b36df63d03
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>
This is a Next.js project bootstrapped with create-next-app.
Getting Started
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