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aeri-literature-positioning

Use when positioning the contribution of an American Economic Review: Insights (AER: Insights) short-format manuscript against the closest published work in one or two tight paragraphs. Stakes the gap concisely; it does not write the full literature review (there is no room for one).

Install / Use

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-literature-positioning

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-literature-positioning

aeri-literature-positioning scores 85/100 on our quality scale, 2242nd of 4,610 Development & Engineering skills we index (top 49%).

Its SKILL.md is 5.5 KB long, well organised into 11 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-literature-positioning 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-literature-positioning compared with similar skills

All 4 of these similar skills score higher than aeri-literature-positioning; compare them before choosing.

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Frequently asked questions

How do I install aeri-literature-positioning?
Run npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-literature-positioning. The install tabs above show the steps for each supported agent.
Which AI agents does aeri-literature-positioning 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-literature-positioning 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-literature-positioning still maintained?
The repository was last updated 18 days ago, so aeri-literature-positioning is actively maintained.

name: aeri-literature-positioning description: Use when positioning the contribution of an American Economic Review: Insights (AER: Insights) short-format manuscript against the closest published work in one or two tight paragraphs. Stakes the gap concisely; it does not write the full literature review (there is no room for one).

Literature Positioning — Compressed (aeri-literature-positioning)

When to trigger

  • The contribution relative to the nearest paper is fuzzy or oversold
  • A draft contains a multi-page literature review that the format cannot afford
  • A referee might say "this is already known" or "this is a known method applied"
  • You need to show the single insight is new without spending the word budget

The short-format positioning problem

AER: Insights gives you no room for a survey. Positioning must be done in one or two paragraphs that do exactly one job: pin the single closest prior result and state precisely what your one insight adds, corrects, or overturns. Because the whole paper is one idea, the literature task is narrow — locate that idea on the frontier, not map the whole field. The word budget is shared with everything else (≤7,000 words minus exhibits), so every citation must earn its place.

How to position in two paragraphs

  1. Name the closest paper(s), not a field. Identify the one or two papers a referee will immediately think of. Engage them directly: what did they establish, and what did they leave open or get wrong that your insight resolves?
  2. State the delta as a single clause. "We show X, where the closest prior work showed only Y / assumed Z / left W unresolved." The delta must match the one-sentence insight from aeri-topic-selection.
  3. Defend novelty without inflation. AER: Insights referees punish both "this is already known" and overclaiming. Calibrate: claim exactly the marginal contribution, no more.
  4. Push the broad literature to the appendix or footnotes. Tangential citations and related-strands discussion go to a footnote or the Supplemental Appendix, never an in-text section.

Decision table: what kind of gap is it?

| Gap type | One-line framing | Watch-out | |----------|------------------|-----------| | New result on an open question | "It was unknown whether …; we show …" | be sure it is genuinely open, not just unaddressed-by-you | | Overturning a believed result | "Prior work concluded X; with [better design/data] we find not-X" | engage the prior paper's design fairly | | Sharpening / separating channels | "Prior work left A and B bundled together; we isolate ..." | show the separation is the contribution | | Method that changes the answer | "Applying [method] to [setting] reverses the standard conclusion" | the payoff, not the method, is the contribution |

Where positioning lives in the short paper

In a long paper the literature has its own section; in AER: Insights it should live inside the introduction — typically the second and third sentences after the headline result (aeri-writing-style). The reader meets the result, then immediately learns what was believed before and what your one insight changes. A standalone "Related Literature" section is a smell that the paper is too long or trying to be an AER paper.

The general-interest test for citations

Because AER: Insights is general-interest, the closest paper you confront should be one a broad audience recognizes, not only the three specialists in your subfield. If the only papers you can position against are field-internal, reconsider whether the venue is AER: Insights or an AEJ field journal (aeri-topic-selection). Position against the most visible prior claim your result touches; cite the field-internal antecedents in a footnote.

Worked vignette (illustrative)

A fictional paper finds that revealing posted wages closes part of the gender application gap. A weak positioning cites "a large literature on gender gaps" and a dozen papers. A strong AER: Insights positioning is two sentences: "The application gap is widely attributed to preferences or confidence (closest paper: X); we show a simple information change moves it substantially, implying the gap is partly an information friction." One named antecedent, one delta clause, no survey.

Checklist

  • [ ] The single closest prior result is named and engaged directly
  • [ ] The contribution is stated as one delta clause matching the headline insight
  • [ ] Novelty is calibrated — neither "already known" nor overclaimed
  • [ ] Positioning fits in one or two paragraphs, not a section
  • [ ] Broader / tangential literature is in footnotes or the appendix
  • [ ] No claim that the insight cannot defend in the short paper itself

Anti-patterns

  • A multi-page "Related Literature" section the word cap cannot afford
  • Citing a field instead of confronting the one paper closest to yours
  • Overclaiming ("first to …") when a near-identical result exists
  • Hedged positioning that leaves the referee unsure what is new
  • Spending words on strands the single insight does not touch

Output format

【Closest prior work】<1–2 papers> — what they established / left open
【Delta clause】"We show ..., where prior work only ... / assumed ... / left ... unresolved"
【Novelty calibration】exact marginal contribution (no over/underclaim)
【Where the rest goes】footnotes / Supplemental Appendix
【Next step】aeri-identification (or aeri-theory-model for a theory paper)

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