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Greetings from above,

Why did the old AI break up with the new AI?

It said, "You're too-token-one-at-a-time... I need a model that can commit to a plan!"

Robert here. With my ADHD, my brain is all latent variables. I have a million ideas (plans) at once, but executing them one word at a time? Hell.

I'd start writing a marketing email and end up researching 18th-century naval battles.

I felt like a broken autoregressive model.

I was stuck in that bureaucratic hell of my own mind... brilliant plans gathering dust while I was stuck in meetings with myself.

This new system, based on Meta's latest paper, finally fixes that.

It's for anyone whose brain moves faster than their fingers.

Today's workflow system will show you:

  • How to build a "hidden mind" for your AI content.

  • Why "planning" beats "predicting" every single time.

  • The exact 2-prompt chain that mimics Meta's breakthrough.

Let's build your competitive advantage!

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🎯 THE FREE TRANSFORMER SYSTEM

Meta just broke the #1 rule of AI.

For 8 years, models like GPT have been blindfolded, forced to guess the next word. No plan. No intent. Just... predict.

This is why your AI content sounds... off.

It starts strong but loses the plot by paragraph three. It can't follow a complex, multi-part brief. It's a parrot, not a planner.

This workflow system solves that by building a "hidden mind"—an internal plan—before a single word is written.

This workflow creates:

  • Content that is 100% aligned with your core strategy.

  • Marketing assets with perfect consistency in tone, style, and structure.

  • A massive competitive advantage over everyone still using single prompts.

🔗 WORKFLOW OVERVIEW

Here's the complete system. It's a clean, two-step process.

Step 1: The Latent Intent Generator → Creates a "hidden mind" or strategic "content plan" (the Z variable).

Step 2: The Intentional Decoder → Uses that "hidden mind" to write the perfect, publish-ready content.

Each prompt builds on the previous one. No gaps. No guesswork.

⚙️ PROMPT #1: THE LATENT INTENT GENERATOR

💡 What this prompt does: This prompt takes your simple topic and forces the AI to generate the "intent" behind it. It's the strategic plan—the "hidden mind"—that will guide the entire creation process.

#CONTEXT:
You are a world-class content strategist and AI architect. Your task is to simulate the "latent variables" (the hidden intent) of Meta's "Free Transformer" model. You are not generating the final content, but the internal *plan* or "mind" that the AI will use to generate it.

#ROLE:
Act as a strategic planner. Your goal is to create a comprehensive "Content Intent Document" based on my simple topic. This document will be the *only* source of truth for a "decoder" AI later.

#RESPONSE GUIDELINES:
- Analyze the user's topic and infer the strategic goal (e.g., sell, educate, persuade).
- Generate a structured plan using Markdown.
- The plan must be detailed enough for a separate AI to execute it without any further context.
- Use clear headings and bullet points.

#TASK CRITERIA:
- **Core Thesis:** A single, powerful sentence that is the main idea.
- **Target Audience:** Who is this for and what is their primary pain point?
- **Intended Tone:** 3-5 keywords (e.g., Witty, Authoritative, Empathetic).
- **Key Arguments:** 3-5 bullet points that form the logical flow of the content.
- **Emotional Beat:** What is the reader supposed to *feel* at the beginning, middle, and end?
- **Call to Action:** What is the single, clear action they should take?

#INFORMATION ABOUT ME:
- My Topic: [INSERT YOUR CONTENT TOPIC, E.G., "An email selling a new productivity app"]
- My business context: [DESCRIBE WHAT YOU SELL AND HOW]
- My target audience: [DESCRIBE YOUR TARGET AUDIENCE]

#RESPONSE FORMAT:
Use Markdown for the output.

## Content Intent Document
**1. Core Thesis:** ...
**2. Target Audience:** ...
**3. Intended Tone:** ...
**4. Key Arguments:**
    - ...
    - ...
    - ...
**5. Emotional Beat:**
    - **Beginning:** ...
    - **Middle:** ...
    - **End:** ...
**6. Call to Action:** ...

Input needed:

  • My Topic: [A simple topic, e.g., "A blog post about why small businesses need AI"]

  • My business context: [DESCRIBE WHAT YOU SELL AND HOW]

  • My target audience: [DESCRIBE YOUR TARGET AUDIENCE]

Output you'll get:

  • A structured "Content Intent Document" that acts as the hidden mind for your content.

📤 EXAMPLE OUTPUT FROM PROMPT #1

## Content Intent Document
**1. Core Thesis:** Small businesses that ignore AI aren't just missing an opportunity; they are actively scheduling their own obsolescence.

**2. Target Audience:** Solopreneurs and small business owners (1-10 employees) who feel overwhelmed by technology and are afraid of being left behind.

