00:00:00Do you need a Clod Code powered agentic OS?
00:00:03As agentic coding tools like Clod Code
00:00:05only get more powerful,
00:00:07the gap between what they can do
00:00:09and what the average user can pull out of them
00:00:12only gets bigger.
00:00:13And to close that gap,
00:00:14we need a holistic architecture
00:00:16that solves the big three problems almost every user faces.
00:00:20And that's memory, consistency,
00:00:23and a terminal interface
00:00:24that completely intimidates non-technical users.
00:00:28Now, Clod Code is gonna be the engine of our agentic OS car.
00:00:31One that remembers everything we've done,
00:00:34executes our work in the same way every time,
00:00:36and can be driven by anyone on your team.
00:00:39And today I'm gonna show you what that looks like,
00:00:42why it matters,
00:00:43and what you should be thinking about
00:00:45when you build this for yourself.
00:00:46Now, what do we mean
00:00:47when we say a Clod Code powered agentic OS?
00:00:49Are we just talking about some fancy dashboard like this?
00:00:51Not exactly.
00:00:52What we're really talking about
00:00:54is setting up Clod Code in a way
00:00:56that solves the big three problems.
00:00:58And that is the memory gap,
00:01:00the consistency gap,
00:01:01and the access gap.
00:01:03Let's start with memory.
00:01:04What am I talking about?
00:01:05Well, there's a reason why every other video in your feed
00:01:08is talking about Clod Code and Obsidian.
00:01:11There's a reason why every other video in your feed
00:01:13is talking about Carpathi's Obsidian rag system.
00:01:16And that's because we are all trying to figure out a way
00:01:19to have Clod Code remember its past conversations with us,
00:01:23have some sort of memory store,
00:01:25and do this in a simple manner
00:01:26that doesn't require you to understand
00:01:28more complex rag systems.
00:01:30The second problem is consistency.
00:01:31How can I have Clod Code do specific things
00:01:34in a specific way to get a specific outcome all the time?
00:01:37And the answer to that is twofold.
00:01:39It's a combination of skills and automations.
00:01:42And more so than just skills and automations,
00:01:44it's setting it up in a way that makes sense
00:01:48for either you, the individual,
00:01:49and how you do daily tasks,
00:01:51or your company or your client's company at large.
00:01:55There's a reason this kind of looks like an org chart.
00:01:57What you do or what your business does
00:01:59should be kind of thought about in this way
00:02:01in like a mental model
00:02:03in regards to how you can integrate Clod Code.
00:02:06For example, this is kind of my setup.
00:02:08I have, Clod Code is the engine.
00:02:11I have Obsidian for memory.
00:02:12I have daily productivity tools in the Google Suite
00:02:15via the GWSCLI.
00:02:17I have an entire branch for research,
00:02:20an entire branch for content,
00:02:21and then I can continue along this line
00:02:23for anything custom I want.
00:02:25Under each branch, underneath each function,
00:02:28it could not be research and content for you.
00:02:30Think about your business.
00:02:31It could be sales and marketing and admin.
00:02:33We have the skills that allow me to do a specific thing
00:02:36in a specific way for a specific outcome
00:02:38based on that sort of function.
00:02:41For research, I have all these specific custom skills.
00:02:45For YouTube, I have all these specific custom skills,
00:02:47on and on and on,
00:02:49but it's set up in the specific hierarchy.
00:02:51So A, I understand what's going on when I need to change,
00:02:54and B, it's very clear for Clod Code
00:02:57how these things need to be executed.
00:02:59And then from there, you move on to automation.
00:03:01Do these skills need to be on demand?
00:03:02Do they need to be run at a certain time?
00:03:04Can it be run locally?
00:03:06Does it need to be run in the cloud?
00:03:08Both, all of the above,
00:03:10kind of dictates how you're gonna use it.
00:03:11And that's the consistency gap
00:03:13this sort of agentic OS deals with.
00:03:16Lastly is the accessibility gap
00:03:18in where something like a command center or dashboard
00:03:21like this comes into play.
