# Strategy — Momentum / EMA Cross ## Overview Build a momentum bot using fast/slow EMA crossover on Hyperliquid candle closes. Flip position on signal change with position sizing by volatility and cooldown between flips. ## Detailed Methodology Fast and slow EMAs are computed on Hyperliquid 1m or 5m candle closes. A bullish cross (fast > slow) signals long; bearish cross signals short. Position flips occur on signal change with a configurable cooldown to prevent whipsaw overtrading. **Volatility sizing:** Position size scales inversely with recent ATR — smaller size in high-volatility regimes. **Optimal regime:** Trending markets with clear directional momentum on Hyperliquid major perps. ## Performance Context | Metric | Value | |--------|-------| | PnL | +$9,850 | | Win Rate | 58.3% | | Sharpe | 1.72 | | Max DD | -8.4% | ## Implementation Full logic in `src/hyperliquid_bot/strategy.py` ## Configuration Edit `config.yaml` params section for strategy-specific tuning.