Topic Selection — Single-Insight Fit (aeri-topic-selection)

SkillDev tools

An AI with this skill can tell you whether a research project is shaped for the American Economic Review: Insights short-format manuscript, which calls for one crisp, important, well-identified insight. It tests whether the project centers on a single insight rather than spanning the multiple results expected at AER or the field-paper style of the AEJ family. That makes it useful at the topic-selection stage, before writing begins.

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

Share your project idea or a short description of it and ask whether it fits AER: Insights. The AI will test it against the single-insight standard and explain the verdict.

Then ask your AI: use the Topic Selection — Single-Insight Fit (aeri-topic-selection) skill

What your AI can do with it

  • Test whether a project idea fits the AER: Insights single-insight format
  • Check that the project centers on one crisp, important, well-identified insight
  • Flag when a project reads more like a multi-result AER paper or an AEJ field paper
  • Guide topic selection toward the short-format manuscript AER: Insights expects

What this skill tells your AI

The instructions your AI receives, as published by brycewang-stanford/awesome-journal-skills in AER-Insights-Skills/skills/aeri-topic-selection/SKILL.md and read by ahel’s review.

When to trigger

  • A project has a strong main result but also two or three secondary results
  • Unsure whether to send to AER: Insights, AER, or an AEJ field journal
  • The draft is creeping past the word cap because there is more than one idea
  • A result feels surprising and clean but you are unsure it is "important enough"

The AER: Insights bar: one idea, AER-level importance, short

AER: Insights publishes short, self-contained papers built around a single important, well-executed idea. The decision is not "is this good?" but "is there exactly ONE crisp, surprising, well-identified insight that can stand alone in a short paper at AER-level importance?" Three filters:

  1. Single-insight test. State the paper in one sentence with one headline object (one estimate, one theorem, one fact, one method-changes-the-answer result). If you need "and" to describe the contribution, you likely have an AER paper or two AER: Insights papers, not one.
  2. Importance test. The single insight must clear AER-level general interest — a non-specialist economist should care. AER: Insights is short, not minor; a small or incremental result is a reject regardless of length.
  3. Self-containment test. The whole argument — setup, identification, headline result, the one or two checks that matter — must fit in ≤7,000 words (minus 200 per exhibit, ≤5 exhibits) with everything else in the online appendix. If the core argument cannot be made short, it is not an AER: Insights paper.

Where it goes if it is NOT AER: Insights

SymptomBetter venue
Multiple inter-dependent results that need each otherAER (long, multi-result flagship)
One result but field-specific, not general interestAEJ: Applied / Micro / Macro / Policy
Incremental / a robustness note on existing worka field journal or a comment
Pure methods with no substantive payoff in a short papera methods/econometrics journal

Sharpening a candidate into a single insight

  • Pick the headline. Of the results you have, which ONE is most surprising and most cleanly identified? Make that the paper; demote the rest.
  • Cut, do not summarize. Secondary results become appendix material or a future paper — not a compressed in-text paragraph.
  • Name the surprise. AER: Insights rewards a result that overturns or sharply refines a prior belief; write the prior you are correcting.
  • Confirm identification early (aeri-identification) — a clean insight with a shaky design is not publishable short, because there is no room to defend a weak design.

Common AER: Insights archetypes (and what makes each "one insight")

ArchetypeThe single insight is…Failure mode
One clean causal estimatea single headline effect from a credible designreporting every heterogeneity split in-text
A striking new fact / measurementone important fact a non-specialist did not knowa descriptive paper with no single takeaway
A sharp theory resultone surprising theorem / impossibilitya general framework with the result as a corollary
A method that flips an answerthe substantive answer it changes, in few pagesthe method shown without a substantive payoff

Worked vignette (illustrative)

A fictional project has (a) a clean RCT effect of posted wages on women's applications, (b) a heterogeneity split by occupation, and (c) a structural extension on wage offers. The AER: Insights paper is (a) alone — one surprising, general-interest, cleanly identified effect. (b) and (c) go to the Supplemental Appendix or a separate paper. Compressing all three into one short paper would be a "mini-AER" and likely a reject; the discipline is to make (a) the entire paper and defend it superbly in few pages.

Going-or-not-going decision

If you cannot pass all three filters — single insight, AER-level importance, self-containment — the honest move is to route elsewhere (AER for multi-result, an AEJ for field interest) rather than force-fit. The fast, no-R&R process (aeri-referee-strategy) punishes a borderline fit with a quick reject.

Checklist

  • The paper is stated in one sentence with a single headline object
  • The insight clears AER-level general-interest importance (not just length-appropriate)
  • A clear prior belief is named that the result overturns or sharply refines
  • The full argument plausibly fits the cap with secondary material in the appendix
  • Venue checked vs. AER (multi-result) and AEJ (field) — AER: Insights chosen deliberately
  • Identification is clean enough to defend in a short paper

Anti-patterns

  • A "mini-AER": one main result plus several supporting results kept in-text
  • A correct but incremental result pitched as short-because-small
  • A field-interest result with no general-interest hook
  • Splitting one idea across two thin papers, or fusing two ideas into one over-cap paper
  • Choosing AER: Insights for speed when the idea genuinely needs AER's length

Output format

【One-sentence insight】<single headline object>
【Importance】why a non-specialist cares (general interest, AER-level)
【Prior overturned】<belief the result corrects>
【Fits short format?】core argument under cap, rest to appendix? [Y/N]
【Venue check】AER: Insights vs AER vs AEJ — chosen because […]
【Next step】aeri-literature-positioning

Signals

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Aug 2026
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Catalog kind
skill
Gateway key
aeri-topic-selection
Source
github.com/brycewang-stanford/awesome-journal-skills