본문으로 건너뛰기
cccskills
무료GitHub에 공개

aeja-literature-positioning

Use when the marginal contribution of an American Economic Journal: Applied Economics (AEJ: Applied) manuscript is fuzzy or undersold and must be staked precisely against prior applied-micro work. Positions the contribution; it does not fix the identification (aeja-identification) or the prose (aeja-writing-style).

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

실행 점수 미검증

설치 방법 보기

포함된 파일(1)

  • SKILL.md5.3 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Literature Positioning (aeja-literature-positioning)

When to trigger

  • A referee or co-author asks "what is new here relative to [closely related paper]?"
  • The introduction cites a wall of references but never states the marginal addition
  • You are unsure whether your contribution is an answer, a design, a setting, or a measurement
  • The paper risks reading as a replication or a marginal extension of an existing AEJ: Applied / AER paper

The AEJ: Applied contribution bar

At AEJ: Applied the contribution is judged as: a credibly identified answer to a question the applied-micro community has not yet settled, positioned against the closest prior work — not the whole field. Editors and referees reward a contribution that is specific, honest, and load-bearing. Name your contribution type, then position only against the papers that threaten it.

Contribution typeWhat "new" must meanPositioning move
New answera magnitude prior work did not credibly estimateshow why prior designs failed to identify it
New design / source of variationa cleaner identification of a known questioncontrast your design's assumptions vs. the standard one
New setting / populationexternal validity that changes the lessonargue why this setting is informative, not just available
New mechanismdecomposing a known effect into channelsshow the prior literature left the channel ambiguous
New measurementa quantity nobody could measure beforeestablish the measure's validity, not just its novelty

Positioning craft

  1. The three-paper test. Name the three papers closest to yours and write one sentence each on what they establish and what they leave open. Your contribution lives in the "leave open" gaps.
  2. The honest delta. State the marginal addition in one sentence the closest author would agree with. If they would say "we already did that," the delta is too thin.
  3. Position by design, not by topic. "First paper on X in country Y" is weak; "first credibly identified estimate of X because design D removes confound C" is strong.
  4. Cite siblings correctly. Distinguish what AER, AEJ: Policy, and field journals have established so you are not re-claiming settled ground.

Checklist

  • Contribution type named (answer / design / setting / mechanism / measurement)
  • Three closest papers identified, each with "establishes / leaves open" sentences
  • One-sentence honest delta the closest author would accept
  • Positioned by identification, not merely by topic or geography
  • No overclaim of "first" without the design reason prior work left it open
  • Related sibling-journal results acknowledged (AER / AEJ: Policy / field) so nothing settled is re-claimed

Anti-patterns

  • A literature-review "tour" with no stated marginal addition (a top AEJ: Applied referee reflex)
  • Claiming "first to study X" when the novelty is only setting or data, not identification
  • Positioning against distant papers to dodge the closest competitor
  • Inflating the gap by ignoring a recent paper that already partly closed it
  • Burying the contribution sentence on page 6 instead of paragraph 1–2 of the intro

Worked vignette (illustrative)

A draft claims to be "the first study of cash transfers and schooling in [country]." A referee replies that three RCTs already estimate this effect elsewhere, so geography is not a contribution. The AEJ: Applied fix is to reposition by identification and mechanism: the closest papers estimate the effect where transfers are conditional, leaving open the unconditional case; this paper exploits an unconditional rollout and shows the schooling response is half as large (illustrative), isolating the conditionality channel. The contribution becomes a mechanism the closest authors would agree they did not pin down — not a new map pin.

Referee pushback mapped to the positioning fix

  • "This is incremental relative to [closest paper]." → State the honest delta in one sentence the closest author would accept; show the specific gap their design left open.
  • "You claim 'first' but it is just a new setting." → Reframe as a cleaner identification or a new mechanism, with the design reason prior work left it open.
  • "You ignore [recent paper] that already does this." → Cite it, state precisely what it settled, and position in the residual gap rather than the whole field.

Output format

【Contribution type】answer / design / setting / mechanism / measurement
【Three closest papers】1) ___ (open: ___) 2) ___ (open: ___) 3) ___ (open: ___)
【Honest delta】one sentence the closest author would accept
【Positioned by】identification reason prior work left it open: ___
【Sibling check】settled by AER/AEJ:Policy/field that we do NOT re-claim: ___
【Next step】aeja-identification (or aeja-writing-style if design is settled)

리뷰

아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.

댓글

로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.

아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.

보내면 바로 공개됩니다. 이메일 주소나 전화번호 같은 개인 정보는 쓰지 마세요. URL은 2개까지입니다.

0 / 1,000자

이 양식은 reCAPTCHA로 보호되며 Google 개인정보처리방침 및 서비스 약관이 적용됩니다.

같은 저장소의 스킬

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.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

brycewang-stanford/Awesome-Journal-Skills1.3천2026년 9월 27일 업데이트

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.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

brycewang-stanford/Awesome-Journal-Skills1.3천2026년 9월 27일 업데이트

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.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

brycewang-stanford/Awesome-Journal-Skills1.3천2026년 9월 27일 업데이트

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.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

brycewang-stanford/Awesome-Journal-Skills1.3천2026년 9월 27일 업데이트

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.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

brycewang-stanford/Awesome-Journal-Skills1.3천2026년 9월 27일 업데이트

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.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

brycewang-stanford/Awesome-Journal-Skills1.3천2026년 9월 27일 업데이트

brycewang-stanford의 스킬 모두 보기

이 스킬의 문제 신고