The Aegis dynamic fee hook introduces a fully on-chain, self-regulating dynamic fee system built with Uniswap v4 hooks. It adjusts swap fees per block based on real-time price movement, protecting LPs against spikes, MEV, and toxic flow while optimizing yield during volatility.