[nurettin]

He really wants to shine, but how is this different than claude memory or skills? When I encounter something it had difficulty doing, or consistently start off with incorrect assumptions, I solve for it and tell it to remember this. If it goes on a long trial and error loop to accomplish something, once it works I tell it to create a skill.

[locknitpicker]

> He really wants to shine, but how is this different than claude memory or skills?

It isn't different. This just tries to reinvent the wheel that all mainstream coding assistants have been providing for over a year.

Even ChatGPT rolled out chat memory in their free tier.

[TeMPOraL]

The difference obviously being, his way you own the memories; in what's currently deployed, it's the platform that owns them.

[locknitpicker]

> The difference obviously being, his way you own the memories; in what's currently deployed, it's the platform that owns them.

I don't think you are very familiar with the state of LLM assistants. Prompt files were a thing since ever, and all mainstream coding assistants support storing your personal notes in your own files in multiple ways. Prompt files, instruction files, AGENTS.md, etc.

[nurettin]

Skills and memory are .md files on your system.