Stata
dylantmoore/stata-skill
Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 20 community packages (reghdfe, estout, did, rdrobust…
Agent skill
Jebo Replication Package
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when assembling the data, code, and experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code, instructions, raw…
Install Jebo Replication Package
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-replication-package -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-replication-package --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/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package .claude/skills/jebo-replication-package && 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 "jebo-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package into .claude/skills/jebo-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-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 install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-packageType 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/Awesome-Journal-Skills --skill jebo-replication-package -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-replication-package --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package .agents/skills/jebo-replication-package && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jebo-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package into .agents/skills/jebo-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-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.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-replication-package -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-replication-package --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package .cursor/skills/jebo-replication-package && 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 "jebo-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package into .cursor/skills/jebo-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-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 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-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.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-replication-package -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-replication-package --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package .gemini/skills/jebo-replication-package && 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 "jebo-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package into .gemini/skills/jebo-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-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.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jebo-replication-packageInstalls 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/Awesome-Journal-Skills --skill jebo-replication-package -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package .github/skills/jebo-replication-package && 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 "jebo-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package into .github/skills/jebo-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-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.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-replication-package -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/Awesome-Journal-Skills jebo-replication-package --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package .opencode/skills/jebo-replication-package && 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 "jebo-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package into .opencode/skills/jebo-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jebo-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
jebo-replication-package- GitHub stars
- 1.2k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 531 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when assembling the data, code, and experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code, instructions, raw…
- Assembling the data
- SKILL.md covers When to trigger, JEBO's reproducibility posture, What the package must contain and Privacy and anonymization, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code
What it does
Jebo Replication Package is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when assembling the data, code, and experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code, instructions, raw and analysis data, and an Elsevier Research Data / Mendeley Data statement. Builds a reproducible package; it does not run the 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. 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
- Assembling the data
- Experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code
- Raw and analysis data
- An Elsevier Research Data / Mendeley Data statement
Example prompts
- “/jebo-replication-package”
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
Jebo Replication Package loads about 1.2k tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 531 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
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 531 words, ~1,237 tokens.
Download SKILL.mdSave it as
.claude/skills/jebo-replication-package/SKILL.md (or your agent's skills folder).- name
- jebo-replication-package
- description
- Use when assembling the data, code, and experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code, instructions, raw and analysis data, and an Elsevier Research Data / Mendeley Data statement. Builds a reproducible package; it does not run the analysis.
Replication & Materials Package (jebo-replication-package)
When to trigger
- The analysis is settled and you must assemble what others need to reproduce it
- An experiment is done but the instructions and z-Tree/oTree code are not yet packaged
- A referee or editor asks where the data and code are
- You are writing the Elsevier "data availability" / Research Data statement
- An agent-based model's runnable code and seeds are not yet organized for sharing
JEBO's reproducibility posture
JEBO follows the Elsevier Research Data policy: data and code sharing is strongly encouraged (via Mendeley Data or a linked repository) but not currently a hard pre-acceptance gate the way the AEA Data Editor or the Econometric Society's pre-acceptance check are (检索于 2026-06；以官网为准). In practice, for an experimental journal, referees increasingly expect the full materials, and a credible deposit strengthens acceptance. Treat the package as part of the contribution, not an afterthought.
The distinctive JEBO requirement is experimental reproducibility: a reader must be able to re-run your experiment, not just your regressions. That means the instructions, the screen-by-screen protocol, and the experiment software are first-class deposit items.
What the package must contain
| Item | Detail JEBO referees look for |
|---|---|
| Experiment instructions | full participant-facing text (translated to English if run in another language), including comprehension questions |
| Experiment software | z-Tree .ztt / oTree app code, or the platform code, runnable with setup notes |
| Screenshots / protocol | session protocol, screen flow, randomization procedure, payment scheme |
| Raw data | subject-level raw output (anonymized), with a codebook |
| Analysis code | scripts that go from raw data to every table/figure, with a master run file |
| Software environment | versions (Stata/R/Python, z-Tree/oTree), packages, seeds for any simulation |
| README | one-command (or clearly-ordered) reproduction path; maps each script to each exhibit |
| Pre-registration link | registry URL + a note on deviations, if pre-registered |
| Ethics / consent | IRB/ethics approval reference; consent procedure |
For agent-based / simulation papers, the deposit is the model code, parameter files, seeds, and the sweep scripts that regenerate the reported figures.
