← все видео

How I Automate 90% of My Social Media Content with Claude Code

Sandy Lee AI · 2026-03-14 · 38м 0с · 165 730 просмотров · YouTube ↗

Топики: launch-ai-content

Аудио ещё не скачано.

📝 Summary

model=openai/gpt-oss-120b · prompt=summary-v7 · 9 165→1 998 tokens · 2026-05-28 08:29:36

🎯 Главная суть

Система из семи AI‑агентов, построенная на Claude Code, автоматически собирает идеи, пишет сценарии, генерирует миниатюры и редактирует длинные видео для личного бренда, экономя более 90 % времени на создание контента.

Проблема традиционного контент‑мейкинга

Создание роликов после рабочего дня часто превращается в «переход к YouTube, попытка написать скрипт, отвлечение на смешные видео и полное прекращение работы». Автор, начавший публиковать в 2018 году, набрал 550 к подписчикам на YouTube, Instagram и TikTok, но несколько раз прекращал выпуск из‑за перегрузки: уход за детьми, полная занятость и отсутствие чёткой системы.

Почему выбран именно Claude Code

Claude Code (и его «cowork») позволяют создавать цепочки «агентных» действий с сохранением API‑ключей в .env‑файлах. В отличие от Cowork, Code поддерживает более глубокие интеграции и не ограничивает количество подключаемых сервисов, что критично при построении семи‑агентного конвейера.

Требуемый набор функций и найденные плагины

Внутри Claude Code есть готовые плагины, которые покрывают почти всё, что нужно:

Эти плагины стали базой, но автор потребовал более специфичные задачи: поиск «outlier‑видео», сбор первых 30 секунд их интро, формирование таблицы с заголовком, миниатюрой и рекомендациями по адаптации под собственный стиль.

Архитектура из семи AI‑агентов

Агент Основные задачи Необходимые интеграции
Channel Analyst Анализ собственного канала и конкурентов, формирование бренд‑голоса YouTube Data API, Clawed API
Trend Scout Ежедневный поиск outlier‑видео на YouTube, X и Instagram; расчёт outlier‑score (просмотры за 48 ч / среднее за 48 ч × 100; >200 – сильный, >500 – вирусный) YouTube Data API, VidIQ‑стилистика, X API
Script Writer Создание «hook», интро (30 сек) и полного сценария в голосе Сэнди; удаление «филлеров» Claude API, бренд‑документ
Thumbnail Designer Генерация миниатюр, адаптация под стиль (цвета, шрифты, фото Сэнди), поиск аналогов у мелких креаторов Nano Banana Pro API, Cloud Vision
Video Editor Автоматический монтаж: удаление filler‑слов, добавление субтитров (бренд‑шрифт), анимация интро, B‑roll, лёгкая фоновая музыка Descript API, Underlord (скриптовый AI), OpenRouter
Daily Reporter Сбор всех данных в Google Sheet, отправка ежедневного дайджеста на Gmail Google Sheets API, Gmail API
Shorts Repurposer (фаза 2) Преобразование длинных роликов в короткие форматы для TikTok/IG Reels Script API, Descript

Пошаговый процесс настройки

  1. Создать проект в Google Cloud («Slee Machine Social») и включить API: YouTube Data, Google Sheets, Google Docs, Google Drive, Gmail.
  2. Создать сервисный аккаунт с ролью Editor, экспортировать JSON‑ключ и добавить его в .env.
  3. Подготовить Google‑таблицы: Daily Outlier, Content Calendar, Brand Voice, Competitor Tracker.
  4. Сохранить в корне проекта файл cloud.md – «мозг» системы, где перечислены все агенты, их роли и ссылки на API‑ключи (Nano Banana Pro, OpenRouter, Descript).
  5. Запустить slash init в Cloud Code – автоматически генерирует структуру проекта и связывает её с cloud.md.
  6. Настроить каждый агент через интерфейс Claude Code, указав нужные плагины и параметры (например, период outlier‑поиска – 48 ч → 5 дней).
  7. Запустить ежедневный цикл: Trend Scout собирает видео, Channel Analyst обновляет бренд‑голос, Script Writer пишет сценарий, Thumbnail Designer генерирует миниатюру, Video Editor монтирует, Daily Reporter записывает всё в Google Sheet и рассылает дайджест.

