Document database schemas, ERD diagrams, table relationships, indexes, and constraints. Use when documenting database schema, creating ERD diagrams, or writing table documentation.
VaultCPA database schema reference with 50+ Prisma models, relationships, and query patterns. Use when working with database models, designing features, or understanding data…
Validates database schemas, Kysely types, and migrations. Use when checking schema correctness or migration safety.
Database Schema Visualizer - Auto-activating skill for Visual Content. Triggers on: database schema visualizer, database schema visualizer Part of the Visual Content skill…
Create robust, error-proof Prisma seed scripts with comprehensive error handling and validation.
Generate realistic test data and database seed scripts using Faker libraries. Use when populating development databases, creating test fixtures, generating demo data with…
Configure and operate TinyDB for JSON-based document storage. Use when setting up databases, creating queries, or managing data persistence.
Optimisation et administration SQL Server. Se déclenche avec "SQL Server", "SSMS", "execution plan", "index SQL Server", "Always On", "tempdb — from general/general-misc
Automate database synchronization, replication, migration, and cross-platform data integration
Быстрый просмотр структуры БД — таблицы, колонки, превью строк, схемы. Без генерации SQL.
Expert in creating database diagrams and visual representations. Use when generating ERDs, schema diagrams, or visualizing database relationships with Mermaid.js.
Database workflows - schema design, migrations, query optimization. Use when designing schemas, reviewing migrations, optimizing queries, preventing N+1 problems, or working with…
SQL, databases, ORMs, and data modeling. Activated when Claude works with database code, .sql files, Prisma schemas, or database-related npm packages.
Shared reference for the databases-data cluster: the store-selection model (OLTP vs OLAP vs in-memory vs ORM-managed), and the conventions every spoke shares — index choice, ID…
DATABASICS integration. Manage data, records, and automate workflows. Use when the user wants to interact with DATABASICS data.
Use when working with ES/NQ futures market data, before calling any Databento API - follow mandatory four-step workflow (cost check, availability check, fetch, validate); prevents…
Databowl integration. Manage Recordses. Use when the user wants to interact with Databowl data.
Databox integration. Manage data, records, and automate workflows. Use when the user wants to interact with Databox data.
Databricks integration. Manage Workspaces. Use when the user wants to interact with Databricks data.
Create Databricks AI/BI dashboards. Must use when creating, updating, or deploying Lakeview dashboards as Databricks Dashboard have a unique json structure.
Guide for authenticating with Databricks Apps using cookie-based auth when OAuth/PAT tokens don't work. Use when connecting to Databricks Apps with User Authorization enabled.
Diagnose broken or unexplained Databricks compute — slow cold starts, failed cluster launches, Photon paying its premium without the speedup, DBR-upgrade landmines, and…
Discover, inspect, start, stop, and monitor Databricks clusters using dbx.py. Use before any skill that needs a running cluster.
Configure Databricks profile and authenticate for Databricks Connect, Databricks CLI, and Databricks SDK.
Databricks CLI operations and the parent/entry-point skill for all Databricks work: authentication, profile selection, data exploration, bundles, and Genie natural-language data…
Hunt down Databricks cost leaks — wasted DBUs, idle clusters, oversized SQL warehouses, and untagged runaway spend — and produce a FinOps cost report.
Optimize Databricks costs with cluster policies, spot instances, and monitoring. Use when reducing cloud spend, implementing cost controls, or analyzing Databricks usage costs.
Implement Delta Lake data management patterns including GDPR, PII handling, and data lifecycle. Use when implementing data retention, handling GDPR requests, or managing data…
Databricks documentation reference. Use as a lookup resource alongside other skills and MCP tools for comprehensive guidance.
Configure Databricks enterprise SSO, Unity Catalog RBAC, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up…
Execute Databricks incident response procedures with triage, mitigation, and postmortem. Use when responding to Databricks-related outages, investigating job failures, or running…
Install and configure Databricks CLI and SDK authentication. Use when setting up a new Databricks integration, configuring tokens, or initializing Databricks in your project.
