Updated January 25, 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 disorganized prompt library is worse than no library at all. You know you have the perfect prompt somewhere, but finding it takes longer than writing a new one.

Whether you’re using text files, a notes app, or specialized prompt management software, these principles will help you build a library that improves with age.

Why organization matters

Prompt libraries always seem to fail in 4 predictable ways:

SPRAWL

You start with 10 prompts. Six months later you have 200, and half are duplicates with slight variations.

NAMING

Generic names like "Prompt 1" or "Good ChatGPT prompt" make your library unsearchable, so you waste more time hunting than working.

STALENESS

Prompts drift out of date as your needs evolve, but you keep using old versions because you can't tell which is current.

CONTEXT

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

Good organization solves all of these, your goal is to build a library you trust and actually use.

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Naming conventions

When thinking of a name, ask yourself these 3 questions:

  1. What does this prompt do?
  2. When do I use it?
  3. What makes it different from similar 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 terms you’ll actually search for. If you think “email” not “correspondence,” use “email” in the name.

Close your eyes and imagine needing this prompt. What words come to mind first? Those words should be in the name.

Folder structure strategies

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

1. By workflow

Organize prompts by when you use them:

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.

Hybrid approach

Most people end up with a hybrid: top-level folders by workflow or role, subfolders by content type.

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

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

Keep it shallow

Avoid folders more than 2-3 levels deep. If you need five clicks to reach a prompt, you’ll avoid using it.

Tagging strategy

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 implements these principles

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

Instant search: Migi indexes prompt names, content, and tags for fuzzy search. Type any fragment and find relevant prompts in under a second.

Hierarchical folders with tags: Organize by workflow while tagging by attributes. Search across everything or browse specific folders.

Template syntax: Placeholders with default values and clear syntax. The template shows you exactly what to customize.

Quick capture: Press Option-Space from anywhere to save a new prompt. Friction-free capture means you actually save prompts.

Built-in templates: 89 templates that follow these naming and design principles. Use them as-is or as examples for your own.

No subscription overhead: One-time purchase means you focus on building your library, not 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.

After a month, you’ll see patterns. Adjust your folder structure, refine naming conventions, and add tags where useful.

After three months, you’ll have a library that genuinely saves time and improves your work.

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

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