Agent skill
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when assembling the data and code package for a The Journal of Law and Economics (JLE) manuscript to satisfy the journal's replication policy — data, programs, and…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jle-replication-package -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jle-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-Law-and-Economics-Skills/skills/jle-replication-package .claude/skills/jle-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 "jle-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-replication-package into .claude/skills/jle-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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-Law-and-Economics-Skills/skills/jle-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 jle-replication-package -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jle-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-Law-and-Economics-Skills/skills/jle-replication-package .agents/skills/jle-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 "jle-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-replication-package into .agents/skills/jle-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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 jle-replication-package -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jle-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-Law-and-Economics-Skills/skills/jle-replication-package .cursor/skills/jle-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 "jle-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-replication-package into .cursor/skills/jle-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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-Law-and-Economics-Skills/skills/jle-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 jle-replication-package -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jle-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-Law-and-Economics-Skills/skills/jle-replication-package .gemini/skills/jle-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 "jle-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-replication-package into .gemini/skills/jle-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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 jle-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 jle-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-Law-and-Economics-Skills/skills/jle-replication-package .github/skills/jle-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 "jle-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-replication-package into .github/skills/jle-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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 jle-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 jle-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-Law-and-Economics-Skills/skills/jle-replication-package .opencode/skills/jle-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 "jle-replication-package" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-replication-package into .opencode/skills/jle-replication-package/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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.
jle-replication-packageA skill your agent uses when assembling the data and code package for a The Journal of Law and Economics (JLE) manuscript to satisfy the journal's replication policy — data, programs, and…
Jle Replication Package is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when assembling the data and code package for a The Journal of Law and Economics (JLE) manuscript to satisfy the journal's replication policy — data, programs, and computation details available for replication before publication. Builds the deposit and README; it does not run the analysis or write the paper.
Its SKILL.md is about 1.9k 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, Database administration and Technical documentation. 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.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Jle Replication Package loads about 1.9k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 848 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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 848 words, ~1,909 tokens.
.claude/skills/jle-replication-package/SKILL.md (or your agent's skills folder).JLE's stated policy is to publish empirical/simulation/experimental papers only if the data are clearly and precisely documented and readily available to any researcher for replication, and authors of accepted papers must provide the data, programs, and other computation details sufficient to permit replication, prior to publication (检索于 2026-06；以官网为准; verify on journals.uchicago.edu/journals/jle/data-policy). This is a pre-publication requirement, not an acceptance-day formality. JLE does not run the AEA-style openICPSR pipeline; the obligation is documentation and availability — so build a package any researcher could re-run, and treat it as a gate, not a chore. Law-and-economics data raise distinctive access issues (court records, sealed cases, regulatory filings, proprietary market data) that you must plan for explicitly.
| Component | Requirement |
|---|---|
| Data files | All data used to produce the results, documented; or, for restricted data, a precise access path |
| Analysis + transformation code | Every script from raw legal/regulatory data → cleaned data → each table/figure |
| Master script | One run_all that regenerates every exhibit from the inputs |
| README | Data sources and provenance, computational requirements, run instructions, and an exhibit-to-code map |
| Data-availability statement | Provenance and access terms for each dataset (court system, agency, vendor), stated in the paper |
| Legal-data documentation | How statutes/cases were coded, the coding protocol, and inter-coder checks for hand-coded doctrine |
version + recorded ssc/net package versions; requirements.txt/conda env (Python); renv.lock (R).code/05_did.do, Figure 1 → code/06_event_study.R, etc.Adapt the vendored skeleton in
../../resources/code/(master script → clean → descriptive → DiD/IV/RD → mechanism → robustness → tables) as the package backbone.
run_all master script regenerates every table and figure from the inputsLaw-and-economics data come from a handful of recurring sources, each with its own access and documentation pattern. Name yours and document accordingly:
| Source | Access reality | What to document |
|---|---|---|
| Court records (PACER, state dockets) | often public but fee-gated or rate-limited; some sealed | the query/scrape procedure, date pulled, sealed-case handling |
| Administrative / regulatory filings (SEC EDGAR, agency dockets) | usually public | the form types, vintage, and any parsing code |
| Enforcement / litigation databases (vendor) | proprietary, license-restricted | the vendor, license terms, and a synthetic extract |
| Statute / case coding (hand-built) | you create it | the coding manual, sources, and inter-coder reliability |
| Linked administrative microdata (sealed) | DUA-restricted, non-redistributable | the application path, DUA terms, wait time, synthetic schema |
The reproducibility obligation is the same in every row: someone who legitimately obtains the source must be able to re-run your code and recover every exhibit.
