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knowledge-graph-skills

9 knowledge graphs skills. Trigger: building knowledge graphs, connecting concepts, ontology design. Design: graph construction, traversal, and visualization for research knowledge.

Published by brycewang-stanford ↗brycewang-stanford/Auto-Empirical-Research-Skills

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knowledge-graph-skills

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Use knowledge-graph-skills to select the appropriate knowledge-graph workflow and design a graph for [research corpus], covering [goal such as ontology, citation network, or RAG].

Required inputs

  • [research corpus]
  • [goal such as ontology, citation network, or RAG]

User-approved starter prompt based on a pinned source version; check current skill requirements before running. Task evidence ↗

SKILL.md

name: knowledge-graph-skillsdescription: "9 knowledge graphs skills. Trigger: building knowledge graphs, connecting concepts, ontology design. Design: graph construction, traversal, and visualization for research knowledge."

Knowledge Graphs — 9 Skills

Select the skill matching the user's need, then read its SKILL.md.

SkillDescription
citation-network-builderBuild and analyze citation networks from academic reference data
concept-map-generatorGenerate structured concept maps from academic texts automatically
graphiti-guideBuild real-time knowledge graphs for AI agents using Graphiti by Zep
knowledge-graph-constructionBuild research knowledge graphs for literature synthesis and RAG systems
notero-zotero-notion-guideSync Zotero references and annotations to Notion databases
ontology-design-guideDesign ontologies and knowledge graphs for research data modeling
openspg-guideAnt Group knowledge graph engine with SPG and KAG framework
rag-methodology-guideRAG architecture for academic knowledge retrieval and synthesis
zotero-markdb-connect-guideSync Zotero references to Obsidian and Logseq markdown