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Lang Data Analysis

Category: Science & Research  ·  Sub-category: data-science-research  ·  Last updated:
type:audit
Use when planning or auditing the analysis of a Language (LSA) manuscript so the evidence credibly supports the theoretical claim. Covers quantitative modeling (mixed-effects in R), phonetic measurement, corpus statistics, and the analytic trail from glossed data or judgments to the generalization. Improves the analysis chain; it does not fabricate results.
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From the source SKILL.md

At Language the analysis exists to make the theoretical claim credible — not to display technique or notation. A cross-subfield, double-anonymous reviewer will ask whether the evidence actually warrants the generalization and whether uncertainty is handled honestly. Where the work is quantitative, Language now expects properly specified models (typically mixed-effects models in R) rather than by-subject t-tests or raw counts; where it is analytic, it expects the pattern to be demonstrable from the glossed data. This skill stress-tests the analysis chain in the idiom of your work.

What this skill does

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

When to invoke it: Use when planning or auditing the analysis of a Language (LSA) manuscript so the evidence credibly supports the theoretical claim. Covers quantitative modeling (mixed-effects in R), phonetic measurement, corpus statistics, and the analytic trail from glossed data or judgments to the generalization.

Who uses this skill

The Lang Data Analysis 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 174,000+ 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/lang-data-analysis
curl -L https://claudskills.com/skills/lang-data-analysis/SKILL.md \
  -o ~/.claude/skills/lang-data-analysis/SKILL.md

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

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

Telegram

📱 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 Lang Data Analysis Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/lang-data-analysis/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Lang Data Analysis skill do?
Use when planning or auditing the analysis of a Language (LSA) manuscript so the evidence credibly supports the theoretical claim. Covers quantitative modeling (mixed-effects in R), phonetic measurement, corpus statistics, and the analytic trail from glossed data or judgments to the generalization. Improves the analysis chain; it does not fabricate results.
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 Lang Data Analysis skill?
Use Lang Data Analysis when your Claude Code task falls under the Science & Research category — specifically in the data science research 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 Lang Data Analysis" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Lang 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. Lang Data Analysis 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/.

Attribution & license

Cite this skill

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

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

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