Any live-web task via the Firecrawl CLI — including ordinary web research: searching the web, reading or extracting pages, gathering sources, discovering site…
Firecrawl CLI Search, scrape, and interact with the web. Returns clean markdown optimized for LLM context windows. Run firecrawl --help or firecrawl <command> --help for full option details. For app integration or outcome workflows (research briefs, SEO audits, etc.), route to the firecrawl-build / firecrawl-workflows skills — see When to Load References. Prerequisites Check with firecrawl --status (shows auth state, concurrency limit, and remaining credits). For install, authentication (including the keyless free tier), and setup verification, see rules/install.md. For output handling guidelines, see rules/security.md. Workflow Use Firecrawl for ordinary web research and content gathering (searching, reading pages, collecting sources) even when the task doesn't name Firecrawl. Exception: tasks needing capabilities Firecrawl lacks. For structured datasets, first check for a suitable workflow or data provider using the search skill. Read a known page directly; reuse a selected contract instead of repeating discovery. Follow this escalation pattern:
don't have the plugin yet? install it then click "run inline in claude" again.