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From compound-science
Builds and verifies replication packages for project reproducibility. Routes to reproducibility-auditor agent for structural checks (seeds, versions, paths, pipelines) and functional checks (reproduction, data docs, environment).
How this skill is triggered — by the user, by Claude, or both
Slash command
/compound-science:replicateThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
This command routes to the `reproducibility-auditor` agent, which performs both structural checks (seeds, versions, paths, pipeline integrity) and functional checks (reproduction, data documentation, environment, output matching).
This command routes to the reproducibility-auditor agent, which performs both structural checks (seeds, versions, paths, pipeline integrity) and functional checks (reproduction, data documentation, environment, output matching).
Run the reproducibility-auditor agent on the current project.
npx claudepluginhub james-traina/science-plugins --plugin compound-scienceVerifies data science analysis results for reproducibility and completion, using guardrails to gate tool usage until approval.
Runs replication, robustness, and specification-sensitivity workflows for Stata projects. Reproduces results, reruns pipelines, compares specifications, audits do-files, and checks claim stability.
Prepares research code repositories for open-source release by auditing sensitive content, ensuring reproducibility via checklists, suggesting standard structures, and generating publication-ready READMEs.