Agent skill

Restud Replication Package

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when assembling the data and code deposit for an accepted empirical The Review of Economic Studies (REStud) manuscript, writing the README, or auditing reproducibility before…

No licenceAuto-check passedResearch & Science

Install Restud Replication Package

skills CLI
$ npx skills add franklee16/academic-research-skills --skill restud-replication-package -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills restud-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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Review-of-Economic-Studies-Skills/skills/restud-replication-package .claude/skills/restud-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/

Facts

Skill name
restud-replication-package
GitHub stars
223
Used in
1 other repo
Token cost
~1.5k tokens
SKILL.md length
637 words
Files
1
Skills in repo
1,616
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when assembling the data and code deposit for an accepted empirical The Review of Economic Studies (REStud) manuscript, writing the README, or auditing reproducibility before…

  • Works in 7 steps: Overview — what the package does, which… → Data availability and provenance — for… → Dataset list — table: Filename |… → …
  • Assembling the data and code deposit for an accepted empirical The Review of Economic Studies (REStud) manuscript
  • SKILL.md covers When to trigger, REStud's actual data & code…, Repository structure and README required sections, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Restud Replication Package is an agent skill from franklee16/academic-research-skills. Use when assembling the data and code deposit for an accepted empirical The Review of Economic Studies (REStud) manuscript, writing the README, or auditing reproducibility before the journal's Data Editor runs the pre-publication reproducibility check. Builds a deposit-ready package; does not run the analysis. Verify the current REStud/OUP data policy on the official page.

Its SKILL.md is about 1.5k 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, Reproducible research and Technical documentation. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Assembling the data and code deposit for an accepted empirical The Review of Economic Studies (REStud) manuscript
  • Writing the README
  • Auditing reproducibility before the journals Data Editor runs the pre-publication reproducibility check

Example prompts

  • “/restud-replication-package”

Requirements

  • Python 3

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Overview — what the package does, which paper, software required.
  2. Data availability and provenance — for every dataset: source (URL/institution), citation, license/terms, date accessed, whether included…
  3. Dataset list — table: Filename | Description | Source | Notes.
  4. Computational requirements — OS, software versions, packages, runtime, peak memory.
  5. Description of programs — what each script does and the run order; name the master script.
  6. Instructions to replicators — literal step-by-step from a clean state.
  7. List of tables/figures → programs — map every published exhibit to the script and line that produces it (this is exactly what the Data…

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. 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):

    • restud.com

    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

Restud Replication Package loads about 1.5k tokens when it runs. Until then it costs about 101 tokens; SKILL.md has 637 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~101
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 637 words (~1,502 tokens).

“REStud has a Data Editor (Miklós Koren; verified 2026-05-30) and follows the AEA Data and Code Availability Standard (DCAS), the same standard the AEA journals and Econometric Society use. Its defining feature, which differs from journals that merely "encourage sharing"…”

— opening of SKILL.md by franklee16
name
restud-replication-package

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Review-of-Economic-Studies-Skills/skills/restud-replication-package of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

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 franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Restud 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.

Restud Replication Package compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Restud Replication Package this skillfranklee16/academic-research-skills2231 repos~1.5kAutomated safety check: PassNone
Aejpol Replication Packagebrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT
Aeri Replication Packagebrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Replication Packagepedrohcgs/claude-code-my-workflow1.6k—~2.8kAutomated safety check: NotesMIT
Aer Replicationbrycewang-stanford/Auto-Empirical-Research-Skills4.5k1 repos~2.8kAutomated safety check: PassCustom licence
Audit Reproducibilitypedrohcgs/claude-code-my-workflow1.6k—~6.4kAutomated safety check: NotesMIT

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Questions about Restud Replication Package

What does Restud Replication Package do?

A skill your agent uses when assembling the data and code deposit for an accepted empirical The Review of Economic Studies (REStud) manuscript, writing the README, or auditing reproducibility before…. Restud Replication Package is an agent skill from franklee16/academic-research-skills. Use when assembling the data and code deposit for an accepted empirical The Review of Economic Studies (REStud) manuscript, writing the README, or auditing reproducibility before the journal's Data Editor runs the pre-publication reproducibility check.

When should I use Restud Replication Package?

Restud Replication Package fits situations like: assembling the data and code deposit for an accepted empirical The Review of Economic Studies (REStud) manuscript; writing the README; auditing reproducibility before the journals Data Editor runs the pre-publication reproducibility check.

How do I install Restud Replication Package in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill restud-replication-package -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Review-of-Economic-Studies-Skills/skills/restud-replication-package in franklee16/academic-research-skills) into .claude/skills/restud-replication-package in your project. Claude Code loads it when a task matches its description.

How do I install Restud Replication Package in Codex?

Run `npx skills add franklee16/academic-research-skills --skill restud-replication-package -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Review-of-Economic-Studies-Skills/skills/restud-replication-package in franklee16/academic-research-skills) into .agents/skills/restud-replication-package in your project. Codex loads it when a task matches its description.

Can I use Restud 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 franklee16/academic-research-skills --skill restud-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/restud-replication-package, .gemini/skills/restud-replication-package, .github/skills/restud-replication-package and .opencode/skills/restud-replication-package in your project.

What does Restud Replication Package need to run?

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

Does Restud Replication Package access the network?

SKILL.md names 1 domain. As links in the text: restud.com. This is read from the text; nothing was executed.

Is Restud 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 Restud Replication Package use?

No licence was found for Restud Replication Package or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Restud Replication Package use?

About 1.5k tokens (SKILL.md is roughly 6k 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 Restud Replication Package?

Skills that share tags, products or a category with Restud Replication Package: Aejpol Replication Package (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Aeri Replication Package (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Replication Package (pedrohcgs/claude-code-my-workflow, 1.6k stars) and Aer 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 Restud Replication Package?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-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.