00:03:22What the heck is the point of creating
00:03:24some sort of command center dashboard
00:03:25if I can do everything through the terminal?
00:03:27Well, there's a few reasons.
00:03:29First of all, think of this from the perspective
00:03:31of a non-technical member of your team
00:03:34who either wants to start using Clod Code
00:03:37and harness the power,
00:03:38or they need to start using Clod Code
00:03:41and harnessing its power,
00:03:42but they just aren't going to use the terminal.
00:03:45They just aren't,
00:03:46and even something like cowork is a step too far.
00:03:48Well, by creating an agentic OS system like this,
00:03:51we can harness a lot of the power of Clod Code
00:03:54and a lot of the power of all this stuff,
00:03:56all the skills, the automations,
00:03:58all these sort of things,
00:04:00but just turn it into a button on the command center
00:04:04and run it this way.
00:04:05If I took a random guy off the street right now
00:04:08and I put him in front of this dashboard
00:04:10and I said, "Here's what these buttons do,
00:04:12use them in X or Y use case,"
00:04:15well, guess what?
00:04:16He just kind of extracted 90% of the power of Clod Code
00:04:19without even having to open a terminal.
00:04:21Now, can he build things from this dashboard?
00:04:24Absolutely not,
00:04:25but I can essentially take a non-technical member of my team,
00:04:29set them up with Clod Code,
00:04:31and they now have access to a lot of its functionality
00:04:34if it's built out for them.
00:04:35Now, those of you who are more advanced
00:04:37when it comes to Clod Code
00:04:37and you're totally comfortable with the terminal,
00:04:39we'll scoff at that right away,
00:04:40but I think there's something to be said
00:04:42about if you're even on this channel in the first place
00:04:45and you've used Clod Code,
00:04:46you are in a bubble within a bubble
00:04:47and you have absolutely no idea
00:04:49or you've completely forgotten
00:04:51how intimidating this is for a lot of people.
00:04:54And so this sort of dashboard setup is huge
00:04:56if you wanna bring non-technical members of your team
00:04:58into the fold.
00:04:59And just like non-technical members of your teams,
00:05:01potential clients also tend to fall
00:05:04on the non-technical side of the spectrum.
00:05:07And if you're someone who runs an AI agency
00:05:08or sells any type of AI implementation,
00:05:11you understand one of the hardest things to do
00:05:13is to sort of communicate
00:05:16what a tool like Clod Code can actually do.
00:05:19Because again, to most people,
00:05:21terminal, black box, might as well be magic.
00:05:23But if I make it look like an org chart and I say,
00:05:25"Hey, Clod Code has memory.
00:05:26"Hey, it can handle sales, marketing, admin,
00:05:30"insert custom function."
00:05:32And we do that via these skills, yada, yada, yada.
00:05:35"Oh, by the way, you never need to touch a terminal.
00:05:37"We're instead gonna give you your dashboard.
00:05:38"You're just gonna click these buttons as needed."
00:05:41All of a sudden it makes sense to them.
00:05:42And some of you will definitely scoff at that,
00:05:44but that's the truth.
00:05:45Packaging and communication of the Clod Code ecosystem
00:05:50of the Clod Code OS is a massive, massive value play.
00:05:54And we'll have a discussion at the end of this video
00:05:56for those of you who are more advanced
00:05:58about where you can actually find some value
00:06:01in this sort of agentic OS setup,
00:06:02because I think you still can pull value from this.
00:06:04Now, before we dive into this a little more deeply,
00:06:07a quick word from today's sponsor, me.
00:06:09If you wanna learn how to master a Clod Code,
00:06:11especially if you aren't technical,
00:06:13then you need to check out my Clod Code masterclass,
00:06:15which includes everything you see here today
00:06:18with the agentic OS, the setup, the skills,
00:06:21how to customize it, all of that.
00:06:22Because this masterclass is all about bringing you up to speed
00:06:25on how to use Clod Code
00:06:27when it comes to real life use cases.
00:06:29So if you wanna get your hands on this,
00:06:31it's inside of Chase AI+.
