aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without…
Use when an AEJ: Economic Policy decision letter (R&R or reject-and-resubmit) has arrived and a response-letter strategy and revision plan are needed. Structures the response to referees and editor with policy-relevance front and center; it does not run new estimation or
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aejpol-rebuttal --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/aejpol-rebuttalContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when an AEJ: Economic Policy decision letter (R&R or reject-and-resubmit) has arrived and a response-letter strategy and revision plan are needed. Structures the response to referees and editor with policy-relevance front and center; it does not run new estimation or
name: aejpol-rebuttal description: Use when an AEJ: Economic Policy decision letter (R&R or reject-and-resubmit) has arrived and a response-letter strategy and revision plan are needed. Structures the response to referees and editor with policy-relevance front and center; it does not run new estimation or redesign identification from scratch.
The editor's letter is the contract — **prioritize what the editor emphasizes**, then address every referee point. At AEJ: Policy the recurring high-stakes asks are about (a) the **credibility of the causal claim**, (b) the **welfare / policy reading**, and (c) **robustness and reproducibility**. Treat the response as a chance to make the policy contribution *more* prominent, not just to patch holes.
1. **Editor-first summary.** Open the letter with a short paragraph naming the 2–3 changes that address the editor's main concerns, and how the paper is now a stronger *policy* contribution. 2. **Point-by-point, per referee.** Quote each comment; respond with what you changed, where (section/table/figure), and the result. Concede where the referee is right; defend with evidence where they are not — politely and with a specific exhibit. 3. **A "what's new" map.** A table mapping each major comment to the revision so the editor can verify coverage at a glance.
Respectful, specific, evidence-led. Every "we agree" is followed by a concrete change; every "we respectfully disagree" is followed by an exhibit or a citation. Keep claims calibrated — over-defending invites a second round.
For each referee point, write three short moves so the editor can verify coverage quickly: 1. **Restate** the comment in one neutral sentence (quote the key phrase). 2. **Act** — "We agree and have [change], now in [Section/Table/Figure]," or "We respectfully disagree; [exhibit/citation] shows [evidence]." 3. **Point** — name the exact location in the revised manuscript where the change lives.
Keep the agree:disagree ratio honest — concede the genuine points fully and reserve disagreement for places where you have a concrete exhibit. A letter that disagrees with everything reads as defensive and invites a second round.
An R&R on a transfer-program paper: the editor stresses "the welfare interpretation is not convincing"; Referee 1 doubts parallel trends; Referee 2 wants external validity. Plan: (1) letter opens with the new MVPF derivation answering the editor; (2) R1 → add honest-DID bounds and flat leads to Section 4, cite in the letter; (3) R2 → add heterogeneity by state characteristics and a scope paragraph. A comment→revision table closes the letter. The contribution reads as a sharper policy answer than the original.
【Editor's main concern】+ the 2–3 changes that address it (letter opener) 【Per-referee responses】[comment → change → location → result] 【Concede vs. defend】list, each with its evidence 【Welfare/policy strengthening】what was added (not just caveated) 【Reproducibility】package + restricted-data path confirmed? [Y/N] 【Comment→revision map】attached? [Y/N] 【Next step】resubmit via AEA system
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
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without…
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,…
Use when preparing an accepted AAAI paper for camera-ready source submission to AAAI Press, including proceedings page limits, two-column template compliance,…
Use when designing or auditing AAAI experiments for the broad-AI program committee, including baselines, ablations, statistical significance, robustness, human…
Use when positioning an AAAI paper's novelty against archival work, contemporaneous arXiv or workshop papers, and AAAI/IJCAI/NeurIPS/ICML/ICLR neighbors across…
Use when strengthening an AAAI paper's reproducibility checklist (placed after references), experimental traceability, seed and hyperparameter reporting,…