AI prompting tips & tricks for everyday tasks

In this second blog post in a series of three, Microsoft Senior Learning Manager Ashley Masters Hall shares her practical perspective on the small prompting choices that can make a big difference in Microsoft Copilot results.

I’ve been at Microsoft nearly six years now—long enough to see AI go from interesting experiment to everyday tool. In my first post of this series, Bringing AI fluency to every corner of the organization (even yours!), I explored what AI fluency looks like in real life and why it matters for every role. This post picks up where that one left off, as I share my tips & tricks for practical prompting in Microsoft Copilot to make everyday tasks easier.

In my experience, most people don’t need more AI. They need fewer weird moments with AI. You know the ones—a confident answer that’s not true, a draft that sounds like a toaster manual, or a summary that technically covers the content but misses the thing you actually care about.

So I pulled together a short list of simple habits that can make Copilot more useful and reliable. These tips & tricks help me (and a lot of my colleagues) get better results right away, without spending all day crafting prompts.

Five practical prompting tips

Five practical prompting tips.

Tip #1. Treat Copilot like a teammate, not a vending machine.

Begin with this mindset shift: Copilot isn’t necessarily the source of all truth—it’s a brainstorming partner.

When I treat Copilot like a collaborator, my results immediately improve. I ask it to think with me, not for me. This is key. A few prompts I use constantly in Copilot include:

• Give me three options, not one.
• List your assumptions and what you need to verify.
• What are the risks or ways this could be misleading?

These questions pull the model out of “confident answer” mode and into “help me reason through this” mode.

Tip #2. Take prompt templates and edit them like you mean it.

I keep a “favorite prompts” doc open all the time—not because prompts are precious, but because “past me” did “future me” a favor.

Here are a few templates that work across roles. Copy them, and fill in the brackets to make the prompts your own:

• Clean summary. Summarize the text below in 4 bullets for [audience]. Include: decisions, risks, open questions, and next steps. Then propose 3 follow‑up questions I should ask.
• Rewrite with constraints. Rewrite this to be clear and human. Keep it under [number] words. Use a friendly, direct tone. Don’t add new facts.
• Notes → plan. Turn these notes into a plan with milestones, owners (use placeholders), risks, and dependencies. Output as a table.
• Brainstorm with trade‑offs. Generate 10 ideas for [goal] tailored to [persona]. For each idea, include a 1-sentence rationale + 1 downside.
• Decision support. Create a decision matrix comparing [A] vs [B] vs [C] across cost, time, risk, and impact. Before you start, ask me 3 clarifying questions.

The magic isn’t the template—it’s the editing. The more specific you make it, the better the output can be.

Tip #3. Add a 60‑second quality‑check loop.

My rule is “If I’m going to share it, I’m going to check it.” The good news is that you can do that quickly—and you can ask Copilot to help.

A few prompts I use for that final pass:

• Self‑critique. What are 5 ways this could be wrong, incomplete, or misleading?
• Missing info. What information do you need to be confident in this?
• Force structure. Put this into a table with columns: claim, evidence, confidence, and what to verify.
• Sensitivity scan. Flag anything that might be confidential, policy‑sensitive, or risky to share externally.

This loop takes just one minute (or even less) and can save hours of cleanup later.

Tip #4. Practice on something straightforward.

If you’re trying to build confidence in Copilot and in your own skills, don’t start with your highest‑stakes deck. Begin with the things you do all the time—even something not related to work, like planning a meal or a weekend trip.

When you start the day with your to‑do list, pick one thing that shows up regularly—the one that makes you think, “There’s got to be a way to spend less time on this.” Then take a few minutes with Copilot to make that task easier.

Try this simple routine:

1. Share the task with Copilot and ask, How can I use Copilot to reduce the amount of time I’m spending on this daily task?
2. Tighten the prompt by providing additional clarity and requesting a format.
3. Do the quality-check loop.
4. Save the prompt that worked.

That’s it. You’re building practical AI fluency and making your day a little easier.

Tip #5. Borrow good prompts from other people.

I asked a few colleagues to share their favorite Copilot prompts. Here are some that can change the way you lead with AI:

• Build my voice. If you’re looking to guide Copilot to reflect your personal voice and style in outputs, try this: Look at the emails and Teams messages I’ve sent in the last two weeks. Use them to create a personal brand voice document I can use to guide Copilot.
• Triage my inbox. If you’d like help focusing and prioritizing tasks, try this: Summarize my unread emails in a table. Include: Topic | Summary | Action Items | Follow-Up. If I’m directly mentioned, make the topic bold.
• Daily AI briefing. If you need a quick, reliable snapshot to help you stay current, try this: Compile the key AI news from the last 24 hours into a structured table. Include: Short Topic, Brief Summary, Suggested Impact, Source Name, and Link. Prioritize the entries by potential impact. Include reputable sources across a diverse range of media outlets. Exclude less reliable sources, and avoid overrepresentation of any single outlet.
• Explain my job simply. If you need details to help colleagues understand your responsibilities, including what you handle, how you contribute, and when to loop you in, try this: Can you summarize my job in layman’s terms?

These are great starting points—and they’re even better after you tune them to your role.

Four proven prompting tricks

Now that you’ve tried those tips, put these tricks to work for clearer, more dependable results from your prompts.

Four proven prompting tricks.

Trick #1. Iterate and refine.

Don’t stop at the first version. Ask for variations, define constraints, and request a fresh angle. Iteration helps you surface better ideas and guide Copilot toward clearer, more dependable output.

Trick #2. Ask Copilot what you should have asked.

After you get a response that hits the mark, ask Copilot, What should I have prompted you originally to get this in one shot? This one changed everything for me. It’s a fast way to sharpen your prompting habits and learn to guide Copilot with more precision.

Trick #3. Let Copilot ask you questions.

Sometimes I don’t know which details matter. So I start high level with, Ask me any clarifying questions you need me to answer. It’s a simple way to give Copilot the context to deliver a result that fits your real intent, uncover what matters, and fill in gaps you didn’t even realize were there.

Trick #4. Give your prompts the foundation they need.

Good prompts aren’t complicated, but they do have a few elements that make them work better. When you’re writing a prompt, include your goal, the context, the source you want Copilot to use, and your expectations for the output. The more of these elements that you include, the better the result can be.

Anatomy of a good prompt, including goal, context, source, and expectations.

Bring your prompts to life

The more you prompt, the better you prompt. It’s a skill you build through regular practice each day. Over time, you start to recognize what makes a prompt work—treating Copilot like a teammate, making prompt templates your own, adding a quality-check loop, tightening your instructions, iterating with purpose, and using the right mix of goal, context, source, and expectations. Those small habits add up to clearer drafts, faster cycles, and fewer of those “Why did it write that?” moments.

If you want a structured way to practice, check out Craft effective prompts for Microsoft 365 Copilot in AI Skills Navigator. Using real-world scenarios and examples, learn how to craft effective and contextual prompts for different tasks and how to use built-in features in Copilot to get better results faster. And, while you’re in a module in AI Skills Navigator, try the Summarize module or Turn module into podcast feature. Cool, right?

Introduction to the “Craft effective prompts for Microsoft 365 Copilot” learning path in AI Skills Navigator.

Up next

Stay tuned for my third and final post in this series, AI looks different depending on where you are in your career. Let’s talk about that. In the meantime, happy prompting!