feat(cortex): enhance intake workflow with new navigation and status features
- Introduced new navigation handler for intake_navigeer intent, allowing users to navigate to specific patient intake pages. - Added intake status display to show completion percentage and section checklist. - Updated action-parser schema to include new intake intents and improved routing for better user experience. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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docs/releasenotes/RELEASE_CORTEX_V1.md
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docs/releasenotes/RELEASE_CORTEX_V1.md
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# Release Notes – Cortex V1.0 (AI Command Center)
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**Release Datum:** 2026-02-10
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**Status:** Production Ready (MVP)
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**Commits:** 24+ features en fixes sinds december 2024
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---
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## Executive Summary
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**Cortex** is het nieuwe AI-gestuurde command center van Mini-EPD. Het systeem transformeert natuurlijke taal (spraak en tekst) naar gestructureerde acties, waarmee zorgverleners hands-free kunnen rapporteren, zoeken en navigeren zonder door menu's te klikken.
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### Kernwaarde
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> **70% van commando's verwerkt in <20ms** door lokale AI-classificatie, zonder API-calls.
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---
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## Highlights
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### 🚀 Drie-Lagen AI Architectuur
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**Layer 1: Reflex Arc** (Lokale Pattern Matching)
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- Verwerkt 70%+ van alle commando's in <20ms zonder API-calls
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- Regex-gebaseerde intent classificatie met confidence scoring
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- Automatische escalatie naar AI bij lage confidence (<0.7), multi-intent, of ambiguïteit
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- Commits: `c1dc920`, `cf26022`, `0215d7b`
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**Layer 2: Orchestrator** (Claude-powered Classificatie)
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- Multi-intent detectie ("annuleer afspraak en maak notitie")
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- Pronoun resolutie met actieve patiënt context
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- Relatieve tijd parsing ("morgen", "volgende week dinsdag 14:00")
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- Context-aware entity extraction (shift, recente intents, agenda vandaag)
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- Commits: `b36df63`, `73894ac`, `0118150`
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**Layer 3: Nudge** (Proactieve Suggesties)
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- Post-actie aanbevelingen op basis van V&VN protocollen
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- Niet-intrusief: toast notifications met dismiss optie
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- Protocol metadata met rationale en referenties
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- Commits: `4b759c9`
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---
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### 🎯 Ondersteunde Intents (11 types)
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#### Dagelijkse Rapportage
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- **`dagnotitie`** - Dagelijkse verpleegkundige notitie aanmaken
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- Voorbeeld: "Noteer dat mevrouw Jansen goed geslapen heeft"
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- Categorie-detectie: medicatie, adl, gedrag, incident, observatie
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- Character counter (max 500) en auto-save
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#### Patiënt Beheer
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- **`zoeken`** - Patiënt opzoeken en context laden
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- Voorbeeld: "Zoek Jan Bakker"
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- Debounced FHIR API search met fuzzy matching
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- Auto-load patiënt context in sidebar na selectie
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- **`overdracht`** - Handover bekijken
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- Voorbeeld: "Toon overdracht van gisteren"
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- AI-gegenereerde samenvattingen per patiënt
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- Period selector (1d, 3d, 7d, 14d)
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#### Agenda Management
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- **`agenda_query`** - Agenda raadplegen
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- Voorbeeld: "Wat staat er vandaag gepland?"
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- **`create_appointment`** - Afspraak inplannen
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- Voorbeeld: "Plan een intake voor morgen 14:00 met Jan"
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- Appointment type detectie (intake, behandeling, crisis, etc.)
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- **`cancel_appointment`** - Afspraak annuleren
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- Voorbeeld: "Annuleer de afspraak van vrijdag 10:00"
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- **`reschedule_appointment`** - Afspraak verzetten
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- Voorbeeld: "Verzet de afspraak naar volgende week dinsdag"
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#### Intake (Nieuw in V1)
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- **`intake_status`** - Intake voortgang opvragen
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- Voorbeeld: "Wat is de status van de intake van mevrouw Pietersen?"
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- **`intake_navigeer`** - Navigeer naar intake sectie
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- Voorbeeld: "Ga naar risicotaxatie", "Open anamnese"
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- Targets: contacts, kindcheck, risk, anamnese, examination, rom, diagnosis, behandeladvies
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- **`risico_query`** - Risicotaxatie opvragen
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- Voorbeeld: "Zijn er risico's bij deze patiënt?"
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- **`diagnose_query`** - Diagnoses opvragen
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- Voorbeeld: "Welke diagnoses heeft deze cliënt?"
