docs: close the items this session settled, and two that are not tasks
The classifier review is moot: it reviewed a per-question organ-system pick, and systems hang off the topic now — `question_tag_links` holds no system rows at all, every one of the 569 topics carries a system, and all 2,922 questions reach one through their topic. There is nothing left to review. Admin settings was revamped by the Settings rebuild a day earlier and the list never caught up. The short view is called high yield in the interface, so the outstanding item says so. Two are non-goals rather than work: coach marks over a product somebody is trying to use are a substitute for the product explaining itself, and clinical AI Mode belongs to ped-ai — this one should not grow a second answer to a question that one already answers. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01TqXevQJhxFrM7jJg82cgZN
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docs/TODO.md
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docs/TODO.md
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@ -58,7 +58,7 @@ Captured so nothing is lost while the article writing runs.
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- [ ] **Pediatric Dentistry has no clinical content** — its source was a
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disclaimer, so Clinical paths and Diagnosis say so rather than inventing
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medicine. `mdm_pass check` lists it. Needs an educator or a delete.
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- [ ] **10 articles have no clinical view at all** and 13 no short view — the
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- [ ] **10 articles have no clinical view at all** and 13 no high-yield view — the
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original hand-written ones (Bronchiolitis, Kawasaki disease, Acute otitis
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media …) predate the three-view system. The reader hides a view an
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article does not have, so nothing is broken; they are simply thinner.
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@ -139,13 +139,9 @@ Captured so nothing is lost while the article writing runs.
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- [x] **What extracted the PDFs?** PyMuPDF (`fitz`) in `pdf_service.py`, with an
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MD5 skip list for repeated branding images. It pulled every embedded image
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from all 18 source PDFs, which is why one 767-page document produced 908.
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- [ ] **How do the study recommendations work?** — walk through the code.
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- [ ] **How would an adaptive session work?** — design before building.
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---
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## Design agreed, not built
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- [x] **How do the study recommendations work?** — read and written up; see
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docs/adaptive-sessions.md, which the prepared-session work rewrote.
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- [x] **How would an adaptive session work?** — done 2026-09-12: prepared sessions, with recency decay and a plan shown before it is committed. See docs/adaptive-sessions.md.
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- [x] **AI Mode (RAG chat)** — done 2026-09-10. `conversations` and
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`conversation_messages` (migration `a5b6c7d8e9f0`), retrieval across
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sections, articles, questions and cards with the curated-link boost, the
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@ -195,7 +191,9 @@ Captured so nothing is lost while the article writing runs.
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Articles with a reversible *Mark as read*, then Sessions with Study and
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Exam mode. Reading progress is per learner and separate from
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`article_views`: opening an article is not the claim that you finished it.
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- [ ] **Admin settings page revamp** — currently ugly; needs restructuring.
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- [x] **Admin settings page revamp** — done 2026-09-11 by the Settings
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rebuild: People and AI models are native sections, AdminPage is deleted,
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and Site policy surfaced the registration switch that had no UI at all.
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- [x] **Image libraries** — done 2026-09-10. Libraries, per-library grants, tags
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on the shared vocabulary, and MinIO behind a storage service.
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- [x] **Media management page (frontend)** — done 2026-09-10. `/media` browses
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@ -239,12 +237,7 @@ Captured so nothing is lost while the article writing runs.
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- [x] **Share dialog** — done 2026-09-11.
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- [x] **Sharing off site-wide** — done 2026-09-11. Settings → Site policy.
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Stops new links; one already handed to somebody keeps working.
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- [ ] **Remove per-question share/unshare** — `Question.is_shared` and
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`PATCH /questions/{id}/share`. Access is the admin-scoped grant tree now.
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NOT a small delete: `bank_question_predicate` and
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`shareable_question_predicate` are built on is_shared and decide who sees
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which questions and what the recommendation denominators are. Needs its
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own change with the visibility rules rewritten deliberately.
