aeri-referee-strategy
Use when calibrating expectations for the fast, decisive American Economic Review: Insights (AER: Insights) review process — conditional-accept-or-reject decisions, the single-round model, and pre-empting the objections a short paper cannot afford.
Install / Use
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-referee-strategyInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of aeri-referee-strategy
aeri-referee-strategy scores 85/100 on our quality scale, 2243rd of 4,610 Development & Engineering skills we index (top 49%).
Its SKILL.md is 4.7 KB long, well organised into 8 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 aeri-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.
aeri-referee-strategy compared with similar skills
All 4 of these similar skills score higher than aeri-referee-strategy; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| aeri-referee-strategy (this skill)by brycewang-stanford | 85 | 1.2k | 18d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 44.8k | today | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 3d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 10d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 10d ago | SKILL.md |
Frequently asked questions
- How do I install aeri-referee-strategy?
- Run
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-referee-strategy. The install tabs above show the steps for each supported agent. - Which AI agents does aeri-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 aeri-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 aeri-referee-strategy still maintained?
- The repository was last updated 18 days ago, so aeri-referee-strategy is actively maintained.
Skill content
View source on GitHubname: aeri-referee-strategy description: Use when calibrating expectations for the fast, decisive American Economic Review: Insights (AER: Insights) review process — conditional-accept-or-reject decisions, the single-round model, and pre-empting the objections a short paper cannot afford. Explains the process and stress-tests the paper; it does not write the response letter (see aeri-rebuttal).
Referee Strategy & the Fast Review Model (aeri-referee-strategy)
When to trigger
- Before submission, to understand how AER: Insights decides and what referees punish
- Deciding whether the paper can survive a process with no traditional R&R
- Anticipating the one or two objections that would sink a short paper
- Choosing whether to risk AER: Insights vs. a journal that offers multiple rounds
The AER: Insights process (official AEA baseline checked 2026-06-20)
AER: Insights runs single-blind AEA peer review: authors are visible to referees, while referees remain anonymous to authors. It is deliberately fast and decisive:
- First decision is conditional accept or reject — there is no traditional revise-and-resubmit category.
- Conditional accept means the editor expects to publish subject to changes in the decision letter; authors usually get about 8 weeks to return the revision, which is normally not sent back to referees for a second round.
- Reject is reject — there is no iterative path to wear referees down. The screening is sharp: a paper over the word/exhibit cap is returned unreviewed.
- Editor as of 2026: Matthew Gentzkow (lead editor beginning January 2024; founding editor Amy Finkelstein). Aim for AER-level importance in a short, clean package.
Strategic implication: because there is no R&R to fix things later, the paper must be submission-ready and objection-proofed up front. You get essentially one substantive look. A weak design, an overclaim, or a missing key check that an AER R&R would let you repair will instead produce a reject here.
Pre-empt the objections a short paper cannot survive
A short paper has no room to answer everything during review, so answer the decisive objections before submitting:
| Likely objection | Pre-empt before submission |
|------------------|----------------------------|
| "Not important / not general interest" | Lead with the surprise and the prior overturned (aeri-topic-selection) |
| "Already known / incremental" | Confront the closest paper directly (aeri-literature-positioning) |
| "Design not credible" | Put the single strongest diagnostic in-text (aeri-identification) |
| "Result not robust" | One in-text check + a signposted appendix battery (aeri-robustness) |
| "Overclaimed" | Calibrate the claim to exactly what is identified |
Use the venue-neutral reviewer-objection-checklist to stress-test the design by identification strategy before drafting the final version.
Calibrating the bet
- If the single insight is genuinely important and the design is clean, AER: Insights offers a fast, high-prestige outcome.
- If the paper needs several rounds of referee guidance to reach credibility, a journal with R&R may fit better — AER: Insights will likely reject rather than coach.
- A rejected AER: Insights paper is often a strong fit for an AEJ field journal; some flow between AEA journals exists.
Checklist
- [ ] You understand: conditional accept or reject only, no traditional R&R
- [ ] The paper is submission-ready — no key check is being deferred to a future round
- [ ] Each decisive objection above is pre-empted in-text or in the appendix
- [ ] Importance/general-interest is argued, not assumed
- [ ] Word/exhibit caps are met (else auto-return) before referees ever see it
- [ ] A fallback venue (e.g., an AEJ) is identified in case of reject
Anti-patterns
- Submitting a "first draft to get referee feedback" — there is no R&R to iterate on
- Leaving the single most likely objection unaddressed, hoping to fix it in revision
- Assuming importance instead of making the surprise explicit
- Ignoring the cap and getting returned before review
- Treating a reject as the start of a negotiation
Output format
【Process understood】conditional-accept/reject, no R&R, ~8wk conditional window? [Y/N]
【Decisive objections pre-empted】importance / novelty / design / robustness / claims
【Submission-ready】no key check deferred to a nonexistent round? [Y/N]
【Caps met】word + exhibit limits satisfied (no auto-return)? [Y/N]
【Fallback venue】<AEJ or field journal if reject>
【Next step】aeri-submission
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
