Three concurrent themes from this session:
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ED ENCOUNTERS — per-stage cards + consolidate→MDM finalize
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UX redesign per Daniel's feedback ("every stage note should be shown,
if AI is told to modify that particular note then the modified version
is used in final mdm"):
- Each generated stage stays on screen as its own editable card with
its own embedded "Don't Miss" panel. No more single rolling note
element that gets replaced on each generation.
- gatherCurrentNotes() reads contenteditable text from each stage card
before any operation (advance, finalize, persist) so inline edits
flow into the next AI call and the final consolidate.
- Stage badge is now state-accurate. "Stage N (recording)" with yellow
background after Add-more before generation; "Stage N" with gray
after generation. Fixes the bug where the badge flipped to Stage 2
the moment Add-more was clicked.
- Save & Done now runs TWO server-side AI calls in /finalize:
1. edConsolidate (new prompt) → polished single final note that
integrates every stage chronologically (HPI / ROS / PE / ED Course /
A&P with disposition).
2. edFinalize (rewritten with full inline 2023 AMA E/M element
rubric — problems / data / risk definitions, level mapping with
concrete examples) → MDM JSON.
- Two new cards render after finalize: blue-bordered Final Consolidated
Note + green-bordered MDM. Stage cards become read-only.
- partial_data on the saved row now stores {stages, finalNote, mdm,
finalized} so resume re-renders the full state.
Why two-call finalize: a single combined prompt makes the model cut
corners on one task. Two focused calls cost ~2× latency at the very end
of an encounter — acceptable since finalize is a one-time terminal
action, not a per-stage hot path.
Files: public/components/ed-encounter.html, public/js/ed-encounters.js,
src/routes/edEncounters.js, src/utils/prompts.js (edConsolidate added,
edFinalize rewritten).
═══════════════════════════════════════════════════════════════════
EXTENSIONS / PAGERS — visual polish
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Multiple iterations based on Daniel's feedback:
- Layout: align-items:flex-start so action buttons stay pinned top-right
when long numbers wrap (was align-items:center → buttons drifted into
the text area, causing visible overlap).
- Number: word-break:break-all + min-width:0 + font-feature-settings:tnum
so long numbers wrap within their column instead of pushing under the
buttons. Click-to-copy with a 0.55s green flash + ✓ copied badge.
- Phone/pager Font Awesome icon next to the number in the type color —
at-a-glance type signal (replacing an earlier 3px left stripe that
Daniel found visually bulky).
- Name: font-weight 700, font-size 14.5px, color g900, letter-spacing
-0.012em — scan-target headline typography for long lists.
- Alternating subtle backgrounds by index (white vs #fafbfc) so a long
list reads as distinct rows.
- Hover: card lifts 1px with a soft shadow; action buttons fade from
55% to 100% opacity. Cubic-bezier transition on transform.
- Entrance: staggered fade-up animation per card (35ms × index, capped
at 12). prefers-reduced-motion media query disables motion.
- Empty state: 48px FA icon + heading instead of plain gray text.
Files: public/js/extensions.js, public/css/styles.css.
═══════════════════════════════════════════════════════════════════
DOCS REORGANIZATION + APPLICATION-LOGIC DOCS + ADMIN VIEWER
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Document moves (preserving git history via git mv):
BROWSER_WHISPER_SETUP.md → docs/browser-whisper-setup.md
BROWSER_WHISPER_TROUBLESHOOTING.md → docs/browser-whisper-troubleshooting.md
DEVELOPER_GUIDE.md → docs/developer-guide-extended.md
EMBEDDINGS_SETUP.md → docs/embeddings-setup.md
FEATURES_EXPLAINED.md → docs/features-explained.md
IMPROVEMENTS.md → docs/improvements.md
OPENID_SETUP.md → docs/openid-setup.md
TRANSCRIPTION_OPTIONS.md → docs/transcription-options.md
README.md updated with the new paths + a Documentation section that
links to docs/logic/ at the top.
New application-logic doc series (~8,300 lines total) at docs/logic/.
Built with 5 parallel doc-writing agents per Daniel's "use multiple
agents" directive. Each doc explains how a part of the app actually
works — application logic, data flow, design decisions, sacred zones,
how-to-extend recipes — at a depth that lets a new dev (or an AI
assistant) modify the code confidently.
docs/logic/README.md — index + recommended reading order
docs/logic/architecture.md (2166 L) — frontend IIFE pattern, lazy tab
load, backend route convention,
schema, encryption, deployment
docs/logic/clinical-notes.md (1546L) — every note tab + helper trio
docs/logic/bedside-and-calculators.md (1373L) — bedside ES module
pocket + calculators + PE Guide
+ suture selector
docs/logic/auth-admin-learning.md (1281L) — auth (local+OIDC+2FA) +
admin panel + Learning Hub
(Quiz engine logic at sub-detail
only — TODO follow-up)
docs/logic/ai-and-voice.md (1128 L) — callAI 5-provider routing,
prompts, voice/STT, helper trio
docs/logic/ed-encounters.md (821 L) — multi-stage ED + MDM (this
session's worked example)
Admin-only docs viewer:
- New route /api/admin/docs/{tree,file}: recursively walks docs/, returns
the tree as JSON; /file?path=X validates path stays inside docs/ and
renders markdown via marked. Both gated by req.user.role==='admin'.