Финансовый расчёт

Итого базовый бюджет ≈ $50‑$70 в месяц, что в разы дешевле найма штатного контент‑менеджера (от $2 000 в месяц) и видеомонтажёра (от $1 500 в месяц).

Рабочий интерфейс и результаты

Итоги реализации

Система полностью автоматизирует поиск тем, написание сценариев, создание визуального оформления и монтаж, оставляя человеку лишь финальную проверку. За два‑три дня работы над настройкой автор получил рабочий конвейер, который ежедневно генерирует контент‑поток без необходимости вручную просматривать десятки видео. Всё это задокументировано в Notion, где пользователь может адаптировать структуру под любую нишу (маркетинг, недвижимость и т.п.), заменив бренд‑цвета, шрифты и целевую аудиторию.

📜 Transcript

en · 6 714 слов · 92 сегментов · clean

Показать текст транскрипта
Are you wanting to build your personal brand or grow your business? I talk to many different people and one of the struggles that they have often is creating content. After working a long day, they finally come home, then they have to turn on the camera and oftentimes they don't exactly know what to say. So they have to go back to YouTube, try to script it, but then they get lost watching videos because they find this funny video and they just give up. That happened to me. multiple times. I started creating content since 2018. And I grew my channel across three different platforms, YouTube, Instagram, and TikTok to 550k followers organically. However, here's the catch. I stopped creating content after a year of doing so. And then I went back to it and then I stopped again. It's because I was so overwhelmed. I had to take care of my kids and also have full time job. I'm not saying creating content is easy right now. However, what I'm going to do is I'm going to create a system using AI. I get a ton of help using AI. Even I got a skill of AI editing videos. And what I want to do in this video is I want something that's very specific that I pretty much want to create this content creation team and multiple different agents underneath me working. And I'll be feeding my idea to either Claude Cowork or Claude Code depending which one's better. So I'm going to ask Claude what I should be using. And after that, as a skill or plugin so that either three or five different AI agents can take care of my content. Obviously, my input is going to be there. You can't rely on AI 100%. I think human input always has to be there behind the scene, especially for companies. If you're running a business, AI can't replace human, but human can learn AI to advance its skills. That's my opinion. or at least that's how I believe it should be. So you'll be seeing the live demo exactly how much time it will take me to build the system. And I haven't done this before. So I don't even know how long it's going to take to be honest, but let's go straight into it. There is a cloud cowork. What I'm going to do is I found out that the more I use cloud cowork, the more I like cloud cowork because it's such an easy user interface, but I'm leaning towards more cloud code because cloud code has more capability of doing things. It can save your API key in dot ENV file. Whenever it has a dot, that means it's a secret. Nobody knows it for you. Anyways, they can save the API key, something that's very sensitive information and it can actually. go there and do the work for you versus cloud code work. Yeah, it does the work for you as well, just like cloud code, but it can't go in depth. I don't know if that's because it's still in the beta mode, but still, I think they're still working on it. So what I'm going to do over here, I already created this content folder inside the cloud code work, but I'm going to see if any of the plugin makes sense in terms of what I'm trying to create. So let's look at the plugins for marketing and see what they have. now they have a lot of cool things they have this brand review review content against your brand voice style and guide and messaging pillars okay that's kind of related to what i want to do but i want to be more specific instead of just a brand review i want clock code to search for videos that are popping up draft content let's see what's in here content type blog post social media post especially specify linkedin twitter instagram or facebook email newsletter landing page topic or theme of your content target audience who is this content for key message to the four main points or takeaways to communicate tone authoritative conversational inspirational technical witty length okay has a length over here brand voice content generator by type blog post and what about social media post it has hook in the first line which i like that hook is very important what about hashtag okay it has a hashtag suggestions call to action to engage prompt emoji uses if it's appropriate uh if it's the right setting to use it if linkedin professional framing if twitter and x punchy and if instagram visual first language and story driven okay this is not too bad But what I really want to do is let me go back to the chat and I'm going to talk about and explain exactly how I create content, like my strategy of how I use this content. And after explaining that, the cloud will tell me exactly what to use between cloud code work or cloud code. And I can go back and forth, but I prefer just using one platform, to be honest. So we'll see which one it will turn out to be that cloud recommends. Okay, now I'm ready. Whenever I do live coding, I like to wear something comfy. So I'm in my PJs. I'm the most creative when I'm in my PJs. So no judgment there. So what I like to do is I typically like to start asking Claude code, the chat mode over here. Instead of asking straight into Claude code, I like to talk to Claude just to chat version first to organize my thought. So about a couple months ago, I used ChatGPT to bounce different ideas because I thought ChatGPT