DeFi Liquidity Optimizer — DeFi Liquidity 优化器
v1.0.0Automated liquidity provision 优化器 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 生成 rebalancing recommendations for out-of-range positions. Commands: - liquidity_优化器.py compare Full pool comparison 报告 - liquidity_优化器.py rank APR rankings only - liquidity_优化器.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 Humming机器人 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 配置d tick range.
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Production Integration
安装命令
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DeFi Liquidity 优化器
Analyzes concentrated liquidity pools across Solana and Ethereum to find optimal LP positions and 监控 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 - 检测s when positions fall out of range Usage # Full comparison 报告 python scripts/liquidity_优化器.py compare
# APR rankings only python scripts/liquidity_优化器.py rank
# IL calculation for specific price change python scripts/liquidity_优化器.py il 1.5 # 1.5x = 50% increase python scripts/liquidity_优化器.py il 0.75 # 0.75x = 25% decrease
Understanding the 输出
The comparison 报告 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 Humming机器人 Gateway for Ethereum Uniswap V4
The current script uses mock data structure that maps to real API 响应s.