method-compare

name	method_compare
description	Compare two methods, techniques, or approaches across objectives, setup, metrics, and trade-offs.

Method Compare Skill

When to use this skill

Use this skill when:

• User asks to compare two methods or techniques
• User wants to understand differences between approaches
• User needs help choosing between multiple methods
• User asks about pros and cons of different approaches

How to compare methods

Step 1: Identify the methods

• Clearly define each method/approach
• Understand the context of comparison

Step 2: Compare across dimensions

Objectives

• What is each method trying to achieve?
• Are the goals comparable?

Setup/Requirements

• What resources are needed?
• What is the computational cost?
• What expertise is required?

Performance Metrics

• How is success measured?
• What are the benchmark results?
• How do they compare on key metrics?

Trade-offs

• What are the advantages of each?
• What are the limitations?
• What are the failure modes?

Step 3: Consider use cases

• When is each method preferred?
• What factors influence the choice?
• Are there hybrid approaches?

Output format

Return strict JSON first (no markdown fence), with this schema:

{
  "topic": "Method A vs Method B",
  "columns": ["Dimension", "Method A", "Method B"],
  "rows": [
    {"Dimension": "Objective", "Method A": "...", "Method B": "..."},
    {"Dimension": "Setup", "Method A": "...", "Method B": "..."},
    {"Dimension": "Performance", "Method A": "...", "Method B": "..."},
    {"Dimension": "Trade-offs", "Method A": "...", "Method B": "..."}
  ],
  "recommendation": "..."
}

Then optionally add a short plain-text recommendation summary.

If strict JSON cannot be produced, fall back to the following markdown format:

## Method Comparison: [Method A] vs [Method B]

### Overview
| Aspect | [Method A] | [Method B] |
|--------|------------|------------|
| Objective | ... | ... |
| Setup | ... | ... |
| Performance | ... | ... |

### Detailed Analysis

#### [Dimension 1]
**Method A:** [Description]
**Method B:** [Description]

#### [Dimension 2]
...

### When to Use Each

**[Method A]:**
- Use case 1
- Use case 2

**[Method B]:**
- Use case 1
- Use case 2

### Recommendation
[Provide guidance based on common scenarios]

Tips

• Be fair and balanced
• Consider the specific context
• Don't overgeneralize
• Acknowledge when comparison is not apples-to-apples