wiki-pipeline

To export graph entities into structured wiki pages, use this Skill to convert NetworkX or Neo4j data into Markdown with deterministic export, automatic wiki-link generation, and idempotent updates for consistent documentation.

Reverse sync from edited markdown captures changes made to exported wiki pages and pushes approved edits back into the source knowledge graph, keeping graph entities and wiki documentation aligned through change detection.

Keep wiki pages synchronized with source graph data through event-driven incremental forward sync, which detects graph changes and applies idempotent updates to existing markdown pages without full re-export.

Yes, this wiki export approach works with both Neo4j and NetworkX graphs, converting entities into Markdown pages while running consistency checks between the wiki content and the underlying graph structure.

Hybrid search indexing for exported wiki content re-indexes Markdown pages during the export process, enabling fast retrieval and discovery of entity documentation across the synchronized wiki vault.

Limitations of syncing markdown wiki pages include the requirement for deterministic export to maintain consistency, meaning non-deterministic graph structures or unsupported entity formats may fail idempotent update checks and block synchronization.