Specialized Agents
This document provides comprehensive documentation for all the specialized agents in the Ava Portfolio Manager system. These agents provide specific functionality for different blockchain networks, protocols, and use cases.
Overview
The Ava Portfolio Manager system includes several specialized agents that handle specific blockchain networks, protocols, and DeFi operations. Each agent is designed to integrate seamlessly with the overall system while providing deep expertise in their respective domains.
Chain-Specific Agents
Hedera Agent
The Hedera Agent provides comprehensive integration with the Hedera Hashgraph network, supporting native token operations, consensus service interactions, and smart contract deployments.
Key Features
Native Token Support: Full HBAR balance management and transfers
Fungible Token Service: Create and manage HTS tokens
Consensus Service: Topic creation and message submission
Smart Contract Integration: Deploy and interact with smart contracts
Account Management: Multi-account support with secure key management
Architecture
interface HederaAgent {
// Core Hedera Kit integration
hederaKit: HederaAgentKit;
// Configuration
config: {
accountId: string;
privateKey: string;
network: 'mainnet' | 'testnet' | 'previewnet';
};
// Operations
operations: {
createFungibleToken: (options: FTOptions) => Promise<TokenId>;
transferToken: (tokenId: string, toAccountId: string, amount: number) => Promise<TransactionResult>;
getHbarBalance: (accountId?: string) => Promise<number>;
createTopic: (topicMemo: string, isSubmitKey?: boolean) => Promise<TopicId>;
submitTopicMessage: (topicId: string, message: string) => Promise<TransactionResult>;
};
}Usage Examples
// Balance query
eventBus.emit('task-manager-hedera', {
taskId: 'hbar-balance-001',
task: 'Get HBAR balance for account 0.0.123456'
});
// Token creation
eventBus.emit('task-manager-hedera', {
taskId: 'create-token-001',
task: JSON.stringify({
operation: 'createFungibleToken',
params: {
name: 'MyToken',
symbol: 'MTK',
decimals: 8,
initialSupply: 1000000
}
})
});Sonic Agent
The Sonic Agent provides integration with the Sonic blockchain, focusing on high-performance DeFi operations and market-making strategies.
Key Features
Sonic Market Integration: Direct integration with Sonic's native DEX
High-Speed Trading: Optimized for low-latency trading operations
MarginZero Protocol: Advanced options trading capabilities
Liquidity Management: Automated liquidity provision and management
Cross-Chain Bridge: Seamless asset transfers to/from Sonic
Architecture
interface SonicAgent {
// Market integration
sonicProvider: SonicMarketProvider;
marginZeroProvider?: MarginZeroProvider;
// Configuration
config: {
chainId: CHAIN_IDS;
rpcUrl: string;
account: Account;
};
// Operations
operations: {
getMarketData: () => Promise<MarketData>;
executeTrade: (params: TradeParams) => Promise<TradeResult>;
manageLiquidity: (params: LiquidityParams) => Promise<LiquidityResult>;
bridgeAssets: (params: BridgeParams) => Promise<BridgeResult>;
};
}Zircuit Agent
The Zircuit Agent provides integration with the Zircuit L2 network, focusing on privacy-preserving DeFi operations.
Key Features
Privacy-First Operations: Zero-knowledge proof integration
L2 Optimization: Gas-efficient transaction batching
Cross-Layer Bridge: Seamless L1/L2 asset transfers
Privacy Pools: Anonymous liquidity provision
Compliance Features: Built-in compliance and reporting tools
Architecture
interface ZircuitAgent {
// Network integration
account: Account;
aiProvider?: AIProvider;
// Privacy features
zkProofSystem: ZKProofSystem;
privacyPool: PrivacyPool;
// Operations
operations: {
executePrivateTrade: (params: PrivateTradeParams) => Promise<TradeResult>;
bridgeToL2: (params: BridgeParams) => Promise<BridgeResult>;
generateZKProof: (params: ProofParams) => Promise<ZKProof>;
joinPrivacyPool: (params: PoolParams) => Promise<PoolResult>;
};
}Sui Agent
The Sui Agent provides comprehensive integration with the Sui blockchain, supporting Move-based smart contracts and parallel execution.
