Claude Code + 9-skill pipeline
The Claude Code nine-skill pipeline — documented publicly by Semrush’s content team in June 2026 — is the most sophisticated DIY approach to a claude-powered content refresh workflow for old blog posts available today. The nine skills run in sequence: fetch the live article, research the SERP and top competitors, run an EDI semantic similarity check against the existing piece, synthesize an update plan, identify outdated content, audit product mentions, draft the updates, generate a side-by-side highlighted diff, and format the result for publishing. Crucially, every skill saves its output to a file before the next skill runs — so the pipeline has a paper trail and any step can be re-run without restarting from scratch.
The real-world results are strong: Semrush’s team replaced an n8n workflow that handled research but “broke at drafting,” and the Claude Code rebuild handles both. The catch is that someone has to build and maintain the pipeline, manage API keys, and babysit failures. For teams without a developer, this approach stays theoretical.


























