aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance…
Use when calibrating expectations for the fast, decisive American Economic Review: Insights (AER: Insights) review process — conditional-accept-or-reject decisions, the single-round model, and pre-empting the objections a short paper cannot afford. Explains the process and
Claude Code
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-referee-strategy --agent claude-code
Codex
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-referee-strategy -a codex -y
Cursor
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-referee-strategy -a cursor -y
Gemini CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-referee-strategy -a gemini-cli -y
GitHub Copilot
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-referee-strategy -a github-copilot -y
OpenCode
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-referee-strategy -a opencode -y
Windsurf
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-referee-strategy -a windsurf -y
name: aeri-referee-strategy description: Use when calibrating expectations for the fast, decisive American Economic Review: Insights (AER: Insights) review process — conditional-accept-or-reject decisions, the single-round model, and pre-empting the objections a short paper cannot afford. Explains the process and stress-tests the paper; it does not write the response letter (see aeri-rebuttal).
AER: Insights runs **single-blind** AEA peer review: authors are visible to referees, while referees remain anonymous to authors. It is deliberately **fast and decisive**:
**Strategic implication:** because there is no R&R to fix things later, the paper must be **submission-ready and objection-proofed up front**. You get essentially one substantive look. A weak design, an overclaim, or a missing key check that an AER R&R would let you repair will instead produce a reject here.
A short paper has no room to answer everything during review, so answer the decisive objections **before** submitting:
| Likely objection | Pre-empt before submission | |------------------|----------------------------| | "Not important / not general interest" | Lead with the surprise and the prior overturned ([`aeri-topic-selection`](../aeri-topic-selection/SKILL.md)) | | "Already known / incremental" | Confront the closest paper directly ([`aeri-literature-positioning`](../aeri-literature-positioning/SKILL.md)) | | "Design not credible" | Put the single strongest diagnostic in-text ([`aeri-identification`](../aeri-identification/SKILL.md)) | | "Result not robust" | One in-text check + a signposted appendix battery ([`aeri-robustness`](../aeri-robustness/SKILL.md)) | | "Overclaimed" | Calibrate the claim to exactly what is identified |
Use the venue-neutral [reviewer-objection-checklist](../../resources/README.md) to stress-test the design by identification strategy before drafting the final version.
【Process understood】conditional-accept/reject, no R&R, ~8wk conditional window? [Y/N] 【Decisive objections pre-empted】importance / novelty / design / robustness / claims 【Submission-ready】no key check deferred to a nonexistent round? [Y/N] 【Caps met】word + exhibit limits satisfied (no auto-return)? [Y/N] 【Fallback venue】<AEJ or field journal if reject> 【Next step】aeri-submission
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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