Export a skill
The skill is how you reuse the labels. Your coding agent applies the same checks on later papers.
There are two ways to export, and they write the same Markdown skill. YAML and JSON are taxonomy dumps, not a skill.
From the UI
In the workbench header, click Export. Uncheck labels you do not want, then download.
From the terminal
reviewdistill export
That writes SKILL.md in the current directory. --id (repeatable) keeps only those labels; omit it to export the whole tree.
Put the file in .cursor/skills/scholarly-review/ (or the equivalent for another coding agent).