econ-reviewer
经济学顶刊标准审稿Skill。按AER/QJE/Econometrica/JPE顶刊标准审查论文输出（图表+回归表），列出潜在致命缺陷。触发词：顶刊审稿/论文审查/econ reviewer/经济学期刊标准/PR
Profile →npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill econ-reviewer --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# econ-reviewer — 经济学顶刊标准审稿Skill > 本 Skill 模拟**顶刊（AER, QJE, Econometrica, JPE, REStud）**匿名审稿人视角，对论文的**识别策略、实证结果、图表质量、理论机制**进行全面审查。**输出潜在致命缺陷列表和修改建议**，不替代研究者做决定。 ## 适用场景 - 论文投稿前的自查（模拟审稿人视角） - 与 Agent 协作写完论文后的独立审查（新开窗口，不同上下文） - 审稿人意见回复前的预审 - 评估已发表顶刊论文的贡献时使用 ## 核心理念 **不审格式，只审实质**。顶刊审稿的核心判断标准是： 1. **识别策略是否可靠**——因果推断是否干净 2. **理论机制是否有文献支撑**——不是拍脑袋 3. **结果是否稳健**——是否经过多种 robustness checks 4. **贡献是否明确**——相
What does the econ-reviewer skill do?
经济学顶刊标准审稿Skill。按AER/QJE/Econometrica/JPE顶刊标准审查论文输出（图表+回归表），列出潜在致命缺陷。触发词：顶刊审稿/论文审查/econ reviewer/经济学期刊标准/PR
How do I install it?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill econ-reviewer --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Auto-Empirical-Research-Skills, a repository with 3,244 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.