Agent skill

Joe Data Analysis

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when designing the Monte Carlo study and empirical illustration that demonstrate a Journal of Econometrics (JoE) method works in finite samples.

No licenceAuto-check passedData & Analytics

Install Joe Data Analysis

skills CLI
$ npx skills add franklee16/academic-research-skills --skill joe-data-analysis -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills joe-data-analysis --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-data-analysis .claude/skills/joe-data-analysis && 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
joe-data-analysis
GitHub stars
223
Used in
1 other repo
Token cost
~933 tokens
SKILL.md length
412 words
Files
1
Skills in repo
1,616
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when designing the Monte Carlo study and empirical illustration that demonstrate a Journal of Econometrics (JoE) method works in finite samples.

  • Designing the Monte Carlo study and empirical illustration that demonstrate a Journal of Econometrics (JoE) method works in finite samples
  • SKILL.md covers When to trigger, What "data analysis" means at…, Monte Carlo design and Empirical illustration, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Data analysis

What it does

Joe Data Analysis is an agent skill from franklee16/academic-research-skills. Use when designing the Monte Carlo study and empirical illustration that demonstrate a Journal of Econometrics (JoE) method works in finite samples. Covers size/power simulation design, DGP stress tests, and the role of the applied illustration relative to the theory.

Its SKILL.md is about 930 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 Data & Analytics, covering Data analysis, Load testing and Econometrics and empirical research. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Designing the Monte Carlo study and empirical illustration that demonstrate a Journal of Econometrics (JoE) method works in finite samples
  • Tasks that involve Data analysis
  • Tasks that involve Load testing

Example prompts

  • “/joe-data-analysis”

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. 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.

    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

Joe Data Analysis loads about 933 tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 412 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~933

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 412 words (~933 tokens).

“At the Journal of Econometrics the empirical work serves the method, not the other way around. A theorem describes behavior as $n\to\infty$; the Monte Carlo shows the asymptotics bite at realistic sample sizes, and the empirical illustration shows the method…”

— opening of SKILL.md by franklee16
name
joe-data-analysis

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-data-analysis of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Joe Data Analysis 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.

Joe Data Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Joe Data Analysis this skillfranklee16/academic-research-skills2231 repos~933Automated safety check: PassNone
Jams Methodsbrycewang-stanford/Awesome-Journal-Skills1.2k—~2.3kAutomated safety check: PassMIT
Jmis Data Analysisbrycewang-stanford/Awesome-Journal-Skills1.2k—~2.5kAutomated safety check: PassMIT
Statsbrycewang-stanford/Auto-Empirical-Research-Skills4.5k—~2kAutomated safety check: PassCustom licence
Analyzebrycewang-stanford/Auto-Empirical-Research-Skills4.5k—~2.2kAutomated safety check: NotesCustom licence
Jams Data Analysisbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.9kAutomated safety check: PassMIT

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Questions about Joe Data Analysis

What does Joe Data Analysis do?

A skill your agent uses when designing the Monte Carlo study and empirical illustration that demonstrate a Journal of Econometrics (JoE) method works in finite samples. Joe Data Analysis is an agent skill from franklee16/academic-research-skills. Use when designing the Monte Carlo study and empirical illustration that demonstrate a Journal of Econometrics (JoE) method works in finite samples.

When should I use Joe Data Analysis?

Joe Data Analysis fits situations like: designing the Monte Carlo study and empirical illustration that demonstrate a Journal of Econometrics (JoE) method works in finite samples; tasks that involve Data analysis; tasks that involve Load testing.

How do I install Joe Data Analysis in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill joe-data-analysis -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-data-analysis in franklee16/academic-research-skills) into .claude/skills/joe-data-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Joe Data Analysis in Codex?

Run `npx skills add franklee16/academic-research-skills --skill joe-data-analysis -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-data-analysis in franklee16/academic-research-skills) into .agents/skills/joe-data-analysis in your project. Codex loads it when a task matches its description.

Can I use Joe Data Analysis 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 franklee16/academic-research-skills --skill joe-data-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/joe-data-analysis, .gemini/skills/joe-data-analysis, .github/skills/joe-data-analysis and .opencode/skills/joe-data-analysis in your project.

What does Joe Data Analysis need to run?

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

Does Joe Data Analysis 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 Joe Data Analysis 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 Joe Data Analysis use?

No licence was found for Joe Data Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Joe Data Analysis use?

About 933 tokens (SKILL.md is roughly 3.7k 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 Joe Data Analysis?

Skills that share tags, products or a category with Joe Data Analysis: Jams Methods (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Jmis Data Analysis (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Stats (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars) and Analyze (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Joe Data Analysis?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-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.