The argument in one line.
A single GPT Image 2 prompt paired with 2–3 reference carousels can generate an entire on-brand 10-slide Instagram carousel from blog article copy in minutes, eliminating the need to hire a designer.
Read if. Skip if.
READ IF YOU ARE…
- A content creator or agency owner publishing 2+ blog articles weekly who wants to repurpose that writing into on-brand Instagram carousels without hiring a designer.
- A founder running a content system (blog, newsletter, or CMS) who has reference carousels locked in and wants to batch-generate visuals that match that existing aesthetic.
- A marketer or personal brand with GPT Image 2 access and Claude API familiarity who can write or refine prompts and wants to close the gap between written content and social distribution.
SKIP IF…
- You're primarily creating video content or short-form vertical media — this workflow is carousel-specific and doesn't address TikTok, Reels, or Shorts production.
- You don't have established visual brand standards or reference carousels to feed the image generation prompt — the system relies on showing GPT Image 2 what on-brand looks like.
- You need human design review or iteration built into your workflow — this is a one-pass generation tool, not a collaborative design process.
The full version, fast.
You can turn published blog articles into on-brand Instagram carousels in minutes by pairing a Claude API skill with a single GPT Image 2 prompt, eliminating the need for a social media designer. The mechanism is a two-stage pipeline: a custom Claude skill reads an article and outputs ten slides of carousel copy inside your CMS, then a templated GPT Image 2 prompt � fed two or three reference carousels you actually like � generates the full visual deck, matching the reference style and inventing new illustrations that fit each slide. Keep a human in the loop for copy approval, anchor the system to SEO-driven evergreen articles, and reuse one reference set across every future carousel.
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Create a free account →Where the time goes.
00:00 – 00:22
01 · Hook + GPT Image 2 framing
Promise: blog article → viral carousel. Newness gate: 'we couldn't do this until GPT Image 2 a few weeks ago.'
00:22 – 01:06
02 · Custom CMS tour — the Digital Home
Dark dashboard tour: agent-written articles publishing daily, content idea board, list of live blog posts on the Insights page.
01:06 – 01:42
03 · Socials section — pulling in articles
Mirror view of every published article, ready for the carousel pipeline. One-click [Generate] kicks off the Claude API skill.
01:42 – 02:36
04 · Claude writes the 10 slides
Slide-by-slide reveal of the carousel copy: hook slide, body, frameworks, punchline. Fully templated structured output.
02:36 – 03:01
05 · The ONE GPT Image 2 prompt
Master prompt visible on screen. Copy → paste into ChatGPT image generation.
03:01 – 04:00
06 · Choosing brand-style references
Pinterest-like carousel-design board → picks 2–3 reference carousels with text-heavy + image-heavy slides as visual grammar.
04:00 – 05:30
07 · First carousel generation
Sends prompt + references → GPT Image 2 returns 10-slide on-brand carousel that matches the reference style.
05:30 – 06:24
08 · Three more brand examples (receipts)
Different brand, different references, same workflow. Shows the pipeline isn't tied to one aesthetic.
06:24 – 06:51
09 · Human-in-the-loop sermon
Why he deliberately did NOT make this fully autonomous: the writing automates, but human stays in design + final copy.
06:51 – 07:50
10 · Why content strategy comes first
Trends loop, content rooms, agentic publishing — the carousel pipeline only matters if the underlying article strategy is sound.
07:50 – 08:25
11 · The full closed loop
Trends → write → publish → carousel → social traffic → more conversions on the original article.
08:25 – 09:11
12 · Skool CTA + carousel skill drop
Pitch: 'Digital Home' build inside Brave Brand Skool community. The viral carousel skill itself drops in the community when this video goes live — that's the lead magnet.
Lines worth screenshotting.
- GPT Image 2 can take 2-3 reference carousels and generate a complete 10-slide on-brand deck from a single templated prompt, replacing hours of designer work.
- A Claude API skill that converts a published blog article into 10 carousel slide scripts produces the copywriting layer without requiring manual reformatting.
- Keeping a human in the loop for design review — rather than going fully autonomous — preserves quality control without sacrificing the automation benefit.
- The reference image approach for GPT Image 2 is a branding shortcut: you only need to define your visual style once, then reuse it across every carousel generated.
