Substantive referee-style review for empirical economics manuscripts, slides, lecture notes, assignments, and similar academic documents. Use when Codex should stress-test identification, derivations, citations, code-theory alignment, or overall logic without editing the source file.
Use this skill when the job is substantive correctness rather than prose polish. Think like a careful top-field referee: fair, precise, and skeptical about identification and inference.
literature/, use them to verify claims rather than relying on the prose alone.quality_reports/[filename_without_ext]_substance_review.md.literature/, read the abstract or introduction first and then only the targeted pages needed to verify a claim.The detailed review protocol, common misattributions, package-specific pitfalls, and report template live in references/review-lenses.md.