Moritz Kremb Profile picture
Oct 10, 2023 9 tweets 4 min read Read on X
I spent 500+ hours in the last 6 months mastering ChatGPT.

The most effective way to improve your output is by using prompt frameworks.

Here are my top 5 prompt frameworks to help you level up your prompts: Image
1/ RTF framework (@cj_zZZz)

R - Role
T - Task
F - Format

This simple framework is good for prompting in general.

You can use it in any scenario to get improved outputs.

Prompt:
"Act like a [role]. Can you [insert task] in [format] format?"
2/ Chain of thought

This method improves a LLM's reasoning by going step-by-step.

Good for complex tasks like:
- analytical
- decision making
- problem solving

Simply add "Let's think step-by-step" at the end of your prompt.
3/ RISEN (@iamkylebalmer)

R - Role
I - Instructions
S - Steps
E - End Goal
N - Narrowing (Constraints)

Good for:
- writing tasks with specific constraints (e.g. blog post)
- task with clear guidelines (e.g. business plan)
4/ RODES (@sebo_gm)

R - Role
O - Objective
D - Details
E - Examples
S - Sense Check

Good for:
- When you have examples similar to your desired output
5/ Chain of density (@JeremyNguyenPhD)

A prompt that uses recursion to create increasingly better outputs.

Good for:
- Summaries
- Improving your favorite prompts
- Generating useable long-form content via recursion
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More from @moritzkremb

Aug 19
Prompt Chaining gives you higher quality responses — according to research papers.

I found a powerful tool to turn your prompts into prompt chains.

Here's how: Image
STEP 1:

Turn your prompt into several smaller prompts.

You can use ChatGPT and a simple prompt like this:

"Turn the steps in this prompt into their own standalone prompts. Make it easy to copy these prompts.

<prompt>
[paste your prompt]
</prompt>"
STEP 2:

Now I'll use to build the prompt chain.

Start with the INPUTS.

In this example I'll build a "Alex Hormozi Offer generator".

So my inputs are:
· Target customer
· Dream outcome hunch.tools
Read 7 tweets
Aug 16
Prompt Chaining beats Stepwise prompting.

A recent study compared both methods head-to-head and concluded that prompt chaining results are better most of the time. Image
Link to the study:
arxiv.org/abs/2406.00507…
So what is prompt chaining?

· It's when you break down a complex task into several prompts
· You feed the output from prompt #1 into prompt #2 and so on
Read 6 tweets
Apr 25
This Claude 3 prompt optimizer turns simple prompts into advanced prompt templates.

It's the best prompt optimizer I've used so far.

Here's how to use it: Image
1) Getting Started

First head to

(You can use the prompt with other models too, but it works very well with Claude 3 Opus.) Claude.ai
Image
2) Copy and paste this prompt

Now copy this base prompt below:


This prompt is the instruction that turns this Claude chat instance into a prompt optimizer.

Paste it into Claude and hit enter. moritzkremb.notion.site/Claude-3-Promp…
Image
Read 7 tweets
Mar 26
How to make AI write in a natural human tone.

Use these 7 instructions in your prompt: Image
1/ Use short punchy sentences

Example:

"And then… you enter the room. Your heart drops. The pressure is on."
2/ Use rhetorical questions often

Example:

“The good news? My 3-step process can be applied to any business"
Read 11 tweets
Mar 16
Wow! A glimpse into the future of Claude

Watch Claude give tasks to subagents to perform multiple analyses in parallel

This is possible with the 'functions' feature, which lets Claude interact with external tools
In the video 3 functions are used:
- Web view
Lets you access web pages

- Python Interpreter
Interpret and write python code

- Dispatch Subagents
Assign tasks to subagents in parallel
This opens up a huge range of use cases!

Imagine how much faster you can do things when you can let Claude write 10 prompts and then run them all on parallel subagents.

Can't wait to also see this in the Claude UI.
Read 4 tweets
Mar 12
Many users now say Claude 3 is better than GPT-4.

If you're new to Claude and want to learn how to best use it...

I created a 7-step roadmap to learn everything you need to know: Image
1. Basics

First off, the free version available on is called Claude 3 Sonnet.

Claude 3 Opus is its most intelligent model and it's available in the $20 pro plan. claude.ai
Image
2. Browse through the official Claude prompt library

This will give you some inspiration what you can do with it
Read 10 tweets

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