Step 6 · Application Layer
Build once, use everywhere
The governed teaching knowledge layer powers multiple academic applications across the professor's team — from lesson preparation to assistant support to AI-enabled reuse.
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Application modules
Knowledge layer
Knowledge Writer
Auto-generate and maintain teaching articles from raw academic material.
lecture sequence for harm reduction
draft
seminar framing for case discussion
verified
reading-to-slide checklist
review
Knowledge Manager
Browse, search, and manage the governed teaching knowledge base.
12 articles · 84% coverage · 4 contributors
Knowledge Verifier
Route unresolved teaching issues to the right academic expert.
Concept order
Evidence emphasis
Discussion framing
M. Rinaldi
L. Conti
S. Ferraro
MCP Interface
Expose governed teaching knowledge to AI assistants and academic tools
GET
/api/teaching-knowledge → 12 governed items
POST
/api/verify → route to expert
GET
/api/health → 84% coverage
Open conflicts
0
Knowledge gaps
1
Team verifications this month
9
Knowledge layer healthy
84% coverage · Verified teaching sequence · Active academic collaboration