feat: SIS deep-link from student detail view (#78)#95
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William-Hill merged 15 commits intomainfrom Apr 2, 2026
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Per-school fine-tuning pipeline to replace OpenAI dependency for explanation and summarization endpoints with locally-served Qwen 3.5 models via MLX and Ollama.
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Summary
guid_sis_maptable + seed script with 20 demo mappings for POC/demo purposesGET /api/students/[guid]/sis-linkwith role gating (admin/advisor/ir), server-side URL construction, and fire-and-forget audit loggingSIS_BASE_URLenv var — leave blank to disable entirelyTest plan
SIS_BASE_URL=https://sis-demo.example.com/studentsandSIS_ID_PARAM=idin.env.localpython -m operations.seed_guid_sis_mapto create table and seed demo dataSIS_BASE_URLfrom env, restart — verify button is hidden entirelylogs/query-history.jsonlforsis_link_accessedaudit entries (GUID + role only, no SIS ID)Closes #78