Behind the Craft by Peter Yang

Behind the Craft by Peter Yang

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Behind the Craft by Peter Yang
Behind the Craft by Peter Yang
How to Build Your Personal AI Writing Assistant
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How to Build Your Personal AI Writing Assistant

If you're giving AI single line prompts, then you're doing it wrong

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Peter Yang
Oct 04, 2023
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Behind the Craft by Peter Yang
Behind the Craft by Peter Yang
How to Build Your Personal AI Writing Assistant
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Dear subscribers,

Today, I want to talk about how you can build your own AI writing assistant.

Since sharing my 5 favorite AI prompts for writing, I’m now convinced that:

Long and detailed prompts help you get the most out of AI.

Let’s cover how you can craft these prompts without too much time and effort:

  1. A must-use ChatGPT feature and an alternative

  2. Three ways to level up your AI prompts

  3. My personal AI prompts to build a writing assistant


A must-use ChatGPT feature and an alternative

ChatGPT custom instructions

The more you tell ChatGPT about your life and your goals, the better it becomes. But it’s annoying to share the same details over and over again. That’s why:

Custom instructions are a must for ChatGPT.

Here’s what I fill in for each instruction:

What would you like ChatGPT to know about you?

I paste in a 1,000+ character essay about:

  1. What I work on: e.g., “My name is Peter. I write about product management and building a creator business in my weekly newsletter.”

  2. What my goals are: e.g., “I want to grow my newsletter to X over the next 12 months. I also want to be a good dad for my two daughters.”

  3. My top AI use cases: e.g., “I will often ask you to edit my writing.”

How would you like ChatGPT to respond?

I paste in a long list of instructions about my writing style. For example:

  1. “Be concise and actionable and use a conversational tone.”

  2. “Use simple words that get straight to the point.”

  3. “Create a curiosity gap in the first few sentences.”

Doing this work upfront makes a simple 1-line prompt like “Edit this for me” return personalized results instead of a generic answer.

Claude

Claude is similar to ChatGPT except that it offers longer input and output windows:

  1. You can input up to 70,000 words (100K tokens).

  2. You can get it to output a thousand words or more.

If you’ve ever had to prompt ChatGPT with “Continue” over and over again, you know how annoying that can be. I like to alternate between ChatGPT and Claude depending on the use case (more below).


Three ways to level up your AI writing prompts

Before, 80% of my writing prompts were:

Make more clear and concise: (TEXT)

It turns out that giving AI lazy prompts also returns lazy answers. Instead, you should write detailed prompts that include the following:

1. Examples

In machine learning, zero-shot prompts refer to asking AI to generate output without any examples. Few-shot prompts, on the other hand, include examples to help the AI produce better output.

You should use few-shot prompts whenever possible. Here’s an example:

I want you to help me edit a post.

Use the EXAMPLE sections below to understand my writing style first.

<EXAMPLE>
(TEXT)
</EXAMPLE>

2. Multiple steps

How to prompt AI research study

A recent study found that asking AI to “work on this step-by-step” led to better results. Consider taking this further by forcing AI to proceed step-by-step:

I want you to help me edit a post. Let’s proceed in two steps:

STEP ONE

Use the EXAMPLE sections below to understand my writing style and recap it in a list.

STEP TWO

I’ll share my draft post with you to edit directly.

Are you ready for step one?

<EXAMPLE>
(TEXT)
</EXAMPLE>

3. Variations

Unlike people, AI doesn’t get annoyed when you ask it to do extra work.

As a result, I almost always ask it to create 3+ variations when editing short text excerpts or brainstorming headlines. Continuing the previous example:

I want you to help me edit a post. Let’s proceed in two steps:

STEP ONE

Use the EXAMPLE sections below to understand my writing style and recap it in a list.

STEP TWO

I’ll share my draft post with you to edit directly. Write 3 variations based on my style.

Are you ready for step one?

<EXAMPLE>
(TEXT)
</EXAMPLE>

So to recap, your AI prompts should include:

  1. Examples

  2. Multiple steps

  3. Variations

Now we’re ready to build our personal AI writing assistant.


My personal AI prompts to build a writing assistant

Image
I have a 20+ page Google Doc for just 4-5 prompts

My personal AI writing assistant isn’t fancy — it’s actually just a Google Doc.

Here’s how you can build one too:

  1. Add custom instructions to ChatGPT

  2. Create prompts that include examples, multiple steps, and variations

  3. Save all these prompts in a doc for easy copy and paste

Below are my actual prompts for drafting a short LinkedIn post, generating blog headlines, and editing an interview transcript.

1. Draft a short social post

Here’s my current prompt for drafting a LinkedIn post:

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