Batch Engine

Manage learner inference and validate enrichment selections
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Personality
Student Profile
Learning Goals
Theory Mapping
Environment Check
Content Sequencing
Format Selection
Content Creation
Safety & Ethics
Institutional Fit
Assessment Design
Self-Reflection
Feedback Routing
Future Planning
Initial Screening
Consistency Check
Vision Alignment
Real-World Fit
Final Assembly
Independent Audit
Agent Progress No active run
1. Personality
L01
2. LOPA
L01
3. LODA
L01
4. CogniStruct
L01
5. CLEA
L03
6. CSA
L02
7. MSA
L05
8. MIA
L05
9. Ethical Core
L04
10. HICE
L07
11. LAA
L06
12. MRA
L06
13. OFR
L06
14. SFE
L08
15. MP1
MP1
16. MP2
MP2
17. MP3
MP3
18. MP4
MP4
19. MP5
MP5
20. MP6
MP6
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Selection Results
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Select courses and profiles, then click Run Selection Matrix
to see which atoms/modalities are selected for each combination.
Legend: ● Full match (all modalities available) ● Partial match (some substitutions) ● No match (modality gaps) — Not run