The argument in one line.
The fastest path to AI fluency is not consuming more tutorials — it is building four self-reinforcing projects that each solve a real problem you already have today.
Read if. Skip if.
READ IF YOU ARE…
- You have watched Claude Code videos but have not shipped a working project yet.
- You want AI responses tailored to your specific context, goals, and voice rather than generic answers.
- You are a solo builder, creator, or founder doing repetitive knowledge work you could automate.
- You want a personal website that surfaces in AI search results, not just Google.
SKIP IF…
- You are looking for deep technical implementation — this is a prompt-and-framework video, not a code walkthrough.
- You already have a Claude Projects OS with a working /improve-system skill and knowledge base.
The full version, fast.
Tutorials give you information; building gives you leverage. This video walks through four Claude Code projects that stack into a personal AI infrastructure: clone domain experts into a reusable board that advises on decisions; build a niche tool that solves a problem you have right now; create a personal website with AI-discovery optimization baked in via an Ask AI about me block; and wire an internal operating system of Knowledge, Skills, and Project folders with a self-improving feedback loop. The OS is the unlock — a CLAUDE.md brain file and a /improve-system skill turn isolated one-off wins into a system that gets sharper every session.
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Create a free account →Where the time goes.
00:00 – 02:03
01 · Project 1: Board of Advisors
5-step process to clone domain experts into a reusable /ask-the-board skill inside a Claude Project.
02:03 – 02:28
02 · Bridge and promise
Four-project framing and confidence guarantee.
02:28 – 03:58
03 · Project 2: Why build for yourself
Four reasons: you will use it, you skip analysis paralysis, you sharpen critical thinking, zero audience pressure.
03:58 – 05:58
04 · Project 2: Niched Command Center
Planning prompt, MVP loop, personal finance tracker demo, YouTube tracking dashboard reveal.
05:58 – 09:16
05 · Project 3: AI-Optimized Public Profile
Set page goal, pull design inspiration, scaffold Node.js with Claude, AI SEO blocks, deploy via Hostinger MCP.
09:16 – 09:52
06 · Anti-slop agreement and giveaway
Subscribe CTA framed as a mutual agreement, Claude Max giveaway shoutout.
09:52 – 13:07
07 · Project 4: Internal Operating System
Three-folder structure, CLAUDE.md brain, /improve-system skill, /ingest-resource skill, GitHub as IP storage.
13:07 – 13:44
08 · Recap and CTA
Four-project summary, teaser to Karpathy internal OS breakdown video.
Lines worth screenshotting.
- Watching tutorials is inputs; building your own tools is the only output that compounds.
- The right problem to solve is whatever you are already working on today — hypothetical tools never get used.
- Biasing your AI board toward YouTube creators works because their full public body of work is accessible training data.
- A /ask-the-board skill loops through every advisor automatically so you get multi-perspective analysis in a single prompt.
- A planning prompt before any complex build is universally agreed-upon best practice — it forces you to think before Claude acts.
- Zero audience pressure is a feature, not a shortcut — you build faster and learn more when there is no one to impress.
- AI SEO is already diverging from Google SEO: an Ask AI about me block that pre-populates prompts for ChatGPT, Claude, Perplexity, and Gemini is the new social-links footer.
- CLAUDE.md at the project root is the brain of an internal OS — it teaches Claude how to use your folder system without re-explaining every new session.
- Most people accept the first decent AI output because they have never had to manage or train someone to improve.
- The /improve-system skill is a feedback capture loop: every session refinement is logged so the next session starts smarter.
- An /ingest-resource skill acts as a librarian — it routes new content (articles, transcripts, videos) to the right folder so Claude always knows where to look.
- Putting your internal OS on GitHub treats your accumulated AI context as intellectual property, not a disposable chat history.
- The four projects are not parallel — they are a stack: the OS holds the advisor board, the command center, and the website together.
Four projects that teach AI fluency by using it.
WHAT TO LEARN
The fastest way to get good at AI is to build something that solves a problem you already have — and then build the system that makes every next thing you build smarter.
- A Board of Advisors in Claude is only as good as the content you feed it — bias toward creators with large public archives because their body of work is the training data.
- The hardest part of building a personal tool is choosing what to build; solving that by building for yourself eliminates analysis paralysis entirely.
- Planning before building is the single most agreed-upon best practice in Claude Code — a planning prompt that interviews you produces a spec that matches your actual workflow, not a template.
- AI SEO is already diverging from Google SEO: a page that pre-populates prompts for four AI providers will be found by AI-first researchers the way a social link is found by humans.
