Modern Creator Network
Alex McFarland · YouTube · 37:23

Claude Code Masterclass: Build Your AI Co-Writing System

A 37-minute tutorial showing non-developers how to replace one-off prompts with a persistent, file-based AI co-writing system built inside Claude Code.

Posted
5 months ago
Duration
Format
Tutorial
educational
Channel
AM
Alex McFarland
§ 01 · The Hook

The bait, then the rug-pull.

Ninety-nine percent of people who use AI see the word 'code' in Claude Code and stop reading. Alex McFarland's thesis is that this is the most expensive mistake a writer, founder, or content operator can make right now — and his 37-minute masterclass is the corrective.

§ · Stated Promise

What the video promised.

stated at 00:08“I'm gonna give you every single tool, every resource that you need as a downloadable to do that and to get started.”delivered at 15:50
§ · Chapters

Where the time goes.

00:00 – 01:14

01 · Cold open + promise

Opens on the thesis — Claude Code is not just for developers. States the promise: a full co-writing system, downloadable starter kit included. Lists 5 things covered in the class.

01:14 – 02:36

02 · Audience targeting

Who this is for: newsletter writers, Substack/Beehiiv creators, email marketers, social media, business owners & CEOs scaling their voice, ghostwriters, SEO, brands and teams.

02:36 – 05:38

03 · Why AI writing fails

The core problem framing: AI doesn't fail because it's not smart enough — it fails because it lacks context. Identifies 5 failure modes: generic output, inconsistent voice, heavy editing required, re-explaining from scratch each session, prompt roulette.

05:38 – 08:24

04 · From prompting to systems

Side-by-side comparison: Prompt Engineering (one-off, no memory, inconsistent) vs Context Engineering (persistent, predictable, voice-consistent). Formula: context + instructions = quality output.

08:24 – 09:44

05 · What is context engineering?

Defines the 4 pillars: structured information (organized JSON profiles), persistent files (context lives in the project), reusable instructions (skills written once), system prompts (rules that define how AI operates).

09:44 – 12:25

06 · Why Claude Code over Claude Desktop

Argues Claude Code is categorically different: file system access, bigger context window, reliable MCP connections, persistent CLAUDE.md, skill discovery, agent support. Claude Desktop cannot replicate this.

12:25 – 14:51

07 · Access and pricing

Recommends Cursor (AI-native editor) with Claude Code VS Code extension. Subscription vs API key — recommends subscription. Alex uses the $200/mo Max plan, runs Opus 4.5 all day, never hits limits.

14:51 – 22:43

08 · Folder architecture and CLAUDE.md deep dive

Walks through the full folder structure: .claude/skills/, context/, knowledge/, CLAUDE.md. Shows the actual CLAUDE.md template: system identity, context routing, workflow rules, skills guide. Gives away starter kit download for paid Substack members.

22:43 – 24:37

09 · Installing Claude Code in Cursor

Live demo of installing the Claude Code for VS Code extension in Cursor, opening it as a panel — shows it looks like a normal Claude chat, not a terminal.

24:37 – 26:52

10 · Context profiles: Voice DNA, ICP, Business Profile

The 3 core JSON context profiles that power the system. Explains Voice DNA as the most important — focuses on tone/personality, not just word patterns. Shows example JSON structure. Gives Substack members 3 creator prompts to generate their own profiles.

26:52 – 33:01

11 · Live demo: 20 Substack notes from a newsletter

Pastes newsletter into knowledge/drafts, asks Claude to write 20 Substack notes. Claude reads system instructions, reads Voice DNA + ICP, invokes the Substack notes skill autonomously, outputs 20 notes, then creates a folder and saves them — all without explicit prompting.

33:01 – 35:10

12 · Recap and offer pitch

Recaps the 4 components (concept, architecture, profiles, skills). Pitches paid Substack ($20/mo for starter kit + resources) and the Co-Writer System high-ticket training program waitlist.

§ · Storyboard

Visual structure at a glance.

title card
hooktitle card00:00
audience targeting
promiseaudience targeting01:38
problem: AI fails
valueproblem: AI fails03:30
prompt vs system
valueprompt vs system06:30
context engineering
valuecontext engineering08:38
access + setup
valueaccess + setup12:25
CLAUDE.md example
valueCLAUDE.md example20:20
context profiles
valuecontext profiles24:37
live demo
valuelive demo26:52
Claude writes notes
valueClaude writes notes32:48
what we covered
ctawhat we covered34:48
co-writer system
ctaco-writer system36:40
§ · Frameworks

Named ideas worth stealing.

08:24list

Context Engineering (4 Pillars)

  1. Structured information
  2. Persistent files
  3. Reusable instructions
  4. System prompts

The 4-part framework that makes AI writing output predictable and voice-consistent, as opposed to prompt engineering which produces one-off, context-free outputs.

Steal forJoeFlow onboarding — this is the exact argument for why Sessions + CLAUDE.md beats just using Claude.ai
14:51model

Co-Writing System Folder Architecture

  1. .claude/skills/
  2. context/ (voice-dna.json, icp.json, business-profile.json)
  3. knowledge/
  4. CLAUDE.md

The four-folder project structure that gives Claude persistent identity, audience awareness, and packaged expertise across every session.

Steal forJoeFlow project templates — offer this folder structure as a downloadable starting point for power users
24:37list

The 3 Context Profiles

  1. Voice DNA (tone, personality, communication style)
  2. ICP (who you write for, their pain, language, goals)
  3. Business Profile (what you offer, positioning, differentiators)

Three structured JSON files that give Claude deep knowledge about creator identity. Voice DNA is the most important — Alex emphasizes it should capture personality and tone, not just vocabulary.

Steal forMCN+ onboarding — these 3 profiles as a setup wizard would make any AI-assisted content feature dramatically better from session one
05:38model

Prompt Engineering vs Context Engineering

Side-by-side comparison. Prompt Engineering: one-off, no memory, re-explain everything, inconsistent voice. Context Engineering: persistent system, predictable output, memory built in, consistent voice. Formula: context + instructions = quality output.

