KNOWLEDGE, ENGINEERED FOR PRACTICE
From signal
to skill.
The world changes. What we learn should change with it.
Step inside the Course Factory. See how real-world signals become grounded learning—and how practice tells the system what to build next.
Explore the factory01 / THE ATOMIC UNIT
A small unit.
A complete
perspective.
A definition is only the beginning. A cubelet connects what something means to why it matters, how it works, and when to use it.
Six faces turn one concept into something a practitioner can act on.
One concept, six ways in.
Explore the faces of an example cubelet about multi-factor authentication.
Multi-factor
authentication
02 / ASSAY — SIGNAL INTAKE
Start with
the world.
What needs to be learned starts outside the factory: a changing requirement, a new role, a recurring question from practice.
Assay gathers these signals and verifies their citations. Grounding comes before generation.
Evidence is the entry point.
A signal carries its source and context into the next stage.
03 / FOUNDRY — KNOWLEDGE STRUCTURE
Give ideas
room to
connect.
A pile of documents is not a learning system. The Foundry organizes concepts, names their relationships, and maps them to competencies.
Every cubelet gets a place in a larger body of knowledge. Related ideas can be retrieved together.
Under the surface
Taxonomy, ontology, vocabulary, and competency artifacts are stored in R2. Neo4j is the derived graph index, rebuilt from those artifacts.
04 / FACTORY — PRODUCTION & QUALITY
Five agents.
One quality
standard.
Research, writing, editing, review, and publishing each have a distinct job. A weak face goes back for revision.
Passing takes both: at least 42 out of 60 overall and at least 6 on every face.
A good average is not enough.
Compare a draft with its revision. One weak face can keep the entire cubelet from
passing.
05 / YARD — THE LEARNING EXPERIENCE
Knowledge
meets its
moment.
The same grounded content can support a lesson, a simulation, or a diagnostic. The format changes. The competency stays connected.
The Yard brings learning into practice, with authoring, assessment, and progress tracking around it.
A password.
And a PIN.
Is that MFA?
A team uses a password and a memorized PIN to sign in. Does this use two different authentication factors?
Choose an answer to explore the reasoning.
06 / THE REINFORCING LOOP
A loop that
starts with
the learner.
A diagnostic reveals a gap. The factory produces learning for that competency. Practice and assessment reveal what changed.
Competency is the shared language that connects the learner and the factory.
Learning informs production.
Gap and mastery relationships connect what people need with what the system should
produce.
07 / MCP — THE INTEGRATION SURFACE
A whole factory.
Within reach.
Content, concepts, assessment, and operations are accessible through domain-specific MCP workers.
Connect the tools your system needs. Access is controlled by caller entitlements.
Explore the worker map
- course-factory-mcp — content and concepts
- cmmc-consulting — readiness and gap analysis
- ai-gov — AI governance
- isaca — certification reference
- vulnops-mcp — vulnerability operations
- assess-worker — assessment delivery
- factory-ops — registry and production
One connection.
Many possibilities.
{
"mcpServers": {
"course-factory": {
"url": "https://mcp.cubelet.ai/mcp",
"headers": {
"Authorization": "Bearer <your-token>"
}
}
}
}Example configuration. Request a token to connect.
THE NEXT CHAPTER IS YOURS
Build something
worth learning.
Bring grounded knowledge and competency-based
learning into your product or workflow.