Review a src/Meta/<name>.jl file for correctness, completeness, and consistency with the problem implementation. Reports findings as Errors (test-suite failures), Warnings (documentation gaps), and Info (notable but valid).
Review a src/PureJuMP/<name>.jl file for correctness, signature conventions, n-adjustment, start-value coverage, and cross-compatibility with the ADNLPProblems sibling. Reports findings as Errors (test-suite failures), Warnings (likely issues requiring judgment), and Info (notable but valid observations).
Review a src/ADNLPProblems/<name>.jl file for correctness, type stability, constructor form, and allocation requirements. Reports findings as Errors (test-suite failures or type bugs), Warnings (likely issues requiring judgment), and Info (notable but valid observations).
Full review of a problem across all three files (ADNLPProblems, PureJuMP, Meta). Combines per-file correctness checks with cross-file coherence checks. Reports consolidated findings as Errors / Warnings / Info.
Find or construct a BibTeX reference for an OptimizationProblems.jl meta file. Given a DOI, problem name, or free-form reference text, searches for the DOI online, fetches BibTeX from doi2bib.org, and formats the result as a Julia raw string ready to paste into src/Meta/<name>.jl.