From jie-skills
Builds a JIE-compliant replication deposit (code, data, master script, README) for an international-economics manuscript. Does not run the analysis.
How this skill is triggered — by the user, by Claude, or both
Slash command
/jie-skills:jie-replication-and-data-policyThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- Your JIE paper is heading toward acceptance and the data/code deposit is due
JIE requires that all results be capable of replication, and that all materials needed to replicate published papers — including computer programs and data sets — be made available at the journal's secure repository. In practice, replication files for published JIE papers are deposited and made available via Mendeley Data for the journal. Treat the deposit as a condition tied to publication: assemble it before acceptance, not after.
run_all) that regenerates every exhibit end-to-end..mod files, Julia/MATLAB sources), not just regression scripts — the counterfactual must be reproducible.renv.lock, requirements.txt, recorded ssc/net versions), set and report seeds for any simulation/estimation.run_all regenerates every table and figure from raw inputsMatch each input to the right deposit treatment; the wrong choice either breaches a license or makes the pipeline unrunnable.
A gravity-plus-counterfactual paper. run_all.do calls in order: 01_build_baci.do (BACI → clean dyad-year panel), 02_merge_gravity.do (CEPII covariates), 03_ppml.do (the ppmlhdfe estimates behind Tables 2–4), 04_counterfactual.jl (the exact-hat-algebra welfare exercise behind Figure 5), and 05_exhibits.do (regenerates every exhibit). The README maps each exhibit to its script, lists package versions, records the BACI access date and Comtrade query string, sets the bootstrap seed, and notes the raw BACI files are reproducible from the recorded query but not redistributed. Stage all of this for the JIE secure repository (Mendeley Data) before acceptance.
【Master script】run_all regenerates all exhibits? [Y/N]
【README】exhibit→script map + versions + run order? [Y/N]
【Code included】cleaning / PPML / panel / structural solver? [Y/N each]
【Data】shared / data-availability statement for restricted sources? [which]
【Reproducibility】seeds reported, versions pinned? [Y/N]
【Repository】staged for JIE secure repo (Mendeley Data)? [Y/N]
【Next step】jie-review-process / jie-submission
../../resources/external_tools.md — reproducibility tooling and the data sources whose licenses constrain redistribution../../resources/official-source-map.md — JIE data-policy and Mendeley Data sourcesnpx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin jie-skillsAssembles a JDE-compliant replication package (data, code, README, pinned environment) for submission or acceptance. Does not run the analysis.
Assembles the data-and-code replication package for a REStat manuscript, including deposit to the REStat Harvard Dataverse with a replication-permitting README.
Guides authors of accepted JOLE papers through assembling a data/code deposit for the JOLE Dataverse Repository, including proprietary-data handling and the AER data-availability policy.