I agree, I have said it before, ChatGPT is like Photoshop at this point, or Google. Even if you are using Bing you are googling it. Even if you are using MS Paint to edit an image it was photoshopped.
Easy, let me try to explain:
You want to achieve X, so you ask your AI companion, "How do I do X?"
Your companion thinks and tries a couple of things, and they eventually work.
So you say, "You know what, next time, instead of figuring it out, just do this"... that is a skill. A recipe for how to do things.
Yes, sometimes skills are more reliable, but not always. That is the biggest culprit to me so far. The fact that you cannot reliably trust these LLMs to follow steps or instructions makes them unsuitable for my applications.
Another thing that helps is adding a session hook that triggers on startup|resume|clear|compact to remind Claude about your custom skills. Keeps things consistent, especially when you're using it for a long time without clearing context
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