paper-reproduce
Systematic methodology for reproducing published academic papers using provided data. Use when the user asks to reproduce, replicate, or verify results from a published paper, including sample selection, descriptive statistics, regression analyses, and generating reproduction reports (Markdown + LaTeX PDF). Covers the full pipeline: data exploration, variable identification/mapping, sample filtering, variable construction, statistical analysis, result comparison, and documentation. Applicable to any observational study, clinical cohort, or survey-based research paper.
Packaged view
This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.
Install command
npx @skill-hub/cli install xjtulyc-medgeclaw-paper-reproduce
Repository
Skill path: skills/paper-reproduce
Systematic methodology for reproducing published academic papers using provided data. Use when the user asks to reproduce, replicate, or verify results from a published paper, including sample selection, descriptive statistics, regression analyses, and generating reproduction reports (Markdown + LaTeX PDF). Covers the full pipeline: data exploration, variable identification/mapping, sample filtering, variable construction, statistical analysis, result comparison, and documentation. Applicable to any observational study, clinical cohort, or survey-based research paper.
Open repositoryBest for
Primary workflow: Research & Ops.
Technical facets: Full Stack, Data / AI.
Target audience: Development teams looking for install-ready agent workflows..
License: Unknown.
Original source
Catalog source: SkillHub Club.
Repository owner: xjtulyc.
This is still a mirrored public skill entry. Review the repository before installing into production workflows.
What it helps with
- Install paper-reproduce into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
- Review https://github.com/xjtulyc/MedgeClaw before adding paper-reproduce to shared team environments
- Use paper-reproduce for development workflows
Works across
Favorites: 0.
Sub-skills: 0.
Aggregator: No.