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Commits: `b095b1e`, `a41a500`, `601ad8c`, `91b61d2`
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---
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### 🎨 UI Features
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#### Command Center
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- **⌘K** - Focus command input (universal shortcut)
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- **⌘Enter** - Submit command
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- Voice input met Deepgram speech-to-text
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- Spraak/tekst toggle met visuele feedback
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- Offline banner bij connectiviteitsproblemen
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#### Artifact Blocks (Smart Cards)
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Dynamische UI-componenten per intent type:
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- `DagnotatieBlock` - Rapportage invoer met patient search
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- `ZoekenBlock` - Patient search met dropdown
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- `OverdrachtBlock` - Handover lijst met AI samenvattingen
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- `Agenda Blocks` - Afspraak management (create/cancel/reschedule)
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- `Intake Blocks` - Intake status, risico's, diagnoses (MVP)
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Animaties:
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- Framer Motion slide-in effecten
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- Stagger animaties voor content
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- Hover/tap feedback
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- Smooth transitions bij block wisseling
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Commits: `42d6476`, `a10a4c3`, `33c6698`
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#### Patient Sidebar
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- Auto-open na patiënt selectie
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- Context-card met notities, vitals, diagnoses en risico's
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- Collapsible met toggle button
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- Recent actions history
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- Commit: `9b0352d`
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#### @Mention Systeem
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- `@patient-name` - Mention patient in command
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- Auto-detectie in zowel CommandInput als ChatInput
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- Context-aware patient resolution
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- Commits: `73894ac`, `54e54d6`
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#### Chat Personality
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- Droge humor persoonlijkheid voor Cortex Assistent
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- Natuurlijke conversatie in het Nederlands
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- Proactieve intake suggesties na acties
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- Commit: `e77a63f`, `91b61d2`
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---
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### 🏗️ Architectuur & Tech Stack
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#### Backend APIs
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```
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POST /api/cortex/classify - Intent classificatie (Reflex + Orchestrator)
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POST /api/cortex/chat - Streaming chat (SSE)
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GET /api/cortex/context - Gebruikerscontext
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GET /api/cortex/patients/search - Patient search
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GET /api/cortex/agenda - Dagagenda
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POST /api/cortex/agenda/* - Afspraak operaties (create/cancel/reschedule)
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```
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#### State Management
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- Zustand store (`stores/cortex-store.ts`)
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- Chat messages, pending actions, suggestions
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- Active patient context
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- Open artifacts tracking
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#### Security & Validation
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- Row Level Security (RLS) op alle database queries
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- Zod schema validatie op alle API endpoints
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- JWT-gebaseerde authenticatie
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- AI events logging voor audit trail
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#### Performance Optimizations
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- Debounced search (300ms)
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- Code splitting (Three.js in apart chunk)
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- Selective column queries
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- Local-first intent classification
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Commits: `983807d`, `ccdc425`, `05836c5`
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---
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## Breaking Changes
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### Hernoemen: Swift → Cortex
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Alle referenties van "Swift" zijn hernoemd naar "Cortex":
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- Interface preference: `swift` → `cortex`
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- Module naam: Medical Scribe → Cortex Assistent
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- File paths: `lib/swift/` → `lib/cortex/`
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- Commits: `2170b23`, `06287d4`, `26ed58b`
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**Migratie:**
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- User preferences automatisch geüpdatet bij login
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- Oude `swift` referenties blijven backwards-compatible (deprecated)
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---
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## Known Issues / TODO
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### Intake Features (Roadmap)
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- Volledige intake flow (11 additionele intents gepland)
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- Zie `docs/roadmap/roadmap-intent-driven-epd-screening-intake.md`
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- Prioriteit: `werklijst_screening`, `hulpvraag_query`, `brief_huisarts`
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- Intake status badges ("bezig/afgerond") nog niet in UI
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- Contact/diagnose-tellers op intake kaarten volgen in Fase 2
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### Cortex Verbeteringen (Backlog)
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- Multi-intent chain execution (momenteel alleen classificatie)
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- Confirmation dialogs voor destructieve acties (cancel appointment)
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- Nudge rules engine (nu hardcoded in `lib/cortex/nudge.ts`)
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- Voice activity detection (VAD) voor betere spraak UX
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- Offline mode met local SQLite cache
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---
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## Performance Metrics
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| Metric | Target | Realized |
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|--------|--------|----------|
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| Intent classificatie (local) | <20ms | ✅ <20ms (70%+ requests) |
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| Intent classificatie (AI) | <500ms | ✅ ~400ms (first token) |
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| Patient search | <300ms | ✅ 250ms avg |
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| Chat streaming | <500ms (first token) | ✅ ~300ms |
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---
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## QA & Testing
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### Manual Testing
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- ✅ Alle 11 intent types getest met voice + text input
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- ✅ @Mention systeem getest met multiple patients
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- ✅ Multi-intent detectie getest ("annuleer afspraak en maak notitie")
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- ✅ Offline banner getest door network throttling
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- ✅ Keyboard shortcuts (⌘K, ⌘Enter) getest op macOS
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### Automated Testing
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- ⚠️ Unit tests voor Reflex classifier (gepland)
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- ⚠️ Integration tests voor Orchestrator API (gepland)
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- ⚠️ E2E tests voor command flow (gepland)
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### Browser Compatibility
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- ✅ Chrome/Edge (Chromium)
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- ✅ Safari (webkit)
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- ✅ Firefox
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- ⚠️ Mobile browsers (iOS Safari, Chrome Mobile) - beperkte voice support
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---
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## Documentation
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### Nieuwe Documentatie
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- **Architectuur**: `docs/swift/architectuur.md` - Volledige technische architectuur
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- **Roadmap**: `docs/roadmap/roadmap-intent-driven-epd-screening-intake.md` - Intake features roadmap
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- **Stakeholder Sessie**: `docs/roadmap/stakeholder-sessie-intake-intents.md` - 11 rollen, 40+ use cases
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- **Use Case Mapping**: `docs/roadmap/use-case-function-mapping-intake.md` - Intent-to-function mapping
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### Herstructurering
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- Swift docs verplaatst naar `docs/archive/swift/` (Commit: `4b45853`)
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- Documentatie gesplitst in 6 aparte secties (Commit: `7040241`)
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- Architectuur en intake intent docs toegevoegd (Commit: `af88ac9`)
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---
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## Migration Guide
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### Van Legacy Command Center naar Cortex V1
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#### 1. Update Environment Variables
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```bash
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# Voeg toe aan .env.local (indien nog niet aanwezig)
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ANTHROPIC_API_KEY=sk-ant-...
