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refactor: rename swift → cortex in code and documentation

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Complete rename of "swift" terminology to "cortex" across the codebase:

Code Changes:
- Rename directories: lib/swift → lib/cortex, components/swift → components/cortex
- Rename API routes: /api/swift/* → /api/cortex/*
- Rename page routes: /epd/swift → /epd/cortex
- Rename store: swift-store.ts → cortex-store.ts

Type Renames:
- SwiftIntent → CortexIntent
- SwiftStore → CortexStore
- useSwiftStore → useCortexStore
- SwiftContext → CortexContext
- useSwiftVoice → useCortexVoice

Documentation Updates (docs/intent/):
- Safety Net → Nudge (Layer 3 rename)
- SafetySuggestion → NudgeSuggestion
- evaluateSafetyNet → evaluateNudge
- SWIFT_* feature flags → CORTEX_*
- All path references updated to match new structure

Files affected: 47 files, ~700 lines changed

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
colinislit
2025-12-30 09:18:06 +01:00
parent c8aaba657e
commit 2170b23348
62 changed files with 364 additions and 355 deletions
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226
docs/intent/architecture-swift-cortex-v2.md
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@@ -14,7 +14,7 @@
3. [Data Models & Types](#3-data-models--types)
4. [Layer 1: Reflex Arc](#4-layer-1-reflex-arc)
5. [Layer 2: Intent Orchestrator](#5-layer-2-intent-orchestrator)
6. [Layer 3: Safety Net](#6-layer-3-safety-net)
6. [Layer 3: Nudge](#6-layer-3-nudge)
7. [API Design](#7-api-design)
8. [Frontend Components](#8-frontend-components)
9. [State Management](#9-state-management)
@@ -92,7 +92,7 @@ Transformatie naar een **agentic systeem** dat:
[Action Completed]
▼
┌─────────────────────────────────────────────────────────────────────────────┐
│ LAYER 3: SAFETY NET (POST-ACTION INTELLIGENCE) [async] │
│ LAYER 3: NUDGE (POST-ACTION INTELLIGENCE) [async] │
│ ┌─────────────────────────────────────────────────────────────────────┐ │
│ │ • Protocol Rules Engine: medical domain knowledge │ │
│ │ • Trigger evaluation: "Does this action warrant a follow-up?" │ │
@@ -108,7 +108,7 @@ Transformatie naar een **agentic systeem** dat:
```
┌──────────┐ ┌─────────┐ ┌─────────────┐ ┌──────────┐ ┌───────────┐
│ Speech │───►│ Input │───►│ Classify │───►│ Execute │───►│ Safety │
│ /Text │ │ Buffer │ │ (L1/L2) │ │ Chain │ │ Net │
│ /Text │ │ Buffer │ │ (L1/L2) │ │ Chain │ │ Nudge │
└──────────┘ └─────────┘ └─────────────┘ └──────────┘ └───────────┘
│ │ │
▼ ▼ ▼
@@ -122,14 +122,14 @@ Transformatie naar een **agentic systeem** dat:
## 3. Data Models & Types
### 3.1 Core Types (lib/swift/types.ts)
### 3.1 Core Types (lib/cortex/types.ts)
```typescript
// ============================================================================
// INTENT TYPES
// ============================================================================
export type SwiftIntent =
export type CortexIntent =
| 'dagnotitie'
| 'zoeken'
| 'overdracht'
@@ -146,7 +146,7 @@ export type SwiftIntent =
/**
* Full context passed to AI for intelligent classification
*/
export interface SwiftContext {
export interface CortexContext {
// Active patient (if any)
activePatient: {
id: string;
@@ -175,7 +175,7 @@ export interface SwiftContext {
// Recent intents (for continuity)
recentIntents: {
intent: SwiftIntent;
intent: CortexIntent;
patientName?: string;
timestamp: Date;
}[];
@@ -183,7 +183,7 @@ export interface SwiftContext {
// User preferences (adaptive confidence)
userPreferences?: {
confirmationLevel: 'always' | 'destructive' | 'never';
frequentIntents: SwiftIntent[];
frequentIntents: CortexIntent[];
};
}
@@ -221,7 +221,7 @@ export interface IntentAction {
sequence: number; // Order in chain (1, 2, 3...)
