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I did an automatic review of over 140 such systems.

There are comparisons and stuff: https://zby.github.io/commonplace/agent-memory-systems/

Deja-vu is here: https://zby.github.io/commonplace/agent-memory-systems/revie...

And the full list: https://zby.github.io/commonplace/agent-memory-systems/revie...

I think 'enforcement' is wholly outside the ballpark of a memory system.

If I remember well, the starting point was that memory is only useful if it changes the system behaviour. There are many ideas of automatic 'tips' or 'rules' that are injected into the prompts so that the agent acts accordingly to some retained lesson. But there are many failure modes for this. But maybe I'll need to revise the phrasing on that page and in instructions.

This is amazing work but frankly not very helpful for me as a user. What is your top 3 recommendation? I just want to install something that works.

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