Staxo Trading Agent

Staxo Trading Agent is an autonomous AI-powered trading agent that executes strategies programmatically via the Kraken CLI. Born from the Staxo ecosystem, a crypto education and practice trading platform, this agent brings real market intelligence to automated execution. The agent combines multi-timeframe technical analysis including RSI, MACD, Bollinger Bands, and volume profiles with an AI-driven strategy selector that adapts to current market conditions in real time. It continuously monitors the market and executes trades on hourly cycles. Core capabilities: - Self-tuning parameters that optimize based on recent trade performance and win rates - Dynamic risk management with intelligent position sizing, stop-loss placement, and portfolio-wide exposure limits - Volatility detection mode that activates during rapid market moves for faster reaction - Real-time trade alerts and full portfolio tracking delivered via Telegram - Multi-pair support across major crypto pairs on Kraken The system is built on production-tested infrastructure that has been running live on crypto markets. For this hackathon, we are adapting the execution layer to leverage Kraken CLI as the primary trading interface, combining our proven AI strategy engine with Kraken's established trading infrastructure. The architecture is modular: signal generation, risk evaluation, and order execution are separated, making it straightforward to add new strategies, swap execution backends, or integrate additional data sources. Everything runs autonomously with full observability through structured logging and Telegram notifications.