lumi-research-topic

To organize existing graph concepts into a structured wiki topic page, this Skill clusters already-ingested entities and sources into a thematic grouping under wiki/topics/ while establishing bidirectional graph edges.

Yes, you can refresh an existing topic page without losing manually edited sections. The process supports non-destructive updates by preserving user-edited sections and the original creation date during the refresh.

Yes, creating a topic page from a knowledge graph requires explicit user approval before writing anything. The system ensures candidate selection from existing entities and asks for confirmation before saving.

Concept clustering handles source linking by establishing bidirectional graph edges between the topic, sources, and concepts. This ensures the newly created thematic grouping remains properly connected within the wiki.

No, topic modeling will not invent new knowledge if existing graph entities are missing. The system works strictly from already-ingested wiki pages and graph edges to group existing concepts without fabricating new information.