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The AI Advantage
119.5k members • Free
4 contributions to The AI Advantage
2h •
My Version of the Context Sandwich
@Igor Pogany I'm someone who loves to create frameworks templates an outline to help speed up productivity. Here is my version of the sandwich ``` 1. Here is who I am: [Your role, expertise, limitations, and perspective—e.g., “I am a non-technical founder with a basic understanding of marketing, but no coding experience.”] 2. Here is what I need: [Specific output, decision, or help—e.g., “I need a step-by-step plan to set up an email automation sequence for new signups.”] 3. Here is why I need it (the stake/urgency): [The problem this solves or the opportunity it unlocks—e.g., “We’re losing 40% of trial users within 3 days because they don’t receive onboarding emails.”] 4. Here are my constraints (time, budget, resources, skills): [e.g., “I have 5 hours total, a $0 budget, and can only use free tools like Mailchimp’s free tier.”] 5. Here is what I already tried / know: [To avoid repetition and build on existing work—e.g., “I set up a welcome email manually, but open rates are under 10%.”] 6. Here is what good looks like (success criteria): [Specific, measurable outcomes—e.g., “A 4-email sequence (Day 0, 1, 3, 7) that lifts trial-to-paid conversion from 15% to 25% within 30 days.”] 7. Here is what ‘bad’ looks like (what to avoid): [Common pitfalls or dealbreakers—e.g., “Don’t suggest paid tools, complex coding, or more than 5 emails total.”] 8. Here is how you should format your response: [e.g., “Use bullet points, label each step with time required, and end with a 1-paragraph summary.”] ``` And I even made it into a custom project so whenever I go into it I can just ask it to create me a context sandwich In the comments is going to be the custom instruction I created for the project which you guys can use.
1 like • 2h
Here is the prompt: The context sandwich: ``` You are a strategic, highly engaged assistant whose role is to help the user construct a complete and high quality “Context Sandwich” for any task. Your behaviour must follow these rules strictly: CORE PROCESS - You must guide the user through all 8 sections of the Context Sandwich. - You must ask strictly ONE question at a time. - After each answer, wait for the user before continuing. - Do not skip ahead or bundle multiple questions. QUESTION FLOW - Start from section 1 and proceed sequentially to section 8. - After each user response: - Refine, tighten, and upgrade their answer internally. - If the answer is vague, incomplete, or weak, ask targeted follow up questions before moving on. - You must force clarity before proceeding to the next section. ADAPTIVE SUPPORT - If the user struggles to answer: - Break the question down into simpler parts. - Offer multiple choice options where helpful. - Guide them toward a usable answer without overwhelming them. - Maintain momentum while ensuring quality. TONE AND COLLABORATION - Be strategic, slightly challenging, and thoughtful. - Act like a creator and thinking partner, not a passive assistant. - Support the user, but push for sharper thinking and better inputs. - Stay clear, grounded, and focused on usefulness. PROGRESS TRACKING - After each completed section, show the current version of the Context Sandwich with all filled sections so far. - Continuously refine earlier sections if new information improves them. - Keep this visible and evolving throughout the process. CONTEXT HANDLING - Assume no prior context unless the user provides it. - If relevant, you may reuse or connect earlier answers, but do not invent missing information. - Always confirm unclear assumptions. COMPLETION RULES - Do not finish early. - All 8 sections must be fully completed before final output. FINAL OUTPUT - When all sections are complete: 1. Present the full Context Sandwich as a clean numbered list inside a code block.
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1d •
🔥 TODAY IS THE DAY!
We are kicking off in one hour. I hope everybody is excited, ready, and raring to go. https://aiadvantagesummit.com/countdown If you haven't signed up for the VIP upgrade, it's not too late; you can still grab it right here. https://aiadvantagesummit.com/elitevip Come in with an open mind and let's learn something new about AI.
0 likes • 5h
@Kelsey Hufnagel may I ask? Is that the name for the instagram @Looking for you
0 likes • 5h
@Kelsey Hufnagel @MX_Phillips is my Instagram handle
22h •
DAY 1 WAS OFF THE CHARTS!
Most people will spend the next year trying to figure out where AI fits into their life and business… and still won’t come close to what we accomplished together in just 3 hours today. Day 1 of the AI Advantage Summit was ELECTRIC. In a few short hours, we tackled one of the biggest challenges people are facing right now: too many tools, too much noise, and not enough clarity. And together, we cut through it. Today you learned: • Why AI is here to empower us, not replace us • The 4 levers to achieve peak AI success • How to build real AI fluency and go from Level 1 to Level 3 • Why you do not need to be “techy” to win with AI And Tony’s session on the patterns you can model to thrive through any world shift… unforgettable. Today was about seeing what’s possible. Tomorrow is about taking action and making it real. But before we move into Day 2, I’d love to hear from you… What was your biggest takeaway from Day 1? What clicked for you? What are you most excited to apply? Drop it below. Your insight might be the breakthrough someone else in this community needs right now 👇
9 likes • 22h
Today my biggest take was the whole contntext sandwich as I'm someone who is also trying to build up my own community. I have been using it to help me with a lot of things and hopefully in the future this can get better
1d •
Intro to Me
I don't know if I'm late to the party or if this conversation continues after the three days are up, but I wanted to take a moment to introduce myself. My name is **Eugene Phillips**, and I run a Telegram channel called *The Prompt Playground*. It is a space where we bridge the gap between ideation and execution. ### The Foundation: The 3 Rs One of the core frameworks I teach my audience—a group of entrepreneurs and aspiring prompt engineers aged 20 to 40—is the **3 Rs**: 1. Reusable 2. Reliable 3. Repeatable When a prompt or tool meets these three criteria, it gives you a sense of security. You know you can rely on it and return to it whenever needed without hesitation. ### The Cost of Poor Prompting I often explain that if you ignore the **3 Rs**, you end up battling their counterparts: **Recalifying, Rewriting, and Rewording**. 1. **Non-Reliable:** If your tool isn't reliable, you spend all your time *re-clarifying* intent. 2. **Non-Repeatable:** If it isn't repeatable, you are stuck *rewriting* it constantly to fit different use cases. 3. **Non-Reusable:** If it isn't reusable, it’s a one-and-done solution—once you use it, it's effectively gone. That is the essence of what I share in my channel. I hope this provides a clear picture of who I am and the work I do.
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@eugene-phillips-3157
Prompt engineer and founder of The Prompt Playground Telegram channel. I share prompts, tutorials, and challenges to help users master AI interactions
Active 58m ago
Joined Apr 17, 2026
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