Agent skills

Use when executing and reporting the analysis for a Population and Development Review (PDR, Wiley / Population Council) manuscript so it…

Use when executing and reporting the analysis for a Public Opinion Quarterly (POQ) manuscript so it survives expert, double-blind review…

Use when executing and reporting the analysis for a Public Administration Review (PAR) manuscript so it survives expert, double-blind…

Use when executing or auditing the quantitative core of a Quantitative Economics (QE) manuscript — estimation (structural/GMM/MSM or…

Use when running and reporting the analysis for a Journal of the Academy of Marketing Science (JAMS) manuscript — selecting the estimator…

Use when running and reporting the statistical analysis for a Journal of Marketing (JM) manuscript — the right estimator for a big-tent…

Use when running and reporting the analysis for a Journal of Marketing Research (JMR) manuscript — selecting the estimator that matches…

Use when executing and stress-testing the empirical analysis for a Research Policy (RP) manuscript — building bibliometric/patent…

Use when running and reporting the empirical-archival analysis for a Journal of Accounting Research (JAR) manuscript — standard-error…

Use when running and reporting the empirical analysis for a Review of Accounting Studies (RAST) manuscript — standard-error clustering…

Use when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript…

Use when executing and reporting the analysis for a Social Forces (SF) manuscript so it survives expert, double-anonymized review — honest…

Structure a product data analysis, metric deep-dive, funnel analysis, or cohort study.

Use when executing and reporting the analysis for a World Politics manuscript so it survives expert triple-blind review and the Dataverse…

Use this skill for quantitative product or business analysis: data quality checks, metric diagnostics, KPI design and reporting…

Route broad Data Analytics requests to the appropriate quantitative analysis, visualization, dashboard, report, notebook, KPI…

Use this DeepCTR sub-skill for SparseFeat, DenseFeat,

Data architecture patterns (warehouse, lake, lakehouse, mesh), ETL/ELT pipelines, streaming architectures, scaling strategies, and schema…

Process large datasets efficiently using chunk(), chunkById(), lazy(), and cursor() to reduce memory consumption and improve performance

Clean a CSV/TSV/Excel file - fix headers, trim whitespace, remove duplicates, validate

Produce documented data cleaning scripts that log every transformation with N before/after each step, generate a CONSORT-style exclusion…