brycewang-stanford/Auto-Empirical-Research-Skills0°

auto-empirical-research-skills

仓库创建 2026年4月3日最近提交 21 天前SkillHot 收录 20 天前

▸ 精选理由

便于在单一安装中选择并调用细化的经验研究技能。

这个 Skill 做什么

作为 AERS 仓库的路由器，按任务选择并加载合适的研究技能包。

把整套 AERS 仓库当成一本工具书时，这个路由器负责根据你的研究任务自动挑出合适的子技能包来用，比如因果推断、计量经济学、复现、稿件写作或整套论文流程。只有在把整个仓库作为单个 skill 安装到 IDE（如 Codex、Claude Code）时才用到，避免一次性加载所有子目录浪费资源。特别之处是它懂得按研究阶段和用途分发对应的 vendored skill，帮你精准命中需要的功能模块。

▸ 展开 SKILL.md 英文原文

Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, manuscript writing, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.

研究检索研究路由技能目录经验研究通用

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安装 / 使用

给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/brycewang-stanford/Auto-Empirical-Research-Skills/main/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/brycewang-stanford/Auto-Empirical-Research-Skills/main/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

# Auto-Empirical Research Skills Router

Use this root skill when the full AERS repository has been installed as a single skill folder. Treat it as a router and catalog, not as a request to load every vendored `SKILL.md`.

## Workflow

1. Classify the user's empirical-research task by stage:
   - Full pipeline or orchestration: start with `skills/69-Paper-WorkFlow/` or the `skills/00.*` flagship analysis skills.
   - Causal inference and econometrics: search `catalog/skills.json` or `docs/TAXONOMY.md` for DID, IV, RD, SCM, DML, panel FE, matching, survival, Bayesian, or Stata/R/Python terms.
   - AER or top economics journal work: start with `skills/50-brycewang-aer-skills/`.
   - Replicatio

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