// Classification
intent: SwiftIntent;
intent: CortexIntent;
confidence: number;
// Extracted data
@@ -311,25 +311,25 @@ export type AppointmentType =
| 'overig';
// ============================================================================
// SAFETY NET TYPES (NEW in V2)
// NUDGE TYPES (NEW in V2)
// ============================================================================
/**
* A suggestion generated by the Safety Net
* A suggestion generated by the Nudge layer
*/
export interface SafetySuggestion {
export interface NudgeSuggestion {
id: string;
// What triggered this suggestion
trigger: {
actionId: string;
intent: SwiftIntent;
intent: CortexIntent;
entities: ExtractedEntities;
};
// The suggestion itself
suggestion: {
intent: SwiftIntent;
intent: CortexIntent;
entities: Partial<ExtractedEntities>;
message: string; // "Wondcontrole inplannen over 3 dagen?"
rationale: string; // "Bij wondzorg hoort standaard een controle"
@@ -355,13 +355,13 @@ export interface ProtocolRule {
// When to trigger
trigger: {
intent: SwiftIntent;
intent: CortexIntent;
conditions?: ProtocolCondition[];
};
// What to suggest
suggestion: {
intent: SwiftIntent;
intent: CortexIntent;
message: string;
prefillFrom: (source: ExtractedEntities) => Partial<ExtractedEntities>;
};
@@ -386,7 +386,7 @@ export interface ProtocolCondition {
* Result from Layer 1 (Local Reflex)
*/
export interface LocalClassificationResult {
intent: SwiftIntent;
intent: CortexIntent;
confidence: number;
matchedPattern?: string;
processingTimeMs: number;
@@ -434,33 +434,33 @@ export interface ClassificationResult {
}
```
### 3.2 Store Types (stores/swift-store.ts additions)
### 3.2 Store Types (stores/cortex-store.ts additions)
```typescript
// Add to existing SwiftStore interface
// Add to existing CortexStore interface
interface SwiftStoreV2 extends SwiftStore {
interface CortexStoreV2 extends CortexStore {
// Context (enhanced)
context: SwiftContext;
context: CortexContext;
// Intent Chain state
activeChain: IntentChain | null;
chainHistory: IntentChain[];
// Safety Net state
pendingSuggestions: SafetySuggestion[];
suggestionHistory: SafetySuggestion[];
// Nudge state
pendingSuggestions: NudgeSuggestion[];
suggestionHistory: NudgeSuggestion[];
// Actions
setContext: (context: Partial<SwiftContext>) => void;
setContext: (context: Partial<CortexContext>) => void;
// Chain actions
startChain: (chain: IntentChain) => void;
updateActionStatus: (chainId: string, actionId: string, status: IntentAction['status']) => void;
completeChain: (chainId: string) => void;
// Safety Net actions
addSuggestion: (suggestion: SafetySuggestion) => void;
// Nudge actions
addSuggestion: (suggestion: NudgeSuggestion) => void;
acceptSuggestion: (suggestionId: string) => void;
dismissSuggestion: (suggestionId: string) => void;
}
@@ -479,7 +479,7 @@ Razendsnelle (<20ms) afhandeling van **simpele, eenduidige commando's** met hoge
- Geen context-afhankelijke woorden ("hij", "haar", "die afspraak")
- Geen tijdsrelaties die interpretatie nodig hebben
### 4.3 Implementatie (lib/swift/reflex-classifier.ts)
### 4.3 Implementatie (lib/cortex/reflex-classifier.ts)
```typescript
/**
@@ -489,7 +489,7 @@ Razendsnelle (<20ms) afhandeling van **simpele, eenduidige commando's** met hoge
* Escalates to Layer 2 when complexity is detected.