Steal forJoeFlow marketing — this comparison slide is a template for explaining why session context > one-shot prompts
§ · Quotables

Lines you could clip.

05:38
“Most AI writing fails. And it's not because the AI isn't smart enough. It's because it lacks context.”
Tight, counterintuitive statement. No setup needed — opens a loop immediately.→ TikTok hook
05:39
“You wouldn't hire a writer without showing them your past work, explaining your audience, and describing your style. So why would AI be any different?”
Analogy that reframes AI setup as common sense, not technical complexity.→ IG reel cold open
03:58
“If you stop using this traditional sense of prompting your way through everything and start actually building a system, now you're in the 1% of the 1% of AI users when it comes to writing operations.”
Status positioning — appeals to early-adopter identity.→ Newsletter pull-quote
08:15
“The formula really is context plus instructions equals quality output. Better input, better output every time. Simple as that.”
Punchy formula delivery. Works as a standalone 10-second clip.→ TikTok hook
28:59
“You don't even have to prompt anymore. You just do the system setup once and you never have to prompt again.”
The payoff line — delivers on the core promise of the video at the demo climax.→ IG reel cold open
§ · Pacing

How they spent the runtime.

Hook length74s
Info densitymedium
Filler15%
§ · CTA Breakdown

How they asked for the click.

35:11product
“For my paid Substack members, your starter kit is here. You can download this file, you can open this folder right on your computer and just kick it off right away.”

Two-tier pitch: $20/mo paid Substack (starter kit + weekly guides) as entry, then high-ticket Co-Writer System training program waitlist. Soft sell — no countdown, no urgency. Relies on demonstrated value from the live demo.

§ · The Script

Word for word.

