aejmac-referee-strategy
Use when anticipating the objections referees and coeditors will raise on an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript, and calibrating desk-reject and revision odds, before submission.
Install / Use
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-referee-strategyInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
SecuritySupported Platforms
Our assessment of aejmac-referee-strategy
aejmac-referee-strategy scores 85/100 on our quality scale, 696th of 1,062 Security skills we index.
Its SKILL.md is 4.9 KB long, well organised into 9 sections with 1 code example: a solid amount of guidance for an agent.
With 1,158 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 18 days ago, so aejmac-referee-strategy is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
aejmac-referee-strategy compared with similar skills
All 4 of these similar skills score higher than aejmac-referee-strategy; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| aejmac-referee-strategy (this skill)by brycewang-stanford | 85 | 1.2k | 18d ago | SKILL.md |
| algorithmic-artby anthropics | 100 | 177.9k | 10d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 10d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 12d ago | SKILL.md |
| ui-ux-pro-maxby nextlevelbuilder | 100 | 130.2k | 12d ago | SKILL.md |
Frequently asked questions
- How do I install aejmac-referee-strategy?
- Run
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmac-referee-strategy. The install tabs above show the steps for each supported agent. - Which AI agents does aejmac-referee-strategy work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is aejmac-referee-strategy safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is aejmac-referee-strategy still maintained?
- The repository was last updated 18 days ago, so aejmac-referee-strategy is actively maintained.
Skill content
View source on GitHubname: aejmac-referee-strategy description: Use when anticipating the objections referees and coeditors will raise on an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript, and calibrating desk-reject and revision odds, before submission. Pre-empts pushback and plans the review; it does not draft the post-decision response letter (use aejmac-rebuttal).
Referee Strategy (aejmac-referee-strategy)
When to trigger
- The draft is near-complete and you want to find the holes a referee will exploit
- You are gauging desk-reject risk or whether the paper is "ready"
- You need to decide which robustness checks to run before submitting vs. hold in reserve
- You want to pre-empt the predictable macro objections in the paper itself
How AEJ: Macro review works (verified 2026-06; re-confirm on the official AEA pages)
- Managed by the Editor (Ayşegül Şahin, 检索于 2026-06;以官网为准) and coeditors; single-blind external peer review (the author is known to the referee; referees are anonymous to the author). Note this is single-blind, unlike some AEJs/economics venues that anonymize the author.
- Desk rejection is possible without referees; editorial decisions weigh the probability of meeting AEJ: Macro standards, breadth of topic, and interest to the AEJ: Macro audience.
- After conditional acceptance, the AEA Data Editor runs the reproducibility check before publication (see
aejmac-replication-package).
The predictable macro objections (pre-empt each in the paper)
| Objection a macro referee raises | Where it lands | Pre-emption |
|---|---|---|
| "The identifying assumption is not defended" (Cholesky ordering, sign set, exclusion) | identification | Argue the assumption economically; show robustness to alternatives (aejmac-identification) |
| "The shock is anticipated / endogenous" | identification | Show unpredictability from macro history; use narrative/high-frequency instruments |
| "This is a Great-Moderation / pre-ZLB artifact" | robustness | Sample splits across the breaks, baseline shown alongside (aejmac-robustness) |
| "Calibration is undisciplined / free parameters" | theory-model | Source every parameter; targeted + untargeted moments; sensitivity |
| "The counterfactual ignores the Lucas critique" | theory-model | Argue policy-invariance of estimated parameters |
| "SVAR and LP would disagree" | robustness | Run the cross-method check and show agreement |
| "Set-identified results reported as a point" | identification / tables | Report the identified set / median-target with a band |
| "Not broad enough for AEJ: Macro" | topic / positioning | Re-frame for general interest; name the audience (aejmac-topic-selection) |
| "Results not reproducible" | replication | Build the openICPSR package early, incl. simulation code |
Calibrating the odds
- Desk-reject risk is high when: breadth is thin (a field-specialist paper), the contribution sentence is missing, or the headline quantity is buried. Fix with
aejmac-topic-selection/aejmac-literature-positioning/aejmac-writing-stylebefore submitting. - R&R is likely when the question is broad and the result credible but the robustness/identification defense is incomplete — referees will ask for the checks. Pre-running the obvious ones shortens the cycle.
- Hold-in-reserve strategy: run the decisive robustness checks before submission; keep a second tier ready to deploy in the response letter rather than front-loading every table.
Suggesting referees & framing the cover
- Suggest referees who span the theory and empirical sides if the paper is a hybrid, so neither side is judged only by the other camp.
- The cover letter / framing should state the broad-interest claim and the headline quantity plainly — give the editor the breadth argument they need to send it out.
Checklist
- [ ] Each predictable macro objection above has a one-paragraph + one-exhibit answer in the paper
- [ ] Desk-reject risk assessed (breadth, contribution sentence, headline visibility)
- [ ] Decisive robustness/identification checks run before submission
- [ ] Second-tier checks identified to hold in reserve for the response
- [ ] Referee suggestions span the relevant theory/empirical communities
- [ ] Single-blind reviewed: nothing in the paper assumes anonymity of the author
Anti-patterns
- Submitting before the obvious adversarial robustness check is run
- Assuming double-blind anonymity (AEJ: Macro is single-blind)
- A paper a desk editor cannot pitch as broad-interest in one sentence
- Front-loading every conceivable robustness table, leaving nothing for the response
- Suggesting only referees from one camp for a hybrid paper
Output format
【Top 3 objections this paper invites】1) ... 2) ... 3) ...
【Pre-emption status】answered-in-paper / needs-work for each
【Desk-reject risk】low / medium / high + why
【Run-now vs. reserve checks】...
【Referee suggestions span】theory + empirical? [Y/N]
【Next step】aejmac-submission
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From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
