The biggest issue I have with these systems is, I don't want a blanket memory. I want everything to be embedded in skills and progressively discovered when they are required.

I've been playing around with doing that with a cron job for a "dream" sequence.

I really want to get them out of main context asap, and where they belong, into skills.

https://github.com/notque/claude-code-toolkit

Isn't this the idea behind holographic memory? Chopping the image in half gets you the same image at half the resolution? Or so I've heard...

What you want is a context mipmap.

Then there was the Claude article describing using filesystem hierarchy to organize markdown knowledge, which apparently beats RAG.

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