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.
Use when a Games and Economic Behavior (GEB) manuscript involves experimental data or numerical illustration — analyzing strategic-game…
Processes data records from a source file
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.
Use when handling data documentation, sharing, and confidentiality for an American Journal of Sociology (AJS) manuscript.
Process use when you need to ensure database integrity through comprehensive
Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.
Process use when you need to work with connection management.
Database Designer - POWERFUL Tier Skill
Database management commands and the bin/run utility for executing Ruby scripts against specific event databases.
Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime…
Generate database migration scripts for Liquibase, Flyway, Alembic with rollback safety, data preservation, and zero-downtime patterns
Query optimization, indexing strategies, and database performance tuning for PostgreSQL and MySQL