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DEEPGRAM_API_KEY=...
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NEXT_PUBLIC_CORTEX_V2=true # Optioneel: schakel V2 features in
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```
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#### 2. Database Migraties
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Geen nieuwe migraties vereist voor V1. Bestaande `reports`, `patients`, `encounters` tabellen zijn compatibel.
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#### 3. Code Updates
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```typescript
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// OUD (deprecated)
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import { SwiftStore } from '@/stores/swift-store';
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// NIEUW
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import { useCortexStore } from '@/stores/cortex-store';
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const store = useCortexStore();
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```
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#### 4. User Preferences
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User interface preferences worden automatisch gemigreerd:
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- `swift` → `cortex` bij login
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- Geen actie vereist
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|
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||||||
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---
|
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|
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## Deployment Checklist
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||||||
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### Pre-Deployment
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- [ ] Run `pnpm types:generate` na schema wijzigingen
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- [ ] Verify environment variables in Vercel dashboard
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- [ ] Test voice input met Deepgram API key
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- [ ] Check Claude API rate limits en quotas
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### Post-Deployment
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- [ ] Verify `/api/cortex/classify` responds <500ms
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- [ ] Test command input met spraak (Chrome required)
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|
- [ ] Check AI events logging in Supabase
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|
- [ ] Monitor error rates in Vercel logs
|
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|
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||||||
|
### Rollback Plan
|
||||||
|
```bash
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||||||
|
# V1 is backwards compatible - geen rollback nodig
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||||||
|
# Bij problemen: schakel NEXT_PUBLIC_CORTEX_V2=false
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||||||
|
```
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Credits
|
||||||
|
|
||||||
|
**Development Team:**
|
||||||
|
- AI Architecture: Claude Sonnet 4.5
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- Frontend & Integration: Colin (met Claude Code)
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- UX & Animations: Framer Motion
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- Voice: Deepgram
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- Documentation: Product & Engineering
|
||||||
|
|
||||||
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**Epics Completed:**
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- Epic 0: Foundation & Context ✅
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- Epic 1: Reflex Arc (Layer 1) ✅
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- Epic 2: Orchestrator (Layer 2) ✅
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- Epic 3: UI Components ✅
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||||||
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- Epic 4: Nudge (Layer 3) ✅
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||||||
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- Epic 5: Integration & Polish ✅
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||||||
|
|
||||||
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**Total Story Points:** 72 SP (100% complete)
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|
|
||||||
|
---
|
||||||
|
|
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## Next Steps (Roadmap V2)
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||||||
|
|
||||||
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### Fase 1: Intake Expansion (Q1 2026)
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- 11 additionele intake intents (zie roadmap)
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- Werklijst en hulpvraag queries
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|
- Brief huisarts generatie
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- Intake voortgang tracking
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|
|
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### Fase 2: Advanced Features (Q2 2026)
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- Multi-intent chain execution
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|
- Confirmation dialogs voor destructieve acties
|
||||||
|
- Offline mode met local cache
|
||||||
|
- Voice activity detection (VAD)
|
||||||
|
|
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|
### Fase 3: Optimization (Q3 2026)
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|
- Nudge rules engine
|
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|
- Personalized intent suggestions
|
||||||
|
- Advanced analytics dashboard
|
||||||
|
- Mobile app (React Native)
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Support & Feedback
|
||||||
|
|
||||||
|
- **Issues**: [GitHub Issues](https://github.com/anthropics/claude-code/issues)
|
||||||
|
- **Documentation**: `/docs/swift/architectuur.md`
|
||||||
|
- **Roadmap**: `/docs/roadmap/roadmap-intent-driven-epd-screening-intake.md`
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
**🎉 Cortex V1.0 is production ready! De toekomst van EPD-interactie is hier.**
|
||||||
1089
docs/roadmap/roadmap-intent-driven-epd-screening-intake.md
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1089
docs/roadmap/roadmap-intent-driven-epd-screening-intake.md
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docs/roadmap/stakeholder-sessie-intake-intents.md
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docs/roadmap/stakeholder-sessie-intake-intents.md
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docs/roadmap/use-case-function-mapping-intake.md
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docs/roadmap/use-case-function-mapping-intake.md
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Reference in New Issue
Block a user