tutor-service/.planning/phases/005-ontology-materials/005-SUMMARY.md

Phase 5 Summary

Status: Complete Completed: 2026-04-26

Delivered

• Added internal/ontology for materials, concept candidates, edge candidates, gaps, and snapshots.
• Added deterministic MVP analyzer for known backend interview concepts.
• Added source evidence to every supported concept and edge candidate.
• Added candidate-only gap records for missing prerequisites and weak evidence.
• Added HTTP endpoints:
  • POST /api/v1/materials
  • GET /api/v1/ontology
• Added ontology unit tests and HTTP flow tests.

Verification

gofmt -w cmd internal
go test ./...
openspec validate bootstrap-job-tutor-platform --strict

Additional smoke check:

• Material ingestion followed by ontology snapshot returned candidate concepts, edges, and gaps.

Deferred

• Multipart uploads.
• PPT/PDF/document parsing.
• Human review and canonical promotion.
• Graph database persistence.