/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
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-literature-positioning --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/aeri-literature-positioning
Context preview
The summary Claude sees to decide when to auto-load this skill.
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
SKILL.md
aeri-literature-positioning.SKILL.mdname: 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`](../aeri-topic-selection/SKILL.md). 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`](../aeri-writing-style/SKILL.md)). 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`](../aeri-topic-selection/SKILL.md)). 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)
Read more
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`](../aeri-topic-selection/SKILL.md). 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`](../aeri-writing-style/SKILL.md)). 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`](../aeri-topic-selection/SKILL.md)). 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)
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