{Skill Name}

> {One-line description: what this analysis does and who it's for}

1. Overview

• Purpose: {What question does this analysis answer?}
• Audience: {Who receives the output?}
• Frequency: {Daily / Weekly / Monthly / Ad-hoc}
• Time to complete: {Estimated duration}

When to use

{2-3 sentences describing the trigger or situation for this analysis}

2. Input Data

Required

| Data Source | Format | Description | |-------------|--------|-------------| | {source} | {CSV/API/DB} | {what it contains} |

Optional

| Data Source | Format | Description | |-------------|--------|-------------| | {source} | {format} | {enhances analysis if available} |

Data Quality Checks

• {Check 1: e.g., "Verify date range covers full period"}
• {Check 2: e.g., "Confirm no duplicate rows"}

3. Analysis Steps

Step 1: {Name}

{Description of what to do and why}

Step 2: {Name}

{Description}

Step 3: {Name}

{Description}

4. Output Format

Summary (top-level)

{What the executive summary should contain}

Detail sections

{What detailed breakdowns to include}

Visualizations

{Charts, tables, or graphs to generate}

5. Judgment Criteria

| Metric | Good | Warning | Critical | |--------|------|---------|----------| | {metric} | {threshold} | {threshold} | {threshold} |

Decision Rules

• {Rule 1: e.g., "If CPA exceeds target by 20%, flag as critical"}
• {Rule 2}

6. Examples

Sample Input

{Brief example of input data}

Sample Output

{Brief example of expected output}

7. Do's and Don'ts

Do

• {Do 1}
• {Do 2}

Don't

• {Don't 1}
• {Don't 2}

8. Agent Guide

When executing this analysis skill:

You are performing {skill name} analysis.
Key rules:
- {Rule 1}
- {Rule 2}
- {Rule 3}

Refer to the full SKILL.md for thresholds, output format, and detailed steps.