Agent-Skills.md

Agent Skills: Replication And Robustness

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.

UncategorizedID: tmonk/mcp-stata/stata-replication

Repository

tmonk/mcp-stata
tmonkLicense: AGPL-3.0
7516

Install this agent skill to your local

pnpm dlx add-skill https://github.com/tmonk/mcp-stata/tree/HEAD/plugin/skills/stata-replication

Skill Files

Browse the full folder contents for stata-replication.

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plugin/skills/stata-replication/SKILL.md

Skill Metadata

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.