# 🔍 HVAD MANGLER VI NU? - KOMPLET OVERSIGT

**Dato:** 2025-11-24  
**Status:** Opdateret efter alle nylige implementeringer

---

## ✅ HVAD ER FÆRDIGT

### Phase 1: Unified Cognitive Architecture ✅ 100% COMPLETE
- ✅ UnifiedMemorySystem (4 memory types)
- ✅ AutonomousTaskEngine (BabyAGI loop)
- ✅ HybridSearchEngine (keyword + semantic + graph)
- ✅ EmotionAwareDecisionEngine (PAL integration)
- ✅ Holographic pattern correlation
- ✅ Whole-part system modeling

### Phase 2: GraphRAG + Role-Based Agents ✅ ~85% COMPLETE
- ✅ UnifiedGraphRAG (multi-hop reasoning, LLM synthesis)
- ✅ StateGraphRouter (checkpoints, time-travel)
- ✅ PatternEvolutionEngine (mutation, A/B testing)
- ✅ AgentTeam (5 role-based agents)
- ✅ PAL Agent (5 specialized modes)
- ✅ MCP tool exposure (all components)
- ✅ ChromaDB Vidensarkiv (persistent vector DB)
- ✅ TaskRecorder (observation, learning, approval)
- ✅ HansPedder Deep Integration
- ✅ Document Generation Service (PowerPoint, Word, Excel)
- ✅ UI & Frontend (Win11 Visual Shell + WidgeTDC Content)
- ✅ Railway deployment fix (Dockerfile workspace dependencies)

---

## ❌ KRITISKE MANGELER (Priority 1)

### 1. Neo4j Graph Database ❌ NOT STARTED
**Status:** Using implicit graph via patterns + CMA memory_relations  
**Impact:** No explicit graph storage, limited graph queries  
**Priority:** 🔴 CRITICAL  
**Effort:** 2-3 dage

**Hvad mangler:**
- [ ] Neo4j instance setup (Docker/local)
- [ ] Migrate implicit patterns to explicit edges
- [ ] Cypher query integration
- [ ] Graph persistence layer
- [ ] Replace CMA memory_relations with Neo4j
- [ ] Integration tests for Neo4j operations

**Næste skridt:**
```bash
# 1. Start Neo4j container
docker-compose up neo4j

# 2. Test connection
npm run test:neo4j

# 3. Migrate CMA memory_relations
npm run migrate:graph
```

---

### 2. Integration Tests ❌ NOT STARTED
**Status:** Ingen integration tests  
**Priority:** 🔴 CRITICAL  
**Effort:** 1 uge

**Hvad mangler:**
- [ ] End-to-end GraphRAG tests
- [ ] AgentTeam coordination tests
- [ ] StateGraphRouter workflow tests
- [ ] Cross-component integration tests
- [ ] TaskRecorder observation tests
- [ ] ChromaDB vidensarkiv tests
- [ ] Neo4j graph operation tests

**Test framework:**
- Vitest (allerede installeret)
- Playwright (for E2E)

---

### 3. Smoke Tests ❌ NOT STARTED
**Status:** Ingen smoke tests  
**Priority:** 🔴 CRITICAL  
**Effort:** 2-3 dage

**Hvad mangler:**
- [ ] Component startup tests
- [ ] API endpoint smoke tests
- [ ] MCP tool smoke tests
- [ ] Health check validation
- [ ] TaskRecorder initialization
- [ ] ChromaDB initialization
- [ ] Neo4j connection test

---

## ⚠️ HØJ PRIORITET (Priority 2)

### 4. UnifiedGraphRAG Neo4j Upgrade ⚠️ PARTIAL
**Status:** Bruger implicit graph  
**Priority:** 🟡 HIGH  
**Effort:** 3-5 dage

**Hvad mangler:**
- [ ] Replace implicit graph med Neo4j
- [ ] Explicit edge storage
- [ ] Better graph queries
- [ ] Query expansion
- [ ] Multi-modal similarity
- [ ] Advanced graph traversal optimizations

---

### 5. AgentTeam Communication Protocol ⚠️ PARTIAL
**Status:** Basic coordination implementeret  
**Priority:** 🟡 HIGH  
**Effort:** 1 uge

**Hvad mangler:**
- [ ] Advanced agent communication protocol
- [ ] Agent-to-agent negotiation
- [ ] Dynamic agent spawning
- [ ] Agent specialization learning
- [ ] Cross-agent knowledge sharing

---

### 6. StateGraphRouter Enhancements ⚠️ PARTIAL
**Status:** Basic functionality implementeret  
**Priority:** 🟡 HIGH  
**Effort:** 1 uge

