Agent skill · Data & Analytics

jeg-replication-and-data-policy

Use when preparing Journal of Economic Growth (JEG) data availability statements, replication code, calibration files, digitized historical sources, GIS layers, and Springer Nature research-data documentation for empirical, quantitative, or theoretical growth and comparative-development papers.

brycew6m4,252★ · +31/wk · 3 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeg-replication-and-data-policy --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 5 KB
Bundled scripts: none
Path: Journal-of-Economic-Growth-Skills/skills/jeg-replication-and-data-policy/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 909 · +31 this week
Language: Stata
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Replication & Data Policy (jeg-replication-and-data-policy) ## When to trigger - The paper uses empirical growth data, historical data, simulations, or calibration code - You need a Data Availability Statement for Springer Nature - Data are public, proprietary, restricted, or author-constructed ## Policy stance JEG follows Springer Nature research-data policy: original research articles need a Data Availability Statement. A journal-specific mandatory data editor or code archive was not confirmed in the source map, but reproducible materials are still expected for credible growth work. ## Package checklist - Data README with sources, access dates, licenses, and restrictions. - Code pipeline that regenerates tables and figures. - Calibration file listing parameter values and sources. - Public repository or DOI for shareable data/code when allowed. - Restricted-data instructions and contact/access procedure when data cannot be redistributed. ## Growth package layout Use a structure that separates empirical and model artifacts: ```text replication/ README.md data_sources.md code/ calibration/ output_tables/ output_figures/ manuscript_map.md ``` `manuscript_map.md` should list each ta

What's inside
Steps it walks through
  1. When to trigger
  2. Policy stance
  3. Package checklist
  4. Growth package layout
  5. Calibration/data audit
  6. Historical and geospatial documentation duties
  7. Worked vignette — packaging a deep-roots paper
  8. Deposit decision rules
  9. Output format
More from Awesome-Journal-Skills
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About this skill
What does the jeg-replication-and-data-policy skill do?

Use when preparing Journal of Economic Growth (JEG) data availability statements, replication code, calibration files, digitized historical sources, GIS layers, and Springer Nature research-data documentation for empirical, quantitative, or theoretical growth and comparative-development papers.

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeg-replication-and-data-policy --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going