00:06:32There is a link to that in the pinned comment.
00:06:35Now let's dive into all these layers
00:06:36in a little more detail, starting with memory.
00:06:38Now, we kind of touched on this, right?
00:06:39With the Carpathi rag system.
00:06:42I've done full videos on this showing you how to set it up,
00:06:44and I'll link that above.
00:06:45So I'm not going to belabor how to set this up yourself.
00:06:49But a big question always is,
00:06:50should I be using actual rag?
00:06:53You know, should we be using light rag?
00:06:55Should we be using SupaBase or Pinecone
00:06:56or something like that?
00:06:58I think the answer is no.
00:06:59For most people, you do not need a full-blown
00:07:02agentic rag system.
00:07:04You just need some sort of basic form of memory,
00:07:06and Obsidian does this just fine.
00:07:08The standard setup we've talked about in the past
00:07:10of having like a raw, a wiki, and a projects type flow,
00:07:13I think is perfect, and it's extremely customizable.
00:07:16It's just folders, guys.
00:07:17That's all that's going on here.
00:07:19And on top of that, it's free.
00:07:20So memory is a huge value add to any Claude code system,
00:07:25and it is mandatory in an agentic OS setup.
00:07:28Now let's talk about the rest of this chart,
00:07:30this idea of productivity, consistency, skills,
00:07:34and automations, and also the idea of customizing this,
00:07:37because this is gonna be different for you.
00:07:39You might not use Gmail.
00:07:40You might not care about researching stuff for content,
00:07:43let alone about posting content.
00:07:44You are gonna be very much over here in the custom branch.
00:07:47So how would you create this,
00:07:48and how do you need to approach this?
00:07:49Well, like I alluded to before,
00:07:50I think we need to approach it
00:07:52from sort of a domain perspective,
00:07:54an org chart perspective, right?
00:07:56If this is a business,
00:07:57then one of these needs to be marketing, right?
00:08:00One of these needs to be sales.
00:08:03And we break it down like this
00:08:04so you, the human being, can have the proper mental model.
00:08:07Cloud Code is smart enough to like,
00:08:09for you to just throw all of this in like a single folder
00:08:11and it can figure it out,
00:08:12but you need to understand how it works,
00:08:14or else you're never gonna be able to improve it.
00:08:16So in my example,
00:08:18I have a bunch of stuff related to research.
00:08:21How do I, and how do you then determine the requisite skills
00:08:25that you need to create or find on your own
00:08:28to become sort of your research stack,
00:08:30or your sales stack, or your marketing stack?
00:08:31Well, luckily it's pretty simple.
00:08:33These skills all need to be a reflection
00:08:37of day-to-day tasks in your actual workflow.
00:08:40So for me, when I'm doing research,
00:08:43what does my research look like in the morning?
00:08:44Something very broad.
00:08:46Where am I doing that research?
00:08:48Well, sometimes it's on YouTube.
00:08:49Sometimes it requires something like FireCrawl.
00:08:51What do I then do with that research?
00:08:54Well, sometimes, in certain cases,
00:08:56it does go to a light rag system for me.
00:08:57Sometimes I need to send it to NotebookLM to do that.
00:09:00And sometimes I have one-off use cases
00:09:02where I need to do deep research
00:09:04that goes well beyond a simple web crawl.
00:09:07The point is you need to start thinking about
00:09:09what are my daily tasks,
00:09:11then turn that task into a specific skill.
00:09:15Sometimes these tasks will have subtasks underneath them,
00:09:18AKA one skill will have other skills beneath it.
00:09:21And then you just have Cloud Code create those tasks for you.
00:09:26And specifically, you use the Skill Creator skill
00:09:28to create said skills.
00:09:30That way it's optimized in terms of its title,
00:09:32description, its trigger.
00:09:34We can test it.
00:09:34We can get actual quantifiable data back.
00:09:37You then repeat that process for each and every domain
00:09:40of your personal life, business, whatever it is
00:09:43you're applying the agentic OS system to.
00:09:46Long-term, you then adjust these skills
00:09:48and you update them accordingly.
