Agent skill · Data & Analytics

ecopol-replication-package

Use when assembling the data, code, and verification materials for an Economic Policy (EP) manuscript so results are accessible and replicable to the journal's standard. Builds the verification-ready package; it does not invent evidence or citations.

brycew6m878★ · +32/wk · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ecopol-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: Economic-Policy-Skills/skills/ecopol-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 (ecopol-replication-package) ## When to trigger - Empirical, experimental, or simulation results need to be made accessible and replicable - Code is scattered across machines with hard-coded paths and no master script - Data are restricted/proprietary and you need a verification plan that still works - The Managing Editor / production process will ask for the datasets and programs underlying the figures - You want the package ready before the conference so a discussant can probe a number on the spot ## EP's data standard: accessible and replicable, verified by the journal EP's guidance is that **"all empirical, experimental and simulation results should, where possible, be accessible and replicable,"** and authors submit the datasets, programs, and sources for the journal to verify and publish alongside the article (检索于 2026-06;以官网为准). EP does not (as of this writing) run the AEA-style mandatory pre-acceptance Data Editor audit that AEJ:EP / QE use, so the bar is "where possible" rather than universal — but a paper feeding a policy recommendation lives or dies on whether its central number can be reproduced. Build the package as if a skeptical discussant will

What's inside
Steps it walks through
  1. When to trigger
  2. EP's data standard: accessible and replicable, verified by the journal
  3. What goes in the package
  4. Handling restricted policy data
  5. Craft moves
  6. Checklist
  7. Anti-patterns
  8. Output format
More from Awesome-Journal-Skills
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About this skill
What does the ecopol-replication-package skill do?

Use when assembling the data, code, and verification materials for an Economic Policy (EP) manuscript so results are accessible and replicable to the journal's standard. Builds the verification-ready package; it does not invent evidence or citations.

How do I install it?

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