econ-audit
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academic-beamer-deck
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10find-data
Help researchers identify and catalog relevant datasets for empirical research. Use this skill whenever a user asks to find data, locate datasets, identify data sources, or asks "what data exists for...", "where can I get data on...", "is there a dataset that...", or similar. Also trigger when the user describes a research question and needs to know what data could support it, asks about data availability for a particular topic or geography, wants to compare data sources, or mentions needing panel data, cross-sectional data, or time-series data for a project. Trigger on mentions of "find data", "data search", "dataset", "data source", "microdata", "administrative data", "survey data", "public-use data", "restricted data", or when the user specifies parameters like time windows, geographic levels, or data frequency in the context of research. Also trigger when the user asks for help downloading, scraping, or structuring a dataset that has been identified.
7pipeline-audit
Adversarial data pipeline review — audits variable construction, sample restrictions, and analytical decisions against pre-analysis plans
6data-dictionary
Auto-generate comprehensive codebooks from Stata .dta files — variable lists, summary statistics, value labels, and missingness reports
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