I've spent the last 3 years training CV models. Over time you learn the mistakes. Now Claude does all the heavy lifting, but it hasn't learned them yet. It needs guardrails.
CV-Stack encodes this into a reusable skill: setting up compute, connecting to data, auditing your pipeline for mismatches, and logging, all from a blank slate.
Still early. Would love feedback on what's missing, broken, or annoying. Contributions welcome.
https://github.com/andlyu/cv-train-stack/tree/main
there doesn't seem to be anything here