Agent skill · Data & Analytics

aeri-replication-package

Use when assembling the data and code deposit for an American Economic Review: Insights (AER: Insights) short-format manuscript to pass the AEA Data and Code Availability Policy and the AEA Data Editor's pre-publication reproducibility check. Builds the package and README; it does not run the analysis.

brycew6m878★ · +32/wk · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-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: AER-Insights-Skills/skills/aeri-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 Package — AEA Data Editor Ready (aeri-replication-package) ## When to trigger - A conditional accept is likely or in hand and the deposit is not assembled - Unsure what the AEA Data and Code Availability Policy requires - Results were produced ad hoc and cannot yet be regenerated by one script - Restricted/proprietary data raise an access question for the data editor ## The AEA reproducibility regime (检索于 2026-06;以官网为准) AER: Insights enforces the **AEA Data and Code Availability Policy**, administered by the **AEA Data Editor** (Lars Vilhuber). Before publication, authors deposit **data, code, and documentation sufficient to permit replication of every result in the paper and approved appendices** in the **AEA Data and Code Repository (openICPSR)**; the data editor's team **verifies reproducibility before the paper is published**. The short format does **not** shrink this requirement — the Supplemental Appendix results are in scope too. Build the package as you go, not after the conditional accept, because the verification step is a gate to publication. ## What the package must contain - **All code** to go from raw (or provided) data to every table, figure, and in-tex

What's inside
Steps it walks through
  1. When to trigger
  2. The AEA reproducibility regime (检索于 2026-06;以官网为准)
  3. What the package must contain
  4. Short-paper specifics
  5. Timing relative to the fast review
  6. Worked vignette (illustrative)
  7. Checklist
  8. Anti-patterns
  9. Output format
More from Awesome-Journal-Skills
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About this skill
What does the aeri-replication-package skill do?

Use when assembling the data and code deposit for an American Economic Review: Insights (AER: Insights) short-format manuscript to pass the AEA Data and Code Availability Policy and the AEA Data Editor's pre-publication reproducibility check. Builds the package and README; it does not run the analysis.

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-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