- A CMS that auto-publishes blog articles daily combined with a socials panel that pulls those articles into carousel generation creates a compounding content flywheel.
- GPT Image 2's ability to describe edits in plain language and generate variations makes it functional as a design iteration tool, not just a first-draft generator.
- A 10-slide Instagram carousel that would cost hundreds of dollars on Fiverr can now be generated in minutes from a single prompt with reference images.
- The skill of choosing the right reference carousel — matching the copy density and visual tone — is the new creative director judgment call in an AI design workflow.
- Instructing GPT Image 2 to generate new images that fit the slide copy while matching the reference style produces cohesion without clip-art repetition.
- A custom vibe-coded CMS where agents auto-publish daily content is infrastructure that compounds in value — each published article becomes fuel for downstream social automation.
- The bottleneck in social media content production has shifted from design execution to content direction — deciding what to say, not how to make it look.
- Pairing a carousel generation workflow with a school community where you sell the system and the underlying skill is the correct monetization arc for a workflow creator.
Reference images replace a designer for carousels
What it teaches
A Claude API skill converts a blog article into ten carousel slides of structured copy, and a single GPT Image 2 prompt paired with two or three reference carousels generates the entire visual deck on-brand without a designer.
01Hook + GPT Image 2 framing
- GPT Image 2's ability to reference and replicate visual style from uploaded images is what made this workflow possible — earlier image models could not reliably match a specific design aesthetic.
02Custom CMS tour — the Digital Home
- A custom content management system where an agent writes and publishes articles daily is the foundation — the carousel pipeline runs on top of content that already exists.
03Socials section — pulling in articles
- A dedicated socials section in the CMS pulls in all published articles and triggers the carousel pipeline with a single click, rather than requiring a separate manual handoff.
04Claude writes the 10 slides
- A Claude API skill structures the article into a fixed slide format (hook, body, frameworks, punchline) so that the same prompt reliably produces carousel-ready copy every time.
- Reading the generated slides before sending them to image generation gives you a chance to make copy edits before committing to a visual layout.
05The ONE GPT Image 2 prompt
- A single master prompt — specifying ten slides, the reference images, and the instruction to generate cohesive new visuals — is the only text input required for the image generation step.
06Choosing brand-style references
- Providing two to three reference carousels — including a text-heavy example and an image-heavy example — gives the model the full visual grammar it needs to make consistent choices.
- Finding and saving a set of reference carousels is a one-time task per brand; once the style is locked, the same references are reused across all future carousel generations.
07First carousel generation
- GPT Image 2 can read reference images deeply enough to replicate their visual style, spacing, and typographic treatment across an entire ten-slide carousel.
- The instruction to generate new photos or illustrations that fit the copy, while staying in the same visual style as the references, is what produces cohesion across slides.
08Three more brand examples (receipts)
- The same workflow produces completely different aesthetics for different brands — the pipeline is not tied to one look, it reflects whatever references you provide.
09Human-in-the-loop sermon
- Keeping a human in the loop for design review is a deliberate choice — automation handles the writing, but the human directs final copy edits and visual adjustments.
- Because you can describe edits and request variations in natural language after the initial generation, the first output is a starting point, not a final deliverable.
10Why content strategy comes first
- The carousel pipeline is only as good as the underlying content strategy — agentic publishing of articles based on a weekly trends loop is what makes the carousel subjects relevant.
- Automating production does not automatically produce output worth sharing — sound strategy about what your audience is searching for must come before any automation is layered on top.
11The full closed loop
- A trends loop that analyzes content performance and adjusts the strategy automatically means the agent decides what to write and when, rather than waiting for manual direction.
- The full closed loop is trends analysis → article writing → publishing → carousel generation → social distribution → traffic back to the original article, which compounds over time.
12Skool CTA + carousel skill drop
- Releasing the actual skill used in the video into a community at the moment the video drops is used as the conversion mechanism — the tutorial creates demand, the skill drop fulfills it.
Terms worth knowing.
- CMS (content management system)
- Software that provides a structured back-end interface for creating, organizing, and publishing digital content — ranging from hosted platforms like WordPress to custom-built systems, used here as the central hub where AI agents write and publish articles automatically.
