As an AI skeptic, I’ve been brought around to using Claude Code to understand a codebase, like when I need to quickly find where something happens through a tower of abstractions. Crucially, this relies on Claude actually searching my codebase using grep. It’s effectively automated guess and check.

I wonder if a SPICE skill would make LLMs safer and more useful in this area. I’m a complete EE newbie, and I am slowly working through The Art of Electronics to learn more. Being able to feed the LLM a circuit diagram—or better yet, a photo of a real circuit!—and have it guess at what it does and then simulate the results to check its work could be a great boon to hands-on learning.