aej-applied-economics-skills

aej-applied-economics-skills is a plugin for Claude Code from brycewang-stanford/Awesome-Journal-Skills. Its manifest loads nothing; the 12 skills it bundles cost 0 tokens per session together, scanned A, original, MIT.

A collection of coding-agent skills for preparing manuscripts for the American Economic Journal: Applied Economics, a journal for empirical research on applied economic questions. It covers stages such as choosing a topic, building a causal argument, checking results, writing, submitting, and preparing replication materials.

In plain words
What is it for?
Use it to route manuscript work across research design, literature positioning, robustness checks, writing, referee strategy, submission preparation, and data-and-code packaging. The input does not establish that it performs the analyses itself.
Why use it?
It brings several journal-specific tasks into one workflow instead of requiring separate guidance for each stage. It is intended for work using common research languages such as Stata, R, and Python.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Good fit Use it to route manuscript work across research design, literature positioning, robustness checks, writing, referee strategy, submission preparation, and data-and-code packaging. The input does not establish that it performs the analyses itself.

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Install in Claude Code
/plugin marketplace add brycewang-stanford/Awesome-Journal-Skills
/plugin install aej-applied-economics-skills
About the project

Awesome Journal Skills is a collection of agent skill packs tailored to hundreds of academic journals across fields including economics, social science, medicine, science, and engineering. Researchers use the packs for tasks such as choosing topics, designing empirical strategies, preparing tables and figures, submitting papers, and responding to reviewers. The catalogue entries are the project's journal-specific skills and related plugins.

brycewang-stanford/Awesome-Journal-Skills · 1,259 stars · on GitHub · copaper.ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for aej-applied-economics-skills

README.md
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Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for aej-applied-economics-skills

Your own site · 80×15
<a href="https://agentmods.dev/plugins/brycewang-stanford/awesome-journal-skills/aej-applied-economics-skills"><img src="https://agentmods.dev/badge/plugins/brycewang-stanford/awesome-journal-skills/aej-applied-economics-skills.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 12 skills cost 0 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

aej-applied-economics-skills scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 20d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

AEJ-Applied-Economics-Skills/.claude-plugin/plugin.json · 27 lines

What it actually says

{
  "name": "aej-applied-economics-skills",
  "description": "Agent skill stack for manuscripts targeted at the American Economic Journal: Applied Economics (AEJ: Applied) — the American Economic Association's quarterly journal for empirical applied microeconomics with credible causal identification, spanning labor, development, health, education, public, urban, environmental, and household finance. Covers AEJ: Applied's distinctive process: double-blind review through the AEA online submission system, a modest member submission fee with nonmember surcharge, required JEL codes, and the signature AEA Data and Code Availability Policy administered by the AEA Data Editor (Lars Vilhuber) under which accepted papers deposit data and code to the AEA Data and Code Repository on openICPSR and are verified for reproducibility before publication. Twelve role skills span workflow routing, topic selection, literature positioning, identification, theory/model interpretation, robustness, tables and figures, writing style, the replication package, referee strategy, submission preflight, and the R&R rebuttal. Bilingual en / zh-CN docs; Stata / R / Python conventions for applied-micro causal work.",
  "version": "1.1.0",
  "author": {
    "name": "Bryce Wang",
    "email": "[email protected]"
  },
  "license": "MIT",
  "homepage": "https://github.com/brycewang-stanford/awesome-journal-skills",
  "repository": "https://github.com/brycewang-stanford/awesome-journal-skills",
  "keywords": [
    "applied-economics",
    "aej-applied",
    "american-economic-association",
    "applied-microeconomics",
    "causal-identification",
    "difference-in-differences",
    "randomized-controlled-trial",
    "aea-data-editor",
    "reproducibility",
    "openicpsr",
    "double-blind-review",
    "academic-writing"
  ]
}
Files

What ships with it

1 file beside plugin.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 20d ago Changed c7c258eff77f
  2. 1mo ago First seen · 27 lines scan A 31094379e783

Subscribe to this mod's changes

aej-applied-economics-skills is a plugin published in the GitHub repository brycewang-stanford/Awesome-Journal-Skills (1,259 stars, last pushed 19d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-15.