00:09:50Like everyone's going nuts over stuff like Hermes
00:09:52'cause it has like a self-updating skill kind of thing.
00:09:55My opinion kind of goes overboard,
00:09:57but you should approach this the same way.
00:09:59These are not only ultimately customizable.
00:10:01We can edit them forever
00:10:02just because you create the skill once
00:10:04doesn't mean that's how it has to stay.
00:10:05And again, this is completely customizable.
00:10:07This can apply to literally anything you, your team,
00:10:09or your client does.
00:10:11Do they have an e-commerce website on Shopify?
00:10:13Are they using Stripe?
00:10:14Do they have some sort of CRM tie-in?
00:10:17Are they deploying things to GitHub?
00:10:18It's infinite.
00:10:19You can do whatever, but you need some sort of system.
00:10:22Now, once you create all the skills you're gonna use,
00:10:24next we need to start thinking about automation.
00:10:26A, do we need to automate it?
00:10:28Is this something that's always gonna be on demand?
00:10:30If we do need to automate it,
00:10:32then the question becomes, is this going to be local
00:10:34or is this going to be a cloud automation,
00:10:38something that's remote?
00:10:39Remote's probably the better word here.
00:10:42So I have a skill, I have a task.
00:10:44Is it gonna be a local automation
00:10:46or is it gonna be a remote automation?
00:10:48Now we need to specify if it's gonna be local or remote
00:10:50because that's gonna change how we set up this automation,
00:10:53this routine, this scheduled task inside of Cloud Code.
00:10:56Now, how do I know if it should be local
00:10:59or if it should be remote?
00:11:01Well, the easy answer is you go to Cloud Code,
00:11:04you tell it what you're trying to do
00:11:05and it's gonna spit it out for you, right?
00:11:07That's the easy answer.
00:11:08The better answer is it depends on what we're doing.
00:11:12If it is a task that requires us to interact
00:11:16with something on our computer,
00:11:17if it's a task that requires some sort of CLI
00:11:21that's on our machine.
00:11:22So, hey, if I'm doing some sort of task
00:11:25that requires the notebook LM PI CLI,
00:11:28is that something I'm gonna be able to execute in the cloud
00:11:31with the Cloud Code scheduled tasks?
00:11:33No.
00:11:35But if it's a task that includes skills
00:11:37that already are native to Cloud Code.
00:11:39So let's say I wanted to run a task where every morning
00:11:43it does a web search about Cloud Code news
00:11:46and it turns into report.
00:11:47Well, that's something that could totally be remote, right?
00:11:51If it's native tools,
00:11:53it doesn't interact with your computer itself,
00:11:55it can be remote.
00:11:56If it's a task that interacts with your files,
00:11:59your folders, your CLIs, that is going to be local.
00:12:04So remote tasks are much more constrained.
00:12:07However, with remote tasks, because they are remote,
00:12:09I can run them whenever I want.
00:12:11My computer can be shut down.
00:12:13I don't have to be at the screen.
00:12:14It's just gonna run automatically in the cloud
00:12:16and it's gonna push it somewhere like GitHub.
00:12:18That's exactly how remote tasks work with Cloud Code.
00:12:21You can do this through the terminal,
00:12:22you can do this through the desktop app,
00:12:25but remote scheduled tasks will run no matter what.
00:12:28So I have a GitHub daily tasks.
00:12:30It looks at trending GitHubs every single morning,
00:12:33does that in the cloud, not on my computer.
00:12:35I don't have to be there.
00:12:36And then it sends the report to my GitHub.
00:12:38Compare that to my deep research workflow,
00:12:40which uses the notebook LM PI CLIs.
00:12:43It also includes the Fireacrawl CLI.
00:12:45I can't do that remotely in the cloud through Cloud Code.
00:12:48There are ways to do that, but it requires a lot more setup.
00:12:50Now of note, wanna know why everyone goes nuts over Mac Minis?
00:12:54It's 'cause of this situation.
00:12:55It's because on a Mac Mini,
00:12:57I can do all these local tasks forever.
