Autonomous On-Chain Benchmarking & Quant Trading Agent for the Mantle Ecosystem.

QuantEdge bridges off-chain statistical rigor with on-chain execution. It acts as a headless Rust daemon that evaluates complex DeFi trading strategies, filtering anomalies to optimize strictly for Mean Edge rather than easily manipulated raw win rates.

1. Statistical Evaluator: A lightweight Rust engine ingests mock DEX strategy data and mathematically sorts them against volatility models.
2. Automated TX Signing Reflex: Once the optimal strategy is identified, the agent natively hooks into local EVM CLI tools (cast) to cryptographically sign the payload.
3. On-Chain Settlement: The agent autonomously pushes the state update to the QuantEdgeVault.sol smart contract on the Mantle network, creating an immutable record of AI decision-making.

The architecture utilizes strict Role-Based Access Control (RBAC). The agentWallet variable within the smart contract is designed to be bound to Mantle's ERC-8004 agent identity standard, establishing a verifiable on-chain reputation for the bot based on historic execution accuracy.

• Agent Core: Rust
• Smart Contracts: Solidity
• EVM Toolkit: Foundry (forge, cast)
• Network: Mantle Sepolia Testnet

Ensure you have Rust and Foundry installed.

# 1. Compile the Vault
cd contracts
forge build

# 2. Run the AI Evaluator
cd ../evaluator
cargo run