Scholar Replication
joshzyj/open-scholar-skill
Build, document, test, and validate a journal-ready replication package for social science research.
A skill your agent uses to prepare code and data materials for a Journal of Econometrics (JoE) submission under Elsevier's data-citation and availability norms, including reproducible Monte Carlo…
Install Joe Replication And Data Policy
$ npx skills add franklee16/academic-research-skills --skill joe-replication-and-data-policy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills joe-replication-and-data-policy --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy .claude/skills/joe-replication-and-data-policy && 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 "joe-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy into .claude/skills/joe-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-replication-and-data-policy", 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/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policyType 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 franklee16/academic-research-skills --skill joe-replication-and-data-policy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills joe-replication-and-data-policy --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy .agents/skills/joe-replication-and-data-policy && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "joe-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy into .agents/skills/joe-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-replication-and-data-policy", 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 franklee16/academic-research-skills --skill joe-replication-and-data-policy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills joe-replication-and-data-policy --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy .cursor/skills/joe-replication-and-data-policy && 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 "joe-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy into .cursor/skills/joe-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-replication-and-data-policy", 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/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy--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 franklee16/academic-research-skills --skill joe-replication-and-data-policy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills joe-replication-and-data-policy --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy .gemini/skills/joe-replication-and-data-policy && 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 "joe-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy into .gemini/skills/joe-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-replication-and-data-policy", 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 franklee16/academic-research-skills joe-replication-and-data-policyInstalls 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 franklee16/academic-research-skills --skill joe-replication-and-data-policy -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy .github/skills/joe-replication-and-data-policy && 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 "joe-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy into .github/skills/joe-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-replication-and-data-policy", 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 franklee16/academic-research-skills --skill joe-replication-and-data-policy -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills joe-replication-and-data-policy --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy .opencode/skills/joe-replication-and-data-policy && 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 "joe-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy into .opencode/skills/joe-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-replication-and-data-policy", 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
joe-replication-and-data-policy- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~986 tokens
- SKILL.md length
- 414 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses to prepare code and data materials for a Journal of Econometrics (JoE) submission under Elsevier's data-citation and availability norms, including reproducible Monte Carlo…
- Prepare code and data materials for a Journal of Econometrics (JoE) submission under Elseviers data-citation and availability norms
- SKILL.md covers When to trigger, What JoE actually requires…, Data citation (Elsevier… and Reproducible methodology…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Including reproducible Monte Carlo and the [dataset] reference tag
What it does
Joe Replication And Data Policy is an agent skill from franklee16/academic-research-skills. Use to prepare code and data materials for a Journal of Econometrics (JoE) submission under Elsevier's data-citation and availability norms, including reproducible Monte Carlo and the [dataset] reference tag. Reflects that JoE has no mandatory central replication archive — replication is encouraged, not universally mandated.
Its SKILL.md is about 990 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 Database administration, Econometrics and empirical research and Citation management. 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
- Prepare code and data materials for a Journal of Econometrics (JoE) submission under Elseviers data-citation and availability norms
- Including reproducible Monte Carlo and the [dataset] reference tag
Example prompts
- “/joe-replication-and-data-policy”
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
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
Joe Replication And Data Policy loads about 986 tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 414 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 414 words (~986 tokens).
“The Journal of Econometrics applies Elsevier's research-data policy: authors are encouraged to cite underlying datasets and to support a data availability statement. Crucially, JoE has not historically operated a mandatory, centrally-enforced public code/data archive for all empirical papers — unlike…”
- name
- joe-replication-and-data-policy
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy 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
Joe Replication And Data Policy 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 |
|---|---|---|---|---|---|---|
| Joe Replication And Data Policy this skillfranklee16/academic-research-skills | 223 | 1 repos | ~986 | Automated safety check: Pass | None | |
| Scholar Replicationjoshzyj/open-scholar-skill | 168 | — | ~19k | Automated safety check: Pass | Custom licence | |
| Rof Replication And Data Policybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Referee2scunning1975/MixtapeTools | 474 | 2 repos | ~2.4k | Automated safety check: Pass | None | |
| Ieee Paper ReaderCloudWave818/ieee-skills | 359 | — | ~591 | Automated safety check: Pass | MIT | |
| Aer Replicationbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | 1 repos | ~2.8k | Automated safety check: Pass | Custom licence |
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Categories
Questions about Joe Replication And Data Policy
What does Joe Replication And Data Policy do?
A skill your agent uses to prepare code and data materials for a Journal of Econometrics (JoE) submission under Elsevier's data-citation and availability norms, including reproducible Monte Carlo…. Joe Replication And Data Policy is an agent skill from franklee16/academic-research-skills. Use to prepare code and data materials for a Journal of Econometrics (JoE) submission under Elsevier's data-citation and availability norms, including reproducible Monte Carlo and the [dataset] reference tag.
When should I use Joe Replication And Data Policy?
Joe Replication And Data Policy fits situations like: prepare code and data materials for a Journal of Econometrics (JoE) submission under Elseviers data-citation and availability norms; including reproducible Monte Carlo and the [dataset] reference tag.
How do I install Joe Replication And Data Policy in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill joe-replication-and-data-policy -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy in franklee16/academic-research-skills) into .claude/skills/joe-replication-and-data-policy in your project. Claude Code loads it when a task matches its description.
How do I install Joe Replication And Data Policy in Codex?
Run `npx skills add franklee16/academic-research-skills --skill joe-replication-and-data-policy -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-replication-and-data-policy in franklee16/academic-research-skills) into .agents/skills/joe-replication-and-data-policy in your project. Codex loads it when a task matches its description.
Can I use Joe Replication And Data Policy 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 joe-replication-and-data-policy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/joe-replication-and-data-policy, .gemini/skills/joe-replication-and-data-policy, .github/skills/joe-replication-and-data-policy and .opencode/skills/joe-replication-and-data-policy in your project.
What does Joe Replication And Data Policy need to run?
SKILL.md names no scripts, command-line tools or credentials: Joe Replication And Data Policy is instructions for the agent only.
Does Joe Replication And Data Policy 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 Joe Replication And Data Policy 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 Joe Replication And Data Policy use?
No licence was found for Joe Replication And Data Policy or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Joe Replication And Data Policy use?
About 986 tokens (SKILL.md is roughly 3.9k 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 Joe Replication And Data Policy?
Skills that share tags, products or a category with Joe Replication And Data Policy: Scholar Replication (joshzyj/open-scholar-skill, 168 stars), Rof Replication And Data Policy (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Referee2 (scunning1975/MixtapeTools, 474 stars) and Ieee Paper Reader (CloudWave818/ieee-skills, 359 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Joe Replication And Data Policy?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 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.