This enables sub-millisecond, cost-free fixes for recurring errors, eliminating the need for repeated diagnosis or LLM calls.

Quick Start & Requirements

• Installation: npm install @helix-agent/core (Node.js), pip install helix-agent-sdk (Python), or docker run -d -p 7842:7842 adrianhihi/helix-server.
• VialOS Beta: VialOS Runtime integration requires the --beta flag.
• Links: Project hosted on GitHub.

Highlighted Details

• Claims up to 90.3% auto-recovery through intelligent error fixing.
• Offers observe, auto, and full modes with varying risk levels.
• Built on the VialOS Runtime, featuring a PCEC Engine, Gene Map, and advanced learning modules (Meta-Learning, Federated Learning).
• Supports payment (Coinbase, Tempo, Privy) and API verticals, extensible via custom adapters.
• Undergoes "Self-Evolution" via Meta-Learning, Self-Play, and Auto Strategy Generation.

Maintenance & Community

Hosted on GitHub (adrianhihi/helix), accepting contributions, particularly new PlatformAdapter implementations. CONTRIBUTING.md provides guidelines. No specific community channels are listed.

Licensing & Compatibility

• License: MIT.
• Compatibility: Permissive MIT license allows commercial use and integration into closed-source applications.

Limitations & Caveats

VialOS Runtime integration is currently in Beta. Key features like Budget Intelligence, Gene Registry Cloud, and Executable Strategy Generation are planned but not yet implemented. A warning exists regarding a similarly named, incorrect third-party npm package.