Learner field guide

Build the capability to turn real work into a useful Copilot workflow.

Use this guide during the session, then keep it nearby for your first week of practice in VS Code and agent mode.

Goal Context Constraints Check

Start with work, not a feature

What kind of help do you need?

Choose a task you already understand and can verify. Good first tasks are repeated, bounded, and low-risk.

? UnderstandExplain unfamiliar data, scripts, or errors. ✎ BuildCreate a dashboard, app, automation, agent, or script. ⇄ TransformClean, normalize, or reconcile information. ⚙ AutomateScript repeatable steps. ✓ Review + ShareProve the result and enable team reuse.

The prompting pattern

Goal · Context · Constraints · Check

Goal

What outcome do I need?

Context

What does Copilot need to know?

Constraints

What must it use, avoid, or preserve?

Check

How will I verify the result?

Worked example

Give Copilot less to guess.

Goal Build a repeatable account-health report from CRM, usage, and prior-week exports.

Context Usage keys may require an approved alias map. A five-person team reviews the report every Friday.

Constraints Never modify source files or guess an unmatched account. Use standard Python and explicit rules.

Check Preserve exceptions, test risky rules, run the workflow, and trace report claims to source data.

Tip

A prompt is not a one-time incantation. Ask for a plan, inspect assumptions, test a small result, and refine it.

Choose the surface

Where does the work already live?

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VS Code + Agent Mode

Multi-file implementation, commands, tests, and documentation

⌕

Copilot Chat

Explanation, design conversation, and focused edits

◈

Copilot app

Broad planning before the work becomes a project

›_

Copilot CLI

Command-first tasks where the terminal is home

Iterate

Make it a conversation.

1
Inspect
Read the workspace and expose assumptions before editing.
2
Plan
Agree on files, rules, evidence, and decision boundaries.
3
Build
Create the smallest complete end-to-end version.
4
Run
Execute the workflow and inspect actual outputs.
5
Review and refine
Find silent failures and apply only justified changes.
6
Package
Leave a prompt, runbook, tests, outputs, and limitations.

Before you use or share it

Run the four-part verification check.

AccuracyCan joins, calculations, and claims be traced to sources? SafetyAre source files immutable and outputs separate? PolicyIs the data appropriate for Copilot and this storage location? FitnessDo tests, exceptions, and representative inputs cover reality?

Confident language is not evidence. Open sources, inspect commands, and test results.

My one-week experiment

Turn one useful idea into practice.

Choose a task that takes 15–60 minutes, happens more than once, and has a result you can verify.

Capability I want to build Folder or project Decisions that remain mine Evidence I require What I will share with my team

I will try this task within the next seven days.

Keep building after today

Upcoming events you can join from anywhere.

All remote-accessible and free to attend online. Pick one and pair it with the capability you just described.

October 28–29, 2026

GitHub Universe 2026

Free virtual pass. Copilot, agent mode, and agentic workflows, with sessions on demand afterward.

githubuniverse.com →

November 17–20, 2026

Microsoft Ignite 2026

Free digital pass. Copilot, agents, and the Microsoft tooling your capability will connect to.

ignite.microsoft.com →

Recurring live sessions

Microsoft Reactor — Copilot series

Short, free, hands-on classes on Copilot Chat, agent mode, and MCP servers in VS Code.

developer.microsoft.com/reactor →

Ongoing

GitHub events and webinars

The full calendar of upcoming webinars and recorded sessions, including Copilot bootcamps.

github.com/resources/events →

Event I am registering for