HOOKopening / re-engagementCTAthe pitchmetaphoranalogystory
00:00HOOKIn today's Claude masterclass, I'm gonna show you how you can build your first AI co writing system inside of Claude code, and I'm gonna give you every single tool, every resource that you need as a downloadable to do that and to get started. So as I said, master class Claude code for writing, how to build a co writing system that scales. And this is super important because,
00:19HOOKyou know, I think, like, 99% of people out there who use AI when they hear Claude code, they just see that that second part of code, and they think it's technical. It's for developers, and this is just simply not the case anymore. And if you're not using Cloud Code for, you know, everything outside of development for content operations and writing operations, you're totally missing out. It's, like, a million times more powerful than regular Cloud AI,
00:38HOOKwhether that's the web app or or the the website or the desktop app. And you're gonna see that once you start using Cloud Code for this type of work, it's gonna unlock things you they don't even know were possible. I use it every single day now. It it's, like, the backbone of all of my writing operations. So that's what we're gonna do today, give you the the the building blocks you need to start doing this. Alright? So Cloud Code for writing. Now I broke down five main points of what we're gonna learn today in this in this masterclass. The first is the concept, why context engineering beats prompt engineering. Then we're gonna look at the setup, how to actually access and set up Cloud Code. It's it's easier than it might sound. The architecture, we're gonna look at the folders and the files and how they connect. Then we're gonna look at the components,
01:15such as the Claude MD file, which is gonna be like your system instructions, context profiles, which I'm gonna explain, and Claude skills, which I'm gonna give you. And then you're just gonna see me building this from start to finish so you can follow along as well. Now who is this for? Like I mentioned, Claude code is not just for developers. So if you ever had that thought, get that out of your head right now. This is for anyone. Anyone who needs to to scale up or improve their writing operations and wants to use AI as a co writer. And this can be newsletter creators. This can be anybody on Substack, Beehive, email marketers.
01:45We can do social media creators, business owners and CEOs, founders who might need to scale their voice, professional writers. This is a big one. If you are a ghost writer or a tech writer or a a a content writer for a company, SEO, anything like that, you need to be using Cloud Code. Like, you absolutely need to be using Cloud Code, and you're gonna make a ton of money. You're gonna scale up your your your writing and improve the quality of it like you did not even know was possible. And then lastly, brands and teams. If you are a a marketing team, a team at a startup, anything,
02:14you really should be comfortable using this to, you know, scale up your your brand's content and target the right ICPs, etcetera. So that's who this is for, and that's just a small list. This is really anybody who who needs to, you know, write with AI in in any capacity. So if you take a look here, you can see this is kinda what we're gonna build here. I'm gonna show you all inside now after this. But what you're looking at here
02:37is Cursor, the tool I use, the coding tool I use with Claude code inside of it. And on the left, you can see the folder that I'm working in, which is basically my writing system folder. In the middle here, you can see actual Claude installed through an extension on Cursor, which I'll show you how to do, which is super simple. And here on the right is the markdown preview of what it is I'm working on. So in the screenshot here, this is actually me working in Claude code, setting up this master class that you're watching right now. So,
03:03you know, that that's it. It's all connecting in one way or another. Alright? Now before I show you exactly how to set this up, I just wanna cover a couple, like, really important points that I I just I talk about all the time, but it's just so important because there's so much bad AI stuff out there, bad AI advice. There's a lot of bullshit, a lot of just
03:22bad prompt libraries, bad just all around bad AI use and advice, and we need to break that. And that's why I talk about it all the time because, honestly, with the amount of people, like alright. If you think about it this way. There's already you know, if you're using AI in any capacity, you're already ahead of a lot of people who don't use AI. Right? And then if you're using AI to write,
03:43you're even ahead of more people now. Right? And if you are using AI to with context at the same time, now you're getting ahead even more. And among all of those those people, you know, probably 99% of them are just using prompts. So if you stop using this traditional sense of, like, prompting your way through everything and start actually building a system, now you're, like, in the 1% of the 1% of AI users when it comes to writing operations, and you're gonna stand out, and you're gonna go way ahead of them. Because, like, me on Substack, on Twitter, or X, or YouTube, or wherever it is I am, especially on, like, Substack and in more written content platforms,
04:19there are so many people still sharing, like, crazy amounts of prompts and stuff that that are just so, like, so, like, a year ago. You know? Like, it's shit I was seeing a year ago that was useful, maybe two years ago, and now it's just, like, getting old. Like, you should not be doing that. But alright. So most AI writing fails, and it's not because the AI isn't smart enough. It's because it lacks context. If you're using a simple prompt for everything, that's why your AI is gonna fail, not because it's it's not capable. Yeah. A lot of people talk a lot of shit about how AI can't do this, can't do that. That's not they just don't know how to use it correctly.
04:46So if any of these sound familiar, you definitely need to be building a system with Cloud Code. If your output sounds generic like everyone else using, you know, Chatbook Tea, if you don't have any consistency between sessions, different voice every time, if you struggle with that, if you often have to edit, you know, heavily or even edit at all, like, you have to do any serious amount of editing that takes up a lot of time, you shouldn't be doing that if you're looking for scaling up your production. If you're starting from scratch, always reexplaining who you are, what you're doing. This is a serious problem. You should not be doing that. And if you're playing on a, say, prompt relay, hoping this prompt works better than the last, throw this prompt or that prompt, like, please just stop. You need to move past that. Alright?
05:24HOOKThe real issue is the AI doesn't know who you are, who you write for, or how you sound. Like, that's three of the key issues among many, many, many. But that's three of the fundamental issues that you cannot achieve without setting up a proper system, which Cloud Code helps us do. So this little quote here, I kinda quoted myself. That's kinda that's kinda it's kinda bad, but I quoted myself here, you wouldn't hire a writer without showing them your past work, explaining your audience, and describing your style. So why would AI be any different? Right? So, you know, that's that's applicable to anybody. If you're a founder or CEO and you hire a ghostwriter,
05:54HOOKyou know, you would obviously need to share samples of your work, your voice, your audience, describe all of that to them. Same thing if you're writing for a team. If you're you're a company or you're doing marketing or anything like that, you would not be able to hire on new team members, new content writers, new whatever without explaining everything to them. So you cannot do you cannot expect AI
06:12to just magically know all this stuff. Alright? So what we're doing here is moving from prompting to systems. Alright? So prompt engineering, you know, this is a very simple you know, this obviously isn't a prompt here, but just for you to have an idea, it might look like something like this. Write a LinkedIn post about productivity, then you might have a you know, sometimes prompts can be a page, two, three pages long. You know, there there are some prompts that are really good. I'm not, like, a 100% against prompts. I use them. I give them away. I sell them. But you need to know where a prompt is is should be used and where it shouldn't be used. So if you say, you know, right here, write a LinkedIn post about productivity. Write this in a a more casual tone or a more business professional tone and do this and do that, you're just gonna get generic output. You're gonna get output, and guess what? You belong to that 99% who are publishing shit online that nobody likes to read, and it's not valuable, and it's just getting really annoying to read that as well. I'm sure you know it's getting very annoying to scroll on your feeds and see this over and over and over again. I don't even care anymore at this point. If I see something that I know is AI generated, I don't I don't mind that at all. That doesn't there's no that doesn't bother me. Right? Like, you can even look at some of my writing and say, oh, that was generated AI. I use AI writing. Like my whole thing is teaching you how to use AI writing. That's not the point. The point is it just provides a value, and it's just like this this words this just words that mean nothing, and and that's what we don't want. So the problem's not writing with AI. Problem's not even people noticing something's written by AI. The problem is just not providing value. Well, context engineering changes that. Right? Because context engineering, what we can do is load up things like our voice, our ICPs, our ideal client profiles,