- New tab "Docs" (book icon) in the sidebar, hidden by default and
revealed in auth.js when user.role==='admin' (same pattern as the
existing Admin and CMS tabs).
- New component public/components/admin-docs.html: split-pane layout
with a tree sidebar + filter input + a markdown reader pane.
- New module public/js/admin-docs.js: lazy-loads the tree on first tab
activation, renders collapsible folders, persists expanded state and
last-opened path via UIState. Server-rendered HTML so no client
markdown parser needed.
- CSS for the viewer (responsive split-pane, code-block styling, table
scrolling, etc.).
- Mounted at /api/admin/docs (NOT /api) — important: mounting a router
with router.use(authMiddleware) at /api accidentally 401s every other
/api/* path (caught and fixed during testing — /api/health was 401'ing).
Files: docs/* (moved + new), README.md, public/components/admin-docs.html
(new), public/js/admin-docs.js (new), src/routes/adminDocs.js (new),
public/index.html (tab + section + script), public/js/auth.js (admin
gate + logout cleanup), public/css/styles.css (viewer styles), server.js
(mount).
═══════════════════════════════════════════════════════════════════
KNOWN GAPS (TODO follow-ups)
═══════════════════════════════════════════════════════════════════
- Learning Hub quiz engine (MCQ / multi-select / T-F scoring + attempt
tracking + progress dashboard) is covered at the architectural level
in docs/logic/auth-admin-learning.md but not drilled into the quiz
data model and scoring flow. Worth a focused follow-up doc.
- ED finalize: if MDM step JSON parse fails, server returns 502 with
the consolidated finalNote in the error payload, but client doesn't
surface the partial result. Add a "MDM failed, retry" affordance.
- No e2e Playwright coverage for ED encounters or the new docs viewer.
125 lines
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Markdown
125 lines
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Markdown
# Application Logic — index
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> Deep, dev-friendly documentation of how each part of the ped-ai app
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> actually works. Written so a human developer can understand the
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> codebase without spelunking, and so an AI assistant can confidently
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> modify code without breaking sacred zones.
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These docs explain **application logic** — what the user does, what the
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system does in response, what the data flow is, and **why** the design
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looks the way it does. They are not API reference (see
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[`../api-reference.md`](../api-reference.md)) and not deployment
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recipes (see [`../deployment.md`](../deployment.md)).
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## Read in this order
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For someone brand new to the codebase:
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1. **[architecture.md](architecture.md)** — Start here. The big picture:
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IIFE frontend pattern, lazy tab loading, backend route convention,
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PostgreSQL schema, encryption at rest, Dockerfile + compose layout,
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sacred zones. (~2,000 lines, the longest doc — but the foundation.)
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2. **[clinical-notes.md](clinical-notes.md)** — How every clinical note
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tab works. The shared "record → transcribe → generate → save"
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lifecycle, then per-tab deep dives for Encounter HPI, Dictation HPI,
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Sick Visit, Well Visit, SOAP, Hospital Course, Chart Review, and
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Personal Notes. Includes the helper trio (refine / billing-codes /
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don't-miss).
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3. **[ed-encounters.md](ed-encounters.md)** — The ED encounter feature
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(multi-stage notes, per-stage don't-miss, consolidate→MDM finalize).
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Newest, most explicit explanation of how a clinical workflow gets
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composed in this codebase. Read this for a worked example.
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4. **[bedside-and-calculators.md](bedside-and-calculators.md)** —
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Bedside emergencies module (the one ES-module pocket of the
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frontend), the pediatric calculators (BP percentile, Fenton growth,
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bilirubin nomograms, etc.), the PE Guide, vax schedule, milestones.
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Includes the suture selector. **Important:** lists every clinical
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formula that must NOT be modified without test vectors.
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5. **[ai-and-voice.md](ai-and-voice.md)** — The 5-provider AI routing
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(`callAI`), the centralized `PROMPTS` object with DB overrides, the
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`wrapUserText` + `INJECTION_GUARD` safety pattern, server-side STT
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routing (Whisper / AWS Transcribe / Vertex / LiteLLM), browser
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Whisper, the AudioRecorder. Voice/STT plumbing is **sacred** — the
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doc describes it without proposing changes.
