liquidity-depth-analyzer

Analyze liquidity depth and price impact for MEV-aware swap decisions.

1|Updated Jan 4, 2026
One-click install
npx skills add https://github.com/BarisSozen/claude --skill liquidity-depth-analyzer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: liquidity-depth-analyzer
Source: https://github.com/BarisSozen/claude/tree/main/.claude/skills/liquidity-depth-analyzer
Command: npx skills add https://github.com/BarisSozen/claude --skill liquidity-depth-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps traders and developers quantify available liquidity, forecast price impact, and validate profitability before executing swaps in DeFi AMMs.

Core Features & Use Cases

  • Depth verification: ensure liquidity depth is at least 3x the intended trade size.
  • Price impact estimation: compute slippage in basis points and the minimum output under a given slippage tolerance.
  • Route viability & profitability checks: assess whether a proposed path remains profitable after slippage and market impact for MEV-oriented strategies.
  • Use Case: validate a swap between WETH and USDC on Uniswap or Curve pools to decide whether to proceed or split across routes.

Quick Start

Configure and run the liquidity-depth-analyzer with your pool, tokens, and trade size to verify depth, estimate price impact, and confirm profitability.

Frequently Asked Questions about liquidity-depth-analyzer

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

FAQPage Schema
How do I calculate price impact and slippage for Uniswap or Curve pools?

To calculate price impact and slippage for Uniswap or Curve pools, you analyze liquidity depth to estimate slippage in basis points. This verifies minimum output under a given tolerance before swap execution.

How does AMM liquidity depth validation work for MEV strategies?

AMM liquidity depth validation for MEV strategies works by verifying available liquidity is at least 3x the intended trade size. It assesses slippage-aware profitability to guide route optimization and position sizing decisions.

Can I check route viability and profitability for AMM swaps before execution?

Yes, you can check route viability and profitability for AMM swaps before execution. The analyzer assesses whether a proposed path remains profitable after deducting slippage and market impact for MEV-oriented strategies.

Does this liquidity depth analyzer work with both Uniswap V2 and V3 pools?

Yes, this liquidity depth analyzer works with both Uniswap V2 and V3 pools, as well as Curve-style pools. It applies depth verification and price impact thresholds across these AMMs using configurable profiles.

What is the best way to validate WETH to USDC swap profitability across multiple routes?

The best way to validate WETH to USDC swap profitability across multiple routes is to analyze liquidity depth and price impact. This helps decide whether to proceed with a single swap or split across routes.

When should I not use a single AMM route for a large trade?

You should not use a single AMM route for a large trade when liquidity depth is less than 3x the intended trade size. High price impact and slippage in basis points will likely erode MEV-oriented profitability.