Use this to make the real-data section earn its place. SMR expects a methods paper to show that the method matters substantively — that using it instead of the incumbent leads to a different, better-justified conclusion about the social world. A throwaway "we also applied it to some data" section is a reviewer flag.
Smr Empirical Illustration 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-empirical-illustration/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when building the real-data empirical illustration for a Sociological Methods & Research (SMR) paper — a demonstration that the method changes a substantive conclusion, not a decorative example. Designs the illustration; does not derive properties or design the Monte Carlo.
The Smr Empirical Illustration 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-empirical-illustration curl -L https://claudskills.com/skills/smr-empirical-illustration/SKILL.md \ -o ~/.claude/skills/smr-empirical-illustration/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/smr-empirical-illustration/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/smr-empirical-illustration/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\smr-empirical-illustration\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-empirical-illustration/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 Empirical Illustration 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-empirical-illustration-2026,
author = {brycewang-stanford},
title = {Smr Empirical Illustration [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/smr-empirical-illustration/}
}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:
Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore
SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.