Document Knowledge Graph

Turn scattered docs into a queryable knowledge graph.

Build, update, query, or reason over a Neo4j-backed knowledge graph built from documentation — local Markdown, Confluence pages, Jira issues, architecture docs, requirements, policies, decisions. Prefer it for relationship-aware document analysis, source traceability, graph-based RAG, entity discovery, and documentation-intelligence workflows. Everything runs through the Python CLI at scripts/dkg.py; extraction is heuristic by default (no external calls).

Ask for it in plain English, e.g.

Works in

You ask: Build a knowledge graph from the Markdown docs in `./docs`, then tell me which source documents mention "data residency" — and cite the evidence, not your own interpretation.

Example output shown for illustration. Your assistant produces this live from your own request once the skill is installed.