DeFi Liquidation Predictors

Implementation Details

Class Names

Model Name	Parameters Class	Data Class
DeFiLiquidationPredictors	LiquidationQueryParams	LiquidationPredictorData

Import Statement

pythonCopyEditfrom satoshi_terminal.models.defi_liquidation_predictors import (
    DeFiLiquidationPredictors,
    LiquidationQueryParams,
    LiquidationPredictorData,
)

---

Parameters

Name	Type	Description	Default	Optional
protocol_name	str	Name of the protocol to monitor (e.g., Aave, MakerDAO).	None	False
at-risk_threshold	float	Minimum collateralization ratio to flag positions as at-risk.	1.5	True
time_horizon	int	Forward-looking time horizon (in hours) for liquidation risk projections.	24	True

---

Data

Name	Type	Description
protocol_name	str	Protocol being analyzed for liquidation risks.
at_risk_positions	int	Total number of positions flagged as at-risk.
largest_liquidation	dict	Details of the largest potential liquidation event (wallet, amount, asset).
projected_liquidation	float	Estimated liquidation volume (in USD).
timestamp	datetime	Timestamp of the analysis.

---

Key Features

• Real-Time At-Risk Position Tracking: Continuously monitors lending and borrowing positions for collateralization risks.

• Market Impact Projections: Simulate the price impact of liquidation events on tokens and protocols.

• Multi-Protocol Monitoring: Simultaneous analysis of liquidation risks across interconnected protocols.

• Threshold Customization: User-defined thresholds for flagging at-risk positions.