is the best in terms of bouncing different ideas. And don't get me wrong, they're probably still really good, but... Just a couple weeks ago, I canceled ChatGPT because recently there's a campaign saying cancel ChatGPT because OpenAI recently agreed that the government is allowed to use ChatGPT or any resources that they have to be used for this war that's happening around the world. And I personally do not support that. I very much disagree with that. I'm trying my best not to use that. so let's go back to claude what i'm going to do is i'm going to use whisper flow so instead of typing everything i'm going to actually speak whisper flow is amazing i can just speak it understands me so much better than siri right there so that's what i'm going to do so what i really want to do is i want to create the marketing team for my social media channel my channel is youtube.com slash sandy lee ai that's my channel what i want you to do is i want you to study every single video that i had for my channel to understand my voice and to understand what i'm trying to explain to people like pretty much analyze my channel and after that what i want the other ai agent to do is research like other people in my industry what they're doing you can call them competitor you can call them friends so in this case i'll just title them as influencer study other influencers who's into ai agency niche or ai news or ai business or like how to use ai wisely niche whatever that you can find you i want you to just connect and study their channel and i personally actually subscribe to most of those people too and i want you to find outlier videos for me because what i'm going to do is based on the topic that i get from youtube instagram and x those three different platforms vidiq is doing really well at finding outlier video if you can find something similar to what they're doing in terms of giving numbers of those outlier video that's what i want I don't exactly know what kind of data that you use. So that's something that you can do research about. But if you can find that, that's great. In general, what I want to do is find a topic in X, find a topic in YouTube and Instagram and see what's trending. In any of the trending video, I want you to get the script of the first intro. So first 30 seconds of the video, I want you to get the intro because I want to review this intro. I don't want you to copy and paste exactly the same as intro that they have because I'm not going to copy exactly the same, but I want you to get their formula and the format. That's the most important thing. So after getting the format and formula of their intro and a title and thumbnail, I want you to put exactly what they have into Excel sheet. Okay, so I can review it and I can change it. But also I want you to give me the recommendation of how I can change it based on my style of recording a video and my voice, my brand voice, Sandy's brand voice. So here's the two sections that you will do. You will just put exactly the same as what the creators are putting, but also you're going to write a script and create a thumbnail and create a title based on the recommendation of my own style so you're mixing it and changing it and i want you to do that on daily basis Okay. On every single day, if there's extra thing that you need to get like epify MCP for epify or NN for the workflow, then let me know. But I'm trying to decide whether I should be using cowork or cloth code for this. And I'm going to have a lot of API connected and connect with multiple different tools because again, I'm creating this content team instead of just one. So creating thumbnail is very important as well. So I want you to create this one thumbnail department alone and make it as one skill specifically. And when you're creating a thumbnail, those outlier videos and especially hunt for. or look for the smaller creators whose videos are popping up instead of this huge creator always popping up. That's the outline video I want you to search. And all the agents will be working together, by the way. As long as you're short, the thumbnail, you're going to reference the thumbnail that's been working out there. But I want you to change into my own style and put my picture in there. I'll give you a couple pictures that you can use. Then use Nano Banana Pro. which I have subscribed to Nano Banana Pro so I can give you the login information or whatever you need. I have open router API tool so if you need that I can also give you that as well. And for title it has to be short and concise but also you have to match what other people are talking about. For intro I want you to have a really strong hook where you can relate like i can relate to my ideal custom avatar know that i'm talking to them right away and then we're going to talk about some huge opportunity that they're missing out if they don't learn this and some sort of guarantee satisfaction slash the value that they're going to learn if they continue to watch this video and i'll be showing the quick intro like during the intro i'll be showing like the quick less than 10 seconds of what this video is going to be about and Also, the other AI agent I wish I have is AI editing team. I have the script and I have the scripts API key that I just barely got. So I'll be feeding you that. And as long as I give a very specific brand tool and brand color image and also style that I want you to edit. If I can just upload the video there, I want you to edit those and have me. confirm right before i post on youtube but eventually what i'm going to do is i'm going to trust ai to do all the editing and after editing then you can actually upload from the script to youtube so that's what i'm going to do and i'm going to focus on this long form channel instead of short form eventually i'll get into short form as well so if you want to might as well just create the short form like