Key Features
Move Language Support: Native Move smart contract interaction
Parallel Execution: Multi-threaded transaction processing
Object-Oriented Model: Sui's unique object ownership model
DeFi Protocol Integration: Support for major Sui DeFi protocols
NFT Management: Comprehensive NFT operations
Architecture
interface SuiAgent {
// Sui SDK integration
suiClient: SuiClient;
// Protocol integrations
protocols: {
cetus: CetusProtocol;
navi: NaviProtocol;
aftermath: AftermathProtocol;
bluefin: BluefinProtocol;
};
// Operations
operations: {
executeMove: (params: MoveParams) => Promise<MoveResult>;
swapTokens: (params: SwapParams) => Promise<SwapResult>;
provideLiquidity: (params: LiquidityParams) => Promise<LiquidityResult>;
managePerpetuals: (params: PerpParams) => Promise<PerpResult>;
};
}Protocol-Specific Agents
CoW Trading Agent
The CoW Trading Agent integrates with CoW Protocol to provide MEV-protected trading with batch auctions and gasless transactions.
Key Features
MEV Protection: Protection against front-running and sandwich attacks
Batch Auctions: Efficient batch settlement for better prices
Gasless Trading: Meta-transactions with gasless execution
Coincidence of Wants: Automatic order matching for better prices
Surplus Redistribution: Fair surplus distribution to traders
Architecture
interface CoWTradingAgent {
// CoW Protocol integration
cowProtocol: CoWProtocol;
// Order management
orderManager: OrderManager;
// Operations
operations: {
createOrder: (params: OrderParams) => Promise<OrderResult>;
batchSettle: (orders: Order[]) => Promise<SettlementResult>;
calculateSurplus: (order: Order) => Promise<SurplusResult>;
executeGaslessSwap: (params: SwapParams) => Promise<SwapResult>;
};
}Enso Agent
The Enso Agent provides integration with Enso Finance for cross-protocol DeFi operations and yield optimization.
Key Features
Cross-Protocol Integration: Unified interface for multiple DeFi protocols
Yield Optimization: Automated yield farming strategies
Strategy Management: Dynamic strategy adjustment based on market conditions
Risk Management: Comprehensive risk assessment and mitigation
Portfolio Rebalancing: Automated portfolio optimization
Architecture
interface EnsoAgent {
// Enso Finance integration
ensoFinance: EnsoFinance;
// Strategy management
strategyManager: StrategyManager;
// Operations
operations: {
executeStrategy: (params: StrategyParams) => Promise<StrategyResult>;
optimizeYield: (params: YieldParams) => Promise<YieldResult>;
rebalancePortfolio: (params: RebalanceParams) => Promise<RebalanceResult>;
assessRisk: (params: RiskParams) => Promise<RiskResult>;
};
}LIT Agent Wallet
The LIT Agent Wallet provides decentralized key management and programmable signing using LIT Protocol.
Key Features
Decentralized Key Management: Distributed key generation and management
Programmable Signing: Conditional transaction signing based on custom logic
Multi-Chain Support: Cross-chain key management and signing
Threshold Signatures: Multi-party signature schemes
Access Control: Fine-grained access control for wallet operations
Architecture
interface LITAgentWallet {
// LIT Protocol integration
litProtocol: LITProtocol;
// Key management
keyManager: KeyManager;
// Operations
operations: {
generateKeys: (params: KeyGenParams) => Promise<KeyResult>;
signTransaction: (params: SignParams) => Promise<SignResult>;
setAccessControl: (params: AccessParams) => Promise<AccessResult>;
executeConditionalSign: (params: ConditionalParams) => Promise<SignResult>;
};
}Safe Wallet Agent
The Safe Wallet Agent provides integration with Safe (formerly Gnosis Safe) for multi-signature wallet operations.
Key Features
Multi-Signature Support: Configurable multi-sig wallet operations
Transaction Batching: Batch multiple transactions for efficiency
Proposal System: Democratic transaction proposal and approval
Module System: Extensible functionality through Safe modules
Recovery Mechanisms: Social recovery and guardian systems
Architecture
interface SafeWalletAgent {
// Safe integration
safeSDK: SafeSDK;
// Multi-sig management
multiSigManager: MultiSigManager;
// Operations
operations: {
createSafe: (params: SafeParams) => Promise<SafeResult>;
proposeTransaction: (params: ProposalParams) => Promise<ProposalResult>;
executeTransaction: (params: ExecuteParams) => Promise<ExecuteResult>;
addOwner: (params: OwnerParams) => Promise<OwnerResult>;
};
}Sei Money Market Agent
The Sei Money Market Agent provides integration with Sei's money market protocols for lending and borrowing operations.
