- Adjusted date handling in the agenda API to ensure optional parameters for start, end, and label are correctly processed.
- Enhanced chat input and action parser to support optional date labels for relative dates.
- Updated agenda components to handle date ranges and loading states more effectively.
- Improved error handling and loading indicators in the agenda block for better user experience.
This commit ensures consistency in date handling across the application, aligning with the new requirements for relative date inputs.
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>
- Epic 0 status: ⏳ To Do → ✅ Done
- All 5 stories (E0.S1-S5) marked as complete
- All done criteria checkboxes marked as checked
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Adjusted confidence threshold for executing simple commands from >0.9 to >=0.7 in architecture documentation and code.
- Updated API endpoint paths from `/api/intent/*` to `/api/cortex/*` for intent classification and execution.
- Modified related tests to reflect the new confidence threshold and endpoint changes.
This update enhances the system's responsiveness to user commands while maintaining clarity in API structure.
- Changed default interface preference in LoginForm component from 'klassiek' to 'cortex'.
- Updated redirect path logic to reflect the new 'cortex' preference.
- Modified button label and state management to align with the new interface preference terminology.
- Adjusted type definition for InterfacePreference to include 'cortex' instead of 'swift'.
- Updated comments and documentation to reflect the new branding of the chat API and related components.
- Renamed functions and variables to align with the Swift Assistent terminology.
- Enhanced UI components with animations using Framer Motion for a smoother user experience.
- Removed outdated architecture documentation related to the Medical Scribe system.
This change is part of the transition to the Swift Assistent branding, ensuring consistency across the application.