- CLAUDE.md at the project root is the difference between a session that starts cold and one that picks up where the last left off — one file replaces all your re-explaining.
- A /improve-system skill that logs session feedback closes the loop most people leave open: getting a better output today and forgetting to teach the system what worked.
- Versioning your internal OS on GitHub treats accumulated AI context as intellectual property you can share, fork, and restore — not a disposable chat history.
- The four projects are not independent — each one feeds the next, and the internal OS is the container that makes all of them compounding rather than isolated.
Terms worth knowing.
- Board of Advisors (Claude)
- A Claude Project populated with ingested content from domain experts, accessed via a /ask-the-board skill that queries every advisor in one prompt and aggregates their analysis.
- Niched Command Center
- A personal tool built with Claude Code that automates a workflow you already do every day, solving a real problem rather than a hypothetical one.
- Internal Operating System
- A folder structure (Knowledge / Skills / Projects) plus a CLAUDE.md brain file that persists context across sessions and improves through a /improve-system feedback skill.
- CLAUDE.md
- A markdown file at the root of a Claude Project that instructs Claude how to use the surrounding folder system, eliminating the need to re-explain context at the start of every session.
- /improve-system skill
- A reusable Claude Code skill that captures session feedback and updates the internal OS so every future session starts with the lessons from the last one baked in.
- /ingest-resource skill
- A Claude Code skill that takes raw content — articles, YouTube transcripts, voice notes — and routes it to the correct folder in the internal OS so it is indexed and retrievable.
- AI SEO
- Optimizing a webpage so AI search engines can accurately summarize and cite it, as distinct from traditional keyword-based Google optimization.
- Hostinger Connector
- An MCP server Hostinger provides that lets Claude Code deploy a Node.js app directly from the terminal without switching to a separate dashboard or CLI.
Things they pointed at.
00:22toolWhisperFlow
00:22toolHex (open-source voice-to-text)
13:27channelAndrej Karpathy internal OS breakdown (follow-up video)
Lines you could clip.
02:28
“Most tools you will create just sit unused because they solve hypothetical problems. This is designed to solve problems you have today.”
03:34
“The tool is nice that you will be creating, but flexing your critical thinking muscles is the massive unlock.”
10:40
“Simply put, it is a bunch of files that help AI go from a good output to a hyper specific great output.”
12:37
“I think my internal operating system as the intellectual property of my life.”
Word for word.
metaphorstory
00:00Project number one is your own board of advisors. This project will let you build your own board of advisors by cloning professional experts so you can make decisions with confidence. So step one here is let Claude interview you.
00:11Run this prompt so Claude can get to know your goals and where you wanna go with your career. The key phrase here is the interview me part, which tells Claude to pull context from you instead of guessing or making assumptions. And the pro tip here when you're answering these questions is to use a voice to text tool, like call it Whisperflow or Hex, which is the free open source alternative, which will allow you to talk instead of typing, which is like 10 times faster.
00:32Step two is identify your board members. Once Claude knows what you want to accomplish in the next one, five, ten years, ask it to suggest who should be on your board. For this video, we're gonna start with two people but you can add as many as you want.
00:44Generally, I like to bias towards people who have publicly available information. For example, YouTube creators because their full body of work is accessible and that serves as training data as you recreate these people on your board. And for any prompt that I go through, take a screenshot of it and then send it into Claude Code.
01:00It's essentially the same as typing it. So after you know who's on your board, step three is ingest their content to create their clone. So go to YouTube or wherever that person has training data available and pull all the links to the content that you wanna ingest.
01:12Then paste that right into Claude and ask Claude to ingest that data into your project. Here you can see a prompt I use which helps me ingest specifically YouTube data. Step four is create your board skill.
01:21Once steps one and three are done, create a custom skill that lets you ask your board questions in one go. We'll go deeper on the concept of custom skills in project four, but the quick version is that a skill lets you run a multi step process automatically by just calling that specific skill.
01:36If I had to really simplify it, just think of it as a reusable prompt that you can easily update. In this case, we're gonna call the skill ask the board. So Claude knows to loop through every single board member instead of just one and then get you a response based on all of their analysis.
01:49Step five, now that you've created the skill, you can actually go ahead and ask your question. Just type slash ask the board followed by whatever is on your mind. So for example, it could be based on everything you know about me, what should I do to capitalize on AI?
02:00When I was the COO of my last tech startup that raised over 18,000,000, I used this exact process to help me make any big decision that I was doing. I can't stress how valuable this one project is, but that's just the first of four quad code projects you need to do whether you're technical or not.
