feat: AASCU intermediary discovery report — gap analysis + dashboard pages#113
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William-Hill merged 2 commits intomainfrom Apr 29, 2026
Merged
feat: AASCU intermediary discovery report — gap analysis + dashboard pages#113William-Hill merged 2 commits intomainfrom
William-Hill merged 2 commits intomainfrom
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8-issue epic covering SHAP narrator, summarizer, and explainer fine-tuning with Qwen 3.5 (4B + 9B evaluation). Includes Colab notebook design (single Run All, Unsloth + LoRA on A100), SHAP narrator task type with grounding metrics, and dashboard integration via model-client.ts Ollama adapter.
…pages Adds a discovery research deliverable from the AASCU intermediary session: - New auth-protected `/discovery/aascu` (brief) and `/discovery/aascu/full` (editorial) pages, gated to admin / ir / leadership roles - Pages use next/font (Fraunces, Newsreader, IBM Plex Sans/Mono, JetBrains Mono) + scoped CSS modules so the editorial design lives alongside the Tailwind/shadcn stack without leaking - Discovery nav link added to NavHeader for gated roles - /discovery prefix added to ROUTE_PERMISSIONS Also adds research artifacts under docs/: - aascu_intermediary_feedback_summary.md — full report with 11-row pain-coverage matrix and P0/P1/P2 issue scoping - aascu_intermediary_postmortem.md — 4L (Liked/Learned/Lacked/LongedFor) retrospective with per-IFS post-work - aascu_gap_analysis.html / _simple.html — standalone single-file HTML versions for sharing externally without dashboard auth - aascu_intermediary_feedback_summary_gdocs.md — Google-Docs-paste-friendly variant with tables flattened to definition lists Source: 21-min recording with two AASCU intermediaries (one IR-focused, one data-engineering-focused) describing pain points across PDP dashboard quality, AI/governance expectations, and institutional submission process. Eight follow-up issues filed: #105 — #112.
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Summary
Adds the deliverable from a 21-minute discovery session with two AASCU Intermediaries (one IR-focused, one data-engineering-focused) describing how the PDP dashboard fails the institutions they serve. Ships both as research artifacts under
docs/and as auth-protected dashboard pages under/discovery/aascu./discovery/aascu(brief, single-column memo) and/discovery/aascu/full(long-form editorial)ROUTE_PERMISSIONS— restricted toadmin,ir,leadershipNavHeader(visible to gated roles)next/font/google(Fraunces, Newsreader, IBM Plex Sans/Mono, JetBrains Mono) + scoped CSS Modules — design lives alongside Tailwind/shadcn without leakingWhat's in
docs/aascu_intermediary_feedback_summary.mdaascu_intermediary_postmortem.mdaascu_gap_analysis.htmlaascu_gap_analysis_simple.htmlaascu_intermediary_feedback_summary_gdocs.mdThe standalone HTML files duplicate the dashboard pages on purpose — they're for external sharing (e.g., to AASCU stakeholders without dashboard accounts). The dashboard versions are the canonical, auth-protected source.
Verification
tsc --noEmitclean for new files (4 pre-existing errors in unrelated files, not introduced here)npm run buildsucceeds — both new routes appear in the route manifest307→/loginTest plan
admin→ click "Discovery" in nav → brief loads with cream/forest aestheticadvisororfaculty→ "Discovery" link is hidden, direct URL redirects to//discovery/aascudirectly → redirected to/loginNotes
maindirectly (not the SHAP fine-tuning epic) — this work is independent.next/font/googlepipeline already wired in root layout.