Eer Replication Package
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when assembling the data and code deposit for a European Economic Review (EER) manuscript under Elsevier's mandatory replication policy.
Agent skill
Aer Replication
by brycewang-stanford in brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA…
Install Aer Replication
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-replication -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-replication --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-replication .claude/skills/aer-replication && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "aer-replication" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-replication into .claude/skills/aer-replication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-replication", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-replicationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-replication -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-replication --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-replication .agents/skills/aer-replication && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aer-replication" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-replication into .agents/skills/aer-replication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-replication", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-replication -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-replication --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-replication .cursor/skills/aer-replication && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "aer-replication" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-replication into .cursor/skills/aer-replication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-replication", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git --path skills/50-brycewang-aer-skills/skills/aer-replication--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-replication -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-replication --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-replication .gemini/skills/aer-replication && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "aer-replication" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-replication into .gemini/skills/aer-replication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-replication", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-replicationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-replication -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-replication .github/skills/aer-replication && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "aer-replication" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-replication into .github/skills/aer-replication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-replication", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-replication -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-replication --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-replication .opencode/skills/aer-replication && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "aer-replication" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-replication into .opencode/skills/aer-replication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-replication", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
aer-replication- GitHub stars
- 4.6k
- Used in
- 1 other repo
- Token cost
- ~2.8k tokens
- SKILL.md length
- 1,229 words
- Files
- 3 (incl. references)
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
A skill your agent uses when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA…
- Works in 7 steps: Overview → Data Availability and Provenance Statement → Dataset List → …
- Assembling the AEA Data and Code Availability deposit for an AER
- SKILL.md covers Overview, When to Use, Current AEA Data and Code… and Repository Structure, plus 9 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Aer Replication is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Use when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA Data Editor review. Implements the current AEA policy, including the February 2026 Data and Code Availability Policy.
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/aea-package-checklist.md`).
It sits in Research & Science, covering Econometrics and empirical research, Database administration and Technical documentation. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI…
When your agent uses it
- Assembling the AEA Data and Code Availability deposit for an AER
- Writing the README
- Auditing a replication package before the AEA Data Editor review
Example prompts
- “/aer-replication”
Requirements
- Python 3
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Overview
- Data Availability and Provenance Statement
- Dataset List
- Computational Requirements
- Description of Programs / Code
- Instructions to Replicators
- List of Tables and Programs
What it can do on your machine
Read from SKILL.md and the folder at commit 9fa87d8. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
openicpsr.org
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Aer Replication loads about 2.8k tokens when it runs, and up to ~6.1k if it reads all its reference files. Until then it costs about 78 tokens; SKILL.md has 1,229 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,229 words (~2,816 tokens).
“Prior to acceptance, every empirical, simulation, or experimental paper submitted to an AEA journal must provide data, code, and a complete README sufficient for an independent researcher to reproduce every reported result. The AEA Data Editor's Office now performs a…”
- name
- aer-replication
Files
SKILL.md and 2 other files (references) in skills/50-brycewang-aer-skills/skills/aer-replication of brycewang-stanford/Auto-Empirical-Research-Skills.
- SKILL.md
- agents/openai.yaml
- references/aea-package-checklist.md
Open the folder on GitHubat commit 9fa87d8
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in brycewang-stanford/Auto-Empirical-Research-Skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Aer Replication next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Aer Replication this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | 1 repos | ~2.8k | Automated safety check: Pass | Custom licence | |
| Eer Replication Packagebrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Mw Replicationfranklee16/academic-research-skills | 223 | 1 repos | ~1.7k | Automated safety check: Pass | None | |
| Qe Replication And Data Policyfranklee16/academic-research-skills | 223 | 1 repos | ~1.2k | Automated safety check: Pass | None | |
| Jle Replication Packagebrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Jape Replication And Data Policyfranklee16/academic-research-skills | 223 | 1 repos | ~671 | Automated safety check: Pass | None |
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A skill your agent uses to assemble a Quantitative Economics (QE) replication package that passes the Econometric Society Data Editor's pre-acceptance reproducibility check — raw data, code…
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Jape Replication And Data Policy
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A skill your agent uses when assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme, the programs that replicate…
Referee2
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Systematic audit and review by Referee 2. An agent skill from scunning1975/MixtapeTools.
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Related
Categories
Questions about Aer Replication
What does Aer Replication do?
A skill your agent uses when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA…. Aer Replication is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Use when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA Data Editor review.
When should I use Aer Replication?
Aer Replication fits situations like: assembling the AEA Data and Code Availability deposit for an AER; writing the README; auditing a replication package before the AEA Data Editor review.
How do I install Aer Replication in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-replication -a claude-code`. Or copy the skill folder (skills/50-brycewang-aer-skills/skills/aer-replication in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/aer-replication in your project. Claude Code loads it when a task matches its description.
How do I install Aer Replication in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-replication -a codex`. Or copy the skill folder (skills/50-brycewang-aer-skills/skills/aer-replication in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/aer-replication in your project. Codex loads it when a task matches its description.
Can I use Aer Replication in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-replication -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aer-replication, .gemini/skills/aer-replication, .github/skills/aer-replication and .opencode/skills/aer-replication in your project.
What does Aer Replication need to run?
SKILL.md names no scripts, command-line tools or credentials: Aer Replication is instructions for the agent only. Our summary lists: Python 3.
Does Aer Replication access the network?
SKILL.md names 1 domain. As links in the text: openicpsr.org. This is read from the text; nothing was executed.
Is Aer Replication safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Aer Replication use?
Aer Replication has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Aer Replication use?
About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.3k tokens, read only when the agent opens those files.
What are the alternatives to Aer Replication?
Skills that share tags, products or a category with Aer Replication: Eer Replication Package (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Mw Replication (franklee16/academic-research-skills, 223 stars), Qe Replication And Data Policy (franklee16/academic-research-skills, 223 stars) and Jle Replication Package (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aer Replication?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on October 5, 2026.
Source: brycewang-stanford/Auto-Empirical-Research-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.