academic-research-skills
claude5 skills + 35 modes + Material Passport pipeline. Includes v3.6.7 cross-model audit gate and v3.6.8 generator-evaluator contract.
5 skills · 16 commands · 4 agents · hooks
Imbad0202/academic-research-skills 56,698
claude
econ-empirical-skills
采用分层路由的实证经济学 skills 集合。econ-pipeline 记录研究阶段，八个专业 skills 分别处理设计、数据、估计、机制、稳健性、结果诊断、初稿写作和排版。
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Plugin econ-empirical-skills from marketplace econ-empirical-skills in 67666-ls/stata-skills-v0.1. Commands read from the repo's manifest — 12 days ago.
What it installs
Skills (9)
econ-data处理实证经济学项目的数据合并、变量构造、样本筛选、政策时点对齐、缩尾和指标测度，并检查重复值、未匹配记录、缺失传播及其他静默错误。适用于 Stata 或 Python 数据准备，以及 TFP、数字化、新质生产力和耦合指标的构造与核验。
econ-design审查中文实证经济学研究的研究问题、处理组与对照组、政策时点、识别假设和主要威胁，并判断现有设计是否足以进入数据与估计阶段。适用于选题评估、DID/IV/RD 设计审查、内生性讨论、平行趋势前提和投稿层级可行性分析。
econ-did设计、实现和诊断 DID、交错 DID 与事件研究估计，包括 TWFE、Callaway--Sant'Anna、Sun--Abraham、stacked DID、LP-DID、HonestDiD 和 SDID。适用于基准回归、动态效应、平行趋势、处理效应异质性及相应 Stata 代码审查。
econ-latex将中文或英文实证论文初稿整理为 LaTeX，转换回归结果 CSV 或 Stata 导出表，生成 booktabs 三线表，插入图形并诊断编译错误。适用于 ctexart/XeLaTeX、article/pdfLaTeX、esttab 表格和投稿前 PDF 排版核对；所有数字必须来自现有结果文件，输出仅供研究者复核。
econ-mechanism设计和审查实证论文的机制、异质性与调节效应分析，覆盖 D→M 单方程、系数衰减、传统三步法、因果中介分解、分组回归、三重交互和因果森林。适用于比较不同机制方法、识别处理后坏控制及解释机制证据的边界。
econ-pipeline组织中文实证经济学项目的研究过程，依次管理研究设计、数据、DID 与识别诊断、结果核对、机制、稳健性、写作和排版，并通过 _pipeline_state.md 保存跨会话进度。适用于从选题开始、继续既有项目、查看论文进度或推进到下一研究阶段；最终文本是供研究者复核的初稿，不作投稿或发表保证。
econ-reverse-result在回归结果反号、不显著、对设定敏感或与理论机制冲突时，按数据、样本、时点、模型和结果分布开展诊断，并据此判断是识别脆弱、理论预期不适用还是效应具有条件性。适用于假设未获支持和结果复核，不用于追求显著性。
econ-robustness根据具体识别威胁设计实证论文的稳健性与敏感性分析，包括替换变量和政策时点、调整样本窗口、安慰剂、PSM-DID、熵平衡、聚类推断、Oster 界、交错 DID 稳健估计、排除同期政策、DML 及 IV/RD 替代识别。
econ-writing起草、重构和润色中文实证经济学论文初稿，包括标题、摘要、引言、文献综述、理论假设、研究设计、实证结果、机制分析和结论，也可处理贡献说明、投稿信及逐条审稿回复。写作以已核实的制度事实、文献和估计结果为限，按目标期刊或用户给定字数控制篇幅，输出仅供研究者复核与学习参考。
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