
KrakenSense is an open-source autonomous trading agent built for the Kraken CLI track. It runs a scheduled loop (default every 5 minutes), fetches OHLC market data through Kraken CLI, and computes a multi-strategy “AI brain” that combines RSI, MACD-style momentum, Bollinger mean reversion, and breakout signals with market regime detection. Strategies are merged using weighted voting so decisions adapt when markets trend, chop, or shift bias. Each cycle produces transparent outputs: price context, RSI, moving average context, a final BUY/SELL/HOLD decision, a confidence score, and a human-readable explanation suitable for judges and auditors. Risk management enforces a stop-loss, maximum position sizing per symbol, and a daily drawdown circuit breaker to reduce runaway exposure. Execution is routed through Kraken CLI for both paper and live modes, with structured JSON logging of every decision and execution outcome. A modern Streamlit dashboard visualizes equity, RSI, candlestick-style charts, activity feed, and downloadable CSV history for demos and verification. The project is designed for hackathon submission: reproducible setup via environment configuration, MIT licensing, and a performance report generator for evidence-friendly summaries.
12 Apr 2026