Skills for Real Engineers. Straight from my .agents directory.
stata-accounting-research
Agent skill frombrycewang-stanford/Auto-Empirical-Research-Skills
STATA code pattern library for empirical archival accounting research. Provides tested syntax from 126 peer-reviewed JAR (Journal of Accounting Research) replication files (2017-2025). Use when the user asks procedural questions like "How do I implement [method]?" or "Show me code for [technique]" — including: entropy balancing, propensity score matching (PSM), difference-in-differences (DiD), regression discontinuity (RDD), instrumental variables (IV), event studies (CAR/BHAR), survival analysis, Fama-MacBeth regressions, bootstrap, quantile regression, reghdfe/xtreg/areg, clustering standard errors, fixed effects, esttab/outreg2 table formatting, winsorization, leads/lags. Users can specify their variables (e.g., treatment, outcomes, controls) and receive adapted syntax. NOTE: This skill provides code patterns from published papers, not research design advice.
How to install stata-accounting-research
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills# or add only this skill to Claude Code: copy the folder
skills/18-jusi-aalto-stata-accounting-research/
# into
~/.claude/skills/18-jusi-aalto-stata-accounting-research/ (all projects)
.claude/skills/18-jusi-aalto-stata-accounting-research/ (one project)
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