Databases Agent Skills

Guides and best practices for working with Neon Serverless Postgres.

Creates and manages ephemeral Neon databases for testing, CI/CD pipelines, and isolated development environments.

Select only required columns to reduce memory and transfer costs; apply to base queries and relations

Create and maintain Odoo 18 CE modules following OCA conventions

Step-by-step Odoo version upgrade advisor: pre-upgrade checklist, community vs enterprise upgrade path, OCA module compatibility, and…

Ingest data into Ocean Data Platform (ODP) / HUB Ocean using the ODP Python SDK — covers datasets, file uploads, tabular data, and spatial…

Typed knowledge graph stored in sage-memory.

Migration Deep Dive for OpenEvidence.

Activate when the user asks about any repository listed in the system prompt under 'OpenViking — Indexed Code Repositories', or when they…

Optimize and improve the performance of slow Entity Framework Core (EF Core) queries: make them generate less SQL, make fewer database…

Provides comprehensive guidance for Oracle database including SQL, PL/SQL, database administration, and Oracle-specific features.

Execute use when you need to work with ORM code generation.

Transactional outbox pattern for reliable event publishing.

Use when the user explicitly types `ov dream` or `ov recall ` and the request should be routed to the OpenViking sync/recall CLI…

Enforces Alibaba P3C MySQL coding standards for database design, SQL optimization, and indexing.

Provides comprehensive guidance for MongoDB database including document operations, queries, aggregation, indexes, and best practices.

Provides comprehensive guidance for Spring Data JPA including repositories, entity management, query methods, and database operations.

Standardize MotherDuck delivery across client engagements with reusable provisioning, isolation, and handoff patterns.

Database performance troubleshooting across all engines.

Managed vector database for production AI applications.

Query integrated indexes using text with Pinecone MCP.