How do I install the Analyzing Liquidity Pools skill?

Run npx skillmds add thedixitjain/analyzing-liquidity-pools 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 Analyzing Liquidity Pools safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: executes scripts, makes network calls, reads secrets. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Analyzing Liquidity Pools?

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 Analyzing Liquidity Pools free to use?

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

Who published Analyzing Liquidity Pools?

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

Analyzing Liquidity Pools by thedixitjain

Name: Analyzing Liquidity Pools
Rating: 4.2 (5 reviews)
Author: thedixitjain

Analyzing Liquidity Pools

'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". '

thedixitjain 58d8340 12 files · 86.0 KB Updated Sep 8, 2026 2 repo stars

File contents

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

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

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

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

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

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 ${CLAUDE_SKILL_DIR}/references/implementation.md for detailed output format examples.

Error Handling

Error	Cause	Fix
Pool not found	Wrong address or chain	Verify address and target chain
Subgraph timeout	API latency or downtime	Uses cached data with warning
Invalid pair	Unsupported protocol	Check 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

Resources

The Graph: https://thegraph.com/ - Subgraph queries
Uniswap Info: https://info.uniswap.org/ - Pool explorer
DeFiLlama: https://defillama.com/ - TVL data
${CLAUDE_SKILL_DIR}/references/implementation.md - Detailed output formats, configuration, cross-protocol comparison guide

Source: jeremylongshore/claude-code-plugins-plus-skills → skills/.curated/analyzing-liquidity-pools/SKILL.md

Also appears in: jeremylongshore/claude-code-plugins-plus-skills/plugins/crypto/liquidity-pool-analyzer/skills/analyzing-liquidity-pools/SKILL.md

---name: analyzing-liquidity-poolsdescription: '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". '---# Analyzing Liquidity Pools## OverviewAnalyze 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)## Instructions1. **Analyze a specific pool** by address or token pair: ```bash 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: ```bash 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: ```bash python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --il-scenarios --token-pair ETH/USDC ```3. **Estimate LP returns** with fee APR and position projections: ```bash 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: ```bash 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: ```bash python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --pool [address] --format json --output pool_analysis.json python ${CLAUDE_SKILL_DIR}/scripts/pool_analyzer.py --compare --pair ETH/USDC --format csv --output pools.csv ```## OutputPool analysis reports include chain, TVL, 24h volume, fee tier, fee APR, volume/TVL ratio, and token composition with current price. Impermanent loss reports show IL percentage, dollar impact, HODL vs LP value comparison, and breakeven analysis with days-to-recover based on fee income.See `${CLAUDE_SKILL_DIR}/references/implementation.md` for detailed output format examples.## Error Handling| Error | Cause | Fix ||-------|-------|-----|| Pool not found | Wrong address or chain | Verify address and target chain || Subgraph timeout | API latency or downtime | Uses cached data with warning || Invalid pair | Unsupported protocol | Check supported protocols list |## Examples**Analyze top ETH/USDC pool** - Full TVL, volume, and fee breakdown on Uniswap V3:```bashpython pool_analyzer.py --pair ETH/USDC --protocol uniswap-v3 --chain ethereum```**Calculate IL for 2x price increase** - See dollar impact vs holding:```bashpython 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:```bashpython 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:```bashpython pool_analyzer.py --token ETH --format json --output eth_pools.json```## Resources- The Graph: https://thegraph.com/ - Subgraph queries- Uniswap Info: https://info.uniswap.org/ - Pool explorer- DeFiLlama: https://defillama.com/ - TVL data- `${CLAUDE_SKILL_DIR}/references/implementation.md` - Detailed output formats, configuration, cross-protocol comparison guide---**Source:** [`jeremylongshore/claude-code-plugins-plus-skills`](https://github.com/jeremylongshore/claude-code-plugins-plus-skills) → `skills/.curated/analyzing-liquidity-pools/SKILL.md`**Also appears in:** `jeremylongshore/claude-code-plugins-plus-skills/plugins/crypto/liquidity-pool-analyzer/skills/analyzing-liquidity-pools/SKILL.md`

Frequently asked questions

Analyzing Liquidity Pools

File contents

Analyzing Liquidity Pools

Overview

Prerequisites

Instructions

Output

Error Handling

Examples

Resources

Related skills

Frequently asked questions

How do I install the Analyzing Liquidity Pools skill?

What does the Analyzing Liquidity Pools skill do?

Is Analyzing Liquidity Pools safe to use?

Which AI agents work with Analyzing Liquidity Pools?

Is Analyzing Liquidity Pools free to use?

Who published Analyzing Liquidity Pools?