Updated November 22, 2025

Building a Prompt Library: Best Practices

Expert guide to organizing and maintaining an AI prompt library on Mac. Learn naming conventions, folder structures, template design, and versioning strategies.

A prompt library that isn’t organised is worse than not having one at all. You know you have the perfect prompt somewhere, but it takes longer to find it than it does to write a new one.

These rules will help you build a library that gets better with time, whether you use text files, a notes app, or special software to manage your prompts.

Why it matters to be organised

Prompt libraries always seem to fail in the same four ways:

SPRAWL

You have ten prompts to start with. You have 200 six months later, and half of them are duplicates with small differences.

NAMING

Using generic names like "Prompt 1" or "Good ChatGPT prompt" makes it impossible to search your library, which means you spend more time looking for things than working.

STALENESS

As your needs change, prompts become less useful, but you keep using old ones because you can't tell which ones are current.

CONTEXT

You find a prompt but can't remember what it's for, when to use it, or what to put in the blanks.

Good organisation takes care of all of these problems. Your goal is to make a library that you can trust and use.

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How to name things

When you think of a name, ask yourself these three questions:

  1. What does this prompt do?
  2. When should I use it?
  3. What sets it apart from other prompts?

Bad names

Prompt 1

ChatGPT Template

Writing Helper

Code Thing

These names force you to open the prompt to understand it.

Good names

Technical Documentation Writer - API Focus

Code Review - Security Emphasis

Email Response - Customer Support Tone

Blog Post Expander - SEO Optimized

You know exactly what each prompt does before opening it.

Naming formula

[Task] - [Specialization]
Task
The main action
Review, Write, Analyze, Generate
Specialization
What makes this unique
Security focus, SEO optimized, Beginner-friendly
Summarizer - Academic Papers
Meeting Notes - Action Items Focus
Social Post - LinkedIn Professional
Debug Helper - Python Error Analysis

Keep names searchable

Use words that you will actually search for. If you think “email” instead of “correspondence,” use “email” in the name.

Close your eyes and picture how much you need this prompt. What words come to mind right away? The name should have those words in it.

Strategies for organising folders

There are three common approaches. Pick one and stick with it.

1. By workflow

There are three common ways to do this. Choose one and stick with it.

Morning Routine/
  Daily Planning
  Email Triage
  Priority Review

Development Work/
  Code Review
  Bug Analysis
  Documentation

Content Creation/
  Writing
  Editing
  SEO Optimization

End of Day/
  Summary Generator
  Task Review
  Tomorrow's Prep

Pros: Intuitive. You know which folder to check based on what you’re doing.

Cons: Some prompts fit multiple workflows. You might duplicate or struggle with categorization.

2. By role or audience

Organize by who the prompt is for or what role you’re playing:

Engineering/
  Code Review
  Architecture Design
  Technical Writing

Marketing/
  Campaign Planning
  Content Creation
  Analytics Review

Management/
  1-on-1 Prep
  Team Communication
  Strategic Planning

Pros: Clear boundaries. Each folder maps to a hat you wear.

Cons: Doesn’t work well for individuals who don’t have distinct roles.

3. By content type

Organize by what the prompt produces:

Analysis/
  Competitive Analysis
  Data Interpretation
  Code Review

Creation/
  Writing
  Design Briefs
  Code Generation

Communication/
  Emails
  Presentations
  Documentation

Pros: Natural categorization based on output type.

Cons: Some prompts produce multiple types of output.

A mix of approaches

Most people end up with a mix of top-level folders by role or workflow and subfolders by type of content.

Development/
  Analysis/
    Code Review
    Bug Triage
  Creation/
    Documentation
    API Design

Marketing/
  Analysis/
    Competitive Research
  Creation/
    Landing Pages
    Email Campaigns

Don’t go too deep

Don’t use folders that are more than 2 or 3 levels deep. You won’t use a prompt if it takes five clicks to get to it.

Strategy for tagging

Tags supplement folders by creating cross-cutting categories.

Folders vs Tags
Folders categorize. Tags filter.
Folder Structure
Development/
Code Review
Marketing/
Content
Code Review - Security Focus
Development/Code Review
python security beginner
Tag Filters
security
python
beginner
Keep vocabulary consistent
js javascript JS Inconsistent - Pick one term
javascript javascript javascript Consistent - Same term everywhere
Don't over-tag
10 tags
python security code review beginner intermediate quick detailed fast important Too many - Hard to manage
3 tags
python security beginner Just right - Most important attributes

Maintenance habits

Libraries decay without maintenance. Build these habits:

Build habits that keep your library healthy
Monthly
Library audit
15 minutes
Delete or archive duplicates
Update poor-performing prompts
Merge similar templates
Review folder structure
Immediate
Capture new prompts
30 seconds
When you write a good one-off prompt, save it immediately. Don't wait. You'll forget or lose it in chat history.
Keep your prompt tool easily accessible. Zero friction to save.
After each use
Refinement loop
30 seconds
Did the AI misunderstand? Clarify the template.
Added instructions manually? Add to prompt.
Wish you could change something? Add placeholder.
Occasionally
Share and learn
Share your best prompts with your team or community. You'll discover better approaches and spot gaps in your library.
Even solo workers benefit from community feedback.

How Migi puts these ideas into action

These best practices work with any tool, but some tools make them easier to use than others.

Instant search: Migi indexes prompt names, tags, and content for fuzzy search. Type any part and find prompts that are related to it in less than a second.

Folders with tags in a hierarchy: Tag by attributes and organise by workflow. You can search through everything or look through specific folders.

Template syntax: Clear syntax and placeholders with default values. The template tells you exactly what to change.

Built-in templates: 80+ templates that follow these rules for naming and designing. You can use them as they are or as models for your own.

No monthly fees: You only have to pay once, so you can focus on building your library instead of justifying monthly costs.

Start small, evolve over time

Don’t try to organize 200 prompts perfectly on day one. Start with:

  1. 10 core prompts
    The ones you use most often.
  2. Clear names
    Make them searchable.
  3. Basic folders
    3-5 top-level categories.
  4. Consistent capture
    Save every good prompt immediately.

You will see patterns after a month. Change the way your folders are set up, make naming rules more specific, and add tags where they are needed.

In three months, you’ll have a library that really helps you get more done and saves you time.

The goal isn’t a perfect system. It’s a system you trust and use daily.

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Only $29.99 - one-time purchase, because your productivity tool shouldn't become another subscription to manage. Yours forever.
Get mine today