02:15And I promise, if you do all four of these, you will walk away feeling 10 times more confident about building with AI. Project number two is create your niched command center. The goal of this project is to get your hands dirty building a tool that helps you today with something you're already working on.
02:30For me, I spent a lot of time on YouTube, so I built a YouTube planning command center. And before we get into how to build your niche command center, there are four reasons why building this is so valuable. The first is that you'll actually use it.
02:42Most tools you'll create just sit unused because they solve hypothetical problems. This is designed to solve problems you have today. Two is you skip the hardest part.
02:50Coming up with the right problem is what causes analysis paralysis and by building it for yourself, this skips all of it. Three is you get sharper at the thing you actually care about. Building this project forces you to map your workflow and determine how you actually do things.
03:03And the tool is nice that you'll be creating, but flexing your critical thinking muscles is the massive unlock. And the fourth and probably the most important is that there is zero audience pressure. You don't have to ask, does this look good?
03:14You don't have to make it pretty. You don't have to think about marketing. It's literally just for you so you could build quickly.
03:19So step one of this whole process is choose what to build. If you don't know what to build for your niche command center, this prompt helps you create a list of options based on your previous chats with Claude. Pick one of those concepts, but for this video, I'm building a personal finance tracker that charts all of my expenses and income.
03:34And before we get to step two of this project, the question that's probably coming up in your head is, how can I make this so anybody can use it if I want? We'll show that in project three and what makes it 10 times easier is today's sponsor. So shout out to the goats at Hostinger.
03:47Hostinger just launched a hosting plan built specifically for Claude code users. And amongst the premium services out there, it is by far the most affordable starting at as little as $3.99 a month, which is less than a cup of coffee.
03:59But the part that I'm most hyped about is the Hostinger connector. It's an MCP server for Claude code. To deploy an app that you're working on, you just need their API key, and then you bring that into Claude code, and it can deploy the app right from your terminal.
04:11You build in Claude code, you deploy in Claude code. One session, you essentially don't ever have to think about it ever again. And let's say something breaks, their AI troubleshooter can scan the logs and tell you exactly how to fix it.
04:21In project three, I'll be using this exact feature to deploy an app that we build. And for that, I won't have to buy a domain because Hostinger gives everyone access to select domains for free for the first year. So you'll see me using this tool in a bit and I've used this for years.
04:34So to get access, click the first link in the description, then use code Austin m to get 10% off. Now let's go back to your niche command center. Step two of this is you wanna plan and build out the MVP.
04:44There is a universally agreed upon best practice when using tools like Claude Code. You wanna plan before you build anything complex. So step back, breathe, and think about what you need Claude to build before it actually builds it.
04:55The key here is a planning prompt. This is similar to project one where you let Claude interview you, but there's technical guardrails baked in. This interview will help you build a plan for the features you actually need, not what some template online says about a finance dashboard or something.
05:10Then after going back and forth and landing on a plan that you like, you can improve it and let Claude rip. And if you hit any issues, just copy and paste the error that you see into Claude or screenshot the error and just fired it in. Once Claude creates this minimum viable product that you can start using, just start using it.
05:25The point isn't to launch something perfect, it's to create something that's valuable today and add features as you need them. For the personal finance example, let's say it doesn't look at your credit card transactions. You could just say, hey, I wanna add credit card transactions to it.
05:37And just continue this iteration cycle as quickly as possible, and your niche command center is gonna start becoming extremely valuable. I built the finance tracker as an example I knew would apply to most of you, but the one that I actually use is this YouTube tracking dashboard on screen. At this point, it's pretty robust and it has all the features I need to help plan my YouTube videos.
05:55And now I don't have to pay for any external subscriptions, That's a added bonus. And every single feature is specific to exactly what I need.
06:03If somebody else tried using this, it likely wouldn't work that well. So this niche command center is built just for you. But what if you want other people to start using it?
06:11That goes to project number three, which is building your AI optimized public profile. For this project, we're going to create a personal website that is optimized for AI SEO. There are two goals here.
06:20First, humans land on it and they think, wow, this is awesome, and they get a great first impression of you. Personally, I've always loved building websites. I built awesome arcaze.co years ago.
06:29It's the first engineering project I ever built just because I believe so much that you should just have your personal website. It's fun, it's creative, it's awesome. Second is that people will start going to AI first to learn about a person.
06:40When someone types in who's awesome arcadesi, I want my personal website to help tell the story. So to do this, step one is set the goal of the page before you build anything. The question you wanna ask yourself is when someone lands on your page, what do you want them think or what do you want them to walk away with?
