Build a web monitoring agent (in one command)
Running the same search every Monday? An agent takes your topic, scrapes real sites with Firecrawl as a CLI, and gives you a structured report with clickable sources. Claude Code drives, Firecrawl brings the material, the report is verifiable.
Why
Stop scraping the web by hand for your monitoring. You watch a market, a tech, a competitor. Every week, same ritual: ten tabs, copy-pasting into an AI chat, a summary you cannot really verify. The friction is not the search, it is the manual collection and the lost sources. This kit turns monitoring into one command. Firecrawl CLI finds and scrapes real sites, Claude Code structures it into a report. The rule that changes everything: each claim carries its source URL. Without it, you produce an opinion disguised as monitoring. The pivot: a web tool as a CLI only loads context during the…
When
For a PM, PO or founder doing recurring monitoring who wants a verifiable deliverable, not a summary from memory. ✅ You know it's your kit when You redo the same search every week: market, competitor, fast-moving tech You copy-paste bits of pages into an AI and lose the sources You want a report you can click to verify, not a wall of text ❌ Not for this kit You build your own web tool to expose…
Tools included
- Firecrawl Cli
- Claude Code
- Routines