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liquidity-analysis

Analyze Solana DEX liquidity depth, slippage curves, and risk factors.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps traders assess the liquidity depth, slippage, and risk associated with token pools on Solana Decentralized Exchanges (DEXs), preventing costly execution errors and identifying potential rug pulls.

Core Features & Use Cases

  • Liquidity Depth Assessment: Quantifies the total value locked (TVL) and available liquidity across various DEX pools for a given token.
  • Slippage Estimation: Builds an empirical slippage curve by querying DEX aggregators at different trade sizes, showing how much price impact to expect.
  • Risk Flagging: Identifies critical risk factors such as thin liquidity, new pools, high price deviation, and concentrated liquidity issues.
  • Use Case: Before executing a large trade on a new Solana token, use this Skill to understand the true cost of entry and exit, ensuring you don't get rekt by slippage or a rug pull.

Quick Start

Analyze the liquidity for the token with mint address DezXAZ8z7PnrnRJjz3wXBoRgixCa6xjnB7YaB1pPB263.

Frequently Asked Questions about liquidity-analysis

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

FAQPage Schema
How do I check DEX liquidity depth and slippage for Solana tokens?▼

Analyze DEX liquidity depth by quantifying total value locked across various pools and querying DEX aggregators at different trade sizes to build an empirical slippage curve for Solana tokens.

What is slippage estimation and how does it prevent costly execution errors?▼

Slippage estimation builds an empirical slippage curve by querying DEX aggregators at different trade sizes, showing expected price impact to prevent costly execution errors when trading Solana-based tokens.

How do I assess rug pull risk and thin liquidity for new Solana token pools?▼

Assess rug pull risk and thin liquidity by identifying and flagging high-risk conditions such as new pools, concentrated liquidity issues, high price deviations, and low total value locked in Solana DEX pools.

Can I analyze pool composition and TVL metrics for Solana DEX trading?▼

Yes, you can analyze pool composition and TVL metrics for Solana DEX trading by quantifying the total value locked and available liquidity across various DEX pools for a given token mint address.

Does this liquidity analysis approach work with any Solana token mint address?▼

Yes, this liquidity analysis approach works with any Solana token mint address, allowing you to assess DEX liquidity depth, slippage curves, and risk factors before executing large trades on new tokens.

Why does high price deviation indicate a high-risk liquidity condition?▼

High price deviation indicates a high-risk liquidity condition because it signals potential market manipulation, thin liquidity, or concentrated liquidity issues that can cause severe slippage during token execution.

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