another ai agent for short forms you can But my biggest thing right now is creating the long form and that's my huge focus. So here's my idea. I gave you a couple of different assignments for AI agent. I want you to create just one team that has multiple different agents who has each of them have skills. And eventually this will be the plugin that I'll be creating for my social media content team. so tell me exactly what i need to do at this point step by step in that way i can make the whole system and this has to be as easy as possible and one thing that i want to add is whenever you're putting the information excel documentation that's great but if you can go above and beyond and send me a quick email with this update That's also a really, really good one that I would like to get. Tell me the breakdown of what I need, the different team and different AI agent in the set, as well as the cost breakdown. Okay, now I'm done. I've talked to Cloud like a lot just now, and this was just my idea. One thing about building something with either Cloud Cowork or Cloud Code is. you have to go back and forth a lot right unless you're copying and paste somebody else's work and then just apply that with yours like a lot of projects in github that you can get and then just copy and paste to your own skills but i found out whenever i do that since that's not my idea i tend to not get the results that i want so i had to tweak it a couple of times so let's see where it's at okay it's finally done it took about three minutes to get everything all sorted out but we will see what's going on over here pretty fancy already let's download this to make this a little bit larger so basically claude recommended that i should have seven different ai agent we'll see how that goes the first agent is the channel analyst who studied the channel and competitor to study my channel and my competitors and also build my brand voice a little bit and i will need youtube data api and clawed api who can do this and let's do the trend scout so trend scout is finding the outlier video on youtube x and instagram on daily i love that i feel like x is a lot faster compared to youtube and instagram like every single news is over there it's like a big hot AI news channel. So finding outlier video on X will be really good. I also need YouTube data API for X and vidIQ style scoring. Perfect. And the next one is a script writer. Script writer, we can write hook, intro, full script. in sandy's voice claude api i personally always have been using claude to write script because there's something about claude and writing skills it's so much better than any other ai that's out there so i like this we're using cloud api and brand voice document perfect which means i can customize my own brand voice that's great and a script writer is right hook thumbnail designer is fine reference thumbnails generate sandy's version we're using nano banana pro api and cloud vision video editor is auto edit footage descript brand colors and captions we're using descript api and claude api daily reporter compile everything into excel and send email digest google sheet api and gmail api and for shorts phase two this repurposed the long form into shorts automatically that sounds heavenly right i mean there's a lot of sas like like opus or even the script i think they do that so using the script api would be just fine because i'm already paid for it so let's go with the agent so this is explaining the specific agent to break down what they will be doing let's see the influencer channel to monitor okay these are all great people right here and add any channels you've subscribed to or claude will put them in awesome because i do have a lot more that i would like to you know touch base with because a lot of them are pretty big like they're all big in ai industry i want to find some smaller channel as well trendscout youtube and x okay here's the formula that they're talking about i want to look at this formula outlier score is the video view in 48 hours and channel average 48 our views times 100 score is higher than 200 that's a strong outlier and scores more than 500 the visual viral outlier agent flags these for you automatically it's specialized it specifically prioritizes smaller creators under 50k sub and with outlier scores not just big names outlier top five outlier videos per day each with title thumbnail screenshot link okay this is great especially that it has the video view versus channels average within the 48 hours but i want i don't know if i want just the 48 hours or like maybe a week i don't know how vidIQ does but Pretty much I want to get the videos that are popping up like I mean, 40 hours sounds actually pretty good for the AI channel because everything just is happening so fast. I feel like if I'm a week behind, I'm very behind. So this is good. I'll just leave it. Agent three script writer is short, punchy, six to 10 words maximum hook and intro. If you're trying to build income with AI, but OK, sure. I can refine that as I go, honestly. But let's go more. viral tease output format agent for thumbnail designer put video editor okay hold on so after they put it there and i save it to google drive okay that's pretty cool and video editor the script api remove filler words yes that's what i want add captions to your brand font i only want caption for the first intro though so i'm gonna add that add intro to outro bumpers match your established edit style For video editing, I want you to make a couple changes. Removing filler word is perfect, but I also want you to use layer towards the beginning for intro. Intro has to be as animated as possible. You can also use B-roll that Descript has and or create B-roll using Descript AI. And you can also cooperate in the work with Underlord, which is AI of... the script and also i want you to add caption just towards the beginning for