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19 Oct/25

Prompt Templates & Pattern Libraries

Overview

In this lesson, you will learn:

  • What prompt templates are and why they matter.
  • How to create reusable prompt patterns for common AI tasks.
  • Beginner-friendly strategies to save time and improve consistency.
  • Practical examples for text summarization, coding, logic, and automation.

By the end, you will know how to design, reuse, and optimize prompts efficiently.


Key Concepts

  • Prompt Template: A reusable structure guiding AI to produce consistent outputs.
  • Pattern Library: A collection of prompt templates for common tasks.
  • Efficiency & Consistency: Templates save time and ensure reliable outputs.
  • Beginner-Friendly Approach: Start with 2–3 templates and expand gradually.

Concept Explanation

1. What is a Prompt Template?

A template provides a consistent structure for prompts that can be reused across tasks.

Example – Text Summarization Template

Role: You are a helpful assistant.
Task: Summarize the following paragraph in 3 bullet points.
Input: {Insert paragraph here}
Output:
- Bullet 1
- Bullet 2
- Bullet 3

Replace {Insert paragraph here} with any new text. Saves time and ensures uniform formatting.

2. What is a Pattern Library?

A pattern library is a collection of templates for different tasks such as summarization, text classification, code generation, email drafting, or data extraction.

Why it helps:

  • Reuse tested prompts instead of writing new ones every time.
  • Reduces errors and improves consistency.
  • Makes scaling multi-task AI projects easier.

3. Beginner-Friendly Strategies

  1. Identify common tasks in your workflow (e.g., summaries, reports, code snippets).
  2. Create a template for each task with placeholders for variable inputs.
  3. Test each template and refine based on output quality.
  4. Organize templates into a library for quick access.
  5. Update templates as you discover better phrasing or structure.

Practical Examples

Example 1: Email Drafting Template

Role: You are a professional assistant.
Task: Draft a polite email.
Input: {Recipient name}, {Purpose of email}, {Additional details}
Output:
Dear {Recipient name},

{Generated email text}

Best regards,
{Your name}

Example 2: Coding Template

Role: You are a Python tutor.
Task: Write a function with step-by-step explanation.
Input: {Task description}
Output:
Step 1: ...
Step 2: ...
Action:
def example_function():
    # Python code here

Example 3: Summarization Template

Role: You are a content editor.
Task: Summarize text in 3 sentences.
Input: {Text to summarize}
Output:
1. ...
2. ...
3. ...

Tools for Beginners

  • ChatGPT / OpenAI Playground: Save templates for repeated tasks.
  • Notion / Google Docs: Organize prompt libraries with placeholders.
  • Replit / Jupyter Notebook: Automate template usage with variables.

Step-by-Step Beginner Activity

  1. List 3 tasks you perform frequently (text, code, emails).
  2. Write a prompt template for each task with placeholders.
  3. Test the templates with different inputs.
  4. Refine each template for clarity, tone, and formatting.
  5. Organize templates into a library for future reuse.

Exercises

  1. Create a template for summarizing news articles.
  2. Create a template for drafting professional emails.
  3. Create a template for simple Python functions with explanations.
  4. Test all templates with multiple inputs and refine outputs.

Summary & Key Takeaways

  • Prompt templates save time and improve output consistency.
  • Pattern libraries organize templates for easy reuse across tasks.
  • Begin with 2–3 templates and expand gradually.
  • Templates can include roles, instructions, placeholders, and output formats.
  • Mastering templates sets the stage for efficient multi-step workflows and automation in the Builder Zone.

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