Agent skill

Restat Replication Package

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

Install Restat Replication Package

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill restat-replication-package -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills restat-replication-package --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package .claude/skills/restat-replication-package && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "restat-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package into .claude/skills/restat-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "restat-replication-package", 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

$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package

Type 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.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill restat-replication-package -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills restat-replication-package --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package .agents/skills/restat-replication-package && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "restat-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package into .agents/skills/restat-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "restat-replication-package", 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.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill restat-replication-package -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills restat-replication-package --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package .cursor/skills/restat-replication-package && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "restat-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package into .cursor/skills/restat-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "restat-replication-package", 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

$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill restat-replication-package -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills restat-replication-package --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package .gemini/skills/restat-replication-package && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "restat-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package into .gemini/skills/restat-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "restat-replication-package", 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.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills restat-replication-package

Installs 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).

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill restat-replication-package -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package .github/skills/restat-replication-package && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "restat-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package into .github/skills/restat-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "restat-replication-package", 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.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill restat-replication-package -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills restat-replication-package --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package .opencode/skills/restat-replication-package && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "restat-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package into .opencode/skills/restat-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "restat-replication-package", 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: restat-replication-package
GitHub stars: 1.2k
Token cost: ~1.2k tokens
SKILL.md length: 466 words
Files: 1
Skills in repo: 2,387
Repo updated: Sep 27, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Tasks that involve Econometrics and empirical research
SKILL.md covers When to trigger, The REStat data/code bar…, Package architecture (build it… and README contents (what permits…, plus 3 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
Tasks that involve Statistics

What it does

Restat Replication Package is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when assembling the data-and-code replication package for a The Review of Economics and Statistics (REStat) manuscript under the journal's Data and Code Availability Policy — the deposit to the REStat Harvard Dataverse with a README that permits replication. Builds the package; it does not run the primary analysis.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science, covering Econometrics and empirical research, Statistics and Database administration. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜覆盖主流期刊的… The licence is MIT.

When your agent uses it

Tasks that involve Econometrics and empirical research
Tasks that involve Statistics
Tasks that involve Database administration

Example prompts

“/restat-replication-package”

Requirements

Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. 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
No URLs in SKILL.md.
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

Restat Replication Package loads about 1.2k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 466 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~87
When it runs · the whole SKILL.md, loaded when a task matches: ~1.2k

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

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 466 words, ~1,225 tokens.

Download SKILL.mdSave it as .claude/skills/restat-replication-package/SKILL.md (or your agent's skills folder).

name: restat-replication-package
description: Use when assembling the data-and-code replication package for a The Review of Economics and Statistics (REStat) manuscript under the journal's Data and Code Availability Policy — the deposit to the REStat Harvard Dataverse with a README that permits replication. Builds the package; it does not run the primary analysis.

Replication Package & Data/Code Policy (restat-replication-package)

When to trigger

The paper is approaching acceptance and a data/code deposit will be required
You use proprietary or restricted data and must plan for the policy before paying the fee
A README, master script, or directory structure needs to be assembled
You are unsure what REStat's Data and Code Availability Policy actually requires

The REStat data/code bar (refreshed 2026-06-20; live-check the official policy page)

REStat operates a Data and Code Availability Policy for empirical papers. The signature features that distinguish REStat from its siblings:

Deposit to the REStat Harvard Dataverse (dataverse.harvard.edu/dataverse/restat) — REStat uses a proper Dataverse archive, NOT openICPSR (which the AEA journals use) and NOT the JAE Data Archive. Getting the repository right is a load-bearing REStat detail.
Post data and code, with documented README files, before publication. The goal is to provide enough information to permit replication of the results in the paper.
Proprietary / restricted data: indicate this at submission. When data cannot be posted, you must document the data and provide instructions for how other researchers can obtain it. Practical note: if your paper uses proprietary data, the journal asks you not to pay the submission fee until the editorial office confirms your data comply with the policy.
Policy generally applies to papers from volume 92 onward per the REStat Harvard Dataverse API description.

Package architecture (build it as you go)

restat-replication/
  README.(md|pdf)        # the heart of the deposit — see contents below
  data/
    raw/                 # source data (or access instructions if restricted)
    processed/           # built analysis files, regenerated by code
  code/
    00_run_all.do/.R/.py # one master script regenerating EVERY exhibit
    01_build.*           # raw → processed
    02_analysis.*        # processed → estimates
    03_exhibits.*        # estimates → tables/figures
  output/
    tables/  figures/    # exactly what appears in the paper + appendix

README contents (what permits replication)

Data availability statement: each dataset, its source, terms, and (if restricted) exact access instructions; flag proprietary data clearly.
Computational requirements: software + versions (Stata 18 MP / R 4.x / Python 3.x), packages with versions, OS, approximate run time and hardware.
Instructions: how to run 00_run_all from raw data to every table/figure; what each script produces.
Mapping: a table linking each exhibit number in the paper/appendix to the script and line that generates it.
Seeds: set and report seeds for any simulation / bootstrap / randomization inference.

