colinislit
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c1dc92035b
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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>
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2025-12-31 16:24:33 +01:00 |
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colinislit
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cf26022583
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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>
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2025-12-31 12:46:35 +01:00 |
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colinislit
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2170b23348
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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>
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2025-12-30 09:18:06 +01:00 |
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