maxwell2732Community·19 Agent Skills Included

codex-stata-for-economists

Reproducible Stata pipelines for empirical economics research

Runs complete Stata research workflows from raw data cleaning through regressions, IV, DiD, and survival analysis to publication-ready tables and figures. Enforces log-verified results so no numerical claim is reported without a traceable Stata log or output table. Protects raw data from accidental commits and renders bilingual Quarto reports automatically. Includes teaching demos and replication templates to help students and economists start empirical work faster.

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npx skills add maxwell2732/codex-stata-for-economists --all -g -y

Available:

Tells the agent how to run the Stata pipeline stages, verify every numerical claim against logs, protect raw data, and route analysis requests to the correct do-files and skills.

All Skills in This Repository (19)

Pure Emerald Level Indicators

📦 In Repo

maxwell2732

commit

Guide Git commits, pull requests, and merges with safety exclusions.

devils-advocate

Generate pedagogical challenges for slide decks across ordering, prerequisites, gaps, and cognitive load.

render-report

Render Quarto Stata reports after verifying engine, freshness, citations, and numerical claims.

run-stata

Execute Stata do-files in batch mode and validate logs and outputs.

review-paper

Review academic econometrics manuscripts and generate structured referee reports.

build-tables

Combines saved Stata estimates into LaTeX and CSV tables via esttab.

check-reproducibility

Re-run a fresh-clone Stata pipeline and diff outputs to detect drift.

run-pipeline

Execute Stata dofiles/00_master.do and validate generated logs and outputs.

validate-bib

Validate bibliography citation keys in Quarto reports and Stata do-files.

review-stata

Review Stata do-files for reproducibility, logging, naming, and output-quality issues.

pedagogy-review

Review Quarto and Markdown reports for pedagogical clarity and comprehension.

validate-log

Scans Python and R dataframes and returns structured validation reports.

Community

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install codex-stata-for-economists?▼

Run `npx skills add maxwell2732/codex-stata-for-economists --all -g -y` in your terminal to install all skills globally.

What does this Stata workflow do?▼

It automates the full empirical research pipeline: data cleaning, variable construction, regressions, IV, DiD, and survival analysis, ending in publication-ready tables, figures, and Quarto reports.

How does it prevent made-up regression results?▼

Every numerical claim must trace back to a Stata log file or output table. If no log exists, the agent runs the do-file first instead of reporting unverified numbers.

Does it work with Codex and Claude Code?▼

Yes. AGENTS.md is the primary instruction file for Codex, while CLAUDE.md and the .claude folder keep full compatibility with Claude Code.

Can economics students use it without Stata expertise?▼

Yes. You describe the analysis in plain language, and the agent writes the do-files, runs them, checks the logs, and produces tables and figures for you.