jole-replication-and-data-policy
Use when assembling the data and code deposit for an accepted Journal of Labor Economics (JOLE) paper — the JOLE Dataverse Repository, the AER data-availability policy (adopted Feb 2009), and proprietary-data handling. Builds the replication package; it does not run analysis.
Profile →npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jole-replication-and-data-policy --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Replication & Data Policy (jole-replication-and-data-policy) ## When to trigger - Your JOLE paper is accepted (or about to be) and you must deposit data and code - Your data are proprietary or restricted and you need to handle the policy correctly - You want to build the replication package as you go, not scramble at acceptance - A referee or editor asks how the results can be reproduced ## JOLE's actual data policy JOLE publishes papers containing **empirical, simulation, or experimental** results **only if the data are clearly documented and readily available for replication.** The mechanics: - **Deposit target:** after acceptance, authors upload **data, programs, and sufficient documentation to permit replication (in electronic form) to JOLE's Dataverse Repository — prior to publication.** The deposit is part of the path to print, not an optional extra. - **Minimum for econometric / simulation papers:** the **dataset(s)** and the **programs used to run the final models**, plus a **description of how intermediate datasets and programs were used to build the final dataset** from the raw inputs. In other words, document the full chain from raw data to estimation, not just the las
- When to trigger
- JOLE's actual data policy
- Building the package (do this as you go)
- Checklist
- Anti-patterns
- Output format
- Supplementary resources
What does the jole-replication-and-data-policy skill do?
Use when assembling the data and code deposit for an accepted Journal of Labor Economics (JOLE) paper — the JOLE Dataverse Repository, the AER data-availability policy (adopted Feb 2009), and proprietary-data handling. Builds the replication package; it does not run analysis.
How do I install it?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jole-replication-and-data-policy --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.