07:37our skills, and then the output now is no longer based off of a prompt. Instead, it's all of this together. So it's writing in our unique voice, targeted to our unique audiences, using our unique skills, and that is where you start to provide value even when using AI for writing. Okay? So is also what we're gonna be building here. The difference, prompt engineering, one off prompts. You hope for good output. You don't have memory between chats, you know, with some caveats there, like using projects and stuff. You often have to re re explain everything or at least a lot of things, and you get inconsistent results. Well, context engineering, which is enabled by building something out in, Cloud Code, we're gonna get a persistent system, predictable output,
08:13memory built in, context always available, and a consistent voice. Okay? And the formula really is context plus instructions equals quality output. Better input, better output every time. Simple as that. Now what is context engineering? Context engineering can mean many things to many different people depending on what it you're working on. You know? So somebody who is might be a developer, might have a different definition of what context engineering is to somebody like me who uses AI for writing. But for me and for us who are concerned with writing operations and scaling up with AI or co writing with AI,
08:42context engineering to us is structured information. Alright? We wanna give a lot of organized profiles in context, not just long markdown files or just, like, not we're not dumping everything into AI. We're being very selective in pointing it into the right areas, and also making sure that when it gets to those areas, the information is structured in the most optimized way for whatever it is we're doing in that at that time. The second is persistent files. We want context that lives in our project. We want context that is always accessible, always available to the AI. We don't wanna be surfing around for it, looking every time we're trying to, you know, write something. The third is reusable instructions.
09:19These have been made so much easier with the invention of, like, Claude's skills and things that we're gonna talk about here. Our system instructions, we need skills and instructions that we write one time and we use it forever. Or, hey, we use it forever. We don't need to write a prompt or copy and paste a prompt every time. We give the AI access to the skill that is just reused all the time. And then lastly, system prompts, the rules that define how our AI operates is super important as well.
09:45What is ClaudeCode? ClaudeCode now is what's gonna enable us to build this system. And ClaudeCode is Anthropic's official agentic coding tool, but it's secretly perfect for writing systems. So do this now before everybody learns this, you know, and and everybody starts doing it. It's perfect for writing systems. This is what it looks like here inside of, for example, Cursor. You can you know, a lot of people think it looks like that terminal. You see a lot of people use Cloud Code, and you see the little the little Cloud Code robot y terminal type stuff on people's computer. But if you just install install an extension here in cursor, it just looks like a regular Cloud Chat. It doesn't even look like coding. You forget that you're even in a coding environment.
10:19And why do we wanna use Cloud Code for writing? Well, first, is it has file system access. It can read and write our files in the project we're working in. So we're just gonna open a folder, and now Cloud Code can can literally run wild in this folder and do what we need it to do. And, you know, a lot of people, like, just before jumping on this this masterclass, I saw somebody answer one of my Substack notes saying, oh, you don't like, they were kinda saying, you don't need to use Cloud Code for everything. You could just use Cloud Desktop with all of its integrations. Because Cloud Desktop, like the app you can just download on your desktop, is not Cloud Code. We're talking just Claude desktop where you would be working in projects and stuff like that. They have extensions. You can hook up to MCPs. You can hook up to stuff like this, but don't get fooled. It's not the same thing as Claude code. Number one, the MCPs I find are way more unreliable on Claude desktop. It does not work smoothly like it works on Cloud Code
11:05being, like, your connections, MCP, which is your connections to other tools. It does not work easily, but not just that. There's a big difference between having Cloud Cloud in a folder, easily able to read, like, entire archives of our content, organize stuff, write stuff for us. It is so much more efficient if we're working with Cloud Code inside of a folder. Also, the context window is way bigger. You're not gonna run into problems like you do on Cloud Desktop. So believe me, I would not be telling you to write in Cloud Code and build all this in Cloud Code if you could just get the same quality output in Cloud Desktop. There would be no reason for me to do this. So you can believe, and my promise to you is that the moment that it becomes this easy to build somewhere else, I will bring that to you. But right now, Cloud Code is the best place to do it. Secondly, persistent context. We have a Cloud system file that can load automatically with every session. So every time Claude fires off and does something inside of your folder, it reads the system instructions first. We have skill discovery.
11:58We can upload in our folder Claude skills and allow Claude to autonomously invoke those skills as an agent whenever it wants or needs to. We don't need to copy and paste all over the place. We can work directly in our content. What happened here? And lastly, project based. We could build out different projects
12:17with different systems. So I have a folder for myself. I have a folder for each one of my clients. I have I have folders which act as different projects. Okay? Alright. So now we're gonna get into it. Let's let's start building this out now. Enough of the the the preliminaries. Now we build this out. How to access Cloud Code? Like I said, it is a
12:37you can access it in various different ways, but I use Cursor, okay, an AI native code editor with built in Cloud Code support. But, really, you can just access it in your terminal, integrate it with an editor, which I'm gonna do. You can even access it online, which don't do because it doesn't work the same way that we're gonna be doing here. So I highly recommend just downloading Cursor. It's free. And once you're in Cursor, you can install a Cloud Code extension, which I'm gonna show you right now, and it's gonna make it look
13:00exactly exactly like, you know, a regular Claude. Okay? Alright. So as for access, you can access it any of those ways. We're gonna be using cursor. And then what do you need? Okay? So you can access it two ways. You can either use Claude code with your Cloud subscription, your regular Cloud subscription, which I recommend, and I'll tell you why in a minute. Or you can use an API key and fire off with API costs. Okay? Now the problem with the API key is depending on how you use it, you know, if you're not cautious, this can add up quickly. You can, like, blow through API API
13:31costs, and it's just I just don't like it. I use the a b API for other things, but when it comes to this, building my cowriting system, I much rather just connect it to my Clod subscription. And me, I use the highest max subscription on Clod, which is 200 a month. Now this is not necessary if you don't write a lot or if you don't do a lot, but I'm imagining that if you're watching this video, if you're interested in building a system, it's probably because your career is somewhat built around writing operations, or you want it to be built around writing operations.
13:58And if that is the case, I do recommend just going for the highest plan you can afford. Because, look, at $200 a month, which is what I have, this gives me access to Opus 4.5, the the highest model they have. I literally I legit run Opus 4.5 all day long. I run you know, I write eight to ten hours a day every day. I write for myself. I run my entire content operation solo. I have multiple clients that I build that I run these systems for, and I never real I never hit my limit of collectors. I paid $200 a month, but I can't even begin to tell you the the return on investment I've gotten from that $200 a month. It's not even funny. I I couldn't even put a number on it. Okay? So that's what I say. But they they have other ones. You can they have the $20, the $100, $200. So, you know, you're just gonna have to make that decision about, you know, what it is. You could start off low, see how it goes. But that's what I use. And when you first log in to Cloud Code, on cursor, whatever, it's gonna ask you if you wanna use your subscription or your API key and just follow its instructions. It's super easy. Okay?