intro section not throughout the whole video and for the beginning intro if you can add like a subtle music very quiet not loud music because i want my voice to hear more than the music that will be great so that's the intro And also the gap between words has to be less than 0.5 seconds. Cloud code versus cloud cowork. Which one should I choose? All right, cloud code. It's actually seems like there's a checkmark here. So it might be the better option right here. Let's see. It's best for developers, API integration and unlimited. And it is API connection is limited. Based on my experience, cloud cowork is great, especially for those of you who's not really technical, who doesn't want to get into like any technical stuff. This is a great platform or great tool to use. But I found out Cloud Co-Work is very limited when it comes to API key. It does exactly the same thing as Cloud Code, where AI agent is working for you as agentic workflow. But Cloud Code is more of a senior developer versus Cloud Co-Work is more of your AI assistant. right who's not really a developer but who learned maybe developing skills like 10 years ago five years ago that's just my theory behind it because every time when i'm trying to use cloud code work and trying to save some important documentation then they said don't save it here maybe like it's better to use cloud code and once you get to use cloud code it's actually pretty easy to use it and continue to use it i personally love cloud code so i'm not suggesting cloud code for this especially for seven agent you definitely need cloud code so i'm going to save couple api key in dot env file whenever there's a dot that's more of a secret that's local only i can see it it's hidden so i like that complete tools that we need cloud api yes i have it nano banana pro open router api the script google accounts i have all of those so that's great and it seems like they don't even need apify that's the one that i don't have so this is good step by step build plan set up api create a google sheet build channel analyst first build trend scout and cost breakdown let's see how much it costs that's important and finally let's talk about how much it costs cost is important right let's go over this cloud api it's per use so about 40 bucks okay youtube three for now rapid api is not free appify is optional vps for self hosting is also optional so it can be anywhere between 84 to 74 if they're doing exactly what i've asked them to do this is nothing like seriously nothing okay yeah just like it says compare this to the social media manager anywhere between 2 to 4k video editor 5 to 1500 and researcher for 1 to 2k yeah you can pretty much finish about seven to eight thousand dollars of work with less than 200 bucks pretty powerful now for solo printers like myself a tool like this is very valuable because i'm just getting started so i need more help and that's where ai comes in yeah i'm not going to worry about the short shifts yet I want to focus on the long front for now. But what you need to give clock code to start is very specific. I love this. You need your YouTube channel, banana API and all that. And put all of this in the cloud.md file at the root of the project. This file becomes the brain every. Okay, perfect. So this is the MD file. I'm going to open cloud code and get started. This is under content folder. So this is perfect. So the other thing that I can do is I can either save this into the folder that I just barely mentioned, or the one of the other ways, which is the way that I'm going to do right now is I'm going to say, save this into MD file, save this into cloud MD file. And I just copy and paste the whole thing that we just barely read together. All right. Now this is all done. It said, the content or image has to be saved to the md file that's perfect the image was cut off that's weird because i just copy and paste the whole thing oh that cut off so somehow the copying and paste didn't work so what i'm going to do is i'm going to have them find it from my download and then create an md file got the full document and then it's replacing it that's perfect and sometimes that's what cloud code does CloudCode just talks about how, hey, however, I can't really read this file. But then like they work towards something and they're like, just kidding. I found a way to read it. So that's the reason why I love CloudCode. And after that was done, what I did is I just typed slash init. And what it does is typically if you don't have the MD file, that they just pretty much go through every single thing on your folder and then create the MD file for you. In this case, I already had an MD file. So What it did is it created the plot directly situation, which is another MD file that I gave them before. Planning, operations, tools, and also tools and then saving tools way. And also saving tool way. Existing content preserved for outlier analyzer editing. Like I said, I have a lot of things going on. That's the reason why I want to make sure I have the whole system. So it's more of a one place versus using it in multiple different ways. So I want you to look at the MD file that I just barely created for this project. And it's suggested to have seven different AI agents to create my content, social media content marketing team. So tell me exactly what I need to give you like step by step and just make it very simple, as simple as possible. And I want you to apply that so we can work on this right away. While I'm waiting, I got my chocolate. Okay. Google Cloud API keys, you need one Google Cloud project with these three APIs enabled. Then give me the API key and OAuth 2.0 credentials, JSON file, and walk you through creating these if you haven't. Your Google Sheet. And yeah, I need to create a Google Sheet. Competitor channel list and also ICA. Brand colors and font. Rapid API key. they end up banana pro this