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Lesson 5: Designing Reusable Prompt Templates

Lesson 5: Designing Reusable Prompt Templates

Skills
Generative AI
Prompt Engineering

Why This Lesson Matters

One great prompt is helpful. A great prompt you can reuse across projects, people, or platforms? That’s a multiplier.

Reusable prompt templates help you:

  • Save time across repeated tasks
  • Maintain consistent tone, structure, and output
  • Integrate prompts into tools, forms, and automations
  • Make prompt-based workflows more scalable

What Makes a Prompt Reusable?

  • Variables: Swap in different data without rewriting the whole prompt
  • Format Rules: Ensure predictable, machine-readable outputs
  • Role Framing: Gives prompts consistent tone and perspective
  • Constraints: Limits scope, enforces brevity or structure
  • Modularity: Can be combined with other prompts or chained instructions

Variable-Driven Prompt Example

Template:

“You are a [ROLE].
Summarize the following [DOCUMENT_TYPE] in [FORMAT].
Keep it under [WORD_COUNT] words.”

Inputs:

  • ROLE = “Marketing Analyst”
  • DOCUMENT_TYPE = “customer feedback report”
  • FORMAT = “bullet points”
  • WORD_COUNT = 100

Final Prompt:

“You are a Marketing Analyst. Summarize the following customer feedback report in bullet points. Keep it under 100 words.”

Writing Templates: Best Practices

  • Use square brackets [like this] to signal variables
  • Add one example output in your documentation
  • Keep instructions declarative: what to do, how to format
  • Test with different inputs to ensure flexibility
  • Combine with system prompts for consistency (tone, format)

Common Template Use Cases

Customer support:

“You are a support agent. Respond to this ticket using a friendly and empathetic tone. Include next steps and reassurance.”

Marketing content:

“Turn this blog post into a Twitter thread with 5 scannable points and a CTA at the end.”

Operations:

“Standardize this job description by converting it into a competency matrix with categories for skills, tools, and responsibilities.”

Analysis:

“Extract 3 key insights from this data summary and explain them to a non-technical executive.”

Bonus Tip: Prompt Libraries

Use Airtable, Notion, or a shared doc to store reusable templates. For each one, include:

  • Prompt name
  • Goal / use case
  • Final prompt with variables
  • Example inputs and outputs
  • Notes on settings (temperature, max tokens, etc.)

Callout Box

Try This Prompt Challenge

👉 Create a reusable prompt template with clear structure and documentation:

Task: You frequently write prompts to summarize meeting notes.
Challenge: Create a reusable prompt template that includes:
– A role
– A format constraint
– At least two variables
– A sentence that would work as documentation

Recap

Reusable prompts are the key to scaling your AI workflows. With variables, format controls, and consistent framing, your best prompts can become repeatable tools for your team or product.

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Matthew Berman
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Matthew Berman
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https://forwardfuture.ai/lessons/lesson-5-designing-reusable-prompt-templates