Make an experience distillation system based on the memory plugin and custom plugin for Claude Code

Reddit r/artificial Tools

Summary

A developer shares a free guide to building an experience distillation system for Claude Code using the memory plugin and a custom plugin to overcome context forgetting.

I just published a very helpful article (payment free) on how to make an experience distillation system based on the memory plugin for Claude Code Knowledge distillation is based on memsearch memory and a custom plugin. In theory, various plugins could be built on top of this memory, such as report generation or something similar I’ve been using this tool every day for over two months now, and it works great.I think this might be useful to someone. [https://medium.com/@ilyajob05/claude-code-forgets-everything-heres-how-i-fixed-it-️-1cde5cd3e2ad](https://medium.com/@ilyajob05/claude-code-forgets-everything-heres-how-i-fixed-it-️-1cde5cd3e2ad)
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Reddit r/ArtificialInteligence

A detailed overview of a self-hosted persistent memory system for Claude using MCP, SQL Server, and local embeddings, enabling narrative continuity and identity across sessions.