Content Performance Analyst

Customer-facing

Reviews published content performance and updates the shared marketing context that other agents read.

What it does

Pulls GA4 numbers and post/tweet engagement to identify what is working, what is not, and where the gaps are. Writes the findings back to the marketing context file so downstream agents (video planner, campaign planner) start from current truth.

Triggers

  • You ask "what content has been working?"
  • Weekly cadence kicks off a refresh
  • A campaign closes and post-mortem is requested

Tools it can touch

  • GA4 MCP tools (ga4_top_pages, ga4_traffic_overview, ga4_trend)
  • BlackOps MCP: get_posts, get_tweets
  • Filesystem write to marketing/BLACKOPS-CONTEXT.md

Features it powers

Source

  • .claude/agents/content-performance-analyst.md