Claude Skills

Use when the user asks to run a full empirical / causal analysis in Python — by default in the style of an applied economics paper (AER / QJE / JPE / ReStud / AEJ) with DID / RD / IV / SCM / DML / matching, written-out estimating equation + identifying assumption, Table 1 / Table 2 / event-study figure / robustness gauntlet — OR in epidemiology / public health style (target-trial emulation, IPTW + g-formula + TMLE triplet, Mendelian randomization, KM/AFT survival, E-value sensitivity, STROBE/TRIPOD reporting) — OR in ML causal inference style (DML, S/T/X/R/DR meta-learners, causal forest, Drag...

★ 2,835 Synced 3 weeks ago View SKILL.md

At a glance

Plugin install Stata Actively maintained
Install /plugin marketplace add brycewang-stanford/Auto-Empirical-Research-Skills /plugin install statspai-skill
Can use Not declared by the author

Setup, runtime and requirements describe brycewang-stanford/Auto-Empirical-Research-Skills, the repo this skill ships in.

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Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript. Use...

Systematic strategic planning framework for philosophy and interdisciplinary academic papers targeting preprint platforms (PhilArchive, arXi...

Draft economics papers with proper structure and academic style

Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components...

Guide for creating DAAF agent definition files. Covers 12-section template, hook registration, skills-in-frontmatter, integration checklist....

End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. Supports R, Stata, Python, Julia....

Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize

Fetch economic data from FRED, World Bank, and other APIs

Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in...

Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with...

This skill covers Bayesian estimation and inference in quantitative social science. Use when the user is specifying priors, running MCMC, di...

Create academic presentations in Beamer with professional themes