How Claude Cowork Runs a 2M+ Social Media Audience (Step-by-Step Workflow)

Imagine publishing 250 pieces of content every week, across multiple platforms, without a team, agency, or virtual assistant. That’s exactly what’s possible when you turn Claude into your social media coworker instead of just a chatbot.

In this guide, you’ll see how to teach Claude your brand voice, turn random screenshots into multi-platform posts, generate infographics, and schedule everything to LinkedIn, Facebook, and X (Twitter) – all from inside Claude Cowork.

Step 1: Teach Claude Your Brand Voice

The foundation of this workflow is getting Claude to write exactly like you. You don’t want generic AI text – you want posts that sound like your real voice.

To do that, you create a reusable Claude skill dedicated to writing your social content.

Create a "Write Content" Skill

Start a new Claude Cowork conversation and run a prompt like this:

Prompt: "Create a write content skill that writes social media posts in my brand voice about my business and personal brand. Interview me until you’re 95% confident the outputs will reflect my brand."

You can customize that line about your business with extra context, or even tell Claude to reference past conversations if you’ve already explained what you do.

Claude will then start interviewing you in-depth. Expect questions like:

• What platforms do you post on?
• What are your content pillars?
• How long are your posts on each platform?
• What sounds like you – and what never sounds like you?
• Do you share personal stories?
• How do you usually end posts and CTAs?
• Who is your target audience?
• Does your tone differ between LinkedIn, Facebook, and X?

Claude will also ask for real writing samples. You can paste in a few posts or newsletters that performed well so it can learn your style from real examples.

All of this information is saved inside the new skill. Think of a skill as a supercharged, reusable prompt that remembers your preferences so you don’t have to explain yourself every time.

Step 2: Generate Posts From Files on Your Computer

Once your skill is created, you can use it to turn almost anything into content – including images and screenshots sitting on your desktop.

Open a new chat in Claude Cowork and trigger your skill. You can either:

• Type /write content and select the skill (it will show highlighted in blue), or
• Just type a natural prompt like “write content…” – Claude will often auto-select the right skill.

Here’s an example prompt:

Prompt: "Write LinkedIn, Facebook, and Twitter posts in my brand voice about the receipts image in my downloads folder."

Because Claude Cowork can access your local files (once you’ve given permission), it will:

1. Search your downloads folder for a file named something like receipts.jpeg.
2. Open and analyze the image (for example, a screenshot of your Facebook analytics).
3. Extract key details from the screenshot (like 9M organic views in 50 days).
4. Draft separate posts for LinkedIn, Facebook, and X in your exact brand voice.

You’ll see Claude explain what it’s doing step-by-step if you expand the "thinking" section – from finding the file to reading it and then writing the posts.

Each platform can have its own style. For instance, you might have told Claude earlier that your X posts should be short and punchy, while LinkedIn posts can be longer and more narrative. The skill uses those preferences automatically.

Refine and Improve the Skill Over Time

Even with a strong skill, you should still review every post. This workflow is designed for high volume, but your personal brand still matters.

Whenever you see something you don’t like, give Claude specific feedback right in the chat, such as:

• "Don’t use emojis in my posts."
• "Make LinkedIn hooks more direct and less hypey."
• "Use shorter paragraphs for Facebook."

Then say something like: "Update the skill with everything we’ve talked about." Claude will push those preferences back into the skill so future drafts get closer and closer to your ideal style.

If you’re just getting started with Claude in general, it can help to pair this with a broader beginner walkthrough like this full Claude tutorial for beginners.

Step 3: Connect Blooptato to Create Infographics and Visuals

Text posts are great, but visuals dramatically boost engagement. This workflow uses a tool called Blooptato to generate infographics, carousels, and even videos – all triggered from inside Claude.

Set Up the Blooptato Connector

Inside Blooptato, go to Settings → API and generate an API key. This key lets Claude talk to Blooptato on your behalf.

Then in Claude Cowork (or the Claude desktop app):

1. Open the connectors/settings area where you link external tools like HubSpot, Gmail, Google Drive, Airtable, or Canva.
2. Scroll down and click Add custom connector.
3. Name it something clear like “Blooptato.”
4. Paste in the connector URL from Blooptato’s API settings.
5. Click Connect and complete the OAuth login window.

Once that’s done, Claude can call Blooptato as a tool whenever you ask it to create visuals.

Generate a Whiteboard Infographic

Now you can ask Claude to design visuals that match your posts. For example, after drafting a LinkedIn post about your Facebook growth, you might say:

Prompt: "Use the Blooptato tool to create a visual to accompany our LinkedIn post. Let’s use the whiteboard infographic template."

Claude will:

• Recognize that you want to use Blooptato.
• Call the Blooptato "create visual" tool with the content of your post.
• Trigger an image generation model (like Nano Banana 2) to design the infographic.

It usually takes a minute or two. When it’s ready, Claude will return a link and a preview like:

• A whiteboard-style graphic titled "AI-powered Facebook growth in 50 days"
• Simple charts and text blocks summarizing the key points of your post

You don’t always have to specify a template. Blooptato can pick a template that fits the platform and content automatically, but whiteboard-style infographics tend to perform especially well on LinkedIn.

Step 4: Schedule Posts to LinkedIn, Facebook, and X

With your copy and visuals ready, the final step is to schedule everything – without leaving Claude.

Because Blooptato is connected as a social media scheduler, Claude can manage your entire content calendar through natural language.

For example, you can say:

Prompt: "Schedule all three of these posts 10 minutes from now. For LinkedIn, use the whiteboard infographic. For Facebook, use the receipts screenshot from my downloads folder. For Twitter, post the tweet text with no image."

Claude will then:

1. Pair the right copy with the right asset for each platform.
2. Send everything to Blooptato via the connector.
3. Schedule the posts at the time you requested.

You can also ask Claude to:

• Reschedule posts if something urgent comes up.
• Push your whole content calendar back a few days.
• Delete test posts you no longer want queued.

All of this happens through conversation. Once you’re comfortable with the workflow, you rarely need to open the Blooptato interface directly.

Turn Claude Into a True Content Coworker

This setup goes far beyond “ask AI for ideas.” You’re building a repeatable system that:

• Learns and continuously refines your brand voice via a dedicated "write content" skill.
• Turns raw assets (like screenshots and photos) into platform-specific posts.
• Generates on-brand visuals and infographics through Blooptato.
• Schedules and manages your social calendar across LinkedIn, Facebook, and X – all from inside Claude.

If you want to go even deeper into automation and agent-style workflows, you may also like this step-by-step guide on building an AI agent in 20 minutes.

With a few hours of setup and regular weekly refinement, you can realistically batch a week’s worth of high-quality, human-reviewed content in a single sitting – and let Claude Cowork handle the heavy lifting in the background.