aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance…
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
Claude Code
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aeja-literature-positioning --agent claude-code
Codex
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeja-literature-positioning -a codex -y
Cursor
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeja-literature-positioning -a cursor -y
Gemini CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeja-literature-positioning -a gemini-cli -y
GitHub Copilot
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeja-literature-positioning -a github-copilot -y
OpenCode
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeja-literature-positioning -a opencode -y
Windsurf
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeja-literature-positioning -a windsurf -y
name: aeja-literature-positioning description: 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).
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 type | What "new" must mean | Positioning move | |-------------------|----------------------|------------------| | New **answer** | a magnitude prior work did not credibly estimate | show why prior designs failed to identify it | | New **design / source of variation** | a cleaner identification of a known question | contrast your design's assumptions vs. the standard one | | New **setting / population** | external validity that changes the lesson | argue why this setting is informative, not just available | | New **mechanism** | decomposing a known effect into channels | show the prior literature left the channel ambiguous | | New **measurement** | a quantity nobody could measure before | establish the measure's validity, not just its novelty |
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.
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.
author would accept; show the specific gap their design left open.
mechanism, with the design reason prior work left it open.
position in the residual gap rather than the whole field.
【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)
Stanford REAP × CoPaper.AI · 由斯坦福实证方法论团队精选与维护 访问 copaper.ai 微信:CoPaper.AI 按 11 个主流学科板块覆盖 经管与商科 社会科学 人文学科 数学与物理科学 生命科学 医学与健康 工程与技术 计算机科学与 AI 体育科学 点击任一学科名可跳转到对应说明;每类下的代表子领域在正文总览中完整列出。下方封面墙按 venue 导航,完整分类见覆盖一览。 🧭 布局指南 · 📚 Skill Pack 一览 · ⚡ 如何使用 · 🧪 自动实证
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