- GPT Image 2
- OpenAI's updated image generation model integrated into ChatGPT, notable for accurately rendering text within images, following style references from attached images, and generating multi-slide visual content from a single prompt.
- carousel skill (Claude)
- A reusable Claude API instruction file that takes a blog article as input and outputs structured slide copy for a social media carousel — defining slide count, hooks, body text format, and CTA placement as a repeatable template.
- evergreen content
- Content that remains relevant and useful to readers indefinitely, regardless of when it is published — as opposed to news or trend-based content that expires quickly — valued in SEO because it continues to attract search traffic over time.
- agentic process
- A workflow where an AI agent operates autonomously across multiple steps — reading inputs, making decisions, and producing outputs — rather than responding to a single prompt and stopping, enabling continuous execution without per-step human prompting.
- SEO optimized
- Content or web pages structured to rank well in search engine results pages — incorporating relevant keywords, proper heading hierarchy, internal links, and metadata so search engines can accurately index and surface the content.
- geo optimized
- Content or pages tailored to target audiences in specific geographic locations — using location-specific keywords, references, or structured data so search engines show the content to users in relevant regions.
- Fiverr
- A freelance marketplace where individuals sell design, writing, and other creative services — referenced here as a cost benchmark to illustrate what AI-generated carousel designs would have cost when outsourced to a human designer.
- Skool community
- A community and course platform where creators sell access to educational content, templates, and peer interaction — used here as the distribution channel for the viral carousel skill and digital home system.
Things they pointed at.
Lines you could clip.
00:08
“We haven't been able to do this effectively until GPT Image 2 was released a few weeks ago.”
01:40
“I specifically didn't want to make this fully autonomous. I wanted the writing automated.”
06:16
“This would have literally cost hundreds and hundreds of dollars if I got this on Fiverr.”
08:24
“You are now an orchestrator of an entire marketing operation.”
09:00
“This is one of the most beautiful times to be alive.”
07:01
“Your job from a content marketing perspective is to answer them as deeply as you possibly can.”
Word for word.
Read-along
Don't just watch it. Burn it in.
See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.
metaphor
00:00What's up, my friends? So in this video, I'm gonna be breaking down exactly how to take published articles from your blog page and your website and turn them into viral social media posts. For me, this is a huge unlock.
00:11We haven't actually been able to do this effectively until gbt image two was released a few weeks ago. Now with this capability, we can design beautiful carousels at the drop of the hat using the content that is being published on our website every single day.
00:27So first things first, this is my digital home back end, aka my content management system that I have custom vibe coded and built as part of our digital home. So you can see here that every single day, our agent is going in here, new content ideas, writing it automatically, and then publishing it directly to our site. So you can see here how to become a brand AI agents recommend.
00:49If I click view, this goes directly to the front end of my website. Okay?
00:54So now currently, that's working and that's absolutely fine, but we wanna find a way to turn these into engaging viral style carousel posts that we can publish that look on brand and ultimately do the work of driving people back to our site so we can increase conversions and get more people hitting this call to action at the bottom.
01:13Okay? So what I've basically done is created a new section on my back end called socials. Alright.
01:20And this shell over here basically pulls in all of our published articles that are currently living on our site, and then I can basically go here and choose a post that I like. Okay.
01:30So for example, how to train AI to write in a voice without sounding like everyone else. I just click generate. And so what's happening right now is that this is calling Claude's API, and it's using a specific viral carousel skill that we created.
01:45Now it's reading our entire article, and it's going to turn it into a carousel that we can then go in and design using GBT image two, which I'm gonna show you in a second. Now I specifically didn't want to make this fully autonomous. I wanted to make the writing automated.
02:01So you can see this has now appeared here in ready for design. So I click into that, and you can see now we've got slide one, slide two, slide three, slide four, all the way to slide number 10. Okay?
02:12So at this point, I can now read the different carousel slides. So your AI content sounds like everyone else. That's not a tool problem.
02:19That's a you problem. Slide two. Every consultant on LinkedIn is using the same AI, the same hooks, same frameworks, same closing line, but .
02:28Okay? So, know, you this is looking pretty good. I can go in and make some edits and tweaks if I want, and I can copy the content if I want to do that.
