LOKF Curator

A knowledge bundle is only as useful as the trust people can place in it. The lokf-librarian skill derives every concept from the repository and cites its sources - but, like a real librarian, it catalogues without vouching. Deciding what the team accepts as true is a person's job. This skill is that person's assistant: it shows what needs a look, puts the evidence next to the claim, and writes the verdict into the bundle's own frontmatter. It decides nothing itself.

Curator, in the museum sense: the person who authenticates, weighs provenance, and decides what is put on exhibit as trusted. (In data-management usage "curation" means the librarian's work - not what this skill does.)

Model: a small/mid-tier model is fine. Step 1 is arithmetic over frontmatter; Step 2 is quoting a source and writing down an answer. The risk here is overreach, not capability - the guardrails are the job.