*/
import type { LocalClassificationResult, SwiftIntent } from './types';
import type { LocalClassificationResult, CortexIntent } from './types';
// Multi-intent signal words
const MULTI_INTENT_SIGNALS = [
@@ -513,7 +513,7 @@ const CONTEXT_SIGNALS = [
];
// Intent patterns with weights
const REFLEX_PATTERNS: Record<SwiftIntent, Array<{ pattern: RegExp; weight: number }>> = {
const REFLEX_PATTERNS: Record<CortexIntent, Array<{ pattern: RegExp; weight: number }>> = {
dagnotitie: [
{ pattern: /^dagnotitie\b/i, weight: 1.0 },
{ pattern: /^notitie\s+\w+\s+(medicatie|adl|gedrag|incident|observatie)\b/i, weight: 0.95 },
@@ -617,14 +617,14 @@ export function classifyWithReflex(input: string): LocalClassificationResult {
}
// Step 2: Pattern matching
let bestMatch: { intent: SwiftIntent; confidence: number; pattern: string } | null = null;
let bestMatch: { intent: CortexIntent; confidence: number; pattern: string } | null = null;
for (const [intent, patterns] of Object.entries(REFLEX_PATTERNS)) {
for (const { pattern, weight } of patterns) {
if (pattern.test(trimmedInput)) {
if (!bestMatch || weight > bestMatch.confidence) {
bestMatch = {
intent: intent as SwiftIntent,
intent: intent as CortexIntent,
confidence: weight,
pattern: pattern.source,
};
@@ -677,7 +677,7 @@ De AI krijgt altijd volledige context mee:
/**
* Build context for AI classification
*/
export function buildSwiftContext(store: SwiftStore): SwiftContext {
export function buildCortexContext(store: CortexStore): CortexContext {
return {
activePatient: store.activePatient ? {
id: store.activePatient.id,
@@ -699,7 +699,7 @@ export function buildSwiftContext(store: SwiftStore): SwiftContext {
}
```
### 5.3 Implementatie (lib/swift/orchestrator.ts)
### 5.3 Implementatie (lib/cortex/orchestrator.ts)
```typescript
/**
@@ -710,7 +710,7 @@ export function buildSwiftContext(store: SwiftStore): SwiftContext {
import Anthropic from '@anthropic-ai/sdk';
import type {
SwiftContext,
CortexContext,
IntentChain,
IntentAction,
AIClassificationResult
@@ -789,7 +789,7 @@ Als je twijfelt, stel een verduidelijkingsvraag:
/**
* Format context for AI prompt
*/
function formatContextForPrompt(context: SwiftContext): string {
function formatContextForPrompt(context: CortexContext): string {
const lines: string[] = [];
// Active patient
@@ -829,7 +829,7 @@ function formatContextForPrompt(context: SwiftContext): string {
*/
export async function classifyWithOrchestrator(
input: string,
context: SwiftContext
context: CortexContext
): Promise<AIClassificationResult> {
const startTime = performance.now();
@@ -903,7 +903,7 @@ Analyseer en extraheer alle intenties.`,
*/
function parseAIResponse(rawText: string): {
actions: Array<{
intent: SwiftIntent;
intent: CortexIntent;
confidence: number;
entities: ExtractedEntities;
requiresConfirmation?: boolean;
@@ -944,7 +944,7 @@ function parseAIResponse(rawText: string): {
---
## 6. Layer 3: Safety Net
## 6. Layer 3: Nudge
### 6.1 Doel
Proactieve suggesties na succesvolle acties op basis van medische protocollen en domeinkennis.
@@ -953,17 +953,17 @@ Proactieve suggesties na succesvolle acties op basis van medische protocollen en
```typescript
/**
* Layer 3: Safety Net
*
* Layer 3: Nudge
*
* Post-action intelligence that suggests follow-up actions
* based on medical protocols and domain knowledge.
