Tutor LMS Builder is a NIBWP Pro Skill — a validated, workflow-level capability that goes far beyond a single tool call. Turn a brief, outline, transcript, PDF or URL into a complete, validated Tutor LMS course — topics, lessons and real quizzes, built through the audited Tutor integration. Where a built-in ability performs one typed operation, a Pro Skill orchestrates a whole expert workflow and checks its own work against domain rules before anything is written to your site. The result is not a rough first draft you have to fix, but production-grade output you can trust.
Turn a brief, outline, transcript, PDF or URL into a complete, validated Tutor LMS course — topics, lessons and real quizzes, built through the audited Tutor integration. A premium, validated skill you invoke by prompt — it plans, validates, and (on your approval) builds.
What it does
Give the agent a topic, an outline, a transcript, a PDF or a URL. The Tutor LMS Builder plans a full course — topics, lessons and quizzes with real questions — validates it against pedagogy and Tutor's own schema, then builds it through the audited Tutor LMS integration. Turn any content into a sellable course in minutes.
- Full curriculum — topics, lessons and quizzes, planned as a real learning arc
- Real lesson content: intro, substance and takeaway, not just titles
- Quizzes with correctly-keyed true/false, choice and open-ended questions
- Validated against pedagogy and Tutor’s own schema before anything is saved
What makes it different
Every topic gets lessons, every quiz gets correctly-keyed questions, and pricing matches the product. A pedagogy + schema validator blocks empty topics, unkeyed questions and price mismatches before a single row is written to Tutor.
validate-course
✓ 6 topics, none empty
✓ 42 questions keyed
✗ quiz 3 unkeyed
→ fixed before saveHow it compares to generic AI output:
| By hand in the Tutor builder | Tutor LMS Builder |
|---|---|
| Type every topic, lesson and quiz | Describe it; the agent builds the tree |
| Hand-write quiz questions + answers | Valid, correctly-keyed questions generated |
| Easy to ship empty topics / broken quizzes | Validator blocks structural mistakes |
| Hours per course | Minutes per course |
How it works
Preflight
Set the instructor, free/paid pricing and structure once.
Plan & validate
The agent drafts the course tree and dry-run validates; fix-hints resolve any issues.
Build
One call persists the course, topics, lessons, quizzes and questions.
A real run
What it looks like when the skill runs:
nibwp/build-course
source: webinar-transcript.txt
✓ 6 topics · 18 lessons · 6 quizzes
✓ validated → builtCapabilities
The abilities it uses
Under the hood, Tutor LMS Builder is powered by these abilities:
| Ability | Type | What it does |
|---|---|---|
build-course | write | Validate + persist a full course tree. |
refine | write | Add topics, lessons or quizzes to an existing course. |
feedback | write | Records thumb-up/down to improve future builds. |
tutorlms-* integration | read/write | Seven Tutor LMS abilities the builder writes through. |
Getting it
Tutor LMS Builder is a Pro Skill — available on a Pro plan or in the Bundle. Once licensed, install it from NIBWP › Pro Skills and invoke it by describing what you want. See how to install & use Pro Skills.
FAQ
Does it work on Tutor LMS Free?
Will it overwrite my existing courses?
What do I need to run it?
Can I edit the generated course?
Build your next course in minutes
Connect any MCP client to NIBWP, point the Tutor LMS Builder at your material, and ship a complete, validated course — topics, lessons and quizzes included.
See pricing