How is ICM different from skills?

When I first joined this community I could not quite get my head around what ICM actually was. I understood the rough concept, but it kept sounding like skills wearing a different name, and nobody explained the difference in a way that stuck. Something clicked today that made it simple, so here it is in case anyone else is stuck at the same place.

A skill is a recipe with the ingredients already out on the counter. It is a meal you make often, so you have written down how it goes and you have everything to hand. Run it and you get that meal, made well, every time.

ICM is a chef who knows your kitchen.

The chef knows where things are kept, because you told it once. It knows the fridge is over there, and roughly what you keep in it. It knows what you like, because that is the context you have given it over time. It knows what you cooked last week, because your workspace has your past outputs and examples in it. And it can already cook, because that part came with the model.

So when you say "make dinner", it does not need a recipe for that specific dinner. It knows where to look, what you have, and what you would want. That is the whole difference. A skill produces one known thing reliably. ICM is the standing knowledge that lets something work out what to do when there is no recipe for it.

The bit that took me longest to see is that they are not competing. A chef with no idea where anything is kept still needs a recipe handed to them for every single meal. A kitchen full of well-labelled ingredients with nobody in it is just storage. The recipes live in the kitchen, and the chef reaches for one when the job calls for it.

If you are early in this and it still feels like two words for the same idea, that was exactly where I was - And there's loads of content in here and merely being around it and being receptive to some insanely capable people in this community, you will learn loads just via osmosis.

What was the thing that finally made it land for you - and what does the kitchen look like in literal terms in your workspace?

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How is ICM different from skills?