MaestroMaestro Overview — contents
Reference
Glossary
The education and Maestro-specific vocabulary a developer will meet across these topics, defined plainly and current as of October 2026. Where a term has a home topic, it links there. Terms from the retired Classic engine are listed separately at the end so older material can still be read.
Studio: designing and producing courses
| Term | Meaning |
|---|---|
| Admin Center | Where IT Admins configure the platform, including choosing every AI model from a catalogue. No model is hard-coded. |
| CLO (Course Learning Outcome) | A statement of what a learner should be able to do by the end of a course. The Learning Outcome Review refines the official CLOs. → |
| Course Design | The first part of authoring: six ordered reviews, each approved by faculty, that turn a syllabus into an approved design. → |
| The six reviews | Course Intake · Learning Outcome Review · Assessment Design · Rubric and Weighting · Academic Integrity · Topic Architecture. |
| Academic course / training course | The two kinds of course: an academic course is syllabus-led and starts with Course Design; a training course is material-led. |
| Lead Designer | The single course engine. It divides the sources across subtopics, sets the lesson calendar, then plans, designs and produces each lesson ("Produce this lesson / subtopic / course"). → |
| Fill this gap | A Lead Designer action that lets AI write material where the sources are thin. What it writes is reviewed like everything else. |
| Production monitor | The Studio view that follows a course live as it is planned, designed and produced. |
| Grounding | Anchoring generated content to the approved course sources. → |
| Subtopic | A learning territory within a CLO; the Lead Designer plans lessons per subtopic. → |
| Lesson Page Standard | The one shape every lesson follows, designed phone-first: Open (a case picture and one choice) → parts, each with Watch (or Read instead) and Try it → Pause moments → the lesson's check → close (the learner's choice, a settle sentence, "your card") → carry forward. |
| Storyline | The thread that ties a lesson together from its opening case to its close. |
| Watch / Read instead | A part's narrated video, and the text alternative a learner can choose instead. |
| Try it | A short practice activity inside a part: immediate feedback, no grade, never how mastery is decided. |
| Pause | A brief moment in a lesson that asks the learner to stop and think before moving on. |
| The lesson's check | The diagnostic at the end of a lesson. It decides the learner's result and the help offered; it is not a grade. → |
| Variant | One of several approved versions of a check question, so a learner trying again meets a fresh one. |
| Remediation pieces | What each lesson carries for a learner who has not got there yet. Publishing refuses a lesson missing a required piece. → |
| Mix-up message | The short message shown when the check finds a specific misunderstanding, naming it plainly. |
| Second way in | The part the check tested, explained another way. |
| Firm-up | One example to firm up understanding that is nearly there. |
| Worked example | A step-by-step walkthrough for a learner who is not there yet or not sure. |
| Look again | A revision item that quotes the learner's own earlier answer and asks what they would change, and why. |
| Misconception registry | The shared, governed catalogue of named wrong ideas. The Lead Designer's "tempting errors" join it and are bound to the lesson whose check scores against them. → |
| Prompt registry | Where every AI prompt is versioned and approved before use. |
| Validation & sign | The course owner signs the final report. A course cannot be signed until its milestones exist and are approved. |
| Dean release | The only way a course reaches learners: the Dean (or IT Admin) releases the signed, frozen version, which becomes live and immutable in Journey. There is no direct publish. |
| Release board | Where signed courses wait for release and released versions are listed. Rollback is only to an earlier released version. |
| Published Course Package | The versioned, immutable artifact a release produces and Journey delivers. → |
Roles
| Term | Meaning |
|---|---|
| The roles | IT Admin · Academic Lead · Dean · SME · Registration · Student, organised by schools and programmes. → |
| SME (Subject-Matter Expert) | The faculty member who approves the design reviews and the course's content. |
| Course staff | Per course: the owner, co-authors and reviewers, working through anchored comments and notifications. |
| Registration desk | Where the Registration role follows learner progress, works cases and handles learner messages. |
Journey: the learner's side
| Term | Meaning |
|---|---|
| Adaptive Learning System | The learner-facing runtime, branded Maestro Journey. → |
| Your day / Today | The learner's starting page: where to begin today. |
| Course road (Your journey) | The course page's main tab: one lane per learning outcome, a stop per subtopic (solid, firming up, you're here, ahead), Revision markers and milestone diamonds, ending at "your credential". Minutes are shown on every lesson. |
| Learner results | After a lesson's check the learner sees one of five: Solid · Nearly there · Not yet · Not sure · A mix-up, with their own answer kept, then "Where to next · you choose". |
| Diagnostic band | The internal category behind a result: secure, fragile, knowledge gap, misconception. Band names are internal and never shown to learners. |
| Revision | One page per course plus a Revision hub. Each item says which lesson it came from. |
| Short on time? | A Revision option to work for 5 minutes, 10 minutes, or through everything, most important first. |
| Before Milestone | The Revision items a learner must try once, honestly, before starting a milestone. Passing them is not required. |
| Welcome back | One short look-back item before the first lesson of a new day, when something is due. About a minute, never marked, and it never blocks the rest of the course. |
| Atlas | The learner-only AI companion. Code rules decide when it speaks; the model only words the line. It is quiet while a check is open and inside assessments. → |
| Learner model | The evolving per-learner record of results and mix-ups that the course road, Revision and Atlas read from. → |
| Trust layer | The learner model, misconception catalogue and next-step rules. → |
Milestones and grading
| Term | Meaning |
|---|---|
| Milestone | A graded assessment, weighted through Rubric and Weighting, shown as a diamond on the course road. |
| Milestone Guide | The only way into a milestone: its criteria with weights and the outcomes it covers. Its button follows progress — Start assessment, Continue your assessment, Continue your defense. |
| Choose your world | The learner picks a context for the milestone brief, then builds the work with autosave, version history and a daily work log. |
| Spoken defense | The live voice conversation (over WebRTC) that ends a milestone: the learner's locked work on one side, the questions on the other. The learner can cut in and the examiner stops. → |
| Your results / My results | The weighted report for one course, and the view across all courses. Work and grades are kept even if a course changes or is archived. |
Integration
| Term | Meaning |
|---|---|
| LTI 1.3 / LTI Advantage | The standard by which Maestro embeds in and syncs with Moodle. Instructors deep-link whole courses. → |
| AGS (Assignment & Grade Services) | The LTI service Maestro uses to send grades to Moodle — one gradebook column per approved milestone, with its weight. → |
| NRPS (Names & Role Provisioning Services) | The LTI service that syncs the Moodle roster into Maestro. |
Retired terms
These belonged to the Classic engine, which has been retired. They may appear in older material; none describes the current product.
| Term | What replaced it |
|---|---|
| Classic | The earlier course engine. Replaced by the Lead Designer; its authoring has been removed and its courses are being retired. |
| Eleven node types · Mastery Node · node DNA | Lessons following the Lesson Page Standard. |
| Node Experience Blueprint · Content Specification · modality production | The Lead Designer's plan, design and produce steps. |
| Template tiers · template library | The Lesson Page Standard's fixed parts (Watch, Try it, Pause, the check). |
| Dialogic checks | The lesson's check and, for milestones, the spoken defense. |
| Bridge / crossing nodes | The course road and carry forward. |
| Readiness state (Not Ready … Advanced) | The five learner results. |
| Direct publish | Dean release. |