Agent skill

Jeea Replication Package

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when assembling the data and code replication package for a Journal of the European Economic Association (JEEA) manuscript so it clears the JEEA Data Editor's pre-acceptance…

MITAuto-check passedResearch & Science

Install Jeea Replication Package

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeea-replication-package -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jeea-replication-package --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/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-the-European-Economic-Association-Skills/skills/jeea-replication-package .claude/skills/jeea-replication-package && 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
jeea-replication-package
GitHub stars
1.2k
Token cost
~1.1k tokens
SKILL.md length
429 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when assembling the data and code replication package for a Journal of the European Economic Association (JEEA) manuscript so it clears the JEEA Data Editor's pre-acceptance…

  • Tasks that involve Econometrics and empirical research
  • SKILL.md covers When to trigger, The JEEA data & code bar…, Package structure and README must state, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jeea Replication Package is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when assembling the data and code replication package for a Journal of the European Economic Association (JEEA) manuscript so it clears the JEEA Data Editor's pre-acceptance verification under the DCAS standard. Builds the package and README; it does not run the analysis.

Its SKILL.md is about 1.1k 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 Research & Science, covering Econometrics and empirical research. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.

When your agent uses it

  • Tasks that involve Econometrics and empirical research

Example prompts

  • “/jeea-replication-package”

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. 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

Jeea Replication Package loads about 1.1k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 429 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~75
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

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

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 429 words, ~1,102 tokens.

Download SKILL.mdSave it as .claude/skills/jeea-replication-package/SKILL.md (or your agent's skills folder).
name
jeea-replication-package
description
Use when assembling the data and code replication package for a Journal of the European Economic Association (JEEA) manuscript so it clears the JEEA Data Editor's pre-acceptance verification under the DCAS standard. Builds the package and README; it does not run the analysis.

Replication Package (jeea-replication-package)

When to trigger

  • The paper has empirical, simulation, or experimental work and acceptance is in sight
  • A co-editor or the JEEA Data Editor asked for the data-and-code deposit
  • You want the package built before submission so the Data Editor check is painless
  • Results were produced ad hoc and you need a one-click reproduction path

The JEEA data & code bar (source map refreshed 2026-06-20)

JEEA endorses DCAS — the Data and Code Availability Standard — and applies it (since Feb 1, 2024). JEEA publishes empirical/simulation/experimental papers only if the data are clearly and precisely documented and readily available for replication; for accepted papers the authors must supply, before publication, the data, programs, and computation details sufficient to permit replication. The JEEA Data Editor (Maia Güell) runs a verification check, and an empirical paper can only be formally accepted after the Data Editor confirms the results replicate. Replication packages are posted publicly through the JEEA Community at Zenodo after the check. Build the package as you go — do not leave it to acceptance.

Package structure

replication/
  README.md            <- the map: data sources, software/versions, how to run, what each output is
  data/
    raw/               raw data (read-only) OR access instructions if restricted
    clean/             generated; rebuilt by code
  code/
    00_master.*        one script regenerates EVERY table and figure from raw data
    01_..09_*          ordered steps (clean → analyze → robustness → exhibits)
  output/
    tables/  figures/  generated outputs, named to match the paper

README must state

  • Data provenance and access: every source, with citation; for restricted/proprietary data, exact access instructions and any exemption/limited-access request (state at submission).
  • Software and versions: Stata/R/Python/Julia versions; pinned packages (renv.lock, requirements.txt/conda env, Project.toml); recorded Stata ssc/net versions.
  • How to run: the one master script, expected runtime, and hardware notes for long jobs.
  • Output map: which script produces which table/figure (named to match the paper exactly).
  • Seeds: set and reported for every simulation / bootstrap / randomization-inference step.
  • Partial-check scope: if any result cannot be fully reproduced (confidential data, huge compute), document exactly what the Data Editor can and cannot verify, and provide simplified/manageable versions plus summary outputs.
Show full SKILL.md (148 more words)Show less

