How do I install the Defi Liquidity Optimizer skill?

Run npx skillmds@latest add lord1egypt/defi-liquidity-optimizer in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Defi Liquidity Optimizer safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Defi Liquidity Optimizer?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Defi Liquidity Optimizer free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Defi Liquidity Optimizer?

Lord1Egypt (@lord1egypt) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Defi Liquidity Optimizer by lord1egypt

Name: Defi Liquidity Optimizer
Rating: 4.2 (5 reviews)
Author: Lord1Egypt

Defi Liquidity Optimizer

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.

Lord1Egypt Updated Sep 8, 2026 2 repo stars

File contents

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.

---name: defi-liquidity-optimizerdescription: 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.---# DeFi Liquidity OptimizerAnalyzes 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```bash# Full comparison reportpython scripts/liquidity_optimizer.py compare# APR rankings onlypython scripts/liquidity_optimizer.py rank# IL calculation for specific price changepython scripts/liquidity_optimizer.py il 1.5 # 1.5x = 50% increasepython scripts/liquidity_optimizer.py il 0.75 # 0.75x = 25% decrease```## Understanding the OutputThe 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 IntegrationFor live pool data, connect to:- Meteora DLMM API for Solana pools- Raydium API for Solana pools- Hummingbot Gateway for Ethereum Uniswap V4The current script uses mock data structure that maps to real API responses.

Frequently asked questions