Agent skill · Data & Analytics

aejmic-replication-package

Use when assembling the proof appendix and any code/data deposit for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript under the AEA Data and Code Availability Policy. Covers proof appendices for pure theory plus numerical/structural/experimental code; it does not run your estimation.

brycew6m878★ · +32/wk · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmic-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: AEJ-Microeconomics-Skills/skills/aejmic-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: Proofs + Code (aejmic-replication-package) For AEJ: Micro the "replication package" has **two faces**: the **proof appendix** that makes every theory claim verifiable, and, for any paper with **data, code, experiments, or numerical results**, an AEA Data and Code Repository deposit. Pure-theory papers still deposit any **numerical/simulation code** used to generate examples or figures. ## When to trigger - Proofs are scattered, abbreviated, or rely on "it can be shown" - The paper has numerical examples, simulations, structural estimation, or an experiment with no deposit prepared - You are preparing for the AEA Data Editor check (administered before publication) - A referee or editor flags reproducibility ## The proof appendix (every AEJ: Micro paper) - **Self-contained proofs of all stated results.** Key proofs belong in the paper (main text or appendix); do not exile a load-bearing proof to supplementary material. - **Lemma scaffolding:** state and prove auxiliary lemmas before the main theorem; reference them precisely. - **Verify, do not assert:** no "it can be shown that" for a claim the result depends on; complete the argument or cite a precise source.

What's inside
Steps it walks through
  1. When to trigger
  2. The proof appendix (every AEJ: Micro paper)
  3. Code / data deposit (papers with data, code, experiments, or numerical results)
  4. Checklist
  5. Anti-patterns
  6. Worked vignette (illustrative)
  7. Output format
  8. Supplementary resources
More from Awesome-Journal-Skills
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About this skill
What does the aejmic-replication-package skill do?

Use when assembling the proof appendix and any code/data deposit for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript under the AEA Data and Code Availability Policy. Covers proof appendices for pure theory plus numerical/structural/experimental code; it does not run your estimation.

How do I install it?

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