Show full SKILL.md (149 more words)Show less

Checklist

Target archive confirmed: REStat Harvard Dataverse (not openICPSR, not JAE)
One master script regenerates every table and figure from raw (or processed) data
README has data-availability statement, computational requirements, run instructions, exhibit↔script map
Software/package versions pinned; seeds set and reported
Proprietary/restricted data flagged at submission; access instructions documented
(Proprietary data) submission fee not paid until editorial office confirms policy compliance
Every number in the paper traces to deposited code (consistency with restat-tables-figures)

Anti-patterns

Depositing to openICPSR or the JAE archive — REStat uses its own Harvard Dataverse
Treating the package as a post-acceptance chore — assemble it alongside the analysis
A README that lists files but gives no run instructions or exhibit↔script mapping
Unpinned package versions / unset seeds — results that will not reproduce
Discovering only at acceptance that proprietary data cannot be posted (declare at submission)
Paying the submission fee on a proprietary-data paper before compliance is confirmed

Output format

【Archive】REStat Harvard Dataverse confirmed? [Y/N]
【Master script】00_run_all regenerates all exhibits from data? [Y/N]
【README】availability stmt + compute reqs + instructions + exhibit↔script map? [Y/N]
【Versions/seeds】software+packages pinned; seeds set/reported? [Y/N]
【Proprietary data】flagged at submission; access instructions; fee held? [Y/N / n/a]
【Traceability】every paper number ← deposited code? [Y/N]
【Next step】restat-referee-strategy

Files

Just SKILL.md in Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Restat Replication Package 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.

Restat Replication Package compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Restat Replication Package this skillbrycewang-stanford/Awesome-Journal-Skills	1.2k	—	~1.2k	Automated safety check: Pass	MIT	12 days ago
Scholar Replicationjoshzyj/open-scholar-skill	168	—	~19k	Automated safety check: Pass	Custom licence	20 days ago
Referee2scunning1975/MixtapeTools	473	2 repos	~2.4k	Automated safety check: Pass	None	1 mo ago
Aer Replicationbrycewang-stanford/Auto-Empirical-Research-Skills	4.5k	1 repos	~2.8k	Automated safety check: Pass	Custom licence	3 days ago
Audit Replicationbrycewang-stanford/Auto-Empirical-Research-Skills	4.5k	—	~984	Automated safety check: Notes	Custom licence	3 days ago
Data Depositbrycewang-stanford/Auto-Empirical-Research-Skills	4.5k	—	~1.2k	Automated safety check: Notes	Custom licence	3 days ago

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Questions about Restat Replication Package

What does Restat Replication Package do?

A skill your agent uses when assembling the data-and-code replication package for a The Review of Economics and Statistics (REStat) manuscript under the journal's Data and Code Availability Policy —…. Restat Replication Package is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when assembling the data-and-code replication package for a The Review of Economics and Statistics (REStat) manuscript under the journal's Data and Code Availability Policy — the deposit to the REStat Harvard Dataverse with a README that permits replication.

When should I use Restat Replication Package?

Restat Replication Package fits situations like: tasks that involve Econometrics and empirical research; tasks that involve Statistics; tasks that involve Database administration.

How do I install Restat Replication Package in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill restat-replication-package -a claude-code`. Or copy the skill folder (Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/restat-replication-package in your project. Claude Code loads it when a task matches its description.

How do I install Restat Replication Package in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill restat-replication-package -a codex`. Or copy the skill folder (Review-of-Economics-and-Statistics-Skills/skills/restat-replication-package in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/restat-replication-package in your project. Codex loads it when a task matches its description.

Can I use Restat Replication Package 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/Awesome-Journal-Skills --skill restat-replication-package -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/restat-replication-package, .gemini/skills/restat-replication-package, .github/skills/restat-replication-package and .opencode/skills/restat-replication-package in your project.

What does Restat Replication Package need to run?

SKILL.md names no scripts, command-line tools or credentials: Restat Replication Package is instructions for the agent only. Our summary lists: Python 3.

Does Restat Replication Package access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Restat Replication Package 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 Restat Replication Package use?

Restat Replication Package is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Restat Replication Package use?

About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Restat Replication Package?

Skills that share tags, products or a category with Restat Replication Package: Scholar Replication (joshzyj/open-scholar-skill, 168 stars), Referee2 (scunning1975/MixtapeTools, 473 stars), Aer Replication (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars) and Audit Replication (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Restat Replication Package?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Restat Replication Package

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Replication Package & Data/Code Policy (restat-replication-package)

When to trigger

The REStat data/code bar (refreshed 2026-06-20; live-check the official policy page)

Package architecture (build it as you go)

README contents (what permits replication)

Checklist

Anti-patterns

Output format

Files

Compare with similar skills

Similar skills

More from brycewang-stanford/Awesome-Journal-Skills

Related

Questions about Restat Replication Package