14:52What we're gonna build, we're gonna build a couple things here. We're gonna build a Claude MD system instructions. We're gonna build a context folder for who you are, who your brand is, a knowledge folder, and our Claude skills. Alright? And this is what the folder structure is gonna look like. I'm just explaining all of this for you before we get building. But you're gonna see this is what the folder structure's gonna look like. We're gonna have Claude. We're gonna have its skills. We're gonna have context knowledge in claude.md. This dot Claude folder is gonna be a hidden folder,
15:20but but we'll get into that. Alright. Enough of this, actually. Let let's just go. What you're gonna do to get started right away is for the paid members of my subsection, you're gonna have all of these resources available to you. And so it's
15:35super easy for you to literally just download this file I'm gonna give you and open it up in cursor. If you're not a paid member, you're gonna have to build it all from scratch. But if you're a paid member of my Substack or if you wanna come over and join us, you're gonna get access to this ClodCode starter kit that I built for you. Okay? And what you're gonna do here is you're simply just gonna download the zip file, and it's going to put this folder right on your computer. Alright? You can read through this Notion page here. It's gonna give you all the information that we're gonna talk about right here. But you're gonna download this. Alright? And what this is gonna download for you is right here is a Claude code starter kit. Alright? This is literally all you need to get started. So I just bypassed all of that extra work you would have to do manually building each one of these these folders, and now you can just use this. So you can rename it to whatever. I'm just gonna keep it as Quadco SorterKate. You can name it as, you know, mine's like Alex co writing system. You can name it whatever you want. And what you're gonna do is go into cursor,
16:23and this is what cursor looks like after you download it. And you're gonna click open a project, and we're gonna go to our downloads, you're gonna open this new folder I just gave you. And when you open this new folder that I just gave you right here in cursor, you are gonna see that I built out everything for you already. All these files I just told you about. We have the dot Claude hidden folder with my Claude skills inside of it. We have the context folder where you're gonna have your three context profiles we're gonna talk about.
16:48You're gonna have a knowledge folder that I just have some placeholders here for you to put, like, content drafts notes, but you can reorganize these folders, however makes sense for you. Then we have our collab.md system instructions, which I'm gonna show you here. Okay? And here, this is what cursor looks like. We have on the left our folder. In the center, we have where we will have our chats, our terminal, etcetera. And on the right, this is their little agent, which I actually don't really use, so I'm just gonna close this right now. And this is how we are going to start this out here. Okay? Now
17:17back to our little presentation. The dot Claude folder is a hidden folder that has all of your all of Claude's important files inside of it, and included in these files are your Claude skills. So Claude skills are package expertise that you can package inside of a folder, format it a certain way, and Claude can use that for really anything. Right? So if you take a look at the screenshot here, this is what my personal system looks like, and these are some of the skills I have in my Cloud folder. I have things like business profile creator, how to guides, LinkedIn posts, LinkedIn profile optimizers, sales email sequences,
17:47thought leadership newsletters. I have so many skills, like, many. I have over a 100 right now loaded up throughout for different for different things for Claude to do. And you could see that you also have a agents folder here, which is we're not even gonna touch the topic of agents today. That's for, like, the higher training program stuff we're gonna talk about later. The most but you can eventually put agents inside of here as well, which you cannot do with cloud desktop. So back to that point about somebody saying you could do everything in cloud desktop. Well, you can't put agents in here like we're gonna do,
18:12you know, in the future. But this is these are all the skills here. You're gonna have a couple to begin with. And the context folder is going to be where you put your context profile. So if you know me by now, you know that I always talk about how important it is to make context profiles in JSON documents. So gonna start with three here, a voice DNA, an ICP, and a business profile. I won't explain this again because I explained it so many times. Basically, what this is, a context profile is gonna tell the AI, you know, in a very optimized way, in a very optimized format,
18:42just context about your brand or whoever or whatever it is you wanted to know about. So for us, I have three fundamental context profiles that every single one of you should use. Doesn't matter what industry you're in or what you're doing, you should probably be using these three, and I'm gonna give you prompts to create these three. We need a voice DNA, the most important of all. This is what makes your AI sound different than every other AI
19:02as best as you possibly can, and you're gonna iterate on that, you know, over time forever until you can really get the AI to sound how you want it to sound. In ICP, who you're writing for, who you're targeting, who your audience is, and a business profile, just a general look at what your business is so the AI can just have a quick understanding if it ever needs so. So that's what we're gonna do with the context.
19:19The knowledge folder, which I showed you, where I put some placeholders there, like drafts and notes, you can organize this however you want, but this is exactly what it sounds like. It's your it's clogged AI brain. Okay? You can put your entire archive of newsletters, your company's content, blogs, notes, voice notes, anything in there. That's like a whole another thing we could talk about later, but I'm gonna leave that up to you to just set it up however you want depending on whatever it is you do.
19:42And then we got the claude.md file, which is a markdown file that sits in your project, which I'm gonna show you is the system prompt. And Claude reads it automatically at every session. This matters because you don't need to paste instructions every time. It automatically loads it. We have persistent rules, context routing.
20:01We're gonna tell it how it it should work, the skills it should use, and we're gonna read through that. Okay? Inside of your Claude dot MD file, you're gonna have a couple different things here, like your system identity, where it can find your different profiles, your context, workflow rules, and available skills. And here,
20:21we don't we don't even need to look at this because I can show you exactly what it looks like. So take a break for a second and think about everything I just told you. So I showed you all the different files, and now you can see what it looks like actually built out here. We have our dot cod file with our skills, as I told you. This is what a skill looks like. So this one, for example, is for Substack notes. Tells it how to write, for example, a Substack note.
20:42We have our context. So you would have like your business profile context in a JSON. You would have your voice DNA. Alright? We have knowledge where you would put all your different content, and then we have our system our system instructions here. Okay? I'll open this in, like, even preview so you could read it even better. But this is what our MD file looks like. So these are our system instructions for Claude.
21:03This one I'm gonna give you in the starting kit tells Claude that you are my AI co writer. Your role is to help me create high quality content that sounds like me and resonates with my target audience. Alright? Now as I mentioned before, Claude is gonna read this every time. This is the most important thing that you have in this entire system because this is the instructions for how Claude works in your entire system. So you can always update this, always make it,
21:25you know, iterate on it explain your system. But for us, we're gonna tell it it's our co writer. We're gonna break down the system architecture for it. We're gonna tell it that we have context profiles about who I am, who I write for, what I offered, where they're stored. We have the three context profiles of voice DNA and ICP, a business profile. We're gonna tell it that it has skills available to it, which are reusable instructions.
21:44These are stored in its dot cloud slash skills folder. These are packaged expertise. So instead of explaining how to write something every time, these skills contain the instructions once and cloud can use it forever. Then I give instructions on how to use this system. Before writing anything, Claude should read the relevant context profiles that are in our context,