is a lot guys but i can tell once i set this up it's gonna be my life is gonna be so much easier so i just have to get through this okay i know how to do this but i'm gonna ask them to do step by step because i kind of forgot and also i don't want to take too much time of researching this step by step so i'm gonna ask step-by-step guidance for the youtube data and the google sheets all the data analysis all the key and credential information because i also prefer having claude give me a very specific instruction because like i tend to forget sometimes so let's go over here console cloud.google all right i had to turn on that two-step thingy and finally i'm here let's look at this what did claude want me to do select the projects What is it? Slee Machine Social. I'm going to click right here where the project is and go to new project. And my project name is as Claude suggested. Slee Machine Social. I need to create new and it's creating right now. Perfect. And what else did Claude said? Then make sure the project is selected at the top. Click hamburger menu and then API services library. Let's see if that's selected. This is not selected, so I'm just going to select the SLE, Machine Social. Go to hamburger menu right here. API keys and enable API and services. Go to the library that they suggested. And what I'm going to do is I'm going to search YouTube data API v3 right here. Click enable. That's it. This is enabled. Let's go to the next one. Google Sheets API and Gmail API. I'm going to also enable Google Doc just in case enable and yeah enable and also Google Drive and I think they said Gmail. I'm going to enable all of this. These are all enabled. That's how we can check over here. Right. So I got Google Sheets, Google Doc, Drive, Gmail and YouTube all taken care of right here. So go back here. Step one is taken care of. Now let's go to step two. Create a service account for Google Sheet. Still in credentials. Okay. So I'll go to credentials and create credentials. I'll click create credentials, service account. The SLE content bot right here. Create, continue. The roles, the editor. And click, go to keys tab. And next, what I'm going to do is I'm going to add API key right here. all right so now what we're gonna do is go over here and then select keys and select add keys right here and create a new key json file is perfect now let's go to step three go to sheets.google.com this is easy basically go to your own google right here this is the one that i'm going to use actually Daily Outlier is the first one and Content Calendar is the second one. Brand Voice is the third one. Competitor Tracker is the fourth one. The thing is, I want the exactly same as what the other people say instead of just changing to my own style. So I probably do have to change this at some point, but I'm going to open this. Maybe anyone with the link, copy the link. okay this is what they want to do they want us to add this machine whatever and then have it editor so we'll see if that will work okay guys after working on this for five to six hours i'm finally done and i can show you what i got right now it took about maybe 30 minutes to get the actual outline done and have the agent set up but what took me really long is the getting agent into the way that i really like personalization part customization part that's the reason why i took a little bit of time but let me kind of show you what it looks like so this is the very first thing that i got from cloud code and i really didn't like the style of it even though this is just only for me i just you know this is too ai slop color font i didn't like it so i just gave my brand color and font in different images and this is what i got i like this a lot better i just like brown and dark green white beige color a little bit more but let me go over the dashboard so the dashboard what it has so before i explain the dashboard i feel like i need to explain what's going behind the dashboard you know what is the some of the resources that they're using to create the dashboard so the very first thing that i asked cloud code to do is turning everything into my style sandy's style so cloud code actually studied what my channel is about how many subscribers i have who's my ideal customer avatar and what videos are performing well why is it performing well it did a little bit analysis of my own style and also it did a great job at getting the competitor analysis as well for some other creators talking about ai niche and how many subscribers they have views videos and based on the competitor analysis that they have they actually get the outlier videos based on the other youtubers videos. So if one of the video is popping up really well, then it shows a higher outlier video and is recommending me to record a video and make a video based on that topic. And it updates every single day. At first, I put it under 48 hours. So whatever videos are popping up within the 48 hours period, but that was just too short. So I just increased that to five days. So I'm just going to get all this different information every single day. This Google Sheet, the cloud code actually have access to edit it. And that's the reason why they can update this on a daily basis. And not only that, I actually get email from them as well. So let me show you that as well. But before I go over email, let's go over the dashboard. So I love this dashboard because it's a lot easier for me to look at it compared to the Excel documentation that I just barely shared with you. So it's telling me specifically how many outlier video that I have from YouTube and X Twitter. I didn't have Instagram just yet because I need to set that up, but I feel like YouTube and X is just fine from the get go. And so it's giving me specifically outlier video and title that they use. If I click it, it can go straight into his channel over here. If I click Dammit Martell's