06:54For me, this is somebody who's smart. I wanna work with them. Pick what you want and then reverse engineer the styling and the structure based on that feeling.
07:01Step two is pull design inspiration. Find sites that you like, a creator you admire, a brand that you think is dope. Just find things that you love and that can be a source of inspiration.
07:10Or you could go to any of these websites and they have a bunch of inspirations already pre curated so that you could just find something that you love. Step three is create a Node. Js app with Claude code.
07:20So what you wanna do is you take the goal from step one, the inspiration from step two, and then have Claude scaffold an initial proof of concept. This prompt will help you create it and interview you to fill in the copy. And in the prompt itself, it says build me a personal website in Node.
07:32Js. That'll help us deploy it to Hostinger in a little bit. Step four is optimize for AI.
07:37We're starting to see the trend where people aren't going to Google to find answers, they're going to AI. And so that means AI is likely gonna be the first that looks you up. And whether that's a recruiter that AI scans about you or a buyer looking to purchase from you or teammates looking to see who the hell is this guy.
07:51Basically, anyone trying to figure out who you are. So to optimize this, we're gonna have Claude generate these following things. And then at the bottom of each page, we're gonna add an ask AI about me block, which will have links to each of the AI providers.
08:03Then when someone clicks that button, it'll go to the AI chat with a preloaded prompt. And when they hit enter, it'll load information about you. I love this little feature and I think it's gonna be part of most modern websites at the footer the same way social links are there.
08:15But it essentially sets you up for success for a person to go into AI and ask it about you. Send this prompt into Claude to help set it up. At this point, you have your AI optimized website and now step five is deploy the app.
08:27There are a number of ways to do this, but today we're going to use the Hostinger Connector. To do this, go to their website and then pull the API key from there. And then we're gonna use that to configure the connector.
08:36You can have Claude do all of this for you once you actually have the API key and the connection string, or you can edit the MCP file directly. After that, I select the free domain that I wanna use for the site. For me, I'm gonna deploy to awesomercasey.tech.
08:47Then in your Claude code session, you can send this prompt and that's that. Claude handles the deploy and it's really that simple. And if anything fails, Hostinger's AI troubleshooter will scan the logs and tell Claude what's wrong.
08:58This makes it so Claude can fix it in seconds. And there are other ways to do this like using GitHub to auto deploy through Hostinger, which is likely a better option for a fully scaled out product.
09:08But for the sake of this project, that's not needed. Now at this point in the video, you've created your own board of advisors to help you get high quality answers. You've created your niched dashboard, and then you've created your own personal AI optimized website.
09:19Now project four is the one project that made me go from AI is awesome to AI will change the world forever. Before we get into that, if this is your first video, welcome the channel. But if it's your second or more, here's our anti slop agreement.
09:33The visuals, the testing, the time I put into this, this is for humans, not for AI clanker robots. So all I ask is that you subscribe as part of this agreement to help this content reach more people. Also, do wanna congratulate Ali Nezavar six one two seven for winning our Claude Max giveaway.
09:48Comment below with what you're building to enter the next giveaway. Now project four is about creating your own internal operating system. This is a project that personally made me realize or confirm that AI was going to change the world.
09:59So your advisor board, your command center, your public profile, these are all tools you built. The internal operating system is the system that can hold all of it together. Simply put, it's a bunch of files that help AI go from a good output to a hyper specific great output.
10:13And there are three steps to get this set up, The structure, the improvement loop, and the skills that maintain it. And I use this for my own team and I've set this up for other 7 figure businesses. And every time I do it, they're just like, yo, this is crazy.
10:24And I'm just like, I know. Step one is set up the structure. There are three folders in this system.
10:29Knowledge is everything you want Claude to know. This is meeting notes, voice samples, frameworks you trust, articles you've saved. This is where your board of advisors content would live.
10:37There's skills. This is your repeatable processes. The ask the board skill we created in project one would live here.
10:43And then there's project. This is what you're actively working on. So for example, your command center and your public profile could live here once you start building them out.
10:51Here's a prompt you can run to set up this structure. There's a couple of keys here, but one of them is that claud dot m d is the file at the root that is the brain of the whole thing. It essentially tells Claude how to use the folders so you don't have to re explain every time you open a new session.
11:05It's like teaching Claude how to use this system. Step two is you wanna build a slash improve system skill. This is the most important part of the whole process.
