Multi-step prompts and refinement

Working with Microsoft Copilot

Susanth Sutheesh

Copilot Solution Engineer, Microsoft

Why go beyond the basics?

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  • Some tasks take more than one prompt
  • A client report needs research, then a draft, then a summary

Three chained prompt cards narrowing to a result: list launch ideas, draft a plan, then five bullets

Working with Microsoft Copilot

Multi-step prompting

 

 

Break one task into a chain of prompts:

Step 1 - "List marketing ideas for the product launch"

Working with Microsoft Copilot

Multi-step prompting

 

 

Break one task into a chain of prompts:

Step 1 - "List marketing ideas for the product launch"

Step 2 - "Draft a short campaign plan around one idea"

Working with Microsoft Copilot

Multi-step prompting

 

 

Break one task into a chain of prompts:

Step 1 - "List marketing ideas for the product launch"

Step 2 - "Draft a short campaign plan around one idea"

Step 3 - "Summarize the plan in five bullet points for my manager"

Working with Microsoft Copilot

Adjusting tone and detail

 

Add a tone instruction to your prompt:

Write this announcement in a formal business tone

 

Copilot's formal business announcement email draft

Working with Microsoft Copilot

Refining prompts

 

Follow up to reshape the same draft:

Make it shorter and use bullet points

 

The same email, now shorter with bullet points

Working with Microsoft Copilot

Example: notes into action items

 

Attach the notes, then two prompts:

Extract all action items, grouped by owner

Reformat that as a table: Task, Owner, Deadline

 

Meeting notes attached, then extracted into bullets grouped by owner, then refined into a Task / Owner / Due table

Working with Microsoft Copilot

Multi-step vs. refinement

 

Multi-step prompting

  • Break the task into steps to guide Copilot
  • Stack the steps to reach a first version

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Refinement

  • Shorten, adjust tone, add the missing detail
  • Polish that version until it's usable

 

A side-by-side comparison of multi-step prompting building a draft in stages versus refinement polishing an existing draft

Working with Microsoft Copilot

Let's practice!

Working with Microsoft Copilot

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