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42d64761ec318a947b45951c98b6d8bc0ac1d3ed
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5 Commits

Author SHA1 Message Date
colinislit
42d64761ec feat(cortex): Epic 3 - UI Components complete 
Epic 3 delivers the visual layer for multi-intent flows and clarification:

E3.S1 - ActionChainCard (3 SP)
- Container for multi-intent chain display
- Header with AI/Local source badge and action count
- Original user input context
- Stacked ActionItems with Framer Motion animations
- Collapsible AI reasoning section
- Status-dependent styling (pending/executing/completed/partial/failed)

E3.S2 - ActionItem (2 SP)
- 6 status icons (pending, confirming, executing, success, failed, skipped)
- Dutch intent labels via shared intent-labels.ts
- Confidence badge with color coding (green ≥90%, amber ≥70%, red <70%)
- Entity summary formatting
- Confirmation buttons for confirming status
- Retry button for failed + recoverable actions

E3.S3 - ClarificationCard (2 SP)
- Amber-themed styling for question context
- Header with HelpCircle icon
- Original user input display
- Responsive options grid (2 cols desktop, 1 col mobile)
- Dismiss button and cancel link
- Framer Motion entry/exit animations

E3.S4 - ProcessingIndicator (1 SP)
- 3 variants: spinner, skeleton, pulse
- 3 sizes: sm, md, lg
- Configurable message
- InlineSpinner export for buttons

Integration in ChatPanel (v4.0):
- V2 store hooks for activeChain, pendingClarification
- Event handlers for confirm/skip/retry/dismiss
- Conditional rendering with AnimatePresence

New files:
- lib/cortex/intent-labels.ts
- components/cortex/chat/action-chain-card.tsx
- components/cortex/chat/action-item.tsx
- components/cortex/chat/clarification-card.tsx
- components/cortex/chat/processing-indicator.tsx

Modified:
- components/cortex/chat/chat-panel.tsx (v3.0 → v4.0)
- docs/intent/bouwplan-cortex-v2.md (v1.2 → v1.3)

Progress: 35/48 SP (73%) - E0, E1, E2, E3 complete

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

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-01 12:02:15 +01:00
colinislit
b36df63d03 feat(cortex): Epic 2 - Intent Orchestrator (Layer 2) complete 
Implements AI-powered multi-intent classification for Cortex V2.
When Reflex Arc (Layer 1) detects complexity, it escalates to
the Orchestrator for intelligent classification using Claude 3.5 Haiku.

E2.S1 - System prompt for Orchestrator
- ORCHESTRATOR_SYSTEM_PROMPT constant with Dutch instructions
- Multi-intent detection (en, daarna, ook, eerst, vervolgens)
- Pronoun resolution rules (hij/zij → active patient)
- JSON-only output format specification

E2.S2 - Context formatting for AI
- formatContextForPrompt() with emoji structure
- Dutch labels for shifts and views
- Graceful null handling, token limiting (max 5 agenda, 3 recent)

E2.S3 - AI classification endpoint
- classifyWithOrchestrator() calling Claude 3.5 Haiku
- Builds IntentChain from AI response
- Tracks tokens used and processing time

E2.S4 - IntentChain parsing with Zod
- parseAIResponse() with Zod schema validation
- Strips markdown code blocks
- Partial extraction for malformed responses
- Graceful fallback to intent: 'unknown'

E2.S5 - POST /api/cortex/classify hybrid endpoint
- Reflex first, escalate to Orchestrator if needed
- Response includes handledBy: 'reflex' | 'orchestrator'
- Auth check, feature flag check, request validation

E2.S6 - Graceful fallback
- buildFallbackChain() with confidence cap (0.6)
- buildChainFromReflex() for simple chains
- classifyWithTimeout() wrapper (5s default)

New files:
- lib/cortex/orchestrator.ts (~780 lines)
- app/api/cortex/classify/route.ts (~180 lines)

Key deliverable: "Zeg Jan af en maak notitie" correctly
parsed into 2 actions in an IntentChain.

Progress: 27 SP / 48 SP (56%) - E0, E1, E2 complete

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

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-01 11:28:14 +01:00
colinislit
c1dc92035b feat(cortex): Epic 1 - Reflex Arc (Layer 1) classifier 
Implement fast local intent classification with escalation-aware logic.
Target: <20ms processing time for simple commands.

E1.S1 - Pattern Matching
- New reflex-classifier.ts with 7 intent types
- Top-2 match tracking for ambiguity detection
- Confidence thresholds (0.7) and ambiguity threshold (0.1)

E1.S2 - Escalation Triggers
- Multi-intent detection: "en", "daarna", "eerst", "vervolgens"
- Context-dependent pronouns: "hij", "zij", "hem", "haar", "zijn"
- Relative time expressions: "morgen", "overmorgen", "volgende week"

E1.S3 - Ambiguity Detection
- Top-2 score comparison (delta < 0.1 → escalate)
- secondBestIntent and secondBestConfidence tracking
- Low confidence escalation (< 0.7)

E1.S4 - Unit Tests
- 25 tests covering all scenarios
- Performance test: 100 classifications in <1ms
- Test runner: pnpm tsx (no Jest/Vitest setup required)

New files:
- lib/cortex/reflex-classifier.ts
- lib/cortex/__tests__/reflex-classifier.test.ts

Run tests: pnpm tsx lib/cortex/__tests__/reflex-classifier.test.ts

Progress: 14 SP / 48 SP (29%) - E0 + E1 complete

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

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2025-12-31 16:24:33 +01:00
colinislit
cf26022583 feat(cortex): Epic 0 - Foundation & Context voor V2 architectuur 
Implementeert de basis voor de Cortex V2 three-layer architecture.

E0.S1 - CortexContext Types (lib/cortex/types.ts):
- EscalationReason type voor Reflex → Orchestrator
- LocalClassificationResult met ambiguity detection
- CortexContext voor AI classificatie context
- IntentChain en IntentAction voor multi-intent flows
- NudgeSuggestion voor proactieve suggesties
- CONFIDENCE_THRESHOLD (0.7) en AMBIGUITY_THRESHOLD (0.1)
- getCurrentShift() utility (DRY - herbruikbaar)

E0.S2 - Context API (app/api/cortex/context/route.ts):
- GET endpoint voor huidige context
- Haalt agenda vandaag op uit database
- Retourneert CortexContext object

E0.S3 - Feature Flags (lib/config/feature-flags.ts):
- CORTEX_V2_ENABLED, CORTEX_MULTI_INTENT
- CORTEX_NUDGE, CORTEX_LOGGING
- isFeatureEnabled() helper
- Dev mode: default true

E0.S4 - CortexStore V2 (stores/cortex-store.ts):
- Types geïmporteerd uit lib/cortex (DRY)
- ChatEntities type voor AI responses (string-based)
- V2 state: context, activeChain, chainHistory, suggestions
- V2 actions: chain management, nudge management, clarification

E0.S5 - Classification Logging (lib/cortex/logger.ts):
- PII sanitization (BSN, tel, namen, email)
- logClassification(), logEscalation(), logNudge()
- logPerformance() met threshold checks

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

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2025-12-31 12:46:35 +01:00
colinislit
2170b23348 refactor: rename swift → cortex in code and documentation 
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>
 2025-12-30 09:18:06 +01:00