Databases Agent Skills for Microsoft Copilot

Safely replace a hot computed/derived read with a cheaper persisted-or-SQL projection by shipping it DARK behind a flag, pinned by an…

Strategic guidance for designing modern data platforms, covering storage paradigms (data lake, warehouse, lakehouse), modeling approaches…

Design and verify data contracts, schema changes, migrations, rollbacks, backfills, compatibility windows, tenant isolation, and…

Data ingestion patterns for loading data from cloud storage, APIs, files, and streaming sources into databases.

Constraints, triggers, audit trails, referential integrity, and data validation.

Design field mapping specifications between source and destination systems for synchronizing insurance AMS and CRM data, LOS to reporting…

Use this agent when reviewing PRs that touch database migrations, data backfills, or any code that transforms production data.

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.

Design Power BI data model relationships and Power Query transformation specifications for combining insurance and financial services data…

Database schema design and data modeling patterns including normalization principles (1NF-5NF), denormalization trade-offs, entity…

Enforces rigorous safety protocols, multi-layer backups, and phased execution for high-risk production database operations.

Design partitioning and sharding strategies for data at scale.

Create and manage modular portable database pods (SQLite + metadata + embeddings).

Generates data quality check code for bauplan pipelines and ingestion workflows.

Process this skill enables AI assistant to generate realistic test data

Use when large data ingestion, backfill, export, ETL, warehouse loading, manifest catch-up, or table synchronization needs to become much…

Process use when you need to ensure database integrity through comprehensive

Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database…

Process use when you need to archive historical database records to

Process use when you need to track database changes for compliance and