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. It is especially useful for teams working in multi. 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.
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.
Users should expect a more consistent workflow output, faster repeated execution, and less time spent rewriting prompts from scratch.
Practical example
Example input
Use the "liquidity-depth-analyzer" skill to help with this workflow task. Context: 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.
Example output
A structured workflow result with clearer steps, more consistent formatting, and an output that is easier to reuse in the next run.
When to use this skill
- Use this skill when you want a reusable workflow rather than writing the same prompt again and again.
When not to use this skill
- Do not use this when you only need a one-off answer and do not need a reusable workflow.
- Do not use it if you cannot install or maintain the related files, repository context, or supporting tools.
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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