Use when analyzing and reporting results for a Psychological Science manuscript.
Use when executing and reporting the analysis for a Social Psychology Quarterly (SPQ) manuscript so it survives expert, masked review…
Use when running and reporting the analysis for a Journal of Business Venturing (JBV) manuscript — choosing estimators that fit…
Data exploration and analysis partner for Product Managers.
Enriches data catalog entries with automated metadata
Use to build Cell's data and code deposition plan and the Data and Code Availability statement that lives inside STAR Methods Resource…
Use when collecting data for a research project, downloading time series, building a dataset, accessing economic or social data APIs, or…
Design and implement data-flow analyses for compiler optimization
Establish data ownership, quality standards, compliance policies, and metadata management.
This skill provides patterns for working with the data-layer module.
Use when user invokes /lineage with a column name (optionally qualified with table/schema).
Create safe, reversible database migration scripts with rollback capabilities, data validation, and zero-downtime deployments.
Design data models for business domains using entity-relationship or domain-driven design.
Creates entity model documents with Mermeaid.js ER diagrams and attribute tables.
Use when a Games and Economic Behavior (GEB) manuscript involves experimental data or numerical illustration — analyzing strategic-game…
Use when working with structured data files (CSV, JSON, YAML, TOML, Parquet) — querying, transforming, filtering, aggregating, or…
Processes data records from a source file
Audit datasets for completeness, consistency, accuracy, and validity.
Profiles data assets to assess quality dimensions, detect anomalies, and generate comprehensive data quality reports with actionable…
Build, audit, or repair data-driven full-screen operational dashboards and command-center displays.
Transform raw data into compelling narratives that drive decisions and inspire action.