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.
Scanned 9/3/2026
Install to Claude Code
Skills Directorynpx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill stata-replication --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: stata-replication
description: 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.
---
# 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.
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