I built an entire Content Team with Claude Code.

By The Next Wave

Categories: AI, Product

Summary

A founder built an 11-skill AI content system in Claude Code that analyzes 51 past posts, identifies winning patterns in 5 minutes, and generates infinite new content ideas—then automatically improves itself monthly by feeding performance data back into the system.

Key Takeaways

  1. Use an orchestrator skill as the master controller that manages all other specialized skills, eliminating the need to manually trigger individual agents—this reduces friction and makes complex systems accessible.
  2. Build a lookalike content skill by feeding your best-performing content (51 Substack posts in this case) into Claude to extract winning patterns, then use those patterns to generate new ideas that map to proven formulas.
  3. Create feedback loops by capturing all AI-generated content in an app, inputting performance metrics monthly, and using that data to automatically improve the system's skills—this is true system thinking most builders skip.
  4. Enrich existing posts by having Claude add platform-specific elements (data points, stories, case studies) tailored for LinkedIn, newsletters, X, and YouTube—multiplying content ROI without starting from scratch.
  5. Build automatic agentic mode where the system creates content daily without manual intervention by connecting API keys (X, Perplexity, Firecrawl, OpenAI) and letting Claude manage the entire workflow end-to-end.

Topics

Transcript Excerpt

I give Claude code 51 of my Substack posts and in 5 minutes it told me exactly why some of my content works, why some of it doesn't and then it generated an infinite number of new ideas that map to my winning formula. Now that's just one skill of a much bigger content system that I've been building over the last number of months. It's an entire AI content team built in cloud code. It's actually 11 skills across five different layers of content. It can research your audience, analyze what content...