Don't Brute-Force Your Way Through AI—Turn It into a Flowchart
You pick up a skill someone else built, and what you get is a complicated skill document. Multiple files, page after page of it. But think about it: a skill is just an SOP written for AI—it's a description of a business process. Since it's a process description, no matter how complex it looks, you can extract the core information with a logic flowchart and present the full loop-and-branch logic visually.
So the way I keep up with new tech is probably the opposite of what most people expect. I don't scroll through the-sky-is-falling AI news or short videos. I go straight to the official documentation—sometimes even the source code—and abstract it into a flowchart. Sounds like more work, right? But that one step is exactly what makes everything after it faster.
Today I want to share a skill. I did a whole episode on it before—it’s the one I built for generating logic flowcharts. Why does it help you learn AI faster? Let me set up the scenario and it’ll click.
You pick up a skill someone else built, and what you get is a complicated skill document. Multiple files, page after page of it. Your first reaction? Overwhelm. But think about it: a skill is just an SOP written for AI—it’s a description of a business process. That sentence is the starting point for everything today. Get that straight first, and the rest follows.
Since it’s a business-process description, no matter how many files it spans or how many words it runs, you can extract the core information with a logic flowchart and present the full loop-and-branch logic visually. Once you’ve drawn it out, learning becomes incredibly direct. Concepts, methods—it all works. You’re no longer reading a long document word by word. You’re looking at a diagram: which step checks what, which branch it takes, where it loops back. All right there.
At this point someone might think this is a shortcut, a way to skip the hard stuff. It’s the opposite. How do I pick up new AI tech so fast? Not by scrolling through the-sky-is-falling AI news and short videos. I go find the official documentation for the new technology—sometimes even the source code—and abstract it into a flowchart. See, the material I’m reading is actually more raw and more foundational than what news-scrollers consume. I just read it differently. A flowchart doesn’t let you skip information. It gives you a different structure for digesting it.
Then comes the part I find genuinely fun. Sometimes I attach a Q&A bot to these logic diagrams. It’s almost too perfect. I just tell it what I need, and it iterates on the system from the perspective of the process framework—adapting it to my business. Think about what that means. I’m not hand-waving about how cool some technology is. I’m holding a complete logic diagram and having a bot make targeted modifications within that framework. Once it’s done, I send the result to my CC, and I can do rapid iterative development on top of someone else’s source code. From understanding to shipping, no gap in between.
Pull the whole chain together and you’ll see it comes down to one thing. In the AI era, what matters most is how you think about it. Tools change, models get swapped out, today’s hot skill might be obsolete in six months. But the ability to break a complex thing into a process, see its decision logic clearly, and iterate on that framework—that doesn’t expire.
Source: EP0090 (2026-08-30, 1:16) · audio recorded by the host · on-screen presenter is an AI avatar · both text and timecodes come from gemini-2.5-pro ASR of that recording, with two passages re-checked by ear across models and two homophone spellings normalised
[00:00] The fastest way to learn AI Today I’m going to share with you a skill I’ve actually talked about it in a video before It’s the one I made for generating logic flowcharts, that skill So why does it help us learn AI faster? Think about it When we want to learn how someone else made a skill you get a really complicated skill document So what is a skill? A skill is essentially an SOP written for the AI to read It’s a description of a business process It doesn’t matter how many files it has
[00:25] or however many thousands of words it runs to you can always use a flowchart to extract the core information Using loop-and-branch logic you can create a complete visual rendering Then you can learn it in a very intuitive way Whether it’s concepts or methods it works really well for both Why am I able to pick up all the new AI tech so fast? It’s not by watching all that “the-sky-is-falling” AI news and short videos It’s by actually going and finding the new tech’s official documentation or even the source code
[00:51] and abstracting it out as a flowchart Sometimes I even attach to these logic diagrams a Q&A bot It’s just perfect I just have to tell it what I need and it can use the process framework to iterate on the system to fit my business and then send it to my Claude Code and I can build on top of someone else’s source code and iterate on it really fast You know, in the AI era, the most important thing is your approach Did you learn something today?