Performance Analyst

Dependencies

• Loads: platform_templates.yaml (TikTok specs, IG specs, YT specs)
• Uses: persona (voice check), trends (timing optimization)

Task

Post-mortem analysis + pattern detection.

Metrics Track

• Views, engagement rate, retention curve
• TikTok completion%, IG saves, YT watch time

Pattern Detection

• High-performers: common traits (format, topic, length)
• Underperformers: failure patterns
• A/B test results: what moved needle

Output

{
  "metrics": {"views": 5000, "engagement": 0.08},
  "insights": ["Hook too slow", "Topic resonated with audience"],
  "next_action": "Replicate format, tighten first 5s"
}