02:36But essentially, what I need to do now is go over here on the right to my GPT image prompt and say, a 10 slide Instagram carousel. Use the attached images blah blah blah, you know, as reference.
02:48Okay? So I'm gonna copy this master prompt for GBT. I'm gonna go over here into GBT, and I'm gonna paste it.
02:55I'm gonna select create images. Okay? So now this is now ready to generate my carousel.
03:01Now what I need to do before I actually go out and do this is find a style of carousel that I ultimately like. Okay?
03:08So you will only really have to do this once until you find a brand style that you really, really enjoy. So I'm just gonna go carousel designs and just look for some inspiration. Okay.
03:19So I'm just gonna try and choose a carousel format that matches the amount of copy I have in the starting slide. So you can see I've got these. So I'm gonna find something which actually treats a decent amount of copy.
03:33Okay. So I kinda like this. It's really simplistic.
03:36So I'm just gonna copy that, go here, paste it as a reference, and I'm gonna try and get two to three references so we can see how to treat the rest of them. So we've got a bit of a format over here.
03:49I'm gonna choose this. Maybe Maybe one with images will be good. Okay.
03:55Let's just choose this one with an image as well. Alright. So we're selecting a decent amount.
04:02Okay. So I've got a title one. I've got a title slide.
04:06I've got a text heavy slide example, and then I've got a few image examples just for an image style if GPT wants to do that.
04:14So I've got my entire prompt there, a few references, and we're just gonna select create image and send that and see what it comes back with.
04:22Now specifically in this prompt, what you'll see is right at the beginning here, we say we want you to match the style exactly, but we also want where photos or illustrations appear, generate new ones that fit the copy inside the slide rendered in the same visual style as the references so it feels cohesive. Alright?
04:39So that's really important. And that's what I've loved about GPT image two is it just understands. It can really take an image and build on top of that.
04:47Alright? So that's been fantastic in regards to time saving. Now, obviously, if you have a very specific brand look and feel, you know, you're gonna wanna choose a reference which ultimately matches what your brand looks like.
04:58This is just an example right now just so I can demonstrate and show you how this ultimately works. Alright. So you can see here this is what ChatGPT is coming back with.
05:06So we've got our opening slide. We've got our sub slides underneath here. It's created specific images, and it's gone through and replicated the entire style for us.
05:15Now, obviously, I would go through, update my logo, etcetera, etcetera. I might tell it to space the content out a little bit more. But you can see here, just super simply in a few minutes, we've got a a brand style that we can replicate for other carousels.
05:30So just to show you some other ones I created using the same process, here were the examples that I gave it and this was the output. Okay? So insane.
05:39It created all of those images itself. You know, I didn't have to do any of that. Okay?
05:44So again, I did that for another brand. This was the reference. That was the post.
05:50And this was the output. K? You don't have a closing problem.
05:53You have a state problem. And so I thought this style was actually really cool, something I would really use for my brand. And then there was this one which was a little bit more creative, exactly the same prompt, different copy, and then it created the images on its own, which, guys, you know, this would have literally cost hundreds and hundreds of dollars if I got this on Fiverr.
06:14So, you know, you ultimately have, you know, a now that you can start using and start getting your marketing content out there as quickly as possible. Now this whole process end to end can be automated, but I think it's really important that when we are working with agents, we're not going fully autonomous mode just for the sake of it.
06:35I still want to have me in the loop directing and guiding the design and what the copy is saying. But the cool thing about GPT image two is I can describe edits.
06:45I can make tweaks, and I can create variations like this. So it's really perfect for carousels. Now what's really important is that you actually have the base content set up so that the content that is being produced for carousels is based on a sound strategy that is targeting what your clients are actually searching for.
07:04What are the problems they're struggling with on a daily basis? And your job from a content marketing perspective is to answer them as deeply as you possibly can.
07:14So that's the whole purpose of setting your digital digital home up and getting your evergreen content rooms to a point where these are publishing through an agentic process. And then we've got these being turned into multiple slides for carousels that you can then, you know, just take this GBD image prompt, pop it in, and Bob's your uncle, you've got a carousel that can drive more traffic to your actual insights and blog page on your digital home.