Key Features
Lending Operations: Automated lending strategy optimization
Borrowing Management: Intelligent borrowing with collateral management
Liquidation Protection: Proactive liquidation risk management
Yield Optimization: Cross-protocol yield optimization
Risk Assessment: Real-time risk monitoring and alerts
Architecture
interface SeiMoneyMarketAgent {
// Sei blockchain integration
seiClient: SeiClient;
// Money market protocols
moneyMarkets: MoneyMarketProtocol[];
// Operations
operations: {
lendAssets: (params: LendParams) => Promise<LendResult>;
borrowAssets: (params: BorrowParams) => Promise<BorrowResult>;
repayLoan: (params: RepayParams) => Promise<RepayResult>;
liquidatePosition: (params: LiquidateParams) => Promise<LiquidateResult>;
};
}Superchain Bridge Agent
The Superchain Bridge Agent provides seamless asset transfers across the Optimism Superchain ecosystem.
Key Features
Cross-Chain Transfers: Efficient asset bridging between Superchain networks
Optimistic Rollup Support: Native support for Optimism and its ecosystem
Batch Processing: Efficient batch processing for multiple transfers
Fee Optimization: Intelligent fee optimization across chains
Security Features: Enhanced security with fraud proof integration
Architecture
interface SuperchainBridgeAgent {
// Superchain integration
superchainSDK: SuperchainSDK;
// Bridge management
bridgeManager: BridgeManager;
// Operations
operations: {
bridgeAssets: (params: BridgeParams) => Promise<BridgeResult>;
batchTransfer: (params: BatchParams) => Promise<BatchResult>;
optimizeFees: (params: FeeParams) => Promise<FeeResult>;
validateTransfer: (params: ValidateParams) => Promise<ValidateResult>;
};
}Utility Agents
Task Manager Agent
The Task Manager Agent serves as the central coordinator for all agent operations, managing task distribution and execution flow.
Key Features
Task Orchestration: Intelligent task routing and coordination
Load Balancing: Efficient task distribution across agents
Dependency Management: Task dependency resolution and execution ordering
Error Handling: Comprehensive error handling and recovery
Performance Monitoring: Real-time performance tracking and optimization
Architecture
interface TaskManagerAgent {
// Task management
taskQueue: TaskQueue;
taskExecutor: TaskExecutor;
// Agent coordination
agentRegistry: AgentRegistry;
// Operations
operations: {
distributeTask: (task: Task) => Promise<TaskResult>;
coordinateExecution: (tasks: Task[]) => Promise<ExecutionResult>;
handleDependencies: (tasks: Task[]) => Promise<DependencyResult>;
monitorPerformance: () => Promise<PerformanceMetrics>;
};
}REF Agent
The REF Agent provides integration with REF Finance on NEAR Protocol for AMM operations and yield farming.
Key Features
NEAR Protocol Integration: Native NEAR blockchain support
AMM Operations: Automated market making and liquidity provision
Yield Farming: Optimized yield farming strategies
Cross-Chain Bridge: NEAR Rainbow Bridge integration
Staking Operations: NEAR staking and delegation
Architecture
interface REFAgent {
// NEAR integration
nearClient: NearClient;
// REF Finance integration
refFinance: REFFinance;
// Operations
operations: {
swapTokens: (params: SwapParams) => Promise<SwapResult>;
provideLiquidity: (params: LiquidityParams) => Promise<LiquidityResult>;
farmYield: (params: FarmParams) => Promise<FarmResult>;
bridgeAssets: (params: BridgeParams) => Promise<BridgeResult>;
};
}Event System Integration
Inter-Agent Communication
All specialized agents integrate with the central event bus for seamless communication:
interface EventBusIntegration {
// Incoming events
incomingEvents: {
[`task-manager-${agentName}`]: (data: TaskData) => Promise<void>;
[`${agentName}-update`]: (data: UpdateData) => Promise<void>;
};
// Outgoing events
outgoingEvents: {
[`${agentName}-task-manager`]: (data: ResultData) => void;
[`${agentName}-error`]: (data: ErrorData) => void;
};
}Event Flow Architecture
flowchart TD
A[Task Manager] --> B{Task Type}
B -->|Hedera| C[Hedera Agent]
B -->|Sonic| D[Sonic Agent]
B -->|Zircuit| E[Zircuit Agent]
B -->|Sui| F[Sui Agent]
B -->|CoW| G[CoW Trading Agent]
B -->|Enso| H[Enso Agent]
B -->|LIT| I[LIT Agent Wallet]
B -->|Safe| J[Safe Wallet Agent]
B -->|Sei| K[Sei Money Market Agent]
