---
name: engagement-analyzer
description: Analyzes learner engagement patterns and suggests improvements for retention and completion.
---

# engagement-analyzer

## Capabilities

- Analyze engagement metrics
- Identify drop-off points
- Suggest engagement interventions
- Generate engagement reports

## Usage

Use this skill when:
- Reviewing engagement metrics
- Identifying drop-off points
- Improving learner retention

## Input

Engagement data (completion rates, time on task, interaction frequency).

## Output

Engagement analysis report with:
- Drop-off point identification
- Engagement trend analysis
- Intervention recommendations
- Retention improvement strategies

## Limitations

- Requires engagement data
- Cannot determine root causes without qualitative data
- Recommendations are suggestions

## Assumptions

- Engagement data is collected and accessible
- Data represents sufficient sample size