22:02check for applicable skills in its skills folder, and then reference any past content in knowledge when relevant. Alright? And you can change this third one here. If you don't have content, you can take that out. If you wanted to not reference content unless you tell it to, you could change that. For example, reference past content in knowledge when relevant and explicitly told to do so. You could put that in there. Right? Then we're gonna give it a writing workflow when I ask you to write something, identify which context profiles matter for this task, read those to understand voice, audience, and business context, check if there's a skill for the content type, and if there's a skill, follow its instructions, and then this will produce content that matches my voice and serves my audience.
22:38Give it a guide of what our context profiles are. Okay? We give it a skills guide of everything we have in there. We tell it where everything's at. We tell it what I expect, and we give it a quick reference guide. And this is just a template. You can adjust this based off of how you wanna use it, and you can yourself ask Claude to adjust it whenever you need to. Alright? So that's what our our our settings look like. So now we need to put Claude code in here. And to do this on cursory, if you come here, you could see that there's extensions.
23:03And you're gonna wanna download this this install this Claude code for Versus code extension on cursor because this is just a really easier they're like a smoother way of interacting. So you're gonna install it and enable it. And once you do that, if you open up a new file here I see other people sometimes have, like, a Claude button that they can click. I don't know if I'm I don't have it or if I did something wrong, but here, I'm gonna click Claude code open.
23:26And then you can see Claude code opens right here in my cursor. So it looks like Claude. It just looks a little different, but this is Claud Code here. And this is access to it's running inside of our folders here. Right? So, for example, you know, we could tell it various we could we could tell it, like, oh, write a write a sub stack note or write help me write a newsletter. You can it's not like you could even be flexible with it. You can ask it for its advice. You can ask it for help, for brainstorming, or you could just target and tell it, like, do this specific thing, and and we'll see how all that works. But we need to finish setting up the system first. Okay?
23:58To finish setting up the system, we need the context profiles. So as I showed you, we have the clauda m d file, which is the system instructions. We have the skills already in there, which I gave you, two free skills, a sub site note generator, and a profile optimizer for your social media. And as time goes on, I'm gonna be dropping more and more of those. But we gave it those skills, and now the last part that's really missing are the context profiles, and these are what power everything. And like I said, they're structured JSON files that give Claude deep knowledge about you, your audience, and your business. We have the core three we're gonna do, the VoiceDNA, the ICP,
24:29and the business profile. Voice DNA. A voice DNA captures your tones, phrases, patterns, and personality in writing, but I created this technique for I created my own technique for making these voice DNAs in a very specific way because what I found was that oftentimes AI, when I gave it a voice DNA, it just wanted to repeat the same type of words or phrases I would use. So I worked really hard and still am working on iterating this. I I always am working on it. On making it not focus so much on my words, but more on my, like, tone and my personality and who I am as a person and what I sound like so that we can kinda break that if she's using the same phrases all the time. So this is an example of what it might look like. You know, we have, like, voice DNA, the core essence of who it is, an emotional palette, communication style.
25:10Then we have the ICP, who you write for, the problems, language, goals, objections. And you can have a a good idea of what that looks like here. We're gonna tell it who it is we're writing for, the demographics, the experience, etcetera, and then business profile, just what we offer, positioning differentiators, and and it's all formatted in JSON for the AI to understand very easily. So how can you create these now to to get your system up and running? You're gonna use the creator prompts that I give you. You're gonna run them in Cloud and answer the questions, whatever it is it tells you. You're gonna provide writing examples for your voice DNA. You're gonna get structured content, and then you're gonna save them. So here,
25:44what you're gonna do is come to this starter kit here that I gave you in the beginning where you could download the folder. And when you come down to the context section, you're gonna see that I also included three prompts that you can use to build your context profiles. The first is a voice DNA creator prompt. You're literally just gonna attach this prompt in Claude. You can use regular Claude. You can go on the regular website, the desk. It doesn't matter. You're just gonna drop this prompt in Claude, and you're gonna attach writing samples or, you know, you're gonna write if you don't have any. And you're gonna attach these samples and run that, and you're gonna get a voice DNA.
26:14The second one is ICP. You're gonna run this prompt. Same idea. Open a new chat. Run this prompt. It's gonna interview you. It's gonna ask you questions about your brand. You're gonna answer all these questions, and when it's done, it's gonna output a profile for you. And the last one is a business profile prompt, which is going to the same idea. It's gonna interview you, ask you some questions about your business, you're gonna answer it, and it's gonna format this as a context profile.
26:36So once you get those, you're gonna go back to cursor, and you are going to upload them into your context. So I went ahead and uploaded my personal ones that I I just did up here so we can practice with them. So you're gonna see here I have my voice DNA.
26:52You can see how big it is. This is my own, Alex's voice DNA. I have my ICP, and I have my business profile. So we have that uploaded. Okay? Now the skills, like we mentioned before, we have two in here that I gave you already. You can find these. There's repositories of skills. You can build your own. I I offer some in my community in Substack. In the training program that I'm gonna show you later, which takes us even to another, you know, level, you're gonna get all my agents, all my cloud skills that I use in my daily work. But these are your skills. These are two that you can just start with. This is what it looks like. So a skill is specifically built for Claude.
27:24It's called a Claude skill, and it's a folder that looks like this. And it comes with this skill dot m d, the skill markdown file, and it has to be formatted in a certain way. So you can see that this one's for sub site notes, so it generates high performing sub site notes. Alright? And this is what it looks like here. And these can be invoked, which is what I'm gonna show you at at any point. Alright?
27:41And then for knowledge, you would put your content like we like we mentioned. So let's just practice a little bit here so you can just get an idea of what this might look like. I'm gonna use voice dictation now, and I'm just gonna ask Claude, tell me what you understand about this system, your instructions, and my context. And that's it. It's just like talking to a regular Claude, but now it's Claude code, and it has access to everything here. Right? So I read through everything, and it knows now that based on its instructions, it's a co writer. Its job is to produce content that sounds like me. It knows its system structure. It knows its workflow. It knows
28:13its expectations and whatnot. If you could explain my voice DNA, how would you explain it? Go look at the the file. Let's just see if it can access the file so you can see. And here you can see that this is like a little bit of a different stuff you're gonna notice in Cloud Code. You can see what it's doing. So here it's reading my voice DNA.
28:32It's it read it. Here's how it's gonna explain it. You're a 28 year old founder who sounds like a friend showing something cool, not a guru selling transformation. You figure out how to use AI without creating garbage content, and you share what works with genuine excitement, not manufactured hype. Right? So that's just a a cool way of of seeing what it understands about you. Now if you another really cool thing you might not notice that you you probably didn't even know you could do in Cloud Code is this will save here. You can access your chats, and you can open up multiple. So we're gonna click this little plus on the top right, and now I can open multiple Cloud Code chats. So I can be working on so many different things at once. Right?
29:04And that that comes in handy. So now what we can do basically is let's let's try a full a full writing like operation here. We're gonna open up Cloud Code again. We're gonna open up a new Cloud Code. And this time,
29:19let's go let's go take a look at my substack.
29:27And let's say we'll go with this article I have here. I'm gonna copy it. This entire one I did on creating infographics with
29:37with Notebook LM the other day. And you know what I wanna do? I wanna put this in my my let's say I wanna put this in my drafts here. Okay? I'm gonna open a new file here, and I'm gonna say newsletter one.
