When regular web scraping hits a wall because content is locked behind JavaScript interactions, login forms, or multi-step flows, this gives Claude control of a live browser session. It scrapes a page first, then lets you use natural language prompts to click buttons, fill forms, handle pagination, or navigate checkout flows. The workflow escalation makes sense: try basic scraping, then escalate to browser automation when needed. Profile support means you can log into a site once and reuse that authenticated state across multiple scraping sessions. It's the difference between grabbing static HTML and actually driving a browser like a human would.
claude skill add firecrawl/cli:firecrawl-interact