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analyzing-liquidity-pools

Analyze liquidity pools on Uniswap, Curve, and Balancer using deposits, trading volume, and fees. Estimate returns from supplying funds, compare price-change losses against holding tokens, and export pool comparisons as JSON or CSV.

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Analyze DEX liquidity pools for TVL, volume, fees, impermanent loss, and LP profitability. Use when analyzing liquidity pools, calculating impermanent loss, or comparing DEX pools. Trigger with phrases like "analyze liquidity pool", "calculate impermanent loss", "LP returns", "pool TVL", "DEX pool metrics", or "compare pools".

Run score Not tested

See how to install

Good for

  • Review deposits, volume, and fees for a pool
  • Estimate losses caused by token price changes
  • Compare protocols and fee tiers
  • Export analysis as JSON or CSV

Files included (12)

  • SKILL.md4.2 KB
  • ARD.md9.9 KB
  • config/settings.yaml2.1 KB
  • PRD.md6.1 KB
  • references/errors.md4.1 KB
  • references/examples.md7.3 KB
  • references/implementation.md2.7 KB
  • scripts/formatters.py11.6 KB
  • scripts/il_calculator.py8.0 KB
  • scripts/pool_analyzer.py7.3 KB
  • scripts/pool_fetcher.py12.5 KB
  • scripts/pool_metrics.py9.9 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Analyzing Liquidity Pools

Overview

Analyze DEX liquidity pools across Uniswap, Curve, and Balancer to evaluate TVL, trading volume, fee income, and impermanent loss risk. Compare pools across protocols and chains to identify optimal LP opportunities.

Prerequisites

  • Python 3.8+ installed
  • Internet access for subgraph/API queries
  • Understanding of liquidity providing concepts (IL, fee tiers, TVL)

Instructions

  1. Analyze a specific pool by address or token pair:

    python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --pool 0x88e6a0c2ddd26feeb64f039a2c41296fcb3f5640
    python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --pair ETH/USDC --protocol uniswap-v3
    
  2. Calculate impermanent loss for a price change:

    python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --il-calc --entry-price 2000 --current-price 3000  # 2000/3000 = ETH price at entry/now in USD
    

    Project IL for various scenarios:

    python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --il-scenarios --token-pair ETH/USDC
    
  3. Estimate LP returns with fee APR and position projections:

    python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --pool [address] --detailed
    python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --pool [address] --position 10000  # 10000 = LP position size in USD
    
  4. Compare pools across protocols or fee tiers:

    python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --compare --pair ETH/USDC --protocols uniswap-v3,curve,balancer
    python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --compare --pair ETH/USDC --fee-tiers 0.05,0.30,1.00
    
  5. Export results to JSON or CSV:

    python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --pool [address] --format json --output pool_analysis.json
    python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --compare --pair ETH/USDC --format csv --output pools.csv
    

Output

Pool analysis reports include chain, TVL, 24h volume, fee tier, fee APR, volume/TVL ratio, and token composition with current price. Impermanent loss reports show IL percentage, dollar impact, HODL vs LP value comparison, and breakeven analysis with days-to-recover based on fee income.

See references/implementation.md for detailed output format examples.

Error Handling

ErrorCauseFix
Pool not foundWrong address or chainVerify address and target chain
Subgraph timeoutAPI latency or downtimeUses cached data with warning
Invalid pairUnsupported protocolCheck supported protocols list

Examples

Analyze top ETH/USDC pool - Full TVL, volume, and fee breakdown on Uniswap V3:

python pool_analyzer.py --pair ETH/USDC --protocol uniswap-v3 --chain ethereum

Calculate IL for 2x price increase - See dollar impact vs holding:

python pool_analyzer.py --il-calc --entry-price 100 --current-price 200  # 100/200 = token price at entry/now in USD

Compare Uniswap fee tiers - Find optimal fee tier for ETH/USDC:

python pool_analyzer.py --compare --pair ETH/USDC --fee-tiers 0.05,0.30,1.00

Export all ETH pairs - Dump pool data for further analysis:

python pool_analyzer.py --token ETH --format json --output eth_pools.json

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