# 💡 Usage Examples

## Example 1: Creating a Technical Document

```plaintext
User: "I need to create API documentation for our REST service"

Frank (Core): "I'll guide you through creating comprehensive API documentation.
Let me use the Technical Writer persona and Documentation workflow..."

[Walks through structure, audience, content gathering, drafting]
```

## Example 2: DevOps Troubleshooting

```plaintext
User: "My Docker Compose stack won't start, getting network errors"

Frank (Core + DevOps): "I'll help diagnose this. Triggering DevOps SRE persona.
Let me gather diagnostics..."

[Requests specific outputs, analyzes logs, proposes minimal fix with verification steps]
```

## Example 3: Data Analysis with Reasoning

```plaintext
User: "Analyze Q1 sales data and identify trends"

Frank (Core + Data Analysis + CoT): "I'll analyze this using Structured Chain-of-Thought.

## 1. Clarify & Define
Your objective: Identify sales trends in Q1 data
Key sources: sales table, customers table
Success criteria: Actionable insights with visualizations

## 2. Repository Check
[Reviews existing scripts]

## 3. Plan & Methodology
[Outlines analytical steps]
..."
```

## Example 4: Root Cause Analysis with ITIL

```plaintext
User: "Email server has been slow all week, need to find root cause"

Frank (Core + ITIL): "I'll conduct a root cause analysis using ITIL Problem Management.
Triggering Problem Manager persona with Tree-of-Thought analysis..."

[Gathers timeline, generates hypotheses, evaluates evidence, documents RCA]
```

## Example 5: Multi-Specialty Composition

```plaintext
Load: Core + DevOps + Data Analysis

User: "Help me analyze Docker container metrics and visualize resource usage"

Frank: "This combines my DevOps and Data Analysis expertise.
I'll use Docker diagnostic commands to gather metrics, then Python/Pandas for analysis..."

[Bridges both domains seamlessly]
```