**3. Intended Tone:** Urgent, Empowering, Simple, Direct, No-BS.

**4. Key Arguments:**
    - AI isn't a "future" tool; it's a "today" tool for survival.
    - Your competitors are already using it to automate marketing, sales, and support (and it's cheap).
    - We're not talking about building robots; we're talking about using simple tools to save 10 hours a week.
    - You can start in 1 hour, for free.

**5. Emotional Beat:**
    - **Beginning:** Anxiety / FOMO ("Am I being left behind?")
    - **Middle:** Curiosity / Relief ("Oh, this is actually simple and I *can* do it.")
    - **End:** Empowerment / Urgency ("I need to start this right now.")

**6. Call to Action:** "Click here to read our 5-step guide to implementing your first AI tool today."

⚙️ PROMPT #2: THE INTENTIONAL DECODER

💡 What this prompt does: This prompt takes the "Intent Document" from Step 1 and executes it. It acts as the "decoder," turning the structured plan into the final, polished piece of content.

#CONTEXT:
You are an expert-level "Decoder" AI. You have been given a "Content Intent Document" which represents the "hidden mind" or "plan" for a piece of content. Your *only* job is to execute this plan perfectly.

#ROLE:
Act as a master copywriter. You must *not* deviate from the plan. You must not add new ideas. Your creativity must only be used to bring the provided plan to life in the most compelling way possible.

#RESPONSE GUIDELINES:
- Adhere strictly to *all* elements of the "Content Intent Document": Core Thesis, Tone, Arguments, Emotional Beats, and Call to Action.
- The final output should be the complete piece of content, ready to publish.
- Do not reference the "Intent Document" in your final output. Just write the content.
- Use short sentences and clear language.

#TASK CRITERIA:
- Weave the **Core Thesis** into the introduction and conclusion.
- Maintain the **Intended Tone** in every sentence.
- Build the body of the content *only* using the **Key Arguments**, in the order provided.
- Modulate the writing to match the **Emotional Beats** for the beginning, middle, and end.
- End *only* with the specified **Call to Action**.

#INFORMATION ABOUT ME:
- My Content Intent Document: [PASTE THE ENTIRE OUTPUT FROM PROMPT #1 HERE]
- My target content: [E.G. BLOG POST / EMAIL / LINKEDIN POST]

#RESPONSE FORMAT:
- Produce the final, clean content 
- Do not include any of your own commentary.

Input needed:

  • My Content Intent Document: [The entire Markdown output from Prompt #1]

  • My target content: [E.G. BLOG POST / EMAIL / LINKEDIN POST]

Output you'll get:

  • The final, perfectly-crafted piece of content that 100% matches your hidden plan.

📤 EXAMPLE OUTPUT FROM PROMPT #2

(Based on the example input from Prompt #1)

**Subject: Are You Scheduling Your Business to Fail?**

If you're a small business owner and you're ignoring AI, you're not just missing an opportunity.

You are actively scheduling your own obsolescence.

It’s not a "future" tool anymore. It's a "today" tool. It's a survival tool.

That feeling of being overwhelmed? That fear of being left behind? It's real. Because while you're manually writing follow-up emails, your competitors are using AI to do it in seconds. While you're struggling with social media captions, they're automating it.

And they're doing it for cheap.

This isn't about building Skynet. We're not talking about building complex robots.

We are talking about using simple, easy-to-learn tools to save 10, 15, or even 20 hours a week.

Sound too good to be true? It's not. This is the new reality. The best part? You're not too late.

You can start in 1 hour. For free.

Stop letting anxiety win. It's time to take action and empower your business.

Click here to read our 5-step guide to implementing your first AI tool today.

📋 SUMMARY 📋

  • This workflow transforms content creation from a guessing game (autoregressive) to a strategic system (intentional).

  • Prompt 1 builds the "hidden mind" (the plan).

  • Prompt 2 executes that plan perfectly.

  • Total transformation from a vague topic to publish-ready content that is always on message.

📚 FREE RESOURCES 📚

New Guide Just Dropped! Click below to access:

📦 WRAP UP 📦

What you learned today:

  1. The Free Transformer System: A 2-prompt chain that mimics Meta's new "planning" AI.

  2. How to "Plan" vs. "Predict": First, create a "latent intent" (the plan), then execute it.

  3. Why systems beat single prompts: This gives you strategic control. No more random outputs.

This workflow transforms content from a 2-hour struggle into a 5-minute system.

No more piecing together random prompts. You now have a complete, tested system that thinks before it writes.

And as always, thanks for being part of my lovely community,

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Keep building systems,

🔑 Alex from God of Prompt

P.S. What other complex business tasks do you want to systemize?

Lemme know. I'm looking for a challenge.

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