**Hvad mangler:**
- [ ] LLM-based node selection
- [ ] Dynamic graph construction
- [ ] Conditional branching logic
- [ ] Human-in-the-loop integration
- [ ] Graph visualization

---

### 7. UnifiedMemorySystem Enhancements ⚠️ PARTIAL
**Status:** Placeholders i ProductionRuleEngine & Whole-Part analyse  
**Priority:** 🟢 MEDIUM  
**Effort:** 1 uge

**Hvad mangler:**
- [ ] Implementer `ProductionRuleEngine` (udtræk regler fra mønstre)
- [ ] Implementer `detectEmergentBehaviors` (system-wide correlation)
- [ ] Implementer `EvolutionRepository` integration (fix manglende metoder)
- [ ] Forbedre `HolographicPattern` detektion (mere end bare keywords)

---

## 📊 MEDIUM PRIORITET (Priority 3)

### 8. Phase 3: Meta-Cognition ❌ NOT STARTED
**Status:** Ikke implementeret  
**Priority:** 🟢 MEDIUM  
**Effort:** 3-6 uger

**Komponenter:**
- [ ] SelfReflectionEngine
- [ ] MetaLearningEngine
- [ ] RLHFAlignmentSystem

---

### 9. Performance Testing ❌ NOT STARTED
**Status:** Ingen performance benchmarks  
**Priority:** 🟢 MEDIUM  
**Effort:** 3-5 dage

**Hvad mangler:**
- [ ] Latency benchmarks
- [ ] Throughput testing
- [ ] Memory usage profiling
- [ ] Graph traversal performance
- [ ] Vector search performance (ChromaDB)
- [ ] TaskRecorder observation overhead

---

### 10. Documentation ⚠️ PARTIAL
**Status:** Basis dokumentation eksisterer  
**Priority:** 🟢 MEDIUM  
**Effort:** 1 uge

**Hvad mangler:**
- [ ] API documentation (OpenAPI/Swagger)
- [ ] MCP tool documentation (comprehensive)
- [ ] Usage examples (code samples)
- [ ] Integration guides (step-by-step)
- [ ] Troubleshooting guides
- [ ] TaskRecorder usage guide
- [ ] ChromaDB vidensarkiv guide
- [ ] Neo4j integration guide

---

## 🐛 BUGS & ISSUES

### TypeScript Build Errors
**Status:** Nogle fejl tilbage  
**Priority:** 🔴 CRITICAL  
**Effort:** 1-2 timer

**Kendte fejl:**
- [ ] `timestamp` property i `McpContext` (flere steder)
- [ ] `emotionalState` property i `Decision` (AgentTeam.ts)
- [ ] `semanticQuery` property i `MemorySearchQuery`
- [ ] `getSourceHealth` method i `CognitiveMemory`
- [ ] `UsagePattern` iterator issues

---

### Railway Deployment
**Status:** ✅ FIXED (workspace dependencies)  
**Priority:** ✅ RESOLVED

**Fix:**
- ✅ Dockerfile kopierer nu workspace package.json filer før npm ci
- ✅ Zustand dependency resolveres korrekt

---

## 📈 OVERALL PROGRESS

### Phase 1: ✅ 100% Complete
### Phase 2: ⚠️ ~85% Complete
- ✅ ChromaDB implementeret
- ✅ TaskRecorder implementeret
- ✅ HansPedder deep integration
- ❌ Neo4j mangler stadig

### Phase 3: ❌ 0% Complete

### Infrastructure: ⚠️ ~60% Complete
- ✅ Basic components
- ✅ ChromaDB (vector DB)
- ✅ TaskRecorder
- ❌ Neo4j (graph DB)
- ⚠️ Partial integrations

### Testing: ❌ 0% Complete
- ❌ Integration tests
- ❌ Performance tests
- ❌ Smoke tests

---

## 🎯 KRITISK VEI (Critical Path)

```
1. Neo4j Setup (2-3 dage) 🔴 CRITICAL
   ↓
2. TypeScript Build Fixes (1-2 timer) 🔴 CRITICAL
   ↓
3. Integration Tests (1 uge) 🔴 CRITICAL
   ↓
4. Smoke Tests (2-3 dage) 🔴 CRITICAL
   ↓
5. Documentation (1 uge) 🟡 HIGH
   ↓
6. Enhancements (ongoing) 🟡 HIGH
   ↓
7. Phase 3 (3-6 uger) 🟢 MEDIUM
```