*/
import type {
IntentAction,
SafetySuggestion,
import type {
IntentAction,
NudgeSuggestion,
ProtocolRule,
ExtractedEntities
ExtractedEntities
} from './types';
// ============================================================================
@@ -1102,7 +1102,7 @@ export const PROTOCOL_RULES: ProtocolRule[] = [
];
// ============================================================================
// SAFETY NET ENGINE
// NUDGE ENGINE
// ============================================================================
/**
@@ -1139,10 +1139,10 @@ function checkCondition(
/**
* Evaluate all protocol rules against a completed action
*/
export function evaluateSafetyNet(
export function evaluateNudge(
completedAction: IntentAction
): SafetySuggestion[] {
const suggestions: SafetySuggestion[] = [];
): NudgeSuggestion[] {
const suggestions: NudgeSuggestion[] = [];
for (const rule of PROTOCOL_RULES) {
if (!rule.enabled) continue;
@@ -1159,7 +1159,7 @@ export function evaluateSafetyNet(
if (!conditionsMet) continue;
// Generate suggestion
const suggestion: SafetySuggestion = {
const suggestion: NudgeSuggestion = {
id: crypto.randomUUID(),
trigger: {
actionId: completedAction.id,
@@ -1201,16 +1201,16 @@ export function evaluateSafetyNet(
// app/api/intent/classify/route.ts (V2)
import { NextRequest, NextResponse } from 'next/server';
import { classifyWithReflex } from '@/lib/swift/reflex-classifier';
import { classifyWithOrchestrator } from '@/lib/swift/orchestrator';
import { evaluateSafetyNet } from '@/lib/swift/safety-net';
import { extractEntities } from '@/lib/swift/entity-extractor';
import type { ClassificationResult, SwiftContext } from '@/lib/swift/types';
import { classifyWithReflex } from '@/lib/cortex/reflex-classifier';
import { classifyWithOrchestrator } from '@/lib/cortex/orchestrator';
import { evaluateNudge } from '@/lib/cortex/nudge';
import { extractEntities } from '@/lib/cortex/entity-extractor';
import type { ClassificationResult, CortexContext } from '@/lib/cortex/types';
// Request schema
interface ClassifyRequest {
input: string;
context: SwiftContext;
context: CortexContext;
options?: {
forceAI?: boolean;
skipSafetyNet?: boolean;
@@ -1227,8 +1227,8 @@ interface ClassifyResponse {
clarificationQuestion?: string;
clarificationOptions?: string[];
// Safety Net suggestions (if any)
suggestions?: SafetySuggestion[];
// Nudge suggestions (if any)
suggestions?: NudgeSuggestion[];
// Debug info (dev only)
debug?: object;
@@ -1326,14 +1326,14 @@ interface ExecuteRequest {
interface ExecuteResponse {
success: boolean;
action: IntentAction;
suggestions?: SafetySuggestion[]; // From Safety Net
suggestions?: NudgeSuggestion[]; // From Nudge
error?: string;
}
```
### 7.3 Context API
**Endpoint:** `GET /api/swift/context`
**Endpoint:** `GET /api/cortex/context`
Returns current context for AI classification:
- Active patient
@@ -1363,19 +1363,19 @@ CommandCenter (v3.0)
├── ArtifactArea
│ ├── ArtifactTabs
│ └── ArtifactContainer
└── SuggestionToast (NEW - Layer 3)
└── NudgeToast (NEW - Layer 3)
```
### 8.2 ActionChainCard Component
```tsx
// components/swift/chat/action-chain-card.tsx
// components/cortex/chat/action-chain-card.tsx
'use client';
import { useState } from 'react';
import { Check, X, Loader2, AlertCircle } from 'lucide-react';
import type { IntentChain, IntentAction } from '@/lib/swift/types';
import type { IntentChain, IntentAction } from '@/lib/cortex/types';
import { Button } from '@/components/ui/button';
import { cn } from '@/lib/utils';
@@ -1536,21 +1536,21 @@ function ActionItem({
}
```
### 8.3 SuggestionToast Component (Layer 3 UI)
### 8.3 NudgeToast Component (Layer 3 UI)
```tsx
// components/swift/suggestion-toast.tsx
// components/cortex/command-center/nudge-toast.tsx
'use client';
import { useEffect, useState } from 'react';
import { X, Lightbulb, ArrowRight } from 'lucide-react';
import type { SafetySuggestion } from '@/lib/swift/types';
