Knowledge Graph Builder
This skill automatically constructs knowledge graphs from text data, streamlining information organization and analysis for deeper insights.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add eddiebe147-knowledge-graph-builder npx -- -y @trustedskills/eddiebe147-knowledge-graph-builder
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"eddiebe147-knowledge-graph-builder": {
"command": "npx",
"args": [
"-y",
"@trustedskills/eddiebe147-knowledge-graph-builder"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
The Knowledge Graph Builder skill constructs structured relationship maps from unstructured text, enabling AI agents to visualize and query complex data connections. It transforms raw documents into a navigable network of entities and their interactions for deeper analysis.
When to use it
- Mapping character relationships in novels or historical texts to trace lineage and alliances.
- Visualizing dependencies between software modules described in technical documentation.
- Organizing research papers by identifying citations and thematic links between studies.
- Creating entity networks from interview transcripts to uncover recurring topics and influences.
Key capabilities
- Extracts entities and defines their relationships from input text.
- Generates a structured knowledge graph representation of the data.
- Facilitates navigation through interconnected concepts within a dataset.
Example prompts
- "Build a knowledge graph from this article about climate change impacts on coastal cities."
- "Create a relationship map showing how these three historical events influenced one another."
- "Extract entities and their connections from this software architecture document to visualize the system flow."
Tips & gotchas
Ensure input text contains clear, explicit relationships between subjects; vague descriptions may result in incomplete graphs. This skill works best with well-structured narratives or documents where entity interactions are explicitly stated rather than implied.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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