Sv Analytics Review Publish

SKILL.md

# Short Video Performance Analytics & Review

Provides a structured framework for reviewing short video performance data — metrics interpretation, insight extraction, and iterative improvement planning.

## Target Users

- Content creators
- Social media managers
- Marketing analysts
- Agency strategists

## When to Use

- Weekly/monthly content performance review
- Diagnosing why a video underperformed
- Identifying patterns across top-performing content
- Building a data-informed content improvement loop

## Core Workflow

1. Metrics hierarchy definition
2. Performance dashboard template
3. Single-video deep-dive framework
4. Comparative analysis (video vs. video, series vs. series, platform vs. platform)
5. Insight-to-action translation
6. Iteration planning

## Inputs

- Performance data (manual entry)
- Video catalog
- Platform
- Review period
- Goals/KPIs

## Expected Outputs

- Review report template
- Single-video analysis framework
- Comparative analysis matrix
- Action plan for next content cycle

## Example Prompts

- "Help me create a weekly performance review framework for my 5 Douyin videos."
- "My latest video has high views but low completion rate — help me diagnose why."
- "Compare my top 3 and bottom 3 videos across the last month and suggest improvements."

## Trigger Keywords

video analytics, performance review, content review, video metrics, analytics framework, improve video

## Safety & Limitations

Analytics framework is process guidance. Does not access, pull, or process platform analytics APIs. All data must be entered manually by the user. Insights are suggestions, not guaranteed improvements. Respect user data privacy.

---

*Generated for project short-video-skills-2026-04-27*