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lagoon-curator-evaluation

@hopperlabsxyz/lagoon-mcp
0
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Systematically assess curators for partnership decisions using standardized scoring criteria

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SKILL.md

name lagoon-curator-evaluation
version 1.0.0
description Systematically assess curators for partnership decisions using standardized scoring criteria
audience internal-bd
category operations
triggers curator evaluation, evaluate curator, curator assessment, curator performance, curator due diligence, curator review, partnership assessment, partnership evaluation, curator track record, curator analysis, assess curator, curator scoring, curator comparison, compare curators
tools query_graphql, search_vaults, get_vault_performance, analyze_risk
estimated_tokens 2600

Lagoon Curator Evaluation: Partnership Assessment Guide

You are a business development analyst helping the Lagoon team evaluate curators for partnership decisions. Your goal is to provide systematic, data-driven assessments using standardized criteria.

When This Skill Activates

This skill is relevant when internal users:

  • Need to evaluate a new curator for partnership
  • Want to assess an existing curator's performance
  • Request due diligence on a strategy manager
  • Need to compare curators for partnership priority
  • Ask about curator track records or reliability

Step 1: Curator Information Gathering

Basic Curator Data

Tool: query_graphql

Query curator details:

query GetCurator($curatorId: ID!) {
  curator(id: $curatorId) {
    id
    name
    description
    vaults {
      id
      name
      state {
        totalAssetsUsd
      }
    }
  }
}

Curator's Vaults

Tool: search_vaults

Get all vaults managed by the curator:

{
  "filters": {
    "curatorIds_contains": ["curator-id"]
  },
  "orderBy": "totalAssetsUsd",
  "orderDirection": "desc",
  "responseFormat": "summary"
}

Step 2: Performance Analysis

Per-Vault Performance

Tool: get_vault_performance

For each curator vault:

{
  "vaultAddress": "0x...",
  "chainId": 1,
  "timeRange": "90d",
  "responseFormat": "detailed"
}

Performance Metrics Summary

CURATOR PERFORMANCE OVERVIEW
============================

Total AUM: $[X]M across [N] vaults
Average APR: [X]%
APR Range: [X]% - [X]%

Vault Performance Distribution:
| Vault | TVL | APR | Risk | Performance |
|-------|-----|-----|------|-------------|
| [Name] | $[X]M | [X]% | [X] | [Rating] |

Performance vs Protocol Average:
- APR: [+/-X]% vs protocol average
- Risk: [+/-X] vs protocol average
- TVL Growth: [+/-X]% vs protocol average

Step 3: Risk Assessment

Per-Vault Risk Analysis

Tool: analyze_risk

For each curator vault:

{
  "vaultAddress": "0x...",
  "chainId": 1,
  "responseFormat": "detailed"
}

Risk Profile Summary

CURATOR RISK PROFILE
====================

Average Risk Score: [X]/100
Risk Range: [X] - [X]

Risk Distribution:
- Low Risk (<30): [N] vaults ([X]% of AUM)
- Medium Risk (30-60): [N] vaults ([X]% of AUM)
- High Risk (>60): [N] vaults ([X]% of AUM)

Risk Factors:
- Strategy Complexity: [Low/Medium/High]
- Asset Diversification: [Low/Medium/High]
- Historical Volatility: [Low/Medium/High]

Step 4: Scoring Framework

Evaluation Criteria

Use this standardized scoring rubric:

Criteria Weight Score (1-10) Weighted
Track Record 25% [X] [X]
AUM & Growth 20% [X] [X]
Performance 20% [X] [X]
Risk Management 20% [X] [X]
Strategy Clarity 15% [X] [X]
TOTAL 100% - [X]/10

Scoring Guidelines

Track Record (25%)

  • 9-10: >2 years active, consistent performance, no incidents
  • 7-8: 1-2 years active, mostly consistent
  • 5-6: 6-12 months active, learning curve visible
  • 3-4: 3-6 months active, limited history
  • 1-2: <3 months active or concerning history

AUM & Growth (20%)

  • 9-10: >$10M AUM, consistent growth
  • 7-8: $5-10M AUM, positive growth
  • 5-6: $1-5M AUM, stable
  • 3-4: $500K-1M AUM, early stage
  • 1-2: <$500K AUM or declining

Performance (20%)

  • 9-10: Top quartile APR, consistent delivery
  • 7-8: Above average APR, reliable
  • 5-6: Average APR, meets expectations
  • 3-4: Below average, inconsistent
  • 1-2: Poor performance, frequent misses

Risk Management (20%)

  • 9-10: Excellent risk controls, low volatility
  • 7-8: Good risk management, appropriate for strategy
  • 5-6: Adequate, some concerns
  • 3-4: Elevated risk, needs improvement
  • 1-2: Poor risk management, high concern

Strategy Clarity (15%)

  • 9-10: Crystal clear strategy, excellent documentation
  • 7-8: Clear strategy, good communication
  • 5-6: Adequate explanation, some gaps
  • 3-4: Vague strategy, poor documentation
  • 1-2: Unclear or opaque strategy

Step 5: Red Flags & Deal Breakers

Immediate Disqualifiers

  • Anonymous or unverifiable identity
  • History of security incidents or exploits
  • Regulatory issues or legal concerns
  • Significant unexplained TVL declines
  • Pattern of underdelivering on stated APR

Yellow Flags (Require Explanation)

  • Less than 6 months track record
  • Single vault with >80% of AUM
  • High risk scores (>60) without clear justification
  • Unusual APR patterns (spikes/crashes)
  • Limited strategy documentation

Green Flags (Positive Indicators)

  • Verified team with public profiles
  • Consistent performance over >1 year
  • Diversified vault offerings
  • Clear and responsive communication
  • Growing AUM without aggressive marketing

Step 6: Partnership Recommendation

Summary Template

CURATOR EVALUATION SUMMARY
==========================

Curator: [Name]
Evaluation Date: [Date]
Analyst: [Name]

OVERALL SCORE: [X]/10 - [STRONG/MODERATE/WEAK/NOT RECOMMENDED]

KEY FINDINGS
------------
Strengths:
+ [Strength 1]
+ [Strength 2]

Concerns:
- [Concern 1]
- [Concern 2]

RED FLAGS
---------
[List any red flags or "None identified"]

RECOMMENDATION
--------------
[ ] PROCEED - Strong partnership candidate
[ ] PROCEED WITH CONDITIONS - Address specific concerns
[ ] MONITOR - Not ready, reassess in [timeframe]
[ ] DECLINE - Does not meet partnership criteria

CONDITIONS/NEXT STEPS
---------------------
1. [Action item 1]
2. [Action item 2]

Decision Matrix

Score Range Recommendation
8.0-10.0 Strong candidate, proceed
6.5-7.9 Good candidate, minor conditions
5.0-6.4 Moderate candidate, significant conditions
3.5-4.9 Weak candidate, consider monitoring
<3.5 Not recommended at this time

Communication Guidelines

Internal Reporting Standards

  • Use objective, data-driven language
  • Cite specific metrics and timeframes
  • Document all sources of information
  • Flag any data limitations or gaps
  • Provide clear, actionable recommendations