docs: bootstrap tutor planning

openspec/changes/bootstrap-job-tutor-platform/specs/learning-ontology/spec.md

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+# learning-ontology Specification
+
+## ADDED Requirements
+
+### Requirement: Uploaded materials produce a source-backed ontology
+
+The system SHALL analyze uploaded learning materials into concepts,
+prerequisites, examples, questions, rubrics, and source evidence.
+
+#### Scenario: material ingestion creates ontology candidates
+
+- **GIVEN** an operator uploads learning materials
+- **WHEN** the ingestion workflow completes
+- **THEN** the system creates ontology candidate nodes and edges
+- **AND** links each supported candidate to source evidence.
+
+#### Scenario: gaps are identified separately from verified content
+
+- **GIVEN** the ontology builder detects a missing prerequisite or weakly
+  supported concept
+- **WHEN** it proposes missing content
+- **THEN** the proposed content is marked as generated or inferred
+- **AND** it is not treated as canonical until reviewed or validated.
+
+### Requirement: Generated study assets keep lineage
+
+The system SHALL preserve provenance for generated learning materials.
+
+#### Scenario: visual teaching asset is generated
+
+- **GIVEN** a concept needs a diagram or slide-like explanation
+- **WHEN** the asset generation workflow runs
+- **THEN** the generated asset stores its prompt, model configuration, source
+  concept, source evidence, and review state.