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6. **[auth-admin-learning.md](auth-admin-learning.md)** — Authentication
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(local + OIDC SSO + 2FA), session management, OpenBao secret loading
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at container start, the Admin panel (model allowlist, prompt
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overrides, milestone editor), and the Learning Hub (AI-authored
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quizzes / outlines / Marp presentations).
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## What's NOT here
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- **Reference data details.** Every clinical formula's *math* lives in
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the source files; this doc series points to the formula and explains
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*what it does* but doesn't reproduce the lookup tables.
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- **API endpoint signatures.** See [`../api-reference.md`](../api-reference.md).
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- **Operational runbooks.** See [`../deployment.md`](../deployment.md),
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[`../configuration.md`](../configuration.md).
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- **Recent change history.** See git log + the rollback tags
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(`pre-ts-migration-2026-04-26`, `pre-ed-encounters-2026-04-26`, etc.).
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## Voice + conventions
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Each doc follows the same structure:
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- **Overview** — what this part is and why it exists
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- **User flow** — what the physician does and sees
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- **Data flow** — what HTTP calls happen, what the server does
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- **File map** — which files do what
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- **Key design decisions** — *why* it works the way it does
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- **Sacred zones** — what NOT to refactor without explicit approval
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- **How to extend** — concrete recipes for adding a new X
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When a doc mentions a sacred zone, it means there's a project-memory
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rule that this code must not be refactored without per-change approval
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from Daniel. The full sacred-zone roster:
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| Zone | Why |
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|---|---|
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| `public/js/encounters.js` save/load/idempotency | Save/version/idempotency logic has been carefully tuned; refactors keep silently breaking it. |
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| Voice/STT plumbing (`audioBackup.js`, `speechRecognition.js`, `browserWhisper.js`, `voicePreferences.js`, `transcriptionSettings.js`, recorder paths in each clinical tab) | Recording UX has been hardened against many edge cases; refactor only with smallest-diff bug fixes. |
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| Validated clinical formulas (BP percentile LMS, Fenton 2013, bilirubin AAP 2022, Bhutani, APLS / Best-Guess weight, PE Guide SCALES) | Validated against peditools / AAP tables; modifying without test vectors risks miscoding patient care. |
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| Auth + crypto (`crypto.js`, `passwords.js`, `sessions.js`, `auth.js`, `oidc.js`) | Security; changes without security review are unsafe. |
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| MDM rubric in `PROMPTS.edFinalize` | Load-bearing for billing accuracy; trim only with explicit AMA/coding source citation. |
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## Total size
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~8,300 lines of new application-logic documentation across 6 files. If
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that feels like a lot, remember: the codebase is ~33,000 lines of
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frontend JS + ~14,000 lines of backend JS. The docs are dense by design
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— "200% detailed" was the explicit ask. Search them like a reference;
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don't try to read end to end.
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## Cross-cutting topics
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A few topics span multiple docs. Use these as your jump-off points:
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| Topic | Where to look |
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|---|---|
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| The IIFE pattern + `window.x = y` cross-file globals | architecture.md §2-3 |
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| Lazy tab loading (`loadComponent`, `tabChanged` event) | architecture.md §3-4 |
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| `getUserMemoryContext` → templates feeding into AI prompts | clinical-notes.md §6, ed-encounters.md §9 |
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| The helper trio: `refineDocument`, `suggestBillingCodes`, `suggestDontMiss` | ai-and-voice.md §12, clinical-notes.md §5 |
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| `wrapUserText` + `INJECTION_GUARD` prompt-injection defense | ai-and-voice.md §5 |
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| `saveEncounter` API + optimistic locking + idempotency keys | architecture.md §13, clinical-notes.md §4, ed-encounters.md §5 |
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| `cryptoUtil.encryptString` / `encryptBuffer` "enc1:" format | architecture.md §12 |
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| 5-provider AI routing (`callAI`) | ai-and-voice.md §2-3 |
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| 2023 AMA E/M MDM rubric | ed-encounters.md §6 |
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| User templates (`user_memories` table, `template_*` categories) | clinical-notes.md §6, ed-encounters.md §9 |
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## How to keep these docs current
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Each doc has a date implicit in the most recent feature it describes.
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When you add a feature, update the relevant doc in the same commit.
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When you remove a feature (e.g., the Dragon-style AI corrections
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removal in late April 2026), remove its section + leave a one-line
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historical note in the relevant doc.
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When you write a new doc, follow the same structure as these (Overview /
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User flow / Data flow / File map / Design decisions / Sacred zones /
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How to extend) and add it to this index.
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