This framework highlights assessing digital asset market fragility beyond price by analyzing liquidity depth, leverage, counterparty risk, on-chain activity, derivatives, narratives, stablecoin flows, and reflexivity to better anticipate risks.

The framework assesses digital asset market fragility beyond price by analyzing liquidity, leverage, stablecoin flows, on-chain risks, and sentiment to enhance risk management and detect vulnerabilities early.