00:12:59It's on my computer, it never shuts down.
00:13:01And I have none of the issues of remote, right?
00:13:04Because it's a computer, it has the CLIs,
00:13:06it has my local file.
00:13:07So you get the best of both worlds
00:13:09when you have like a Mac Mini set up,
00:13:11that's why everyone loves them.
00:13:12The other potential workaround
00:13:14is you use something like a VPS, which is like, okay,
00:13:17now I'm gonna have Cloud Code hosted on some remote server.
00:13:19But again, that requires some technical setup.
00:13:22So when it comes to automations,
00:13:25how do I turn this agentic OS system
00:13:27into something that just runs all the time
00:13:29for specific tasks?
00:13:30Well, you have to know which route you're going down.
00:13:33And that's sort of the workflow
00:13:35when it comes to setting up the actual tasks
00:13:38that Cloud Code is going to do in this agentic OS framework.
00:13:42And you simply repeat that for any sort of domain you want
00:13:45over and over and over again.
00:13:47And again, for client side type stuff,
00:13:49for someone who's running a AI agency, you just package these.
00:13:53Oh, you want the research pack?
00:13:54Oh, you want the content pack?
00:13:56Oh, you want the marketing pack, et cetera, et cetera.
00:14:00Being able to package things and slap a name on it
00:14:02does increase the value.
00:14:04Even if we reduce it, it's the exact same thing.
00:14:06And that brings us here to the dashboard,
00:14:09to the command center,
00:14:10which is our visual link to everything we spoke of.
00:14:12And just like with the skill set up in the automations,
00:14:15this is also infinitely customizable.
00:14:17Now the real power is down here
00:14:19where we have taken all of your tasks,
00:14:22turned them into skills or automations,
00:14:24and now just turn them into buttons on a dashboard
00:14:27that anyone can execute at any time
00:14:30without even opening up Cloud Code.
00:14:32So for example, if I wanted to use my Vault cleanup skill
00:14:35and have Cloud Code clean up my Vault,
00:14:37I just click it here.
00:14:39It adds it to the prompt so I can adjust as needed,
00:14:41but I click run.
00:14:43And what's happening in the background
00:14:45is Cloud Code is running headless.
00:14:48So it's just like having a visible Cloud Code terminal up
00:14:51and it's executing that skill.
00:14:52Then you get a full response like this,
00:14:54which is also reflected inside of the Obsidian Vault.
00:14:57Speaking of the Vault, I can see all the recent changes.
00:14:59I can see my forecast when it comes to upcoming routines.
00:15:02I can see recent runs.
00:15:04And then obviously up top here, I have some usage windows
00:15:07and I can open up Cloud Code with this.
00:15:10I can quickly go into my Vault
00:15:11and ultimately I can have this do whatever I want.
00:15:14I can change out the usage for, you know, anything.
00:15:17It could be like a rolling update of certain, you know,
00:15:21Twitter posters or Hacker News or anything.
00:15:23Point is you can make this what you want.
00:15:25But there is a ton of value of setting it up this way again
00:15:28for your non-technical team members or for a client,
00:15:31because, hey, we went through this scenario
00:15:33where we walk through what it is you do.
00:15:34We turned it into a skill or an automation.
00:15:36And hey, guess what?
00:15:37Now you can run it yourself anytime you want.
00:15:40You just click a button.
00:15:41And so as you can see, we're taking all the power of this,
00:15:45you know, all this legwork at the beginning
00:15:47of setting up these skills and these automations for you,
00:15:49your team and your client and distilling it
00:15:52into the most simple form possible here.
00:15:55And then we surround it with whatever, buttons, graphs,
00:16:00usage rates, cards, tickers, whatever you want around it,
00:16:03whatever makes sense to you and what you need to see.
00:16:05And that is a huge value play for 99.9% of the population.
00:16:11Now, for that 0.1% of the population who's watching this,
00:16:15who is very proficient with Claude code and is like, okay,
00:16:18like I get it.
