Agent skill · Data & Analytics

worlddev-replication-package

Use when preparing the data/code or qualitative-transparency materials for a World Development (WD) manuscript under Elsevier's research-data policy and double-anonymized review. Assembles the package; it does not invent evidence or citations.

brycew6m4,252★ · +31/wk · 3 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill worlddev-replication-package --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: World-Development-Skills/skills/worlddev-replication-package/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 & Transparency Package (worlddev-replication-package) ## When to trigger - The paper is empirical and there is no data-availability statement or no organized code - Sensitive development data (household surveys, conflict locations, vulnerable informants) cannot be posted as-is - A qualitative paper has no plan for transparency — readers cannot see how evidence became claims - The data-availability statement risks **de-anonymizing** the authors during double-anonymized review - Reviewers or the editor request materials and the project is not reproducible end to end ## WD's transparency posture WD follows **Elsevier's research-data policy**: authors are asked to state data availability and are encouraged to share data and code, with deposit in a recognized repository as best practice (检索于 2026-06;以官网为准). WD is not a journal with a mandatory pre-acceptance reproducibility audit on the model of the AEA or the Econometric Society — but the expectation of transparency is real and rising, and referees increasingly ask for it. Two features make WD distinctive: 1. **Double-anonymized review** creates a real tension: a data-availability statement, a repository link, or an ackno

What's inside
Steps it walks through
  1. When to trigger
  2. WD's transparency posture
  3. Quantitative package
  4. Qualitative transparency package
  5. Mixed-methods
  6. Checklist
  7. Anti-patterns
  8. Output format
More from Awesome-Journal-Skills
All skills →
About this skill
What does the worlddev-replication-package skill do?

Use when preparing the data/code or qualitative-transparency materials for a World Development (WD) manuscript under Elsevier's research-data policy and double-anonymized review. Assembles the package; it does not invent evidence or citations.

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill worlddev-replication-package --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