To cite optimix in publications, please use:

  Moldovan M (2026). _optimix: A Unified Contract and Auto-Selector for
  Efficient Optimisers_. R package version 0.1.0,
  <https://github.com/max578/optimix>.

A BibTeX entry for LaTeX users is

  @Manual{,
    title = {optimix: A Unified Contract and Auto-Selector for Efficient Optimisers},
    author = {Max Moldovan},
    year = {2026},
    note = {R package version 0.1.0},
    url = {https://github.com/max578/optimix},
  }

A methods paper describing the per-instance selector and its validation
is in preparation; this entry will be updated on publication.