Use this to meet SMR's defining expectation: a methods paper should ship a method other people can run. SMR readers adopt methods, so released, documented software and a reproducible pipeline are not optional extras — a beautiful estimator with no usable code is a method no one will use, and reviewers know it.
Smr Software And Reproducibility is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/smr-software-and-reproducibility/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when preparing the released software, code, data, and reproducibility materials for a Sociological Methods & Research (SMR) paper — a usable package plus scripts that recreate every table, figure, and simulation, and the SMR data-and-code availability statement. Builds the reproducibility layer; does not write the manuscript.
The Smr Software And Reproducibility Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 168,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
mkdir -p ~/.claude/skills/smr-software-and-reproducibility curl -L https://claudskills.com/skills/smr-software-and-reproducibility/SKILL.md \ -o ~/.claude/skills/smr-software-and-reproducibility/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/smr-software-and-reproducibility/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/smr-software-and-reproducibility/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\smr-software-and-reproducibility\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
SKILL.md from the source repository to ~/.claude/skills/smr-software-and-reproducibility/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Smr Software And Reproducibility is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{smr-software-and-reproducibility-2026,
author = {brycewang-stanford},
title = {Smr Software And Reproducibility [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/smr-software-and-reproducibility/}
}Grade A · scanned 2026-07-31 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:
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SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.