A paper on judge assignment uses individual case records the court provides only under a data-use agreement. The author cannot redistribute them, so the package deposits: (i) all cleaning and analysis code; (ii) a documented access path (the court's data-request form, the DUA terms, the ~10-week wait); (iii) a synthetic case file with the same schema so run_all executes end-to-end and a verifier can confirm the logic; and (iv) the judge-leniency leave-out construction script. The hand-coded ruling-type variable ships with its coding manual and a 200-case inter-coder reliability table. Any researcher who obtains the records can reproduce every exhibit — the JLE standard.
【Master script】run_all regenerates all exhibits from inputs? [Y/N]
【Data】documented + available, or restricted path + synthetic extract? [state]
【README】exhibit-to-code map + computational requirements complete? [Y/N]
【DAS】provenance + access terms for every dataset? [Y/N]
【Legal coding】protocol + sources + inter-coder reliability deposited? [Y/N/NA]
【Reproducibility】versions pinned + seeds + no absolute paths + clean fresh run? [Y/N]
【Restricted/sealed】flagged early? [Y/N/NA]
【Next step】jle-referee-strategy (or jle-submission)© 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
Just SKILL.md in Journal-of-Law-and-Economics-Skills/skills/jle-replication-package of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Jle 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 |
|---|---|---|---|---|---|---|
| Jle Replication Package this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Aer Replicationbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | 1 repos | ~2.8k | Automated safety check: Pass | Custom licence | |
| Data Depositbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~1.2k | Automated safety check: Notes | Custom licence | |
| Qe Replication And Data Policyfranklee16/academic-research-skills | 223 | 1 repos | ~1.2k | Automated safety check: Pass | None | |
| Jape Replication And Data Policyfranklee16/academic-research-skills | 223 | 1 repos | ~671 | Automated safety check: Pass | None | |
| Mw Replicationfranklee16/academic-research-skills | 223 | 1 repos | ~1.7k | Automated safety check: Pass | None |
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…
brycewang-stanford/Auto-Empirical-Research-Skills
Prepare a replication package for the sewage-house-prices project.
franklee16/academic-research-skills
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…
franklee16/academic-research-skills
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…
franklee16/academic-research-skills
A skill your agent uses when assembling the data-and-code replication package required by 《管理世界》 after conditional acceptance, drafting the README in Chinese, or auditing a deposit before…
scunning1975/MixtapeTools
Systematic audit and review by Referee 2. An agent skill from scunning1975/MixtapeTools.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Categories
A skill your agent uses when assembling the data and code package for a The Journal of Law and Economics (JLE) manuscript to satisfy the journal's replication policy — data, programs, and…. Jle Replication Package is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when assembling the data and code package for a The Journal of Law and Economics (JLE) manuscript to satisfy the journal's replication policy — data, programs, and computation details available for replication before publication.
Jle Replication Package fits situations like: computation details available for replication before publication; tasks that involve Econometrics and empirical research; tasks that involve Database administration.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jle-replication-package -a claude-code`. Or copy the skill folder (Journal-of-Law-and-Economics-Skills/skills/jle-replication-package in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jle-replication-package in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jle-replication-package -a codex`. Or copy the skill folder (Journal-of-Law-and-Economics-Skills/skills/jle-replication-package in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jle-replication-package in your project. Codex loads it when a task matches its description.
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 jle-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/jle-replication-package, .gemini/skills/jle-replication-package, .github/skills/jle-replication-package and .opencode/skills/jle-replication-package in your project.
SKILL.md names no scripts, command-line tools or credentials: Jle Replication Package is instructions for the agent only.
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.
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.
Jle 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.
About 1.9k tokens (SKILL.md is roughly 7.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Jle Replication Package: Aer Replication (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars), Data Deposit (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars), Qe Replication And Data Policy (franklee16/academic-research-skills, 223 stars) and Jape Replication And Data Policy (franklee16/academic-research-skills, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.