00:16:20I get the idea of, hey, we have Claude as a conductor here,
00:16:24and then you talk to Claude code and we add the memory
00:16:27and hey, like this is a great mental model
00:16:28for breaking things down and adding skills
00:16:30that link to processes.
00:16:32So we get a specific outcome every single time.
00:16:35I get that.
00:16:37But Chase, I already do that.
00:16:39Like I've been using Claude code for a long time.
00:16:41I understand how the terminal works.
00:16:42I don't need to like write this out
00:16:44or even have a visual for it.
00:16:45Like I get it.
00:16:46I made the skills and I just tell it to use the skills.
00:16:49Furthermore, you know, I don't really understand
00:16:51the value for me for this sort of dashboard.
00:16:53Like, okay, so I click a button where otherwise
00:16:56I would have just done like a forward slash
00:16:58or just use natural language to call the skill.
00:17:00And yeah, these things are cool,
00:17:02but like, do I need necessarily the rolling usage?
00:17:04You know, like what's the value play for me,
00:17:07the more experienced advanced user for an agentic OS system?
00:17:11Well, the truth is the value is what you make of it.
00:17:15Because yes, if you are advanced enough
00:17:17and the terminal is where you live,
00:17:18you don't need, frankly, this sort of like mental model.
00:17:22And you can kind of abstract this all away.
00:17:23Like the terminal's not a black box for you.
00:17:26You naturally understand where all this works.
00:17:30I will argue that a lot of people who say they don't need it
00:17:32have never actually gone through the time
00:17:34or in the depth that they should
00:17:36in terms of breaking down the actual tasks they do
00:17:38and really breaking down the skills.
00:17:39But you still understand, even if you haven't done that,
00:17:42how to do it in the theoretical application there.
00:17:45In terms of the command center and dashboard
00:17:46for you, the extremely proficient Cloud Code user, yeah.
00:17:49You're not the one who's getting the value
00:17:51out of this sort of setup.
00:17:52Like you already get how to do this.
00:17:54You're the one who made it.
00:17:55So the value to you, again, is what you make it.
00:17:58Will you get value out of having some sort of one-stop shop
00:18:02for the outputs of all these things?
00:18:05Because we can definitely go a step further
00:18:07than what Obsidian does, where everything's broken down
00:18:10into a markdown file and all these sub folders.
00:18:12What if we take all those at a daily basis
00:18:14and we just put it on a dashboard?
00:18:16Ultimately, that's for you to decide.
00:18:17I'm not gonna sit here and tell you why that's so great,
00:18:20'cause it just depends.
00:18:21Totally depends on your use case.
00:18:22But yes, totally.
00:18:23The more advanced you are,
00:18:24the less sort of frameworks you need,
00:18:28the less architecture you need.
00:18:29But understand, you aren't the ICP here.
00:18:33And you also aren't part of totally the 99.9% of population
00:18:37who needs this, who is asking for this,
00:18:38and there's true value there.
00:18:40It just isn't really given to them right now.
00:18:42So I think understanding this framework
00:18:44makes a lot of sense for a lot of people,
00:18:46even if it's just you and your team members.
00:18:48So that's where I'm gonna leave you guys for today.
00:18:50I think you're gonna see this agentic OS framework
00:18:52type deal all over the place.
00:18:54I think it's great to sort of have this mental model
00:18:56and a clear system of how you need to think about Cloud Code
00:18:59in terms of setting up skills and the architecture
00:19:01and memory and automations and then being able to put it
00:19:03in a single place that is easy for you to execute.
00:19:07Because when we talked about optimizing Cloud Code,
00:19:09you need to optimize for you.
00:19:11There's no right or wrong answer.
00:19:13But I do think this is a great step forward for most people.
00:19:15Now, if you wanna get this exact system,
00:19:17like exact dashboard, all the skills you see here,
00:19:21you can find all that inside of Chase AI+
00:19:23like I talked about earlier.
00:19:24So let me know what you thought.
00:19:26Interested to see what sort of systems you've used,
00:19:29any ideas you got for improving this.
00:19:31But besides that, I'll see you around.