Video Performance Analysis Skill

Overview

This skill uses Playwright MCP to navigate to YouTube Studio and competitor videos, extract performance metrics, and generate actionable insights. It compares your uploaded videos against similar competitor content to identify what's working and what to improve.

DATA ACCURACY RULES

Rule 1: Only Report What You Can See

• Only report metrics you actually extracted from YouTube Studio
• NEVER guess or estimate metrics you couldn't read
• If a metric is unclear or partially visible, say "Could not extract [metric]"