DeFi Liquidity Optimizer

这是针对Solana和以太坊CLMM DEX的自动化流动性优化工具，核心功能包含池APR对比、TVL安全评分、多场景无常损失计算、调仓警报，支持Meteora、Raydium、Uniswap V4池分析。典型场景为流动性提供者寻找最优仓位、监控现有仓位是否需调仓。通过命令行指令调用，输出对比报告、APR排名、IL测算结果，基于Python3.9+开发，可对接实时API获取真实数据。

ssidharhubble

热度 16.29

最近更新 2026-05-17 12:11:46

分类：数据依赖：代码执行 / 第三方 API应用场景：财务 / 数据处理 / 报告撰写

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add defi-liquidity-optimizer

Metadata

name: defi-liquidity-optimizer
description: Automated liquidity provision optimizer for CLMM DEXs on Solana and Ethereum. Analyzes pools on Meteora, Raydium, and Uniswap V4 to compare APR yields, calculate impermanent loss risk across price scenarios, score pool safety by TVL, and generate rebalancing recommendations for out-of-range positions. Commands: - liquidity_optimizer.py compare Full pool comparison report - liquidity_optimizer.py rank APR rankings only - liquidity_optimizer.py il 1.5 Calculate IL for 1.5x price change Python 3.9+, zero external dependencies. Uses built-in math for IL calculation. In production, connect to Hummingbot Gateway or pool APIs for live data. Pool analysis includes TVL score (safety), fee efficiency, 24h volume, and APR. IL scenarios show impact at ±10%, ±25%, ±50%, ±100% price changes. Rebalancing alerts trigger when current price exits configured tick range.
compatibility: Created for Zo Computer
metadata: {"author":"ssyopros.zo.computer"}
allowed-tools: Bash, Read

DeFi Liquidity Optimizer

Analyzes concentrated liquidity pools across Solana and Ethereum to find optimal LP positions and monitor existing positions for rebalancing needs.

Pool Analysis Features

APR Comparison - Ranks pools by annual percentage yield
TVL Safety Scores - Higher TVL = lower IL risk and more stable fees
Fee Efficiency - Fees earned relative to trading volume
Impermanent Loss Calculator - Shows impact at multiple price scenarios
Rebalancing Alerts - Detects when positions fall out of range

Usage

# Full comparison report
python scripts/liquidity_optimizer.py compare

# APR rankings only
python scripts/liquidity_optimizer.py rank

# IL calculation for specific price change
python scripts/liquidity_optimizer.py il 1.5   # 1.5x = 50% increase
python scripts/liquidity_optimizer.py il 0.75  # 0.75x = 25% decrease

Understanding the Output

The comparison report shows each pool with:

APR and daily fee earnings on a $1000 investment
TVL-based safety score (1-5 stars)
Fee efficiency percentage
IL scenarios for different price changes

Production Integration

For live pool data, connect to:

Meteora DLMM API for Solana pools
Raydium API for Solana pools
Hummingbot Gateway for Ethereum Uniswap V4

The current script uses mock data structure that maps to real API responses.