Use only when the current request primarily requires unresolved judgment about how scientific evidence should be visually communicated in…
Converts raw CSV, Excel, or JSON datasets into professional, interactive visual reports and KPI dashboards.
Create publication-quality plots and visualizations using matplotlib and seaborn.
Snowflake, BigQuery, clustering, partitioning, and materialized views for warehouse performance.
Guides database schema design, migration planning, and query optimization based on universal development standards.
Guide database design, migration, and query optimization.
Architects robust database systems by implementing multi-tenant isolation, transaction boundaries, and data consistency strategies.
Use this skill when the user needs to choose a database, design a schema, set up Supabase or another database, write queries, handle…
Guides database schema design, migration workflows, and query optimization using industry-standard development practices.
Expert guidance on building Swift database client libraries.
Explore the PostgreSQL database schema, query data, generate Prisma migrations, and audit data integrity.
Implements database layers using Prisma, Drizzle ORM, TypeORM, SQLAlchemy 2.0, GORM, Diesel, Entity Framework Core 8, Hibernate/Panache…
Designs and optimizes database indexing strategies using ESR principles and advanced access patterns for maximum query performance.
Safe database migration manager for zero-downtime DDL changes and rollback plans.
Use for Drizzle migrations: schema/table/column changes, migration generation or regeneration, sequence conflicts after rebase, idempotent…
Database design and migration patterns for Alembic migrations, schema design (SQL/NoSQL), and database versioning.
When to activate: replication, leader-follower, CDC, Debezium, read replica, failover, logical replication, multi-master
Database schema design for PostgreSQL/MySQL with normalization, relationships, constraints.
Design relational schemas from requirements with normalization, migrations, ERDs, RLS policies, and indexes for PostgreSQL, MySQL, and…
Database schema validation, data integrity testing, migration testing, transaction isolation, and query performance.
Databricks Agent Production Readiness skill