🤖 Ava the Portfolio Manager
Multiple specialized autonomous AI agents with powerful tools work together to analyze, recommend, and execute optimal DeFi strategies while maintaining user-defined risk parameters and portfolio
Created on 2nd December 2024
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🤖 Ava the Portfolio Manager
Multiple specialized autonomous AI agents with powerful tools work together to analyze, recommend, and execute optimal DeFi strategies while maintaining user-defined risk parameters and portfolio
The problem 🤖 Ava the Portfolio Manager solves
Multiple specialized autonomous AI agents with powerful tools work together in collaberation to analyze, recommend, and execute optimal DeFi strategies while maintaining user-defined risk parameters and portfolio goals currently live on Avalanche , Mode , Base, powered by Brian AI and LangChain
- risk parameters and portfolio balance
- Provides real-time feedback and execution status
🎯 Problem Statement
Managing DeFi portfolios across multiple protocols on Avalanche can be complex and time-consuming.
Users need to:
- Monitor multiple positions across different protocols
- Execute complex multi-step transactions
- Stay updated with the latest crosschain yield opportunities
- Maintain desired portfolio allocations
- React quickly to market changes
💡 Solution
An autonomous AI agent that manages your Avalanche DeFi portfolio by:
- Understanding high-level goals in natural language
- Breaking down complex operations into executable steps
- Automatically executing transactions when needed
- Providing real-time updates and progress tracking
- Maintaining portfolio balance according to user preferences
<img alt="Screenshot 2024-12-01 at 11 15 43 AM" src="https://github.com/user-attachments/assets/30b63286-fd80-
🌟 Key Features
1. Natural Language Interface
- Express portfolio goals in plain English
- No need to understand complex DeFi terminology
- AI translates intentions into actions
2. Autonomous Execution
- Breaks down complex goals into steps
- Executes transactions automatically
- Handles error recovery
- Provides progress updates
3. Portfolio Management
- Multi-protocol position monitoring
- Yield optimization
- Risk management
- Rebalancing capabilities
4. Real-time Updates
- Live execution status
- Progress tracking
- Transaction confirmations
- Performance metrics
5. Agoric Orchestration
- Execute and monitor complex workflows
- Orchestrate multi-step operations
- Integrate with external APIs
- Handle errors
Challenges I ran into
📋 Example Use Cases
I'll update the Example Use Cases section in the README.md based on the example scenarios from page.tsx:
## 📋 Example Use Cases ### 1. Portfolio Optimization ```text User: "I have 10 AVAX and want to optimize my portfolio between lending, liquidity provision, and trading. What's the best strategy right now?" Agent Collaboration Flow: 1. Portfolio Manager analyzes request and current market conditions 2. DeFi Analytics Agent provides real-time data: - Aave AVAX lending APY: 1.77% - Uniswap AVAX-USDC pool APR: 43.893% - Curve Blizz pool APY: 1.58% - DeFi TVL trend: +5% weekly 3. Trading Agent evaluates market opportunities 4. Liquidity Agent assesses pool stability 5. Portfolio Manager provides final allocation strategy
2. Risk-Managed Yield Farming
User: "Find me the highest yield opportunities while maintaining moderate risk levels" Agent Collaboration Flow: 1. Portfolio Manager evaluates risk parameters 2. DeFi Analytics Agent scans protocols: - Protocol TVL analysis - Smart contract audit status - Historical yield stability 3. Risk Assessment Agent performs: - Protocol risk scoring - Impermanent loss calculation - Market volatility analysis 4. Final recommendation with risk-adjusted returns
3. Multi-Protocol Optimization
User: "Distribute 5000 USDC across lending platforms for the best risk-adjusted returns" Agent Collaboration Flow: 1. DeFi Analytics Agent scans lending markets: - Protocol-specific APYs - Total deposits - Utilization rates 2. Risk Agent evaluates: - Protocol security - Market conditions - Collateral factors 3. Portfolio Manager executes: - Optimal distribution - Position monitoring - Auto-rebalancing setup
Tracks Applied (11)
AI Agents
Bullieverse
Consumer Track
Base
Etna Testnet Ideas
Avalanche
Autonomous AI Agents in Blockchain
Nethermind
Build on Okto
okto
Write on Okto
okto
Build On-Chain AI Agents
CAPX
Orchestrating Cross-Chain Innovation
Agoric
Quill AI Credits
Quill AI
SolidityScan Credits
SolidityScan
Unichain Developer Grants
Uniswap
Technologies used
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