Agent skill

Jbes Data Analysis

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when building the Monte Carlo evidence and the substantive empirical application for a Journal of Business & Economic Statistics (JBES) methods paper.

No licenceAuto-check passedData & Analytics

Install Jbes Data Analysis

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jbes-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-Business-and-Economic-Statistics-Skills/skills/jbes-data-analysis .claude/skills/jbes-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
jbes-data-analysis
GitHub stars
223
Used in
1 other repo
Token cost
~836 tokens
SKILL.md length
349 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when building the Monte Carlo evidence and the substantive empirical application for a Journal of Business & Economic Statistics (JBES) methods paper.

  • Tasks that involve Data analysis
  • SKILL.md covers When to trigger, Why this matters at JBES, Monte Carlo design and The empirical application, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Statistics

What it does

Jbes Data Analysis is an agent skill from franklee16/academic-research-skills. Use when building the Monte Carlo evidence and the substantive empirical application for a Journal of Business & Economic Statistics (JBES) methods paper. Designs and audits the simulation study and the real-data analysis; it does not derive the asymptotic theory (see jbes-identification-strategy).

Its SKILL.md is about 840 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 and Statistics. 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

  • Tasks that involve Data analysis
  • Tasks that involve Statistics

Example prompts

  • “/jbes-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

Jbes Data Analysis loads about 836 tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 349 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~80
When it runs · the whole SKILL.md, loaded when a task matches
~836

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 349 words (~836 tokens).

“JBES is a methods-with-empirics journal: a contribution is incomplete without finite-sample evidence and a substantive empirical application in microeconomics, macroeconomics, business, or finance. The simulation study is how you demonstrate the asymptotics bite at realistic sample sizes; the application is…”

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

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Business-and-Economic-Statistics-Skills/skills/jbes-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

Jbes 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.

Jbes Data Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jbes Data Analysis this skillfranklee16/academic-research-skills2231 repos~836Automated safety check: PassNone
MatlabzLanqing/codex-claude-academic-skills4.7k8 repos~2.3kAutomated safety check: NotesGPL-3.0
Eqtl Catalogue Region FetchClawBio/ClawBio1.2k1 repos~4.7kAutomated safety check: PassMIT
CSV Data Analysis5zjk5/prompt-engineering127—~2.6kAutomated safety check: PassNone
Meridian MMM Model Buildinggoogle/meridian1.6k—~2.5kAutomated safety check: PassApache-2.0
Gwas Catalog Region FetchClawBio/ClawBio1.2k1 repos~3.5kAutomated safety check: PassMIT

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Questions about Jbes Data Analysis

What does Jbes Data Analysis do?

A skill your agent uses when building the Monte Carlo evidence and the substantive empirical application for a Journal of Business & Economic Statistics (JBES) methods paper. Jbes Data Analysis is an agent skill from franklee16/academic-research-skills. Use when building the Monte Carlo evidence and the substantive empirical application for a Journal of Business & Economic Statistics (JBES) methods paper.

When should I use Jbes Data Analysis?

Jbes Data Analysis fits situations like: tasks that involve Data analysis; tasks that involve Statistics.

How do I install Jbes Data Analysis in Claude Code?

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

How do I install Jbes Data Analysis in Codex?

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

Can I use Jbes 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 jbes-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/jbes-data-analysis, .gemini/skills/jbes-data-analysis, .github/skills/jbes-data-analysis and .opencode/skills/jbes-data-analysis in your project.

What does Jbes Data Analysis need to run?

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

Does Jbes 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 Jbes 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 Jbes Data Analysis use?

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

How many tokens does Jbes Data Analysis use?

About 836 tokens (SKILL.md is roughly 3.3k 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 Jbes Data Analysis?

Skills that share tags, products or a category with Jbes Data Analysis: Matlab (zLanqing/codex-claude-academic-skills, 4.7k stars), Eqtl Catalogue Region Fetch (ClawBio/ClawBio, 1.2k stars), CSV Data Analysis (5zjk5/prompt-engineering, 127 stars) and Meridian MMM Model Building (google/meridian, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jbes Data Analysis?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 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.