Rebuttal & Response Letter (aejmac-rebuttal)

SkillAI & models

This skill is for the moment an American Economic Journal: Macroeconomics decision letter arrives, whether it is a revise-and-resubmit or a reject with comments. It turns the letter into a response-letter strategy and a revision plan for the paper. It plans the rebuttal and revision; it does not run the new identification, model, or robustness work itself.

Available today. Use it from your connected AI after setup.

After adding it, share the decision letter with your AI and ask for a rebuttal strategy and revision plan. When the plan calls for new analysis, route that work to the skills that run it.

Then ask your AI: use the Rebuttal & Response Letter (aejmac-rebuttal) skill

What your AI can do with it

  • Turn an AEJ: Macro decision letter into a response-letter strategy
  • Build a revision plan for the paper
  • Plan how to respond to each comment in the letter
  • Handle both revise-and-resubmit and reject-with-comments decisions
  • Lay out the revision steps the letter calls for

What this skill tells your AI

The instructions your AI receives, as published by brycewang-stanford/awesome-journal-skills in AEJ-Macroeconomics-Skills/skills/aejmac-rebuttal/SKILL.md and read by ahel’s review.

When to trigger

  • An R&R from the editor/coeditor and referees has arrived
  • A reject-with-comments where a re-submission (here or elsewhere) is being weighed
  • Referee reports conflict with each other and you must reconcile them
  • You need to convert a pile of macro objections into a tractable revision plan

The AEJ: Macro rebuttal posture

AEJ: Macro review is single-blind and editor/coeditor-managed; the coeditor's letter is the binding instruction set — when a referee and the coeditor disagree, follow the coeditor. The response must show that the broad-interest macro contribution survived the scrutiny and that the identified-empirical and/or quantitative-model objections are answered with new exhibits, not new prose alone. Macro referees reward a response that re-runs the decisive check and reports the (possibly changed) number honestly.

Building the response

Step 1 — Triage every comment

  • Build a table: comment → required action → owning skill → main-text vs. appendix → status.
  • Tag each as (a) do and show, (b) do and report even if it weakens the result, or (c) reasoned pushback. Most should be (a)/(b); reserve (c) for the few you can win on the merits.

Step 2 — Map comments to the macro skills

  • Identification objections → aejmac-identification (re-do the SVAR/LP/narrative defense).
  • "Artifact of the sample/spec" → aejmac-robustness (sample splits, method cross-check).
  • Calibration / counterfactual / Lucas-critique → aejmac-theory-model.
  • "Not broad enough" / contribution unclear → aejmac-literature-positioning / aejmac-writing-style.
  • Reproducibility → aejmac-replication-package.

Step 3 — Write the letter

  • Open with a short summary of the main changes and the headline (state if the number moved).
  • One comment, one response block: restate the comment, state what you did, point to the exact new table/figure/section, quote the changed text.
  • Be honest about movement: if a robustness check changed the estimate, report the new value and explain why the conclusion still holds (or how it is now appropriately qualified).
  • Push back sparingly and with evidence, never with attitude; concede gracefully where the referee is right.

Step 4 — Reconcile conflicts

  • When referees conflict, say so explicitly, explain your choice, and tie it to the coeditor's guidance.

Checklist

  • Every comment in a triage table with action, owning skill, location, status
  • The coeditor's letter treated as binding; conflicts reconciled to it
  • Each empirical/model objection answered with a new exhibit, not prose alone
  • Honest reporting where a check moved the headline number
  • Response letter is point-by-point, with exact pointers and quoted changed text
  • Pushback is rare, evidenced, and courteous
  • Reproducibility comments resolved against the openICPSR package

Anti-patterns

  • Answering an identification or robustness objection with words instead of a re-run and a new exhibit
  • Hiding that a robustness check changed the estimate
  • Treating a referee as adversary; defensiveness in tone
  • Ignoring the coeditor's priorities to satisfy a referee's tangent
  • A response letter that does not point to exact tables/sections
  • Promising changes in the letter that are not actually in the revised manuscript

Worked vignette: the number moved (illustrative)

A referee says the monetary-policy output response is a pre-Volcker artifact. You re-estimate post-1984 (aejmac-robustness) and the peak response falls from -0.8% to -0.6% (90% bands overlapping). The strong response block: "We agree the early sample could drive the result. Re-estimating on 1984–2019 (new Table A4, Figure A3), the peak output response is -0.6% (90% band [-1.0, -0.2]), within the band of the full-sample estimate; the qualitative conclusion is unchanged and the magnitude is now reported for the modern monetary regime. We have revised the abstract and Section 4 accordingly." Honest, exhibit-backed, conclusion preserved and appropriately scoped.

Output format

【Decision type】R&R / reject-with-comments
【Triage table built】comment → action → owning skill → location → status? [Y/N]
【Coeditor letter treated as binding】conflicts reconciled to it? [Y/N]
【New exhibits for empirical/model objections】listed? [Y/N]
【Honest number movement reported】? [Y/N / NA]
【Letter style】point-by-point with exact pointers? [Y/N]
【Next step】revise manuscript; re-run aejmac-submission preflight before resubmitting

Signals

GitHub stars
1k
Forks
146
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
aejmac-rebuttal
Source
github.com/brycewang-stanford/awesome-journal-skills