Show full SKILL.md (214 more words)Show less
Privacy and anonymization
Strip direct identifiers from raw subject data; for field data, follow consent and data-protection constraints and document any access restrictions. State clearly if data cannot be shared and why (Elsevier allows a justified restricted-access statement).
The data-availability statement
Write the Elsevier "Data availability" statement to match reality: a Mendeley Data DOI / repository link, or a justified statement of restriction. Vague statements ("data available on request") are weak and increasingly disfavored; deposit where possible.
Checklist
- Experiment instructions (English) + comprehension questions included
- z-Tree/oTree or platform code included and runnable, with setup notes
- Session protocol, screen flow, randomization, and payment scheme documented
- Raw subject-level data (anonymized) + codebook
- Analysis scripts reproduce every table/figure from raw data via a master file
- Software versions, packages, and seeds recorded
- README maps each script to each exhibit; reproduction path is explicit
- Pre-registration link + deviations noted (if applicable); IRB/consent referenced
- Data-availability statement points to a real deposit (Mendeley Data) or a justified restriction
Anti-patterns
- Sharing analysis code but not the experiment software/instructions (cannot re-run the experiment)
- "Data available on request" with no deposit
- Raw data with direct identifiers left in
- A README that lists files but never gives the reproduction order
- Simulation results with no seeds or sweep scripts
- Claiming pre-registration without linking the registry or disclosing deviations
Output format
【Deposit location】Mendeley Data DOI / repository link / justified restriction
【Experiment materials】instructions + z-Tree/oTree code + protocol [Y/N]
【Data】raw (anonymized) + codebook [Y/N]
【Code】master run file → every exhibit; versions + seeds recorded [Y/N]
【README】explicit reproduction path mapping script→exhibit [Y/N]
【Pre-reg + ethics】registry link + deviations; IRB/consent [Y/N / n.a.]
【Next step】jebo-referee-strategy© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jebo 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jebo Replication Package this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Statadylantmoore/stata-skill | 291 | 1 repos | ~4.2k | Automated safety check: Pass | Custom licence | |
| Stata C Pluginsdylantmoore/stata-skill | 291 | 1 repos | ~5.8k | Automated safety check: Pass | Custom licence | |
| Example Datasetspymc-labs/CausalPy | 1.2k | — | ~587 | Automated safety check: Pass | Apache-2.0 | |
| Stata AuditSepineTam/mcp-for-stata | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | |
| Stata Skill Contributordylantmoore/stata-skill | 291 | 1 repos | ~2.4k | Automated safety check: Pass | Custom licence |
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Example Datasets
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Stata Audit
SepineTam/mcp-for-stata
Inspect, validate, summarize, and render local Stata-MCP audit evidence under .statamcp.
Stata Skill Contributor
dylantmoore/stata-skill
Guide for contributing to the stata-skill project. An agent skill from dylantmoore/stata-skill.
Review Paper
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Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections
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Categories
Questions about Jebo Replication Package
What does Jebo Replication Package do?
A skill your agent uses when assembling the data, code, and experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code, instructions, raw…. Jebo Replication Package is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when assembling the data, code, and experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code, instructions, raw and analysis data, and an Elsevier Research Data / Mendeley Data statement.
When should I use Jebo Replication Package?
Jebo Replication Package fits situations like: assembling the data; experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code; raw and analysis data; an Elsevier Research Data / Mendeley Data statement.
How do I install Jebo Replication Package in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-replication-package -a claude-code`. Or copy the skill folder (Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jebo-replication-package in your project. Claude Code loads it when a task matches its description.
How do I install Jebo Replication Package in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jebo-replication-package -a codex`. Or copy the skill folder (Journal-of-Economic-Behavior-and-Organization-Skills/skills/jebo-replication-package in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jebo-replication-package in your project. Codex loads it when a task matches its description.
Can I use Jebo 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 jebo-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/jebo-replication-package, .gemini/skills/jebo-replication-package, .github/skills/jebo-replication-package and .opencode/skills/jebo-replication-package in your project.
What does Jebo Replication Package need to run?
SKILL.md names no scripts, command-line tools or credentials: Jebo Replication Package is instructions for the agent only.
Does Jebo 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 Jebo 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 Jebo Replication Package use?
Jebo 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 Jebo 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 Jebo Replication Package?
Skills that share tags, products or a category with Jebo Replication Package: Stata (dylantmoore/stata-skill, 291 stars), Stata C Plugins (dylantmoore/stata-skill, 291 stars), Example Datasets (pymc-labs/CausalPy, 1.2k stars) and Stata Audit (SepineTam/mcp-for-stata, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jebo Replication Package?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 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.