Demog Data Analysis

Q: What is a Claude Code skill and how does the Demog Data Analysis skill fit in?

A Claude Code skill is a 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. Demog Data Analysis is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: general-misc · Last updated: 2026-06-13

type:review

Use when executing and reporting the analysis for a Demography (PAA / Duke University Press) manuscript so it survives expert, double-blind review — correct rate construction, honest uncertainty, and demographic methods done right (life tables, decomposition, event history, age-period-cohort). Guides analysis norms; it does not fabricate results.

From the source SKILL.md

Demography reviewers are expert demographers and the journal expects reproducible code behind the results (see demog-data-and-reproducibility). Analyze as if a methodologist will re-derive your rates and re-run your decomposition — because they may. This skill covers execution and reporting norms; method choice lives in demog-research-design.

What this skill does

Demog Data Analysis is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/demog-data-analysis/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when executing and reporting the analysis for a Demography (PAA / Duke University Press) manuscript so it survives expert, double-blind review — correct rate construction, honest uncertainty, and demographic methods done right (life tables, decomposition, event history, age-period-cohort). Guides analysis norms; it does not fabricate results.

Who uses this skill

The Demog Data Analysis Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 117,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/demog-data-analysis
curl -L https://claudskills.com/skills/demog-data-analysis/SKILL.md \
  -o ~/.claude/skills/demog-data-analysis/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/demog-data-analysis/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/demog-data-analysis/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\demog-data-analysis\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

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 →

Pro

One-click install via the desktop app

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.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Demog Data Analysis Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/demog-data-analysis/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Demog Data Analysis skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Demog Data Analysis skill?

Use Demog Data Analysis when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Demog Data Analysis" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Demog Data Analysis skill fit in?

A Claude Code skill is a 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. Demog Data Analysis is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/brycewang-stanford/Awesome-Journal-Skills/blob/HEAD/Demography-Skills/skills/demog-data-analysis/SKILL.md
License: MIT
Author: brycewang-stanford
Website: https://www.copaper.ai

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

brycewang-stanford. (2026). Demog Data Analysis [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/demog-data-analysis/

BibTeX

@misc{demog-data-analysis-2026,
  author    = {brycewang-stanford},
  title     = {Demog Data Analysis [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/demog-data-analysis/}
}

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