The goal is: “ask your machine how it’s feeling” in natural language, backed by tool outputs (not just free-form text). For a lightweight demo I used a hairdryer
The idea is simple. Instead of dashboards, scripts, you “ask the machine how it’s feeling”, and the system produces an operator-style diagnostic report backed by tool outputs (via MCP and Claude Skills).
For a fun demo I used a hairdryer rather than an industrial machine . If you just want to see the end result, the page includes a downloadable hairdryer diagnostic report.
I’d love feedback.