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Stata replication

Skill brycewang-stanford/Auto-Empirical-Research-Skills/skills/64-tmonk-mcp-stata/skills/stata-replication

Run replication, robustness, and specification-sensitivity workflows for Stata projects. Use when a researcher wants to reproduce a result, rerun a pipeline, compare specifications, audit a do-file sequence, or check whether a claim is stable.From its SKILL.md

Install
npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill stata-replication

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.

SKILL.md

0.8 KB, 104 tokens by cl100k_base, as published. Nobody here has run it

Replication And Robustness

Use this skill for reproducibility work rather than one-off execution.

  1. Identify the replication entrypoint.
  2. Run the baseline cleanly and capture logs and stored results.
  3. Compare requested variants in a structured way.
  4. Say whether the result truly replicates, partly matches, or breaks.

Read references/workflow.md for the replication checklist and use scripts/compare_specs.py and scripts/summarize_log.py for deterministic comparisons.

What ships with it: 5 files

3.2 KB alongside SKILL.md, 2 of them executable

agents/

references/

scripts/

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