Databases Agent Skills for Windsurf (legacy)

Migrate to Algolia from Elasticsearch, Typesense, or Meilisearch.

Advises on database selection, schema design, indexing, query optimization, and migration.

This skill enables Claude to analyze and optimize database query performance.

Use when touching retiring old logic, collapsing duplicate owners, removing fallbacks, or schema/persistence/source-of-truth boundaries…

Apache Iceberg tables on Databricks — Managed Iceberg tables, External Iceberg Reads (fka Uniform), Compatibility Mode, Iceberg REST…

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning.

Analyzes and optimizes Apache Spark jobs for performance, cost, and resource utilization

Apex Cursor API for paginating large SOQL results (up to 50M records) — cursor navigation, Queueable chaining, LWC pagination.

EMBEDDED — Retrieves proven SQL patterns and reusable CTEs.

Database Schema Designer

Migration Architect

Guides you step-by-step through defining a calculated attribute (dimension) on a Honeydew entity.

Azure Cosmos DB SDK for Python (NoSQL API).

This skill enables Claude to analyze and optimize database query performance.

Automatically manages PostgreSQL backups with pgBackRest and Wasabi S3 storage when working with FairDB databases

This skill enables Claude to generate ORM models and database schemas.

This skill helps implement database audit logging for tracking changes and ensuring compliance.

This skill optimizes database connection pooling for enhanced performance and resource management.

Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views.

MUST use when writing BigQuery queries.

Use when reviewing BigQuery spend, query failure patterns, or scan inefficiencies -- identifying which jobs, users, or projects drive…