Hello everyone, leopardracer here and I almost didn't post this!
> The AI workflow in this article is ridiculously underrated.
Follow @leopardracer for AI systems that actually give you an edge.
Follow @leopardracer for AI systems that actually give you an edge.
You know the feeling of explaining yourself over and over to different AI’s. You feel bored, and sometimes, just spend a voice memo, or curse when AI doesn’t remember yesterday.
Well, I’ve been there and done that.
Claude.MD files are a really solid solution for most cases, but what if there is a better way? I already built a simple AI second brain, which is the level 2 after Claude.MD files setup, and can remember a lot of things.
But I don’t want it JUST not to forget. I want it to be able to THINK. And the system I built does this.
VIDEO
## How does the AI second brain work?
The system I’ve built connected all my notes using Karpathy’s wiki method.
Simply put, it reads everything I’ve ever made and compiles it into a living wiki, one page per topic.
Every time an agent runs, it doesn’t just hand me an idea; it writes back into the wiki first, so the brain gets a little smarter every single time.
New topic? It opens a new page on its own.
The wiki never stops growing.
And next, the same Hermes agents go through these connections + my previous data (my 238 articles, my 1,391 Claude.ai conversations, my 138 Claude Code sessions) and generate a thought for me, one that can change everything.
My connections are:
• Post: Reads my old articles + builds, finds what actually made money (with live proof from the web)
• Build: Looks at what I've built but never shipped, then tells me exactly what to make next.
• Stoic: reads my journal + my own psychology, and coaches me through the day.
Note: Studies my best Substack notes and hands me the next one to write.
Note: Studies my best Substack notes and hands me the next one to write.
These four agents each look at me from a different angle.
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