aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance…
Use when deciding whether a project is the ONE crisp, important, well-identified insight that an American Economic Review: Insights (AER: Insights) short-format manuscript requires, rather than a multi-result paper for AER or a field paper for the AEJ family. Tests
Claude Code
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-topic-selection --agent claude-code
Codex
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-topic-selection -a codex -y
Cursor
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-topic-selection -a cursor -y
Gemini CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-topic-selection -a gemini-cli -y
GitHub Copilot
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-topic-selection -a github-copilot -y
OpenCode
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-topic-selection -a opencode -y
Windsurf
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-topic-selection -a windsurf -y
name: aeri-topic-selection description: Use when deciding whether a project is the ONE crisp, important, well-identified insight that an American Economic Review: Insights (AER: Insights) short-format manuscript requires, rather than a multi-result paper for AER or a field paper for the AEJ family. Tests single-insight fit; it does not run the analysis.
AER: Insights publishes **short, self-contained papers built around a single important, well-executed idea**. The decision is not "is this good?" but "**is there exactly ONE crisp, surprising, well-identified insight that can stand alone in a short paper at AER-level importance?**" Three filters:
1. **Single-insight test.** State the paper in **one sentence** with one headline object (one estimate, one theorem, one fact, one method-changes-the-answer result). If you need "and" to describe the contribution, you likely have an AER paper or two AER: Insights papers, not one. 2. **Importance test.** The single insight must clear **AER-level general interest** — a non-specialist economist should care. AER: Insights is *short*, not *minor*; a small or incremental result is a reject regardless of length. 3. **Self-containment test.** The whole argument — setup, identification, headline result, the one or two checks that matter — must fit in **≤7,000 words (minus 200 per exhibit, ≤5 exhibits)** with everything else in the online appendix. If the core argument cannot be made short, it is not an AER: Insights paper.
| Symptom | Better venue | |---------|--------------| | Multiple inter-dependent results that need each other | AER (long, multi-result flagship) | | One result but field-specific, not general interest | AEJ: Applied / Micro / Macro / Policy | | Incremental / a robustness note on existing work | a field journal or a comment | | Pure methods with no substantive payoff in a short paper | a methods/econometrics journal |
| Archetype | The single insight is… | Failure mode | |-----------|------------------------|--------------| | One clean causal estimate | a single headline effect from a credible design | reporting every heterogeneity split in-text | | A striking new fact / measurement | one important fact a non-specialist did not know | a descriptive paper with no single takeaway | | A sharp theory result | one surprising theorem / impossibility | a general framework with the result as a corollary | | A method that flips an answer | the substantive answer it changes, in few pages | the method shown without a substantive payoff |
A fictional project has (a) a clean RCT effect of posted wages on women's applications, (b) a heterogeneity split by occupation, and (c) a structural extension on wage offers. The AER: Insights paper is **(a) alone** — one surprising, general-interest, cleanly identified effect. (b) and (c) go to the Supplemental Appendix or a separate paper. Compressing all three into one short paper would be a "mini-AER" and likely a reject; the discipline is to make (a) the entire paper and defend it superbly in few pages.
If you cannot pass all three filters — single insight, AER-level importance, self-containment — the honest move is to route elsewhere (AER for multi-result, an *AEJ* for field interest) rather than force-fit. The fast, no-R&R process ([`aeri-referee-strategy`](../aeri-referee-strategy/SKILL.md)) punishes a borderline fit with a quick reject.
【One-sentence insight】<single headline object> 【Importance】why a non-specialist cares (general interest, AER-level) 【Prior overturned】<belief the result corrects> 【Fits short format?】core argument under cap, rest to appendix? [Y/N] 【Venue check】AER: Insights vs AER vs AEJ — chosen because […] 【Next step】aeri-literature-positioning
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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