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dex-pool-analysis

Analyzes and compares Solana AMM pool types and metrics using DexScreener API and Python calculations.

266|54|Updated Mar 11, 2026
Search Tags:#liquidity#trading#dex#solana#amm#pool analysis
One-click install
npx skills add https://github.com/agiprolabs/claude-trading-skills --skill dex-pool-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: dex-pool-analysis
Source: https://github.com/agiprolabs/claude-trading-skills/tree/main/skills/dex-pool-analysis
Command: npx skills add https://github.com/agiprolabs/claude-trading-skills --skill dex-pool-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires httpx, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users understand and compare different Automated Market Maker (AMM) pool types on Solana, enabling better decisions for trading and liquidity provision.

Core Features & Use Cases

  • Pool Type Comparison: Differentiates between constant product, concentrated liquidity, and bin-based pools.
  • Metric Analysis: Evaluates pool health using TVL, volume efficiency, age, and LP count.
  • Risk Identification: Flags potential issues like wash trading, low liquidity, or new pool risks.
  • Execution Optimization: Ranks pools to find the best venue for a trade based on size and slippage.
  • Use Case: Before trading a new token, use this Skill to identify the most liquid and stable pool on Raydium, Orca, or Meteora, ensuring optimal execution and minimizing slippage.

Quick Start

Analyze all DEX pools for the token with mint address 'So11111111111111111111111111111111111111112'.

Frequently Asked Questions about dex-pool-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I compare AMM pool mechanics across Solana DEXs like Raydium, Orca, and Meteora?▼

To compare AMM pool mechanics across Solana DEXs, analyze pool types, fee structures, and volume efficiency. This Skill differentiates between constant product, concentrated liquidity, and bin-based pools on Raydium, Orca, and Meteora to evaluate overall pool health.

What's the best way to identify wash trading or low liquidity risks in a DEX pool?▼

Identify wash trading and low liquidity risks in a DEX pool by evaluating health metrics like TVL, volume efficiency, age, and LP count. This analysis flags potential issues and new pool risks to prevent unsafe trading or liquidity provision.

How do I find the most liquid AMM pool for a specific Solana token mint?▼

Find the most liquid AMM pool for a specific Solana token by providing its mint address to analyze real-time data. The Skill ranks pools based on size and slippage to ensure optimal trade execution and minimal price impact.

Does this DEX pool analysis require the DexScreener API to fetch real-time data?▼

Yes, DEX pool analysis requires the DexScreener API to fetch real-time data for calculations. It also uses Python libraries and requires httpx to process the automated market maker pool metrics.

Can I use concentrated liquidity pools for better trading execution on Solana?▼

You can use concentrated liquidity pools for better trading execution on Solana by comparing their volume efficiency against constant product and bin-based alternatives. This helps determine the optimal venue based on your specific trade size and slippage tolerance.

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