Defi Yield Optimizer Agent — AI skill for Claude Code

DeFi Yield Optimizer Agent

**54.7% APY. 0% drawdown. $0 in gas fees. Running 24/7 on autopilot.**

The complete open-source AI agent I built to outperform a professional hedge fund's DeFi yield strategy — using Claude Code, Uniswap V3, and a handful of AI models. Watch the full build masterclass below, then deploy your own copy in minutes.

[](https://youtube.com/@lewisjackson) [](LICENSE)

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The Numbers

Metric	This Agent	Hedge Fund Benchmark
APY	54.7%	18.57%
Drawdown	0%	0%
Gas spent (30 days)	$0	$696
Rebalances (30 days)	0	348
APY advantage	+43.6 percentage points	—

*30-day backtest on Arbitrum/Base/Optimism USDC/USDT pools. Live paper trading results from 10 days running.*

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What This Is

Concentrated liquidity market making means you deposit two stablecoins (e.g. USDC + USDT) into a Uniswap V3 pool and earn a cut of every swap that routes through your range. Because both assets are worth ~$1, there's essentially **zero impermanent loss** — you just collect fees.

The problem with doing this manually (or with fixed rules like the hedge fund benchmark) is gas. Every time you "rebalance" to recenter your position, you pay a transaction fee. Rebalance too often and the gas eats your yield entirely.

**This agent uses AI to decide when rebalancing is actually worth it.** The answer, most of the time, is: it isn't. Stablecoin pairs barely move. The AI watches the pool, forecasts volatility, and only rebalances when the maths says the fee recovery justifies the gas cost. Otherwise it does nothing — and collects yield.

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Architecture

5 services, all running on a Hostinger VPS, all talking through PostgreSQL

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