B -->|Superchain| L[Superchain Bridge Agent]
B -->|REF| M[REF Agent]
C --> N[Task Results]
D --> N
E --> N
F --> N
G --> N
H --> N
I --> N
J --> N
K --> N
L --> N
M --> N
N --> O[Task Manager]
O --> P[Client Response]Configuration Management
Environment Variables
Each agent requires specific configuration parameters:
interface AgentConfigurations {
// Hedera Agent
HEDERA_ACCOUNT_ID: string;
HEDERA_PRIVATE_KEY: string;
HEDERA_NETWORK: 'mainnet' | 'testnet' | 'previewnet';
// Sonic Agent
SONIC_CHAIN_ID: string;
SONIC_RPC_URL: string;
MARGIN_ZERO_POSITION_MANAGER_ADDRESS: string;
MARGIN_ZERO_OPTION_MARKET_ADDRESS: string;
// Zircuit Agent
ZIRCUIT_RPC_URL: string;
ZIRCUIT_PRIVATE_KEY: string;
// Sui Agent
SUI_RPC_URL: string;
SUI_PRIVATE_KEY: string;
// CoW Trading Agent
COW_PROTOCOL_API_URL: string;
COW_PROTOCOL_CHAIN_ID: string;
// Enso Agent
ENSO_API_KEY: string;
ENSO_API_URL: string;
// LIT Agent Wallet
LIT_PROTOCOL_NETWORK: string;
LIT_PROTOCOL_CHAIN: string;
// Safe Wallet Agent
SAFE_SERVICE_URL: string;
SAFE_WALLET_ADDRESS: string;
// Sei Money Market Agent
SEI_RPC_URL: string;
SEI_PRIVATE_KEY: string;
// Superchain Bridge Agent
OPTIMISM_RPC_URL: string;
BASE_RPC_URL: string;
// REF Agent
NEAR_RPC_URL: string;
NEAR_PRIVATE_KEY: string;
}Error Handling and Recovery
Common Error Patterns
All agents implement standardized error handling:
interface AgentError {
agent: string;
taskId: string;
error: {
code: string;
message: string;
details?: any;
};
timestamp: number;
recoverable: boolean;
}
// Error types
enum AgentErrorType {
NETWORK_ERROR = 'NETWORK_ERROR',
INSUFFICIENT_BALANCE = 'INSUFFICIENT_BALANCE',
INVALID_PARAMETERS = 'INVALID_PARAMETERS',
PROTOCOL_ERROR = 'PROTOCOL_ERROR',
TIMEOUT_ERROR = 'TIMEOUT_ERROR'
}Recovery Mechanisms
Automatic Retry: Configurable retry logic with exponential backoff
Fallback Providers: Alternative RPC providers for network resilience
Graceful Degradation: Reduced functionality during partial failures
State Recovery: Automatic state recovery after system restarts
Performance Optimization
Caching Strategies
Network State Caching: Cache blockchain state for reduced RPC calls
Protocol Data Caching: Cache protocol-specific data for faster access
Configuration Caching: Cache agent configurations for quick startup
Result Caching: Cache computation results for repeated queries
Connection Management
Connection Pooling: Efficient connection management for RPC providers
Load Balancing: Distribute requests across multiple providers
Circuit Breakers: Prevent cascade failures with circuit breaker patterns
Health Monitoring: Continuous health monitoring of external services
Future Enhancements
Planned Features
Advanced AI Integration: Enhanced AI-powered task interpretation
Cross-Chain Coordination: Advanced cross-chain operation coordination
Performance Analytics: Comprehensive performance tracking and optimization
Custom Agent Framework: Framework for creating custom specialized agents
Enhanced Security: Advanced security features and audit capabilities
Integration Roadmap
New Chain Support: Support for additional blockchain networks
Protocol Expansions: Integration with new DeFi protocols
Advanced Strategies: Implementation of advanced trading and yield strategies
Enterprise Features: Enterprise-grade features for institutional use
Compliance Tools: Enhanced compliance and regulatory reporting tools
Best Practices
Agent Development
Modular Design: Keep agents focused on specific domains
Error Resilience: Implement comprehensive error handling
Performance Optimization: Optimize for specific use cases
Security First: Prioritize security in all operations
Monitoring Integration: Include comprehensive monitoring and logging
Integration Guidelines
Event-Driven Architecture: Use event bus for all communications
Standardized Interfaces: Implement consistent interfaces across agents
Configuration Management: Use environment variables for configuration
Testing Strategy: Implement comprehensive testing strategies
Documentation: Maintain comprehensive documentation for all agents
This comprehensive documentation provides a complete overview of all specialized agents in the Ava Portfolio Manager system, their capabilities, architectures, and integration patterns.
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