From Prompt
to LMS
Streamlining course design with Microsoft Copilot — and knowing when to close the tab. Six real workflows, a prompting framework, and every guardrail you need.
Quick Start — Jump to any section
The Co-Pilot Model
AI is a co-pilot, not a co-author. It drafts; you decide. Nothing reaches students without going through you.
Pre-Prompt Checklist
Ask yourself all four questions before every prompt you write.
The Core Workflow: Draft → Review → Deliver
Three steps. Every time. No exceptions. This is the rule that makes everything else safe.
When to Use Each Step
Accuracy — Does the output match your actual course, readings, and assignments? Copilot will sometimes invent plausible-sounding but incorrect details.
Your voice — Read it aloud. If you wouldn't say it in class, rewrite that part. Add one sentence only you could write.
Bias and inclusion — Review for culturally biased assumptions, gendered language, or examples that may not represent all your students.
Hallucinations — Copilot may invent citations, authors, or readings that don't exist. Verify any factual claim before it reaches students.
Common destinations:
Module introductions → Content → Create a File (HTML editor)
Activity instructions → Assessments → Discussions → Instructions field
Quiz questions → Assessments → Quizzes → Question Library
Announcements → News/Announcements tool
Build Effective Prompts with the FOCUS Framework
Five components. Every prompt. The C (Context) is where you upload your document — that's what makes the output specific to your course.
Anatomy of a FOCUS Prompt — Color-Coded
Here is what a complete prompt looks like. You can write it as one paragraph — the colors just help you see each component.
Connecting Outputs to Your LMS
Every Copilot output has a home in Brightspace. The workflow is always Draft → Review → Paste.
Your course syllabus or module outline. Paste your module topic list directly into Copilot before the prompt if you don't have a file ready.
Copilot will produce: A 100–120 word module welcome paragraph with a curiosity hook at the end — ready to paste directly into your LMS as an HTML page.
Review for: Accuracy (does it match your actual module?), Voice (does it sound like you?), The hook (is it specific to your content?), No hallucinated facts or readings.
Your rough activity description, assignment brief, or lecture notes. Even a few bullet points works — Copilot will structure them into numbered steps.
Copilot will produce: A numbered, step-by-step activity guide with a time estimate and submission checklist. One action per step, plain language throughout.
Review for: Are steps in the right order? Is the time estimate realistic? Would an anxious student feel safe following this?
Your lecture notes, slide text, or reading summary for the concept you want illustrated. After Copilot describes the infographic, use Bing Image Creator or Copilot Designer to generate it — then add alt text before uploading to your LMS.
Two outputs in one:
Output 1: A detailed infographic brief — layout, sections, labels — ready to paste into Bing Image Creator.
Output 2: Ready-to-use alt text for the LMS image alt field.
Review for: Is the content accurate? Is alt text descriptive enough for a screen reader user? Include a plain-text version below the image.
Your existing assignment description or activity instructions. Copilot uses your assignment as the starting point and creates three versions — you keep the one that fits each group of learners.
Three versions at once:
V1 Standard — original with minor clarity improvements
V2 Scaffolded — sentence starters + step structure + one worked example
V3 Extended — higher-order thinking or creative extension
Review for: Does each still meet the learning objective? Is the scaffolded version actually helpful — not just simpler?
Your current assignment instructions, rubric, or any complex course document. Works on anything — a dense rubric, a multi-page brief, or a lengthy policy paragraph from your syllabus.
Copilot will produce: A plain-language, numbered version at a 9th-grade reading level with examples and a 3-point submission summary.
Verify: Did it drop any required details? Run through Hemingway App (free) to confirm the reading level.
Your video transcript, lecture notes, or slide text. No transcript? Use Microsoft Stream to auto-generate one from your recording — then paste it in.
Two outputs at once:
Part 1 — 5 Key Takeaways
Ready to paste as a "What to know from this video" summary above or below the recording in your LMS.
Part 2 — 4 Formative Questions + Answer Key
Import directly into your LMS Quizzes as an ungraded self-check — unlimited attempts so students revisit freely.
Review: Are takeaways the 5 most important? Are questions formative — not summative?
The Three Guardrails: Voice, Privacy, Accessibility
These are not optional add-ons. They are the conditions under which AI use in course design is responsible.
When Should You NOT Use AI?
The 5-Minute Challenge
Build something real — right now — for a course you're actually teaching. Pick one output, use FOCUS, paste into Copilot, and see what comes back.
Step 1 — Choose Your Output Type
Step 2 — Build Your FOCUS Prompt Here
Step 4 — Reflection
What would you change before it reached students? Is there a phrase that doesn't sound like you?
Would this go to your LMS today — or does it need revision? What specifically needs to change?
Did you need to use Copilot for this, or could you have written it yourself in the same time?
Formative Assessment — Test Your Understanding
LLM concepts, FOCUS prompting, student data privacy, and responsible AI use. Select an answer, then click Submit to see feedback.
Take This Back to Your Classroom
Six things that matter more than any tool. Start with one this week.