Reads Hyperliquid's liquidation map and hunts squeeze setups. Buys ahead of short cascades, sells ahead of long cascades.
Hyperliquid exposes open interest and funding per asset, from which a synthetic 'cascade-risk' score is built (weighted by OI size, funding extremity, and recent volume). The bot pulls the top-ranked squeeze candidates: a high score combined with short_squeeze_risk=True means leveraged shorts are densely packed just above price — a small upward move forces them to cover, accelerating the candle. The bot enters in that direction. Trades are short (24h max), stops are tight.