29:54This is just a basic example. I'm gonna paste it in there. Alright. So we can either pretend here, I'm gonna save it, that you're building out your content inside of here so you have it saved or you just dropped it in, whatever. So let's say, you know, I'm working in the system. I just finished a newsletter. You know, I was talking to Claude. I was having help me. Hey. Help me write this newsletter. You know, here's a transcript I did of a video. Can you write the newsletter and my voice DNA, etcetera, etcetera? And now we have it saved into our drafts. So how this system can literally work is we can just tell it, hey. Make a sub make me 20 Substack notes based off of my latest newsletter and
30:28save them somewhere. That's all we gotta tell it. You don't even have to tell save it somewhere. You just tell it, hey. Write me these notes. You don't have to prompt it. You don't have to do anything. And what it's gonna do is it's gonna invoke its skill to write the notes. It's gonna look at its context profiles, and it's gonna do it all for you autonomously.
30:40So let's just sell it right here. Write me 20 Substack notes based off of my latest newsletter in your knowledge base, and we're gonna tell it that. You're gonna see it's thinking here. We're gonna open it here. The user wants me to write 20
30:55It's gonna be a little hard to see here, but 20 sub stack notes based on their latest newsletter. First, I should read the context profiles to understand their voice and audience, then I should check the newsletter draft they have open. Then I'm gonna use the sub stack note skill if it's available. So it reads everything and then invoke the skill. You can see right here the skill that it's using is this subsect note skill I showed you. It invoked it itself, and you have to give it permission every time it does stuff like this. So do you wanna proceed with this skill? Yes.
31:19Now it's using the cloud skill to write the subsect notes. You see how you don't have to prompt anymore? You just do the system setup once and you never have to prompt again. So it's gonna read the skill, and then it's going to output the final product. So here's what it's doing. It's reading the skill, and now it just created 20 substack notes for me like that. No prompting. Just telling it to create me the skill based off of my newsletter.
31:40Alright? Just gonna keep doing it, keep doing it. And you have to you don't even like, you shouldn't really even be scared about, like, you know, adjusting this folder. You can adjust it however you want. You can tell Claude to create folders for you, to delete stuff, to clean things up. So for example alright. Look. It created these 20 Substack notes for me. Right? Now I can literally tell it
32:01these are great. Create a Substack notes folder in my knowledge base and put all of these inside of it.
32:09And now Claude has access to this project. It can create folders by itself. So you're gonna see. I'm gonna close the thinking here just to get it out the way. But it's working here. It's going to going to create a folder all by itself. Okay. So after literally, like, a second, you're gonna see it's gonna ask for permission, allow it to write these notes. I'm gonna give it permission. It's going to create it. I'm gonna come over here into my knowledge,
32:32and now you can see there's a new folder here for substack notes. And you're gonna click, and there's a file here of all my substack notes that it just did. So, you know, like, can literally work with Claude as your partner, as your assistant to to organize things and whatnot. And here, if you don't like to look at things in native like markdown, you can come to the top right, you can open previews,
32:51and you can see, you know, you can see the the preview in markdown. So, yeah, that that's how you do that. That's how you set it up. That is a very simple way of setting up a writing system. I'm gonna run through this to make sure I didn't miss anything here. We talked about the skills, how the skills work. So how the skills work, you know, like I mentioned, very important. Claude will discover these skills automatically.
33:12Like, could tell it like, I could have told it, like, hey, invoke your sub sec notes skill to write it, but that's the beauty of it. You don't need to. It's an agent. It it knows how to autonomously invoke those. Alright? And do it all by yourself. Skills you can create, these are like skills I have. You can create substack notes, LinkedIn posts, email sequences, how to guides, sales pages, Twitter threads, newsletters, anything else. Anything you can think of, if you can write it, you can skill it.
33:33And then just for you to really just visualize this one more time, because I know sometimes it could be difficult visualizing that inside of a folder. So I tried to do many slides just visualizing this. You ask Claude, write a sub stack note. Claude's MD system instructions is gonna define the rules. It's gonna understand his task. It's gonna look at context profiles to understand your your your context, your business. It's gonna look at what skills it has available to write it, invoke that if it has it. And then in the end, you're gonna have output that sounds like you or your brand, that's targeted at your audience, that is using a expertise
34:02skill to do so. Alright? And your new workflow becomes as simple as that. Open your project, Claude loads the MD file automatically, ask for content, like write a LinkedIn post about this, write a sub stack note about this, help me do a newsletter. And I'm showing you very simple, you know, use cases. Listen. You can expand this out. We're talking I do this for all my newsletters, for all my content operations, for SEO, like, really complex SEO work I do inside of here. If you're somebody who does technical papers, white papers, I don't even know, governments
34:29government papers, consulting, anything like that. Like, this it's all it's all possible.
34:36CTAClaude is gonna read the context. It's gonna use its skills, and you're gonna get the output. And that's it. You can keep building this now forever. Keep building on top of it and whatnot. Alright? So just to wrap this this class up, this master class, what we covered, the concept, context engineering beats prompt engineering. You need to build a system, not one off prompts. The architecture,
34:56CTAwe have the Claude MD file, the context profiles, and the skills. These all equal your co writing system. The profiles give us consistent outputs, tell the AI who we are, what we do, and the skills give it packaged expertise. Okay? Your starter kit is here. For my substack members, for my paid members, your starter kit is here. You can download this file. You can open this folder right in in on your computer and just kick it off right away. There's no need for you to start writing everything from scratch to start experimenting.
35:24CTAGonna get access to all of this, create your context profiles. It's it's really simple. You know, the thing I can tell you is I can sit here all day and teach you about it and talk about it, but there is nothing more valuable than just getting this damn folder, opening it up in collide code, and just start messing around with it. And it doesn't matter. Just test it out. If the first if your first whole system comes out and it's shit, it's not working like you want it to, which I highly doubt that's gonna happen, but if it happens, delete it. Download the folder again. Start again.
35:47CTAKeep trying it out. That's the most valuable way you can learn. And like I said, now as for my Substack, if you're not familiar with it, we have the free tier where you're getting, like, this video master class plus some limited content. The paid Substack, it's only $20 a month, and you get access to all of this, the tools I'm talking about, the resources I'm talking about here, all of my weekly guides, my how to guides,
36:08CTAum, on Substack. And then coming down right here really soon, the doors are closed right now, but it's the co writer system, which is my high ticket training program, which I've already ran version one, but now version two is in the works based off of building your entire writing system inside of Cloud Code. Think of everything you just learned right now, but scaled up 20 times,
36:25CTAand me handing you all of my personal operations. Like, I'm gonna give you I'm gonna give you everything here. My actual MD file, which is multiple pages long. I'm gonna give you all the agents, which we haven't even talked about today, but you can create agents inside of Cloud Code, actual agents that I have five or six running for me right now that I'm gonna give you the exact same agents for you to put in yours. Every single one of my skills, my entire cloud skill library, which is, you know,
36:49CTAnumerous skills, context profile skills to build instead of using a prompt, you can use a skill to do it. Step by step builds along with me in exclusive community access to other co writers who are working building these systems. Right? So check that out. I'm gonna drop the wait list below as well. Make sure to sign up for that. That's coming real soon. I'm working on recording all of it, finishing it all up. It is the AI co writing system. Sign up for that. Share comments on this. Share it with anybody who you think needs to be building a writing system. Drop any comments below. Let me know any questions you might have. Answer any newsletter. You know where to find me.
§ · For Joe

