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.
Best use case
liquidity-depth-analyzer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
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.
Teams using liquidity-depth-analyzer should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/liquidity-depth-analyzer/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How liquidity-depth-analyzer Compares
| Feature / Agent | liquidity-depth-analyzer | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
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.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 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 |Related Skills
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