ask

To get evidence-backed answers from a wiki knowledge base, ask a research question and the skill retrieves relevant pages, synthesizes a response, and enforces wikilink citations to reference exact sources.

Synthesizing cross-paper research findings on variables and mechanisms is done by querying an EmpiricalWiki knowledge base that grounds responses in existing identification, robustness, and heterogeneity claims.

To query an EmpiricalWiki and update the knowledge graph, use the crystallize mode to write results to wiki outputs, create or update concepts and claims, and append edges to rebuild derived context.

Yes, you can flag uncertainty when a wiki lacks sufficient evidence because the citation-grounded synthesis explicitly flags uncertainty in the structured answer if the knowledge base cannot support the claim.

You do not need to manually load global context files before querying your research wiki because the skill automatically loads context briefs, open questions, and the index to locate relevant pages.

A limitation of retrieving wiki pages for empirical research workflows is that answer quality depends entirely on the existing EmpiricalWiki content, meaning the synthesis cannot retrieve evidence not already present in the knowledge base.