---

## 🚀 ANBEFALEDE NÆSTE SKRIDT

### Uge 1: Infrastructure Completion
1. **Setup Neo4j** (2-3 dage) 🔴
   - Docker container
   - Schema design
   - Migration fra CMA memory_relations
   - Cypher query integration

2. **Fix TypeScript Errors** (1-2 timer) 🔴
   - Fix `timestamp` property issues
   - Fix `emotionalState` property
   - Fix `semanticQuery` property
   - Fix `getSourceHealth` method

3. **Integration Tests** (3-4 dage) 🔴
   - TaskRecorder tests
   - ChromaDB tests
   - GraphRAG tests
   - AgentTeam tests

### Uge 2: Testing & Documentation
1. **Smoke Tests** (2-3 dage) 🔴
   - Component startup
   - Health checks
   - Basic functionality

2. **Documentation** (2-3 dage) 🟡
   - TaskRecorder guide
   - ChromaDB guide
   - API documentation

### Uge 3+: Enhancements
1. Neo4j integration i UnifiedGraphRAG
2. AgentTeam communication protocol
3. StateGraphRouter enhancements
4. Phase 3 components

---

## 💡 QUICK WINS (Kan gøres nu)

1. **Fix TypeScript Errors** - 1-2 timer
2. **Neo4j setup** - Docker container (1-2 timer)
3. **Smoke tests** - Quick validation (2-3 timer)
4. **TaskRecorder tests** - Basic integration tests (1 dag)
5. **ChromaDB tests** - Vector search tests (1 dag)

---

## ✅ RECENT COMPLETIONS

### ✅ TaskRecorder (2025-11-24)
- Observes all tasks automatically
- Learns patterns from repeated tasks
- Suggests automation (requires approval)
- Complete security model

### ✅ ChromaDB Vidensarkiv (2025-11-24)
- Persistent vector database
- HuggingFace embeddings
- Continuous learning
- Widget integration

### ✅ HansPedder Deep Integration (2025-11-24)
- Phase 1 components integrated
- ProjectMemory protocol
- Context-aware orchestration

### ✅ Document Generation Service (2025-11-26)
- **PowerPoint:** MCP-based generation (Titles, Content, Images)
- **Word:** Structured template generation (Reports, Proposals, Manuals)
- **Excel:** Financial & Statistical sheet generation
- **Architecture:** Event-driven job queue system

### ✅ UI & Frontend (2025-11-24)
- **Windows 11 Copilot UI:** Visual shell, glassmorphism & layout clone (hosting WidgeTDC engine)
- **ChatWidget:** Integrated chat interface for WidgeTDC agents
- **HansPedder Widgets:** Visualization of system logs & insights
- **ScraperWidget:** Interface for real-time data collection

### ✅ Railway Deployment Fix (2025-11-24)
- Dockerfile workspace dependencies
- Zustand import resolution

### ✅ Bug Fixes (2025-11-24)
- QueryIntent/string type mismatches
- Empty messages array validation
- Decision interface emotionalState

---

## 📋 TODO LIST (Prioriteret)

### 🔴 CRITICAL (Do First)
- [ ] Neo4j Graph Database setup
- [ ] Fix TypeScript build errors
- [ ] Integration tests
- [ ] Smoke tests

### 🟡 HIGH (Do Next)
- [ ] UnifiedGraphRAG Neo4j upgrade
- [ ] AgentTeam communication protocol
- [ ] StateGraphRouter enhancements
- [ ] Documentation

### 🟢 MEDIUM (Do Later)
- [ ] Phase 3 components
- [ ] Performance testing
- [ ] Advanced enhancements

### 🔵 ARCHITECTURE ENHANCEMENTS (From Analysis)
- [ ] **Type-Safe Widget Registry:** Migrate `widgetRegistry.js` to TypeScript class with generics.
- [ ] **Standardized Widget Lifecycle:** Implement `BaseWidget` pattern with `onInit`, `onMount`, `onDestroy`.
- [ ] **Audit Logging:** Implement `audit_logs` schema and service for compliance.
- [ ] **Data Aggregation Service:** Create service to merge data from OpenSearch, Postgres, and MinIO.
- [ ] **MCP Router Pattern:** Formalize `MCPRouter` class and message types in backend.

---

**Status:** ✅ **Phase 1 Complete**, ⚠️ **Phase 2 ~85%**, ❌ **Phase 3 Not Started**  
**Critical Path:** Neo4j → TypeScript Fixes → Testing → Documentation → Enhancements → Phase 3

**Næste umiddelbare handling:** Setup Neo4j Graph Database + Fix TypeScript Errors