Checklist

  • One master script regenerates all tables and figures from raw data
  • Software versions and packages pinned and recorded
  • Every seed set and reported (simulation / bootstrap / RI)
  • README maps each output to the script that produces it (paper-matching names)
  • Restricted data: access instructions + exemption/limited-access request stated at submission
  • Partial-check scope documented; simplified versions + summary outputs shipped where needed
  • Package ZIP readied for JEEA's online data submission platform and later Zenodo community deposit

Anti-patterns

  • Leaving the package to post-acceptance — the Data Editor check gates formal acceptance
  • A README that lists files but never says how to run them end-to-end
  • Unpinned package versions, so the Data Editor's run diverges from yours
  • Unset/unreported seeds, so simulation or bootstrap results do not reproduce
  • Output filenames that do not match the table/figure numbers in the paper
  • Hiding that a key result rests on confidential data instead of documenting the access path

Output format

【Master script】regenerates all exhibits from raw? [Y/N]
【Versions/seeds】pinned + reported? [Y/N]
【README output map】each table/figure → script? [Y/N]
【Restricted data】access + exemption stated? [Y/N or N/A]
【Partial-check scope】documented? [Y/N or N/A]
【Zenodo/DCAS】package readied for JEEA community? [Y/N]
【Next step】jeea-referee-strategy

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in Journal-of-the-European-Economic-Association-Skills/skills/jeea-replication-package of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Jeea Replication Package 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.

Jeea Replication Package compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
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Stata C Pluginsdylantmoore/stata-skill2911 repos~5.8kAutomated safety check: PassCustom licence
Example Datasetspymc-labs/CausalPy1.2k—~587Automated safety check: PassApache-2.0
Stata AuditSepineTam/mcp-for-stata264—~1.2kAutomated safety check: PassAGPL-3.0
Stata Skill Contributordylantmoore/stata-skill2911 repos~2.4kAutomated safety check: PassCustom licence

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Questions about Jeea Replication Package

What does Jeea Replication Package do?

A skill your agent uses when assembling the data and code replication package for a Journal of the European Economic Association (JEEA) manuscript so it clears the JEEA Data Editor's pre-acceptance…. Jeea Replication Package is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when assembling the data and code replication package for a Journal of the European Economic Association (JEEA) manuscript so it clears the JEEA Data Editor's pre-acceptance verification under the DCAS standard.

When should I use Jeea Replication Package?

Jeea Replication Package fits situations like: tasks that involve Econometrics and empirical research.

How do I install Jeea Replication Package in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeea-replication-package -a claude-code`. Or copy the skill folder (Journal-of-the-European-Economic-Association-Skills/skills/jeea-replication-package in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jeea-replication-package in your project. Claude Code loads it when a task matches its description.

How do I install Jeea Replication Package in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeea-replication-package -a codex`. Or copy the skill folder (Journal-of-the-European-Economic-Association-Skills/skills/jeea-replication-package in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jeea-replication-package in your project. Codex loads it when a task matches its description.

Can I use Jeea Replication Package 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/Awesome-Journal-Skills --skill jeea-replication-package -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jeea-replication-package, .gemini/skills/jeea-replication-package, .github/skills/jeea-replication-package and .opencode/skills/jeea-replication-package in your project.

What does Jeea Replication Package need to run?

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

Does Jeea Replication Package 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 Jeea Replication Package 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 Jeea Replication Package use?

Jeea Replication Package is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Jeea Replication Package use?

About 1.1k tokens (SKILL.md is roughly 4.4k 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 Jeea Replication Package?

Skills that share tags, products or a category with Jeea Replication Package: Stata (dylantmoore/stata-skill, 291 stars), Stata C Plugins (dylantmoore/stata-skill, 291 stars), Example Datasets (pymc-labs/CausalPy, 1.2k stars) and Stata Audit (SepineTam/mcp-for-stata, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jeea Replication Package?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

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