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pedagogy-review
// Run a holistic narrative review on a Quarto report or Markdown document. Checks reader prerequisites, worked examples, notation clarity, structural arc, and pacing.
// Run a holistic narrative review on a Quarto report or Markdown document. Checks reader prerequisites, worked examples, notation clarity, structural arc, and pacing.
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.
End-to-end Stata analysis workflow — load, explore, clean, estimate, and produce publication-ready tables and figures with full logging.
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.
Run the stata-reviewer agent on a do-file. Produces a structured code-review report covering reproducibility, logging, naming, magic numbers, table/figure quality, and conformance to project conventions.
| name | pedagogy-review |
| description | Run a holistic narrative review on a Quarto report or Markdown document. Checks reader prerequisites, worked examples, notation clarity, structural arc, and pacing. |
| disable-model-invocation | true |
| argument-hint | [QMD or MD filename] |
| allowed-tools | ["Read","Grep","Glob","Write","Task"] |
Perform a holistic narrative review of a Quarto report (reports/*.qmd), a replication report (quality_reports/*.md), or any document where pedagogical clarity matters (audience comprehension, motivation, worked examples, notation discipline).
Identify the file specified in $ARGUMENTS
reports/, then quality_reports/, then repo rootLaunch the pedagogy-reviewer agent with the full file path
The agent produces a report saved to:
quality_reports/[FILENAME_WITHOUT_EXT]_pedagogy_report.md
Present a summary to the user:
econometric-reviewer agent (or /review-stata) instead/proofread instead