When I first started using LLMs, I would open ChatGPT, type what I wanted, get a mediocre answer, and blame the model.

Then I started experimenting.

I noticed something interesting:

The biggest improvement didn't come from finding "magic prompts."

It came from giving the AI a process.

Instead of:

>

I started telling it to:

→ Understand my objective first
→ Ask questions when information is missing
→ Challenge my assumptions
→ Break the problem into parts
→ Find a better approach if one exists
→ Execute the task
→ Check the result before giving it to me

That completely changed how I use AI.

So I built a simple LLM Master Prompt around this process.

I've been using it as a starting framework whenever I want better results from an LLM, and I'm now collecting the best prompts, workflows, and AI techniques I've discovered into a private newsletter.

I'm curious though:

What's one thing you've changed about the way you prompt AI that made a noticeable difference?

When I first started using AI, I thought the model was the problem.

I'd ask a question, get an average answer, and assume AI just wasn't that good.

Then I ran a simple experiment.

I used the exact same task 20 different times—but each time I improved the prompt.

Not by making it longer.

By making it smarter.

The biggest improvements came from adding just a few things:

• Giving the AI a specific role ("Act as a senior marketing strategist...")
• Explaining the context instead of assuming it knew.
• Defining exactly what success looked like.
• Setting clear constraints.
• Letting the AI ask me questions before answering.

The final result wasn't just slightly better—it was in a completely different league.

It made me realize something:

Most people don't need a better AI model. They need a better way to communicate with it.

Now I'm building a private library of advanced prompts and prompt frameworks because I think prompt engineering is becoming a real skill.

So I'm curious...

What's the single best prompt you've ever used that completely changed the quality of AI's response?

I'd love to discover some new techniques from this community.