Databases Agent Skills

Use when adding or modifying a SQL query against the SQLite store — symptoms include "add a method to *Store", "new column on nodes"…

Use when creating a new database table, entity, or data model.

Adhd Ecs Olog

Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and…

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.

Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and…

Query AgentDB through the controller bridge -- semantic routing, hierarchical recall, causal graphs, context synthesis, pattern store/search

AgentDB Vector Search Optimization operates on 3 fundamental principles:

Use when doing ANY task involving Supabase.

Read and write Airtable bases, tables, and records directly via the REST API and curl — CRUD, filterByFormula, upserts, pagination.

Configure Algolia local development with separate dev index, mocking,

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