From jle-skills
Drafts response-to-referees letters and revision plans for Journal of Law and Economics decision letters (R&R, conditional accept, or reject-and-resubmit).
How this skill is triggered — by the user, by Claude, or both
Slash command
/jle-skills:jle-rebuttalThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- A JLE **R&R** or **conditional acceptance** decision letter has arrived
The handling editor's letter is the priority signal: it tells you which referee concerns are binding and which are optional. At JLE the binding asks are almost always about (1) whether the legal institution is described correctly and the rule binds as claimed, and (2) the credibility of the legal identification (the staggered-timing estimator, the parallel-trends story, the random-assignment defense), before exposition. Because review is single-blind, the editor and referees know who you are — a gracious, evidence-led, non-defensive tone is worth more than at a blinded journal, and self-citation should stay honest. Address the editor's stated priorities first and in full; the revision is judged on whether the identification and institutional concerns are genuinely resolved, not on the volume of new tables.
| Referee ask | Default response |
|---|---|
| Institution misdescribed / rule didn't bind when claimed (binding per editor) | correct it fully; re-date or re-scope; show the corrected estimate |
| Core legal-identification doubt (binding) | do it in full; new heterogeneity-robust estimate + SE; update the paper |
| Robustness / inference (few states) | run it; report point-estimate stability; wild-cluster bootstrap |
| Cross-jurisdiction external validity / estimand | add a calibrated scope statement; do not overclaim |
| Additional outcome / jurisdiction | run with appropriate adjustment, or argue why out of scope |
| Mechanism (deterrence vs. incapacitation, price vs. quality) | add the channel-distinguishing test |
| Exposition / framing | revise; cheap, builds goodwill |
| Out-of-scope new paper | respectfully decline with a one-line reason |
jle-replication-package)Law-and-economics revisions often hinge on one or two heavy lifts — re-coding the institution, re-estimating with a heterogeneity-robust estimator, or running the few-clusters inference — rather than many small ones. Plan the revision so the decisive new evidence is done first and the rest of the letter is built around it. Do not let cosmetic edits crowd out the binding identification work, and do not promise analysis you cannot deliver in the revision window; an honest "we did A and B in full; C we address with a bound and explain why a full treatment is infeasible" reads better than over-promising. Keep the editor's letter open beside the draft and check off each binding item explicitly.
Referee 2 says the staggered-DID estimate of a tort-reform effect is biased and the author misdated the reform to the statute's signing rather than its effective date; the editor flags both as binding. A weak response argues TWFE "should be fine." The JLE response: re-date treatment to each state's effective date, re-estimate with Callaway–Sant'Anna (new ATT −0.08, s.e. 0.03, vs. −0.10 under mis-dated TWFE), add event-study leads and a Bacon decomposition, and run an honest-DID bound. In the letter, quote the new number, cite the exact figure/table, and note the conclusion is unchanged but now correctly dated and robust. The editor sees both binding concerns resolved with evidence — and, since review is single-blind, the tone stays gracious and forthright.
A class of JLE referee comment has no analog at a generic econ journal: the referee, who knows the legal institution, says you have the law wrong — the rule did not bind when you claim, you mis-coded an exemption, a controlling case changed the regime mid-sample, or your market definition is not the antitrust-relevant one. These are usually binding and must be handled with care:
【Decision type】R&R / conditional accept / reject-and-resubmit
【Editor priorities】[binding asks, in order]
【Institution fix】description/dating corrected? [Y/N/NA]
【Triage】done: [...] | partial: [...] | declined (with reason): [...]
【Decisive evidence】new identification/robustness result + number(SE) + location
【Tone check】gracious, concrete, evidence-based? [Y/N]
【Package sync】replication updated to match revision? [Y/N]
【Next step】jle-submission (resubmit) → re-enter jle-workflow if further rounds
npx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin jle-skillsPlans a response-letter strategy for JLEO decision letters by triaging referee reports into credible revisions and point-by-point replies. Does not redo analysis.
Drafts response-to-referees letters and revision plans for JPE decision letters (R&R or reject-with-encouragement). Structures point-by-point rebuttals and change summaries.
Structures a response-to-referees letter and revision plan for AEJ: Applied R&R or conditional accept decisions. Triages referee comments into must-do, argue, or defer categories.