over here, it can go straight in here so I can actually listen to it and read it as well. but something that i really like is i can just see what videos are popping up based on this outlier score that clock code has given the next is content idea so it's giving me like different content idea for a different subject but what clockwood actually did is it picked the best content idea based on the outlier video and my brand style and in today's script section over here i asked cloud code to give you very specific intro like 30 seconds has to be all scripted so that's the reason why it has all different steps that i give in clock code and it's giving me the very specific detail but other than that the intro i want rest of it to be in like a bullet point so it actually shows that but one of the cool things about this is you don't really have to look at this because even this is kind of hard to see but if you actually click the start recording button right here then the start recording button will have all the transcript in the easier way for me to see. It's just like easier way for me to see and all the bullet points. So this is more of a reference for me. I'm not sharing this with the viewers. However, what if I want to share the same idea to the viewers, but I don't want all the script to be there. That's when Clock Code actually made this for me as well. I had to tweak it here and there, but this is what I got. So basically, if I were to record a video like this, I'll be sharing this specific site and I'll zoom in and explain exactly what this is talking about, which is the best part. like even this took such a long time but cloth code is doing everything just automatically and the other thing is thumbnail so this specific video right here his thumbnail is looking like this 24 7 ai employees sean it's actually one of my friend but this is what his video looks like my video that clockwood made is kind of similar to what his but if you don't really like the similar you don't want to really copy exact same style it's called also gave a very different style as well and that you can customize. So that's the thing that I asked Cloud Code to do is like have a reference, but also you have to customize it. So that's the reason why it's giving me three different things. And again, I'm using Yando Banana Pro to generate this. And it has a competitor over here. And this is fantastic. I explained to you before, I'm actually getting this on daily basis via email. Every single morning, I actually get emails like Sandy AI Daily Digest email. If I click full, open full dashboard, it goes straight into this Google Sheet so I can look at the daily outlier video or content calendar video, or I can ask Cloud Code to open up the dashboard and it will have everything up to date. I'm filming this video like on Friday, March 20th. 13th and everything's up to date over here and the other thing that i wanted to show you is the editing team now editing took me a little bit of time because the scripts api is fairly new it didn't really have some of the things that i wish that they had but then something that the script actually has is it has an ai feature called Underlord. So you can ask the Underlord to do different things. I don't know if you can see the little icon over here. This is the Underlord. So what I asked Claude to do is, hey, maybe ask the right prompt Underlord so the scripts AI can edit the video for me. So that's what I did. I didn't touch this video, but then this video already got edited. It removed all the filler words, all the words, like repeat video that I don't really want. And it starts straight from here. which is fantastic and all i need to do is i need to edit more layers and that way the underlord can use the exact layer for my intro and that will be just perfect like that will be just done deal and i remove some of the gaps so my editing team is almost done as well and all i have to do is put the video into the script and underlord used by claw code will fix it and after completing editing it can actually automatically post to youtube video for me as well which is yes it's gonna save so much time i'm so excited for this i am so happy with something that i built it took me a couple hours over several days like i would say two to three days because you know i've been working on it here and there i'm gonna share everything to you on this notion documentation so just click the link below and you can go there sign up and and make sure that you get that notion documentation and use that as a bone again right just the frame of it this is more of a foundation and i want you to alter it and change it to your own niche If you're in different niche, marketing, real estate, or whatever niche you're in, I want you to change to your own style and also your own brand voice. Obviously, your brand is not going to be like dark green and beige. Maybe you are. It's fine just to use it. But I want you to have your own voice because personal brand, that's what's all about. Like everything's personalized. But because I built most of it, this is going to save so much time for you. But you're not going to get this done within 30 minutes. I'm not going to lie. It's going to take a couple hours. So just get ready. But the good thing is I'm going to share everything with you. In the very next video, I'm going to share a couple of different clock code tips that I've learned throughout the couple of months of using clock code. I wish I knew this information from the get-go when I first started it. But even clock code has developed so much since I started this. So I'm going to share everything with you so that you're not wasting your time and credit. That's a huge. So you're not waiting for a couple hours to get the clock code back. So I'll be sharing everything with you. So stay tuned. Make sure to subscribe so you can watch the next video.

