Stake Sense

StakeSense

AI-powered strategy optimizer for restaking yields - smarter staking, safer returns.

Overview

StakeSense is an on-chain AI-powered strategy optimizer that helps users allocate their restaked assets across AVSs (Actively Validated Services) for the best risk-adjusted yield. It functions like a DeFi AI-advisor for the restaking economy.

Deployment

The project is deployed on Swell Testnet (Chain ID: 1924).

Demo URL: https://stake-sense.vercel.app

Github URL: https://github.com/jayshreeanand/stake-sense

Contract Addresses

• StakeSenseVault: 0x80AFC56FfDFaB6858c2F2D233024E0a9581Db4bB
• RPC URL: https://swell-testnet.alt.technology

Test Transactions

Recent test transactions have confirmed the following functionality:

- Deposit: [0x729aebbdf427236d9c4df85966f0b73bf9df4c667472ae70267ebaca1f0f3da4](https://explorer.testnet.swell.technology/tx/0x729aebbdf427236d9c4df85966f0b73bf9df4c667472ae70267ebaca1f0f3da4)

- Strategy Management: [0xfd6437530d3368529afb784643080e4c4fbc61ab37faeb0590cf80919cc3869c](https://explorer.testnet.swell.technology/tx/0xfd6437530d3368529afb784643080e4c4fbc61ab37faeb0590cf80919cc3869c)

- Withdrawal: [0x6f81188888e6cddca7229e99be310b1184435f8c10503cdc9963c4bf833d2013](https://explorer.testnet.swell.technology/tx/0x6f81188888e6cddca7229e99be310b1184435f8c10503cdc9963c4bf833d2013)

Features

Smart Contracts

• StakeSenseVault: Manages user deposits and withdrawals

  • Accepts ETH deposits
  • Allocates funds across AVSs based on strategy weights
  • Supports emergency withdrawals
  • Deployed at: 0x80AFC56FfDFaB6858c2F2D233024E0a9581Db4bB (Swell Testnet)

• Strategy Management:

  • Dynamic allocation weights for each AVS
  • Admin-controlled strategy updates
  • Real-time portfolio information

AI Engine

• Data Collection:

  • AVS yield monitoring
  • Validator uptime tracking
  • Slashing risk assessment
  • Real-time ROI calculations

• Strategy Optimization:

  • Risk-adjusted scoring system
  • Dynamic weight calculations
  • Automated rebalancing recommendations

Frontend Interface

• Portfolio Overview:

  • Total balance display
  • Current strategy allocations
  • Performance metrics

• User Actions:

  • Deposit ETH
  • Withdraw ETH
  • View strategy details

API Endpoints

Backend API

• GET /avs/list: List all available AVS services
• GET /avs/metrics: Get current metrics for all AVS services
• POST /strategy/optimize: Get optimal allocation strategy
• GET /health: Health check endpoint

Security

• All contracts are upgradeable via proxy pattern
• Admin controls for strategy updates
• Emergency withdrawal functionality
• Rate limiting on rebalancing