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knowledge-graph

Build and query knowledge graphs with Neo4j and Cypher.

Updated Aug 23, 2026
Search Tags:#knowledge graph#data modeling#graph database#neo4j#cypher#relationship analysis
One-click install
npx skills add https://github.com/tanaer/lobster-university-v2 --skill knowledge-graph-tanaer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge-graph
Source: https://github.com/tanaer/lobster-university-v2/tree/main/skills/courses/knowledge-graph
Command: npx skills add https://github.com/tanaer/lobster-university-v2 --skill knowledge-graph-tanaer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables AI Agents to build and query knowledge graphs using Neo4j, facilitating complex relationship analysis and data modeling.

Core Features & Use Cases

  • Graph Database Fundamentals: Understand nodes, relationships, properties, and labels.
  • Neo4j Operations: Learn to install, connect, and perform CRUD operations using Neo4j.
  • Cypher Query Language: Master Cypher for querying and manipulating graph data.
  • Knowledge Graph Construction: Apply graph concepts to model real-world domains.
  • Use Case: When an AI needs to understand intricate connections between entities, such as in supply chain analysis or social network mapping, this skill is triggered.

Quick Start

Use the knowledge-graph skill to create a node for 'Person' with the name 'Alice'.

Frequently Asked Questions about knowledge-graph

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a knowledge graph to analyze complex relationships between entities?▼

Building a knowledge graph involves modeling real-world domains using nodes, relationships, properties, and labels. This skill uses Neo4j and Cypher to construct graphs that map intricate connections for applications like supply chain analysis and social network mapping.

Do I need Neo4j installed to query graph data with Cypher?▼

Yes, Neo4j installation and a Cypher-compatible interface are required to manipulate and retrieve graph data. This skill facilitates Neo4j CRUD operations and Cypher querying for complex relationship analysis.

What is the best way to model real-world domains using a graph database?▼

Modeling domains in a graph database involves structuring entities as nodes and interactions as relationships with properties. This skill applies graph concepts to model real-world domains like supply chains, enabling complex relationship analysis through Cypher queries.

How does Cypher query language work for relationship analysis in Neo4j?▼

Cypher queries retrieve and manipulate graph data in Neo4j by matching patterns of nodes and relationships. This skill helps master Cypher to perform complex relationship analysis and understand intricate entity connections.

Can I use this knowledge graph skill for social network mapping?▼

Yes, this skill supports social network mapping. It triggers when an AI needs to understand intricate connections between entities, using Neo4j and Cypher to model and query social network relationships.

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