knowledge-graph-engineer - Design and optimize knowledge graphs
Designs, implements, and optimizes knowledge graphs, including extraction pipelines, graph databases, traversals, and hybrid Graph RAG.
Tags
Updated: 2026-10-02Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Model graph ontologies
- Build entity extraction pipelines
- Write traversal queries
- Configure hybrid Graph RAG
- Manage local graph databases
- Define temporal graph models
- Enforce governance validations
- Profile graph performance
- Design graph security controls
- Implement graph algorithms
Inputs
- PRD requirements
- Target codebase files
- Existing ontologies
- Existing schemas
- Graph query requirements
- Graph database configuration
- Vector search endpoints
Outputs
- Graph schema manifests
- Entity parsing code
- Cypher scripts
- Graph ontology diagrams
- Database DDL scripts
- Governance policy documents
- AI Review Package
- Graph performance reports