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AI/ML · Global library

Knowledge Graph Builder

Build knowledge graphs from unstructured data with entity extraction, relationship identification, and graph construction

CodexClaude CodeKimi Codeorchestrator-mcp
Open pack on GitHubBack to catalog

Best use case

Use Knowledge Graph Builder when you need to build knowledge graphs from unstructured data with entity extraction, relationship identification, and graph construction, especially when the work is driven by knowledge graph and entity extraction.

Trigger signals

knowledge graphentity extractionrelationship extractiontriplesNERRE

Validation hooks

extraction-accuracygraph-validity

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show knowledge-graph-builder

Use

orchestrator-mcp skills export knowledge-graph-builder --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/knowledge-graph-builder ./your-agent-skills/knowledge-graph-builder
# or open skills/knowledge-graph-builder/SKILL.md in a markdown-first client

File patterns

*.pykg*.pygraph*.pyextraction*.py

Model preferences

claude-opus-4gpt-4oclaude-haiku-3

Related skills

Adjacent packs to compose next.

AI/MLGlobal library

GraphRAG Architect

Open pack

Design and implement GraphRAG systems that leverage knowledge graphs for enhanced retrieval and multi-hop reasoning

CodexClaude Code
AI/MLGlobal library

Agent Lifecycle Manager

Open pack

Manage complete agent lifecycles from initialization through graceful shutdown with health monitoring, scaling, and resource optimization

CodexClaude Code
Apache-2.0 licensedUse it, fork it, redistribute it. No strings attached.Safety-first by designSecret redaction, release scanning, and no shell execution. Constraints are public.GitHub nativeEvery pack is a real folder. Fork, edit, PR. No hidden backend or proprietary pipeline.