07:39Now you'll see here that this entire process of creating SEO optimized, geo optimized articles is incredibly important to have before you go out and create these carousels. The coolest thing about this process is our agents are deciding what content to post when because we have a weekly trends loop, which is analyzing how well content is performing and then tweaking the content strategy accordingly.
08:03So all I have to do is come in here, check, okay, cool, approve things, the agent writes it, publishes them, and then automatically when I just go over here and I click regenerate, I know that I've got a carousel that I can just copy and paste the prompt, find a reference, and then Bob's your uncle.
08:21You've got a piece of marketing copy that you can start publishing onto social media. If you wanna learn how to set up the digital home for yourself or you want to sell it as a service and add another income stream to your business, then check out the link in the description. We've got an entire school community built to help you get your digital home up and running as quickly as possible, my friend.
08:39This is one of the most beautiful times to be alive. You are now an , and you can do and learn awesome tools like this so that you can get your message out and start getting more clients and driving more revenue into your business. And also, if you wanna get the viral carousel skill that actually allows us to turn our articles into different slides and viral carousels like this, I'll be posting that into our school community as soon as this video drops.
09:05So make sure you jump in, get access to this, and start marketing yourself. I'll see you on the inside, my friend. Peace.
The Hook
The bait, then the rug-pull.
Luke opens with two bricks stacked: the dream outcome — articles becoming on-brand viral carousels — and a newness gate — 'you couldn't do this effectively until GPT Image 2 dropped a few weeks ago.' No pattern interrupt, no flashy intro. Just a clean promise plus a pry-bar of urgency that doesn't sound like urgency. The whole 22-second cold open is selling the idea that the moment to grab this workflow is right now, while it still feels new.
Named ideas worth stealing.
01:40concept
The Viral Carousel Skill (Claude API)
A Claude API system prompt that ingests a published article and outputs 10 structured carousel slides — hook slide, body slides, punchline slide. Sits behind a [Generate] button on the Socials section of his CMS.
Steal forMCN+ — every long-form blog post becomes a queueable carousel job
03:18concept
The ONE GPT Image 2 Master Prompt
Single templated prompt: 'Create a 10-slide Instagram carousel. Match the attached references exactly on every visual decision. Where photos or illustrations appear, generate new ones in the same style. ONE rule overrides the references — each slide gets ONE hero moment; whichever line is sharpest gets hero treatment, everything else stays quiet. Copy below, render exactly as written, line breaks included.'
Steal forany image-gen carousel workflow — the 'one hero moment' override is the line that makes it work
03:15concept
References-as-style-tokens
Instead of describing brand visual identity in words, attach 2–3 reference carousels (one text-heavy, one image-heavy, one cover) so GPT Image 2 infers the visual system. Few-shot for design.
Steal forany agency or solo creator who can't articulate brand guidelines but can curate references
00:25model
Digital Home — content engine architecture
- Trends loop (analyzes content performance weekly)
- Content idea queue (agent suggests)
- Drafting agent (writes on approval)
- Publishing layer (publishes to insights/blog page)
- Socials mirror (turns each post into carousel)
Five-stage pipeline where agents do the writing+publishing and the human approves+steers — not full autonomy.
Steal forMCN's existing CMS can be reframed and packaged into this exact pipeline shape
06:24concept
Human-in-the-Loop philosophy
'I deliberately didn't want to make this fully autonomous. I wanted the writing automated. I still want me directing and guiding the design and what the copy is saying.' Reasoned position against full agent autonomy.
Steal forMCN positioning copy — Joe's already on this side of the line
How they asked for the click.
VERBAL ASK
08:24product
“If you wanna learn how to set up the digital home for yourself or you want to sell it as a service and add another income stream to your business, then check out the link in the description. We've got an entire school community built to help you get your digital home up and running as quickly as possible. And also, if you wanna get the viral carousel skill that actually allows us to turn our articles into different slides and viral carousels like this, I'll be posting that into our school community as soon as this video drops.”
Lead-magnet stack: Skool community is the destination, but the *trigger* is the carousel skill itself dropping inside the community at the same moment the video goes live. Creates a deadline-style pull without sounding like a deadline. Soft, not pushy.
MENTIONED ON CAMERA
FROM THE DESCRIPTION
PRIMARY CTAWhere the creator wants you to go next.
OTHER LINKSAlso linked in the description.
Visual structure at a glance.
