Optimize LP

Overview

Provides a focused, actionable LP strategy recommendation for a specific token pair. Delegates to the lp-strategist agent, which analyzes pair volatility, evaluates version options, selects the optimal fee tier, calculates the best range width, and designs a rebalance strategy — all backed by on-chain data and risk analysis.

This skill answers the question: "How should I LP into X/Y?" with a concrete, implementable answer.

When to Use

Activate when the user asks:

• "Best LP strategy for ETH/USDC"
• "How should I LP $10K into ETH/USDC?"
• "Tight or wide range for WETH/USDC?"
• "V2 or V3 for this pair?"
• "What fee tier should I use for UNI/WETH?"
• "Optimize my LP approach for X/Y"
• "What range should I set for my ETH/USDC position?"
• "Should I use concentrated liquidity for this pair?"

Parameters

| Parameter | Required | Default | How to Extract |

| -------------- | -------- | ---------- | ------------------------------------------------------- |

| token0 | Yes | — | First token: "ETH", "WETH", "USDC", or 0x address |

| token1 | Yes | — | Second token |

| capital | No | — | Amount to LP: "$10K", "5 ETH", "$50,000" |

| chain | No | ethereum | "ethereum", "base", "arbitrum", etc. |

| riskTolerance | No | moderate | "conservative", "moderate", "aggressive" |

Workflow

1. Extract parameters from the user's request. Identify the token pair, capital amount (if mentioned), chain, and risk tolerance.

1. Delegate to lp-strategist: Invoke Task(subagent_type:lp-strategist) with the parameters. The agent performs a 7-step analysis:

• Classifies the pair (stable-stable, stable-volatile, volatile-volatile)
• Evaluates V2 vs V3 vs V4 tradeoffs
• Selects optimal fee tier with data backing
• Calculates range width targeting >80% time-in-range
• Designs rebalance strategy with gas cost analysis
• Gets independent risk assessment from risk-assessor
• Produces a recommendation with conservative/moderate/optimistic estimates

1. Present the strategy as a clear, actionable recommendation with specific numbers.

Output Format

LP Strategy for WETH/USDC

  Recommendation: V3, 0.05% fee tier
  Pool: 0x88e6A0c2dDD26FEEb64F039a2c41296FcB3f5640 (Ethereum)

  Range: $1,668 - $2,258 (±15%, medium strategy)
  Expected time-in-range: ~82%

  Expected Returns (annualized):
    Conservative: 8.5% APY (after IL)
    Moderate:     15.2% APY (after IL)
    Optimistic:   24.1% APY (after IL)

  Expected IL:
    Conservative: 2.1%
    Moderate:     5.8%
    Worst case:   12.3%

  Rebalance Strategy:
    Trigger: Price within 10% of range boundary
    Frequency: Every 2-3 weeks (estimated)
    Gas cost: ~$15 per rebalance

  Risk Assessment: MEDIUM (approved by risk-assessor)

  Alternatives Considered:
    V3 0.3%: Lower APY (8%) but less competition
    V2: No range management, ~4% APY — good for passive
    Narrow range (±5%): Higher APY but needs weekly rebalancing

  Ready to add liquidity? Say "Add liquidity to WETH/USDC"

Important Notes

• This skill provides a strategy recommendation, not execution. To act on it, use the manage-liquidity skill.
• All APY estimates are based on historical data. Past performance does not guarantee future returns.
• IL estimates are always shown alongside fee APY — never fee APY alone.
• For small positions (<$1K), the recommendation accounts for gas costs eating into returns.
• The lp-strategist internally delegates to pool-researcher for data and risk-assessor for risk evaluation.

Error Handling

| Error | User-Facing Message | Suggested Action |

| -------------------- | -------------------------------------------------------- | ------------------------------------ |

| Token not found | "Could not find token X on Uniswap." | Provide contract address |

| No pools exist | "No pools found for X/Y on this chain." | Try different chain or check tokens |

| Insufficient data | "Not enough historical data to produce a reliable strategy." | Pool may be too new |

| Agent unavailable | "LP strategist is not available." | Check agent configuration |