lumi-research-survey

To generate a literature review survey from existing wiki pages, request a grounded survey narrative for your specified topic scope. The system synthesizes relevant wiki sources, concepts, and graph edges into a coherent summary without inventing new coverage.

Grounded writing builds a survey narrative strictly from existing wiki sources and graph connections. It explicitly documents missing coverage and unresolved disagreements as research gaps instead of guessing or fabricating information.

Yes, you can save a generated survey summary page to your wiki workspace. The system writes the page with valid frontmatter and citations only when you explicitly request to save it, then runs lint and logs the saved survey.

The survey generation requires read-only access to existing wiki entity and edge lookups via provided scripts. It relies on established graph edges and source pages to produce a grounded survey narrative for a specified topic scope.

A key limitation is that this approach cannot invent new coverage; it is constrained to existing wiki sources and connections. If the wiki lacks sufficient data or graph edges for a topic, the resulting survey will explicitly report those missing areas as gaps.