[CI] Epic: Data integrations

[jasminetay-moe]

Epic: Data Integrations

Connect Glow CI to actual student and teacher data from SDT and EduPass, assemble that data into context for the RAG model service, and instrument data flows for analytics and monitoring.

Key capabilities:

• EduPass/SDT? teacher role integration (controls CI visibility per teacher)
• SDT API integration — pull 5 pilot student context signals
• SDT data classification enforcement (no teacher access = CI not surfaced)
• Context mapping (map student/teacher signals to retrieval query inputs)
• Context assembly layer (teacher + student signals → structured retrieval query for E1)
• GA4 analytics setup + custom event tracking (cards, chat, citations)

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Definition of Done

• Live SDT signals retrieved for all 5 pilot signals; data classification enforced per teacher role
• Teacher role verified against EduPass/SDT? before CI is surfaced
• Context assembly producing valid retrieval queries passed to LLM model service
• GA4 property set up; all custom events firing correctly