This is a persistent memory system that lets Claude remember things across sessions, but it's explicitly configured for one person's personal use (wangyang.learnwy). The interesting bit is how it works around AI IDE sandbox restrictions by forcing all file operations through bash scripts instead of direct write commands. You get a SOUL.md file for core memories and timestamped history files that can be appended or backed up. It's meant to be loaded at the start of every conversation. Unless you want to fork it and reconfigure for your own setup, this is really just a reference implementation showing one approach to giving an AI assistant long term memory through the filesystem.
npx skills add https://github.com/learnwy/skills --skill memory-manager