11:13Most people use AI, they get an output that's okay, and then they just accept it. And I frankly don't blame them because most of us have never had to manage or train someone to upskill them. So it just doesn't really come naturally.
11:24So the key with AI is creating a system that logs information, which we did in step one, and then a system that captures feedback so your system improves over time. That's what the slash improve system skill does. Here's how it could work.
11:35Let's say you write an email and the first draft is too verbose. You could say rewrite shorter. And eventually, you land on a good draft.
11:42Then after landing on that final draft, would run slash improve system. And then the next time it writes an email, it'll automatically be more concise. Every iteration, it teaches the system and it improves.
11:52On screen, you can see a simple version of this improved system skill that you can immediately set up. If you want a more productized version of this that I use for every client I work with, if you go to buildpartner.ai, it has a Claude code plugin that does exactly this and it's free to try out.
12:05That version allows you to run at once and it'll audit your whole setup, suggest improvements, and it'll update files for you. Step three is build an ingest resource skill. Improve system is a teacher that helps your internal OS learn.
12:17The ingest resource skill lets you systematically bring in new information called articles, transcripts, YouTube videos, and ingest it into your system to make sure it's set up properly. Think of this like a and then put it in the right place so that the AI brain knows where to look.
12:32Step four is you put it all in GitHub. And this is technically optional, especially if you're just using this yourself, but I do think it matters.
12:38I think my internal operating system as the . And it started with just me using it, but now my whole team's plugged into it. And every time I set up something similar with my clients, they're just blown away.
12:49For this reason, I like to treat it as software. And generally speaking, software lives on GitHub. And by adding it, it's easy to undo any changes that you make, and you can see your whole progress over time.
12:59Then eventually, it sets it up so anybody can start using this system. Here's a prompt you can use to help you get started with this. The key with this internal operating system is that you create a foundation that can build up over time.
13:09Data ingestion that allows you to build up a valuable dataset and a simple way to improve the system. So once you create your board of advisors, you set up your niche command center, you build your AI optimized public profile, and then you set up your internal operating system, you will have an entirely different swagger about building with AI.
13:25My advice is just start doing things, don't overthink it. Now if you wanna go deeper on the internal operating system, I have this video where I break down how Andrea Carpathi, the former head of AI at Tesla, set up his own version of this.
13:37It builds on everything that we covered in project four and gives an in-depth tutorial on how to do this. I'll see you over there. Peace.
The Hook
The bait, then the rug-pull.
The title makes a promise the content actually keeps: stop consuming, start building. Four projects, fourteen minutes, and a framework that stacks — each one feeding the next until you have a personal AI infrastructure that learns from itself.
Named ideas worth stealing.
00:00list
Board of Advisors (5 steps)
- Step 1: Let Claude interview you (goals, career direction)
- Step 2: Identify board members (bias toward creators with public content)
- Step 3: Ingest their content into a Claude Project
- Step 4: Create a /ask-the-board skill
- Step 5: Query the board with your question
Turns publicly available expert content into a persistent advisory panel accessible via a single slash command.
Steal forAny decision that benefits from multiple expert perspectives — hiring, pricing, strategy pivots
09:52model
Internal OS Structure (Knowledge / Skills / Projects)
- Knowledge — meeting notes, voice samples, frameworks, saved articles, board content
- Skills — repeatable slash-command processes (/ask-the-board, /improve-system, /ingest-resource)
- Projects — active work (command center, public profile, client deliverables)
- CLAUDE.md — root brain file that tells Claude how to use the whole system
A persistent folder structure that turns Claude from a stateless chatbot into a context-aware collaborator that remembers and improves.
Steal forAny knowledge worker who runs recurring workflows and wants AI that gets sharper over time without re-prompting from scratch
02:28list
Four Reasons to Build for Yourself First
- You will actually use it — solves today problems, not hypothetical ones
- You skip the hardest part — no analysis paralysis on what to build
- You get sharper at the thing you actually care about — maps your real workflow
- Zero audience pressure — build fast, no marketing required
A reframe for anyone stuck on what should I build — the answer is always the tool that solves your current workflow.
Steal forPositioning any tool or course that teaches by building rather than by watching
How they asked for the click.
VERBAL ASK
09:16subscribe
“All I ask is that you subscribe as part of this agreement to help this content reach more people.”
Framed as an anti-slop agreement — mutual exchange between creator and viewer, not a generic ask. Lands mid-video before the highest-value project (Project 4).
MENTIONED ON CAMERA
FROM THE DESCRIPTION
PRIMARY CTAWhere the creator wants you to go next.
Visual structure at a glance.
