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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.

Published by brycewang-stanford ↗brycewang-stanford/Auto-Empirical-Research-Skills

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stata-replication

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Use stata-replication to replicate [target result] from [Stata project entrypoint] and compare it with [specified variant], saving logs and stored results and stating whether it materially matches.

Required inputs

[target result]
[Stata project entrypoint]
[specified variant]

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SKILL.md

name: stata-replicationdescription: 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.

Identify the replication entrypoint.
Run the baseline cleanly and capture logs and stored results.
Compare requested variants in a structured way.
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.