Multi-Dimensional Risk Profiling

Implementation Details

Class Names

Model Name	Parameters Class	Data Class
MultiDimensionalRiskProfiling	MultiDimensionalRiskQueryParams	MultiDimensionalRiskData

Import Statement

pythonCopyEditfrom satoshi_terminal.models.multi_dimensional_risk_profiling import (
    MultiDimensionalRiskProfiling,
    MultiDimensionalRiskQueryParams,
    MultiDimensionalRiskData,
)

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Parameters

Name	Type	Description	Default	Optional
protocol_name	str	Name of the protocol to analyze (e.g., "Uniswap," "Aave").	None	False
risk_categories	List[str]	Specific risk categories to focus on (e.g., "Technical," "Market," "Governance").	None	True
time_horizon	int	Forward-looking time horizon for risk projection (in days).	30	True
dependency_depth	int	Depth of dependency mapping for protocol relationships (e.g., nested contracts).	3	True

---

Data

Name	Type	Description
protocol_name	str	Name of the protocol analyzed.
risk_layer	str	Specific layer of risk (e.g., "Market," "Technical," "Governance").
risk_score	float	Composite risk score (0-100) for the specific risk layer.
dependency_map	dict	Nested mapping of protocol dependencies and their associated risks.
cascading_risk_amplification	float	Projected amplification of risks through interdependencies.
timestamp	datetime	Timestamp of the analysis.

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Key Features

• Layered Risk Assessment: Break down protocol risks into multiple layers, including technical (smart contract vulnerabilities), market (liquidity and volatility), and governance (centralization risks).

• Dependency Risk Mapping: Identify critical interdependencies between protocols, such as lending platforms relying on external price oracles.

• Cascading Risk Simulation: Model how failures in one component (e.g., oracle failure) can propagate to dependent protocols.

• Dynamic Weight Adjustments: Allow users to adjust the weight of each risk category based on their strategy or exposure.

• Custom Risk Models: Support for user-defined risk parameters and thresholds tailored to specific protocols or assets.