neo4j-graphiti-migration

Neo4j Memory to Graphiti Migration Skill

When to Use This Skill

Invoke this skill when the user asks about:

• Migrating data from Neo4j Memory to Graphiti
• Converting entities to episodes
• Episode format templates
• Migration validation
• Group ID classification
• Rate limiting strategies

Core Concepts

Source System: Neo4j Memory (MCP_DOCKER)

• Entity-first architecture (direct node creation)
• Observations as array properties on entities
• Simple typed relationships
• No temporal tracking, no embeddings

Target System: Graphiti (graphiti-local)

• Episode-first architecture (LLM extraction)
• Temporal tracking (valid_at, invalid_at)
• group_id namespace isolation
• Auto-generated embeddings

Entity-to-Episode Conversion Templates

Person Entities (source: text)

{Name} is a {role/title} with {experience summary}.
{Key professional details}.

Key observations:
- {observation 1}
- {observation 2}
- {observation N}

Experience Entities (source: json)

{
  "name": "Role/Position Name",
  "type": "Experience",
  "years": "YYYY-YYYY",
  "duration": "N years",
  "company": "Company Name",
  "details": ["detail 1", "detail 2"]
}

Organization Entities (source: text)

{Organization Name} is a {type} organization.
{Description and context}.

Key divisions/teams:
- {division 1}
- {division 2}

Leadership: {key people and roles}

JobPosting Entities (source: json)

{
  "title": "Job Title",
  "company": "Company",
  "salary_range": "$XXK-$YYK",
  "requirements": ["req1", "req2"],
  "posted_date": "YYYY-MM"
}

Pattern/Architecture Entities (source: text)

{Pattern Name} Pattern

Description: {what it does}

When to use:
- {use case 1}
- {use case 2}

Trade-offs:
- Pros: {benefits}
- Cons: {limitations}

Related patterns: {related}

Group ID Classification Rules

Entity Type	group_id
Don Branson, Experience, Skills, Credentials	don_branson_career
Organization (Disney*), Team, BuyingCenter	disney_knowledge
JobPosting, Recruiter	career_opportunities
Pattern, Architecture	technical_patterns
research, Project (other)	ai_engineering_research