common-workflows
Common patterns and workflows for Azure DevOps and database queries. Use to avoid inefficient searches and tangents.
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Common patterns and workflows for Azure DevOps and database queries. Use to avoid inefficient searches and tangents.
When creating or removing a new feature flag from the database
Safe patterns for evolving database schemas in production with decision trees and troubleshooting guidance.
Drizzle ORM for TypeScript - type-safe SQL queries, schema definitions, migrations, and relations. Use when building database layers in Next.js or Node.js applications.
Neon PostgreSQL serverless database - connection pooling, branching, serverless driver, and optimization. Use when deploying to Neon or building serverless applications.
Backup, restore, and validate golden datasets for AI/ML systems - ensuring test data integrity and preventing catastrophic data loss
Validation rules, schema checks, duplicate detection, and coverage analysis for golden dataset integrity
Use this skill when designing database schemas for relational (SQL) or document (NoSQL) databases. Provides normalization guidelines, indexing strategies, migration patterns, and performance optimization techni...
Design ETL/ELT pipeline architectures with proper patterns for reliability and scalability.
dbt best practices for models, tests, documentation, and project organization.
Apache Airflow DAG design, operators, and scheduling best practices.
PySpark fundamentals for distributed data processing.
Data quality testing with dbt tests, Great Expectations, and monitoring.
Query optimization, partitioning, clustering, and warehouse tuning.
Dimensional modeling, normalization, and schema design for analytics.
Maintains memory cleanliness with deduplication, validation, and expiration
Enterprise Neon Serverless PostgreSQL Platform with AI-powered database architecture, Context7 integration, and intelligent branching orchestration for scalable modern applications
Enterprise Supabase PostgreSQL Platform with AI-powered open-source BaaS architecture, Context7 integration, and intelligent PostgreSQL orchestration for scalable modern applications
SQL best practices with pgTAP, sqlfluff 3.2, query optimization, and migration management.
AI-powered enterprise performance optimization orchestrator with Context7 integration, Scalene AI profiling, intelligent bottleneck detection, automated optimization strategies, and predictive performance tunin...
Implement PostgreSQL repository with bulk upsert, soft delete filtering, and fastapi-pagination/filter integration
Continue phase execution from checkpoint
Implement PostgreSQL repository with bulk upsert, soft delete filtering, and fastapi-pagination/filter integration
Database workflows - schema design, migrations, query optimization. Use when designing schemas, reviewing migrations, optimizing queries, preventing N+1 problems, or working with ORMs like Prisma, Drizzle, and...
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