Spec-review agent for empirical economics. Checks clustering level, FE absorption, weights, IV first-stage strength, multiple-hypothesis correction, sample selection, DiD assumptions, and SE method choice. Use on any analysis do-file before merging to main.
Verifies that numerical claims about analysis results actually appear in the corresponding Stata log file or output table. Refuses to validate claims with no log provenance. Use before any commit or report that contains numerical results.
Holistic pedagogical review for academic slides. Checks narrative arc, prerequisite assumptions, worked examples, notation clarity, and deck-level pacing. Use after content is drafted.
Expert proofreading agent for academic lecture slides. Reviews for grammar, typos, overflow, and consistency. Use proactively after creating or modifying lecture content.
Stata code reviewer for empirical economics do-files. Checks reproducibility, logging hygiene, naming, magic numbers, table/figure quality, and adherence to project conventions. Use after writing or modifying any do-file.
End-to-end verification agent for the Stata pipeline. Confirms do-files run cleanly, logs exist with no errors, output files are present and fresh, and reports render. Use proactively before committing or creating PRs.
Combine saved Stata estimates into publication-ready tables via esttab. Produces both .tex (for paper) and .csv (for audit) with consistent formatting.
Simulate a fresh-clone reproduction of the entire pipeline and diff the new outputs against the committed ones. Catches drift before paper submission or release.
Challenge a slide deck design with 5-7 specific pedagogical questions. Checks ordering, prerequisites, gaps, alternatives, notation conflicts, cognitive load, and book readiness.
Run a holistic narrative review on a Quarto report or Markdown document. Checks reader prerequisites, worked examples, notation clarity, structural arc, and pacing.
Run the proofreading protocol on lecture files. Checks grammar, typos, overflow, consistency, and academic writing quality. Produces a report without editing files.
Render a Quarto report (Stata engine) to HTML / PDF / DOCX. Performs freshness check on included tables/figures, verifies the Stata Quarto engine, and validates numerical claims before rendering.
Apply the replication protocol to a paper. Inventory the replication package, record gold-standard targets with tolerances, translate the analysis to this project's Stata pipeline, and report a tolerance-by-tolerance comparison.