Autonomous Trading

概要

This skill enables the setup of a fully autonomous trading environment based on the AI-Trader pattern. It automates the entire investment lifecycle, from screening market universes like the NASDAQ 100 and performing multi-model analysis to executing paper trades and providing real-time status updates through Telegram. By implementing a continuous background loop, it handles market timing, risk-based position sizing, and daily portfolio summaries, allowing for sophisticated algorithmic trading without manual intervention.

主な機能

• Multi-model analysis orchestrator that aggregates AI decisions for trade consensus
• 0 GitHub stars
• Real-time Telegram notifications for trade executions and daily P&L summaries
• Automated stock screening based on volume, price volatility, and news catalysts
• Risk-based position sizing and automated trade execution on Alpaca paper trading
• Continuous background scheduling for market-day operations and reporting

ユースケース

• Setting up a continuous background trading bot that operates independently during market hours
• Implementing a multi-model consensus system to validate stock picks before execution
• Automating daily portfolio reporting and real-time trade alerts to mobile devices