The folder IS the product.

JoeFlow / MCN+ playbook

Alex is selling a folder structure with JSON files and markdown skills — and it converts. The same architecture powers JoeFlow's Sessions, Chef, and Batch.

  • The 'From Prompting to Systems' comparison slide is a ready-made format for any JoeFlow explainer — adapt it to show Sessions cockpit vs one-shot Claude.ai.
  • Voice DNA + ICP + Business Profile as a setup wizard is a concrete MCN+ onboarding feature — three JSON-generating interviews before the user ever writes a word.
  • Alex's autonomous skill invocation demo (Claude finds + runs the skill without being told) is the exact moment Joe needs to capture for the Chef orchestrator demo reel.
  • The 'you wouldn't hire a writer without context' analogy maps directly to JoeFlow: you wouldn't hire an agent without giving it your CLAUDE.md.
  • Alex's two-tier offer ($20/mo entry + high-ticket training) is the same shape as JoeFlow standalone + MCN+ — confirm this structure is correct before changing pricing.
§ · Frame Gallery

Visual moments.

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title card00:00Frame at 00:42 from Claude Code Masterclass: Build Your AI Co-Writing System00:42Frame at 01:10 from Claude Code Masterclass: Build Your AI Co-Writing System01:10audience targeting01:38Frame at 02:06 from Claude Code Masterclass: Build Your AI Co-Writing System02:06Frame at 02:34 from Claude Code Masterclass: Build Your AI Co-Writing System02:34Frame at 03:02 from Claude Code Masterclass: Build Your AI Co-Writing System03:02problem: AI fails03:30Frame at 03:58 from Claude Code Masterclass: Build Your AI Co-Writing System03:58Frame at 04:26 from Claude Code Masterclass: Build Your AI Co-Writing System04:26Frame at 04:54 from Claude Code Masterclass: Build Your AI Co-Writing System04:54Frame at 05:22 from Claude Code Masterclass: Build Your AI Co-Writing System05:22Frame at 05:50 from Claude Code Masterclass: Build Your AI Co-Writing System05:50prompt vs system06:18Frame at 06:46 from Claude Code Masterclass: Build Your AI Co-Writing System06:46Frame at 07:14 from Claude 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Masterclass: Build Your AI Co-Writing System19:23Frame at 19:51 from Claude Code Masterclass: Build Your AI Co-Writing System19:51CLAUDE.md example20:19Frame at 20:47 from Claude Code Masterclass: Build Your AI Co-Writing System20:47Frame at 21:15 from Claude Code Masterclass: Build Your AI Co-Writing System21:15Frame at 21:43 from Claude Code Masterclass: Build Your AI Co-Writing System21:43Frame at 22:11 from Claude Code Masterclass: Build Your AI Co-Writing System22:11Frame at 22:39 from Claude Code Masterclass: Build Your AI Co-Writing System22:39Frame at 23:07 from Claude Code Masterclass: Build Your AI Co-Writing System23:07Frame at 23:35 from Claude Code Masterclass: Build Your AI Co-Writing System23:35context profiles24:03Frame at 24:31 from Claude Code Masterclass: Build Your AI Co-Writing System24:31Frame at 25:00 from Claude Code Masterclass: Build Your AI Co-Writing System25:00Frame at 25:28 from Claude Code Masterclass: Build Your AI Co-Writing System25:28Frame at 25:56 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More from this channel + related dossiers.