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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-strategy

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

85/100

Supported Platforms

Universal

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.

Substance
26/30
Structure
17/20
Description
15/15
Adoption
13/20
Freshness
15/15

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

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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.

name: 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

Related Skills

View on GitHub
GitHub Stars1.2k
CategoryDevelopment
Updated18d ago
Forks153

Languages

Stata

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions