The framework distinguishes true digital asset market resilience from mere activity by analyzing liquidity depth, venue risk, leverage, demand durability, and infrastructure health to enhance informed risk management.

This framework highlights analyzing liquidity regimes, leverage, exchange reserves, stablecoin issuance, DEX/CEX volumes, derivatives, and on-chain data to better understand digital asset market dynamics beyond price alone.