⚙️ Pipeline jobs

StageStatusAtt.UpdatedError
download done 1/3 2026-05-28 08:28:52
transcribe done 1/3 2026-05-28 08:29:21
summarize done 1/3 2026-05-28 08:29:36
embed done 1/3 2026-06-30 06:43:06

📄 Описание YouTube

Показать
🔗 Join the Private Community: https://www.skool.com/sandyleeai
🔗 Free Resources: https://sleeautomation.com/resources
🔗 Descript Link: https://get.descript.com/tnskdlds9gpp

If you are trying to build your personal brand or grow your business with content but keep getting stuck, this video is for you.

In this video, I build my own AI content team using Claude Code so I can save time, reduce overwhelm, and create better long form content with more consistency.

I walk through the full process of turning one idea into a real AI powered content system that can help with channel analysis, competitor research, trend spotting, scriptwriting, thumbnails, reporting, and video editing.

I also show the live setup, the tools I used, what worked, what took longer than expected, and the final dashboard that now helps me plan content faster.

This is not a perfect one click setup. It took real customization, testing, and refining. But once it started working, I could see how powerful this system can be for solopreneurs, creators, and business owners who want help from AI without removing the human side of content.

In this video, you’ll see how I used Claude Code, APIs, Google Sheets, email reporting, brand voice training, outlier video research, script generation, thumbnail ideation, and AI editing workflows to build a personalized content marketing team.

00:00-13:11 Creating content marketing team
13:12-22:13 Claude plans the AI content team
22:59-29:10 Setup and API connections
29:11-37:59 Dashboard demo and final results