import type { NudgeSuggestion } from '@/lib/cortex/types';
import { Button } from '@/components/ui/button';
import { cn } from '@/lib/utils';
interface SuggestionToastProps {
suggestion: SafetySuggestion;
interface NudgeToastProps {
suggestion: NudgeSuggestion;
onAccept: (suggestionId: string) => void;
onDismiss: (suggestionId: string) => void;
}
@@ -1561,11 +1561,11 @@ const PRIORITY_STYLES = {
low: 'border-blue-200 bg-blue-50',
};
export function SuggestionToast({
suggestion,
onAccept,
onDismiss
}: SuggestionToastProps) {
export function NudgeToast({
suggestion,
onAccept,
onDismiss
}: NudgeToastProps) {
const [isVisible, setIsVisible] = useState(false);
const [timeLeft, setTimeLeft] = useState(100);
@@ -1660,7 +1660,7 @@ export function SuggestionToast({
### 8.4 ClarificationCard Component
```tsx
// components/swift/chat/clarification-card.tsx
// components/cortex/chat/clarification-card.tsx
'use client';
@@ -1710,24 +1710,24 @@ export function ClarificationCard({
## 9. State Management
### 9.1 Enhanced Swift Store
### 9.1 Enhanced Cortex Store
```typescript
// stores/swift-store.ts (V2 additions)
// stores/cortex-store.ts (V2 additions)
import { create } from 'zustand';
import { devtools, persist } from 'zustand/middleware';
import type {
SwiftContext,
CortexContext,
IntentChain,
IntentAction,
SafetySuggestion,
} from '@/lib/swift/types';
NudgeSuggestion,
} from '@/lib/cortex/types';
interface SwiftStoreV2 {
interface CortexStoreV2 {
// ============ CONTEXT ============
context: SwiftContext;
setContext: (context: Partial<SwiftContext>) => void;
context: CortexContext;
setContext: (context: Partial<CortexContext>) => void;
// ============ INTENT CHAINS ============
activeChain: IntentChain | null;
@@ -1745,10 +1745,10 @@ interface SwiftStoreV2 {
skipAction: (chainId: string, actionId: string) => void;
completeChain: (chainId: string) => void;
// ============ SAFETY NET ============
suggestions: SafetySuggestion[];
// ============ NUDGE ============
suggestions: NudgeSuggestion[];
addSuggestion: (suggestion: SafetySuggestion) => void;
addSuggestion: (suggestion: NudgeSuggestion) => void;
acceptSuggestion: (suggestionId: string) => void;
dismissSuggestion: (suggestionId: string) => void;
clearExpiredSuggestions: () => void;
@@ -1760,11 +1760,11 @@ interface SwiftStoreV2 {
originalInput: string;
} | null;
setClarification: (clarification: SwiftStoreV2['pendingClarification']) => void;
setClarification: (clarification: CortexStoreV2['pendingClarification']) => void;
answerClarification: (answer: string) => void;
}
export const useSwiftStoreV2 = create<SwiftStoreV2>()(
export const useCortexStoreV2 = create<CortexStoreV2>()(
devtools(
persist(
(set, get) => ({
@@ -1899,13 +1899,13 @@ export const useSwiftStoreV2 = create<SwiftStoreV2>()(
},
}),
{
name: 'swift-store-v2',
name: 'cortex-store-v2',
partialize: (state) => ({
chainHistory: state.chainHistory.slice(0, 10),
}),
}
),
{ name: 'swift-v2' }
{ name: 'cortex-v2' }
)
);
```
@@ -1918,8 +1918,8 @@ export const useSwiftStoreV2 = create<SwiftStoreV2>()(
| # | Task | Beschrijving | Effort |
|---|------|--------------|--------|
| 1.1 | Context Types | Nieuwe types voor SwiftContext | S |
| 1.2 | Context API | GET /api/swift/context endpoint | M |
| 1.1 | Context Types | Nieuwe types voor CortexContext | S |
| 1.2 | Context API | GET /api/cortex/context endpoint | M |
| 1.3 | Context Injection | Update AI classifier om context te ontvangen | M |
| 1.4 | Reflex Complexity Detection | Multi-intent en context signals detectie | S |
| 1.5 | Clarification UI | ClarificationCard component | S |
@@ -1938,13 +1938,13 @@ export const useSwiftStoreV2 = create<SwiftStoreV2>()(
**Deliverable:** "Zeg Jan af en maak notitie" werkt
### Fase 3: Safety Net (Week 5-6)
### Fase 3: Nudge (Week 5-6)
| # | Task | Beschrijving | Effort |
|---|------|--------------|--------|
