auto-empirical-research-skills

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.

Aller à l'installation

Dépôt: caixinyu2017-star/xixi
Dernière activité de la source: 6 juillet 2026 à 10:00
Langue détectée de SKILL.md: anglais
Étoiles: 1
Forks: 0

Options d'installation

Le prompt qui vérifie d'abord la source est sélectionné par défaut. Vous pouvez passer à une commande directe ou télécharger une copie locale.

Installer avec Codex ou Claude Copiez ce prompt, collez-le dans Codex, Claude ou un autre assistant, puis laissez-le vérifier la page du skill et l'installer pour vous.

Une commande directe contourne le prompt de vérification. Examinez la source avant de l'exécuter.

npx skills add https://github.com/caixinyu2017-star/xixi --skill auto-empirical-research-skills

La commande reste sur une seule ligne. Faites défiler horizontalement pour la vérifier avant de la copier.

Vous préférez une copie locale ? Téléchargez les fichiers actuellement disponibles dans SkillsMP.

Vérifiez les fichiers source

Lisez SKILL.md et les fichiers associés affichés par SkillsMP avant de décider de l'installer.

Explorateur de fichiers

100 fichiers

SKILL.md

Instructions source · Aperçu en lecture seule

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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

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/.
Replication, citation, or peer review: use docs/SKILL_CATALOG.md and docs/GOLDEN_WORKFLOWS.md to choose a focused skill.
Chinese academic de-AIGC or academic rewriting: start with skills/48-copaper-ai-chinese-de-aigc/ or nearby writing skills in the catalog.

Read only the selected child skill's SKILL.md, then follow its progressive-disclosure instructions for references/, scripts/, assets/, or templates.

If no child skill clearly matches, inspect catalog/skills.json first, then docs/SKILL_CATALOG.md. Avoid broad recursive reads of skills/.

For installation help, use docs/INSTALL.md for Codex-style copy installs and INSTALL.md for Claude Code marketplace/plugin installs.

If editing this repository, keep parent and nested repos separate. In particular, inspect git status inside skills/69-Paper-WorkFlow/ before touching it.

Install Notes

Whole-repo imports are supported by this root SKILL.md as a lightweight compatibility entry point.

Individual skill installs are still preferred when a runtime expects one folder per skill. Copy the folder that directly contains the target SKILL.md.

Do not copy the repository root into a runtime and expect every child skill to become individually registered unless that runtime explicitly supports recursive skill discovery.

Key Files

catalog/skills.json: machine-readable list of vendored skills.

docs/SKILL_CATALOG.md: human-readable skill index.

docs/TAXONOMY.md: task and method taxonomy.

docs/GOLDEN_WORKFLOWS.md: ready-to-use empirical-research prompts.

docs/INSTALL.md: runtime installation guidance for single-skill and whole-repo use.