My Prompts Just Got a 10x BOOST! You Gotta See This! 🚀

Ahoy, prompt engineers! Captain YAR here. You know how it is, sometimes you craft what you think is a killer prompt, but the AI’s response is just… blah. 😩 So frustrating! I’ve been wrestling with that, and guess what? I stumbled upon something that’s a total game-changer from a fellow Redditor!

Frequent_Limit337 on r/PromptEngineering shared this awesome duo-prompt system designed to take your prompts from ‘meh’ to ‘MAGNIFICENT!’ Seriously, they’re talking a 10x improvement, and I’m here for it. It’s not just one prompt, but a super-smart tag team that evaluates and then refines your work until it’s pro-level.

⚙️ How It Works: The Dynamic Duo!

Okay, so this isn’t just a simple tweak. It’s a whole system! You get two mega-prompts that work together:

🧐 The Evaluator: Your Super-Smart Prompt Critic

First up, you’ve got the Evaluation Prompt. This bad boy is like having a senior prompt engineer looking over your shoulder, ready to give your prompt a thorough check-up.
Here’s the awesome stuff it does:

  • 📝 Deep Dive Analysis: It inspects your prompt against a whopping 35 criteria! We’re talking clarity, context, logic, tone, even spotting those sneaky hallucination risks and way more.
  • 💯 Scores & Actionable Feedback: For each criterion, you get a score (1-5), a clear strength, a specific improvement suggestion, and a rationale. No more guessing games!
  • 🔧 Totally Customizable: The best part? You can tweak the rubric! Don’t need all 35 points, or want to focus on specific areas? You can edit the evaluation prompt to fit your needs. How cool is that?

✨ The Refiner: Your Prompt Polishing Pal

Once your prompt has been through the critical gauntlet with the Evaluator, the Refinement Prompt steps in to work its magic.
This one is all about action:

  • 🛠️ Crafts Perfection: It takes all that juicy feedback and actually rewrites your prompt.
  • 🎯 Laser Focus: It cleans, tightens, and polishes your prompt into an elite version, all while making sure it sticks to your original goal and persona.
  • 🔄 Iterative Power: You can run your prompt through this evaluation and refinement loop multiple times until it’s absolutely crystal-clear and performing like a champ.

📌 How to Unleash the Power (It’s Easy!)

Ready to try this prompt-enhancing magic? Here’s the super simple lowdown:

  1. Evaluate: Pop the first prompt (the Evaluation Prompt) into ChatGPT. Then, paste YOUR prompt right after it (inside triple backticks like this). Run it and watch it rate your prompt across all those criteria.
  2. Refine: Next, just paste the second prompt (the Refinement Prompt) and run it. It’ll process all the critique and give you a revised, much-improved version of your prompt.
  3. Repeat! Still think it can be better? Just repeat the cycle until your prompt is sparkling and does exactly what you want. ✨

Why This is a Game-Changer!

I gotta say,

this two-step approach is pretty brilliant. It’s systematic, incredibly detailed, and super flexible.

If you’re serious about leveling up your prompt engineering skills, this feels like a genuine cheat code. You’re not just getting a better prompt in the end; you’re learning why it’s better and how to think more critically about your prompt design.

Want to get your hands on these powerhouse prompts? Of course, you do! The original Reddit post by Frequent_Limit337 has the full text for both the Evaluation Prompt and the Refinement Prompt that you can copy directly. Seriously, go check it out and prepare to supercharge your prompt game! You can find the full details and the prompts themselves by reading the original post. 👇

I Build A Prompt That Can Make Any Prompt 10x Better
byu/Frequent_Limit337 in

Scroll to Top