Clean and reshape Qualtrics conjoint exports to analysis-ready long format.

Custom licenceAuto-check passedDocuments & Office

Install Conjoint Cleaning

skills CLI
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill conjoint-cleaning -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills conjoint-cleaning --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/54-scdenney-open-science-skills/skills/conjoint-cleaning .claude/skills/conjoint-cleaning && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
conjoint-cleaning
GitHub stars
4.6k
Token cost
~4.5k tokens
SKILL.md length
2,091 words
Files
1
Skills in repo
383
Repo updated
First seen
Licence
Custom licence

At a glance

Clean and reshape Qualtrics conjoint exports to analysis-ready long format.

  • Works in 10 steps: Qualtrics Export Settings and Metadata → Qualtrics Conjoint Implementation Methods → Existing R Packages for Conjoint Data… → …
  • Documents & Office work in your project
  • SKILL.md covers Instructions and Quality Checks
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Conjoint Cleaning is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Clean and reshape Qualtrics conjoint exports to analysis-ready long format.

Its SKILL.md is about 4.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Documents & Office. It works with JavaScript. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI…

When your agent uses it

  • Documents & Office work in your project

Example prompts

  • “/conjoint-cleaning”

Workflow steps

10 steps, taken from the step headings in SKILL.md.

  1. Qualtrics Export Settings and Metadata
  2. Qualtrics Conjoint Implementation Methods
  3. Existing R Packages for Conjoint Data Import
  4. Manual Wide-to-Long Reshaping
  5. Choice Variable Mapping
  6. Ratings and Secondary DVs
  7. Attribute-Level Translation and Factor Ordering
  8. Pilot and Data Quality Diagnostics
  9. Subgroup Variables
  10. Output Format and Package Compatibility

What it can do on your machine

Read from SKILL.md and the folder at commit 9fa87d8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are r).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Conjoint Cleaning loads about 4.5k tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 2,091 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~23
When it runs · the whole SKILL.md, loaded when a task matches
~4.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 2,091 words (~4,497 tokens).

“Export format: When exporting from Qualtrics, select "Use choice text" (not "Use numeric values") so that attribute levels appear as human-readable labels. If working with non-Latin scripts (Chinese, Korean, Arabic), export as XLSX rather than CSV to avoid UTF-8/ANSI encoding…”

— opening of SKILL.md by brycewang-stanford, Custom licence
name
conjoint-cleaning
argument-hint
[describe your Qualtrics export or paste data sample]

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/54-scdenney-open-science-skills/skills/conjoint-cleaning of brycewang-stanford/Auto-Empirical-Research-Skills.

Open the folder on GitHubat commit 9fa87d8

Compare with similar skills

Conjoint Cleaning next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Conjoint Cleaning compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Conjoint Cleaning this skillbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~4.5kAutomated safety check: PassCustom licence
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HTML To Bento Slidesmucsbr/ppt-agent-workflow-san645—~1.6kAutomated safety check: PassNone
Jjtheowenyoung/home115—~2.5kAutomated safety check: PassNone
Write Documentdigital-go-jp/design-system-example-components-html115—~3.1kAutomated safety check: PassMIT
Md To DOCXgithub/awesome-copilot40k1 repos~688Automated safety check: PassMIT

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Works with

Questions about Conjoint Cleaning

What does Conjoint Cleaning do?

Clean and reshape Qualtrics conjoint exports to analysis-ready long format. Conjoint Cleaning is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Clean and reshape Qualtrics conjoint exports to analysis-ready long format.

When should I use Conjoint Cleaning?

Conjoint Cleaning fits situations like: documents & Office work in your project.

How do I install Conjoint Cleaning in Claude Code?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill conjoint-cleaning -a claude-code`. Or copy the skill folder (skills/54-scdenney-open-science-skills/skills/conjoint-cleaning in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/conjoint-cleaning in your project. Claude Code loads it when a task matches its description.

How do I install Conjoint Cleaning in Codex?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill conjoint-cleaning -a codex`. Or copy the skill folder (skills/54-scdenney-open-science-skills/skills/conjoint-cleaning in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/conjoint-cleaning in your project. Codex loads it when a task matches its description.

Can I use Conjoint Cleaning in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill conjoint-cleaning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/conjoint-cleaning, .gemini/skills/conjoint-cleaning, .github/skills/conjoint-cleaning and .opencode/skills/conjoint-cleaning in your project.

What does Conjoint Cleaning need to run?

SKILL.md names no scripts, command-line tools or credentials: Conjoint Cleaning is instructions for the agent only.

Does Conjoint Cleaning access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Conjoint Cleaning safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Conjoint Cleaning use?

Conjoint Cleaning has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Conjoint Cleaning use?

About 4.5k tokens (SKILL.md is roughly 18k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Conjoint Cleaning?

Skills that share tags, products or a category with Conjoint Cleaning: Jev SEO (AgriciDaniel/jev-seo, 543 stars), HTML To Bento Slides (mucsbr/ppt-agent-workflow-san, 645 stars), Jj (theowenyoung/home, 115 stars) and Write Document (digital-go-jp/design-system-example-components-html, 115 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Conjoint Cleaning?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on October 5, 2026.

Source: brycewang-stanford/Auto-Empirical-Research-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.