Agent skill

liquidity-depth-analyzer

DEX liquidity analysis and slippage estimation for MEV trading. Use when implementing swaps, route selection, or position sizing. Triggers on: liquidity, slippage, price impact, depth, AMM math, Uniswap, Curve.

Stars 232
Forks 15

Install this agent skill to your Project

npx add-skill https://github.com/aiskillstore/marketplace/tree/main/skills/barissozen/liquidity-depth-analyzer

SKILL.md

Liquidity Depth Analyzer

DEX liquidity analysis and slippage estimation for MEV trading.

When to Use

  • Implementing swap execution
  • Selecting optimal routes
  • Sizing positions for trades
  • Calculating price impact
  • Validating arbitrage profitability

Workflow

Step 1: Check Liquidity Depth

Verify depth >= 3x trade size.

Step 2: Calculate Price Impact

Ensure impact < 0.5% (50 bps).

Step 3: Validate Profit After Slippage

Confirm profit survives slippage tolerance.


Core Rule

Never execute without knowing:

  1. Available liquidity at current price
  2. Price impact for your size
  3. Whether profit survives slippage

Key Formulas

price_impact_bps = |1 - (in/out) / spot| × 10000 minAmountOut = expected × (1 - slippage_bps / 10000)

Config

typescript
const config = {
  max_price_impact_bps: 50,   // 0.5%
  max_slippage_bps: 100,      // 1%
  min_depth_multiplier: 3,    // depth >= 3x trade
};

Abort Reasons

Code Action
NO_POOL Find alternative route
LOW_DEPTH Reduce size or split
HIGH_PRICE_IMPACT Reduce size
LOW_PROFIT Skip opportunity

Expand your agent's capabilities with these related and highly-rated skills.

aiskillstore/marketplace

perigon-backend

Perigon ASP.NET Core + EF Core + Aspire conventions

232 15
Explore
aiskillstore/marketplace

perigon-agent

Pointers for Copilot/agents to apply Perigon conventions

232 15
Explore
aiskillstore/marketplace

perigon-angular

Angular 21+ standalone/Material/signal conventions for Perigon WebApp

232 15
Explore
aiskillstore/marketplace

fastapi-mastery

Comprehensive FastAPI development skill covering REST API creation, routing, request/response handling, validation, authentication, database integration, middleware, and deployment. Use when working with FastAPI projects, building APIs, implementing CRUD operations, setting up authentication/authorization, integrating databases (SQL/NoSQL), adding middleware, handling WebSockets, or deploying FastAPI applications. Triggered by requests involving .py files with FastAPI code, API endpoint creation, Pydantic models, or FastAPI-specific features.

232 15
Explore
aiskillstore/marketplace

context7-efficient

Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipeline filtering. Fetches code examples, API references, and best practices for JavaScript, Python, Go, Rust, and other libraries. Use when users ask about library documentation, need code examples, want API usage patterns, are learning a new framework, need syntax reference, or troubleshooting with library-specific information. Triggers include questions like "Show me React hooks", "How do I use Prisma", "What's the Next.js routing syntax", or any request for library/framework documentation.

232 15
Explore
aiskillstore/marketplace

browser-use

Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use when tasks require web browsing, form submission, web scraping, UI testing, or any browser interaction.

232 15
Explore

Didn't find tool you were looking for?

Be as detailed as possible for better results