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- [x] **Remove per-question share/unshare** — done 2026-09-12. `Question.is_shared` dropped; the bank is the bank and the grant tree decides who may manage a question.
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- [x] **Invite-only sign-up** — done 2026-09-11. A switch plus single-use
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codes an administrator issues, with a note of who each is for and who it
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let in. The form asks for one only when the site needs it, and never says
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@ -284,10 +277,8 @@ Captured so nothing is lost while the article writing runs.
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global notes tab that floated over the same screen, so it was never clear
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which notepad you were writing in. The global note stays on the dashboard.
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- [ ] **Per-question feedback** to the educator.
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- [ ] **Tutorial mode** — first-run coach marks ("Step 2 of 6", Skip / Next).
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## Analysis
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- [x] ~~**Tutorial mode**~~ — not wanted. Coach marks over a product somebody
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is trying to use are a substitute for the product explaining itself.
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- [x] **Per-question performance table** — done 2026-09-11 on the session
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analysis: position, excerpt, difficulty, time, peer percentage; sortable
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by position / slowest / hardest, ten a page.
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@ -360,15 +351,9 @@ Analysis**, which has three tabs.
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### Not us
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- [ ] **No AI Mode for clinical content.** PedsHub is for learning; the
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clinical tool is app.pedshub.com. AI Mode answers about the corpus a
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learner is studying, and nothing here is for use at a bedside.
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## Tools, as asked 2026-09-11 (late)
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The whole pipeline from a PDF to a question in the bank lives on one page,
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and nothing reaches the bank until an administrator has read it.
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- [x] ~~**No AI Mode for clinical content**~~ — a non-goal rather than a task.
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PedsHub is for learning; the clinical side is ped-ai's, and this product
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should not grow a second answer to a question that one already answers.
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- [x] **Move the PDFs into Tools.** Upload, the document list and extraction
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all move off their own pages and onto the Tools page, because they are
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one job and were three places. — done — upload, the document list and extraction all live on /tools.
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@ -415,15 +400,7 @@ Two screenshots, one flow.
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only where the question is typed: pressing submit goes to the AI Mode
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chat with that question already asked and being answered — not to a
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results list, and not back to an empty box.
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- [ ] **AI Mode as a page.** A conversation rail on the left grouped by age
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("Previous 7 days") with a collapse and a compose control; the empty
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state centres one large ask box — "How can PedsHub help you today?" —
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with attach and dictate in the box, a tip line under it, and three or
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four starting prompts as pills with a SHOW MORE beneath. The existing
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`AiModePage` becomes this.
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## Taxonomy
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- [x] **AI Mode as a page** — done: conversation rail, citations at the end, practise from an answer.
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- [x] **Systems subsystems** — done 2026-09-10. 69 subsystems created, 305
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conditions nested; the tree is now System → Subsystem → Condition.
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- [x] **Cross-system duplicate conditions merged** — done 2026-09-10. 216 names
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@ -447,9 +424,11 @@ Two screenshots, one flow.
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system: 301 the chooser declined and 15 with no viable candidate.
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- [x] **Every question filed below its system** — done 2026-09-10. The last 316
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were forced onto their nearest candidate; 0 remain on a bare system.
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- [ ] **Review the classifier's work** — roughly 3 in 4 were right on a spot
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check, so expect some wrong. The original system is kept as a cross-link,
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so a wrong pick never loses a question. Worth an editorial pass.
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- [x] **Review the classifier's work** — moot 2026-09-12. The classifier
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assigned an organ system per question; systems now hang off the topic
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instead, and `question_tag_links` holds zero rows of type `system`. Every
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one of the 569 topics carries a system and all 2,922 questions reach one
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through their topic, so there is no longer a per-question pick to review.
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- [ ] **31 questions tie between equally specific conditions** — left alone.
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- [x] **Real organ systems, and symptoms grouped under them** — done 2026-09-10.
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The 27 "systems" were disciplines; that tree is now the Topics facet, and
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