| 3.1 | Protocol Rules | Rule definitions voor wondzorg, medicatie | M |
| 3.2 | Safety Net Engine | evaluateSafetyNet functie | M |
| 3.3 | SuggestionToast | UI component met timer | M |
| 3.2 | Nudge Engine | evaluateNudge functie | M |
| 3.3 | NudgeToast | UI component met timer | M |
| 3.4 | Suggestion Flow | Accept/dismiss handling | S |
| 3.5 | Protocol Admin | Admin UI voor regels (optional) | L |
@@ -1967,7 +1967,7 @@ export const useSwiftStoreV2 = create<SwiftStoreV2>()(
### 11.1 Unit Tests
```typescript
// lib/swift/__tests__/reflex-classifier.test.ts
// lib/cortex/__tests__/reflex-classifier.test.ts
import { classifyWithReflex } from '../reflex-classifier';
@@ -2058,7 +2058,7 @@ describe('POST /api/intent/classify', () => {
### 11.3 Test Zinnen Dataset
```json
// lib/swift/__tests__/test-sentences.json
// lib/cortex/__tests__/test-sentences.json
{
"single_intent": [
{ "input": "notitie jan medicatie", "expected": ["dagnotitie"] },
@@ -2110,17 +2110,17 @@ describe('POST /api/intent/classify', () => {
Het V2 systeem moet naast V1 kunnen draaien tijdens de migratie:
```typescript
// lib/swift/intent-classifier-adapter.ts
// lib/cortex/intent-classifier-adapter.ts
import { classifyIntent as classifyV1 } from './intent-classifier';
import { classifyWithReflex } from './reflex-classifier';
import { classifyWithOrchestrator } from './orchestrator';
const USE_V2 = process.env.NEXT_PUBLIC_SWIFT_V2 === 'true';
const USE_V2 = process.env.NEXT_PUBLIC_CORTEX_V2 === 'true';
export async function classifyIntent(
input: string,
context?: SwiftContext
context?: CortexContext
): Promise<ClassificationResult> {
if (!USE_V2) {
// V1 path - single intent
@@ -2167,22 +2167,22 @@ export async function classifyIntent(
export const FEATURE_FLAGS = {
// V2 Features
SWIFT_V2_ENABLED: process.env.NEXT_PUBLIC_SWIFT_V2 === 'true',
SWIFT_MULTI_INTENT: process.env.NEXT_PUBLIC_SWIFT_MULTI_INTENT === 'true',
SWIFT_SAFETY_NET: process.env.NEXT_PUBLIC_SWIFT_SAFETY_NET === 'true',
SWIFT_CONTEXT_INJECTION: process.env.NEXT_PUBLIC_SWIFT_CONTEXT === 'true',
CORTEX_V2_ENABLED: process.env.NEXT_PUBLIC_CORTEX_V2 === 'true',
CORTEX_MULTI_INTENT: process.env.NEXT_PUBLIC_CORTEX_MULTI_INTENT === 'true',
CORTEX_NUDGE: process.env.NEXT_PUBLIC_CORTEX_NUDGE === 'true',
CORTEX_CONTEXT_INJECTION: process.env.NEXT_PUBLIC_CORTEX_CONTEXT === 'true',
// Rollout percentage (A/B testing)
SWIFT_V2_ROLLOUT: parseInt(process.env.NEXT_PUBLIC_SWIFT_V2_ROLLOUT || '0', 10),
CORTEX_V2_ROLLOUT: parseInt(process.env.NEXT_PUBLIC_CORTEX_V2_ROLLOUT || '0', 10),
};
export function isSwiftV2Enabled(userId?: string): boolean {
if (!FEATURE_FLAGS.SWIFT_V2_ENABLED) return false;
export function isCortexV2Enabled(userId?: string): boolean {
if (!FEATURE_FLAGS.CORTEX_V2_ENABLED) return false;
// A/B test based on user ID hash
if (userId && FEATURE_FLAGS.SWIFT_V2_ROLLOUT < 100) {
if (userId && FEATURE_FLAGS.CORTEX_V2_ROLLOUT < 100) {
const hash = simpleHash(userId);
return hash % 100 < FEATURE_FLAGS.SWIFT_V2_ROLLOUT;
return hash % 100 < FEATURE_FLAGS.CORTEX_V2_ROLLOUT;
}
return true;
@@ -2212,13 +2212,13 @@ export function isSwiftV2Enabled(userId?: string): boolean {
| **IntentChain** | Lijst van intents geëxtraheerd uit één uiting |
| **Reflex Arc** | Layer 1 - snelle lokale pattern matching |
| **Orchestrator** | Layer 2 - AI-gedreven classificatie |
| **Safety Net** | Layer 3 - proactieve suggesties |
| **Nudge** | Layer 3 - proactieve suggesties |
| **Entity** | Geëxtraheerde data (patiëntnaam, datum, etc.) |
| **Artifact** | UI component voor een specifieke taak |
### B. Referenties
- [FO Swift Intent System V2](./fo-swift-intent-system-v2.md)
- [FO Cortex Intent System V2](./fo-swift-intent-system-v2.md)
- [UX Simulatie Next Level](./ux-simulation-intent-next-level.md)
- [UX Evaluatie Schaalbaarheid](./ux-evaluation-intent-scalability.md)
- [Architecture Proposal V2](./intent-architecture-v2-proposal.md)