跳到正文
cccskills
免费在 GitHub 公开

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).

中文简介正在准备中。当前显示原文说明。

实测评分 未实测

查看安装方法

包含的文件(1)

  • SKILL.md5.5 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

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 typeOne-line framingWatch-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)

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without violating double-blind or immutable-supplement rules.

中文简介正在准备中。当前显示原文说明。

brycewang-stanford/Awesome-Journal-Skills13022026年9月27日 更新

Use when drafting an AAAI author response (rebuttal) under the single short character-limited author-feedback window, the no-URL rule, no-new-results guidance, AI-generated-review handling, and the AAAI two-phase review process where Phase-2 papers receive one feedback round before SPC/AC discussion.

中文简介正在准备中。当前显示原文说明。

brycewang-stanford/Awesome-Journal-Skills13022026年9月27日 更新

Use when preparing an accepted AAAI paper for camera-ready source submission to AAAI Press, including proceedings page limits, two-column template compliance, copyright transfer, purchased extra technical pages, deanonymization, registration, oral or poster presentation, and final public artifact release.

中文简介正在准备中。当前显示原文说明。

brycewang-stanford/Awesome-Journal-Skills13022026年9月27日 更新

Use when designing or auditing AAAI experiments for the broad-AI program committee, including baselines, ablations, statistical significance, robustness, human evaluation, AI-for-Social-Impact and alignment/safety evidence, compute and cost reporting, and reproducibility-checklist alignment for Phase-1 survival.

中文简介正在准备中。当前显示原文说明。

brycewang-stanford/Awesome-Journal-Skills13022026年9月27日 更新

Use when positioning an AAAI paper's novelty against archival work, contemporaneous arXiv or workshop papers, and AAAI/IJCAI/NeurIPS/ICML/ICLR neighbors across the broad AI scope, while staying inside AAAI's dual-submission and AI-as-source policy constraints and writing a related-work section legible to non-specialist reviewers.

中文简介正在准备中。当前显示原文说明。

brycewang-stanford/Awesome-Journal-Skills13022026年9月27日 更新

Use when strengthening an AAAI paper's reproducibility checklist (placed after references), experimental traceability, seed and hyperparameter reporting, compute and cost disclosure, dataset access and licensing, code/data ZIP readiness, and the claim-to-evidence map that Phase-1 reviewers use to judge rigor across AAAI's broad AI scope.

中文简介正在准备中。当前显示原文说明。

brycewang-stanford/Awesome-Journal-Skills13022026年9月27日 更新

查看 brycewang-stanford 的全部技能

报告此技能的问题