Run Databricks jobs and notebooks using dbx.py -- submit, wait for completion, get output, and manage runs. Covers both one-off runs and existing job triggers.
Mutating-runtime live guard for Unity Catalog privilege management on Azure Databricks. Executes exactly ONE GRANT or REVOKE of a single privilege on a single Unity Catalog…
Configure Databricks local development with Databricks Connect, Asset Bundles, and IDE. Use when setting up a local dev environment, configuring test workflows, or establishing a…
Unity Catalog metric views: define, create, query, and manage governed business metrics in YAML. Use when building standardized KPIs, revenue metrics, order analytics, or any…
Execute comprehensive platform migrations to Databricks from legacy systems. Use when migrating from on-premises Hadoop, other cloud platforms, or legacy data warehouses to…
Create and manage Databricks notebooks programmatically. Use when generating ingestion code, creating ETL notebooks, executing Databricks workflows, or when user mentions notebook…
Set up comprehensive observability for Databricks with metrics, traces, and alerts. Use when implementing monitoring for Databricks jobs, setting up dashboards, or configuring…
Optimize Databricks cluster and query performance. Use when jobs are running slowly, optimizing Spark configurations, or improving Delta Lake query performance.
Execute SQL queries against Databricks using the DBSQL MCP server. Use when querying Unity Catalog tables, running SQL analytics, exploring Databricks data, or when user mentions…
Comprehensive guide to Spark Structured Streaming for production workloads. Use when building streaming pipelines, working with Kafka ingestion, implementing Real-Time Mode (RTM),…
Augments Databricks_MCP_Agent with operational incident management, audit logging, escalation, and change documentation for on-call team operations.
Guard production Databricks data pipelines — Delta Lake, Liquid Clustering, Structured Streaming, Auto Loader, and DLT — against the twelve foot-guns that fire at scale:…
Generate realistic synthetic data using Spark + Faker (strongly recommended). Supports serverless execution, multiple output formats (Parquet/JSON/CSV/Delta), and scales from…
Generate realistic synthetic data using Faker and Spark, with non-linear distributions, integrity constraints, and save to Databricks.
Create and populate Databricks Delta tables via interactive REPL or notebook submission. Uses dbx.py for operations and PySpark for data transforms.
Add and update column descriptions and table comments in Unity Catalog. Use when documenting tables, onboarding new datasets, or enforcing metadata standards.
Explore Databricks Unity Catalog tables -- list, describe, preview data, and profile columns. Uses dbx.py for metadata and the interactive REPL for data queries.
Pilot a Databricks Hive Metastore (HMS) → Unity Catalog (UC) migration before the deadline — audit every table's migratability, produce a dependency-ordered migration plan, trace…
Unity Catalog system tables for lineage, audit logs, billing, compute, jobs, and query history. Use when querying system.access.audit, system.access.table_lineage,…
Review Databricks Unity Catalog governance on Azure: three-level namespace design, GRANT privilege model, identity federation with Microsoft Entra ID, service principal posture,…
Build RAG / unstructured-document evaluation datasets and demo documents (e.g. for Knowledge Assistant) on Databricks: generate synthetic PDFs locally, upload to Unity Catalog…
Upgrade Databricks runtime versions and migrate between features. Use when upgrading DBR versions, migrating to Unity Catalog, or updating deprecated APIs and features.
Configure Databricks job notifications, webhooks, and event handling. Use when setting up Slack/Teams notifications, configuring alerts, or integrating Databricks events with…
Denk met de gebruiker mee over hoe het eruit moet zien en wat interactief wordt, in een kort gesprek van een paar vragen met keuzes - de toon, de stijl, het visitekaartje van de…
Rechenzentrumskonnektivität: Carrier Meet-Me, Cross-Connects, SLA, Wegerecht im Gebäude, Datenschutz/Sicherheit und Ausfallhaftung im Telekommunikationsrecht.
Every GTM API plan on datacircle.dev, as one file you download and query. Use it to compare or price a GTM data API.
Dataclass patterns including frozen dataclasses, slots, immutability, and value objects. Activated when designing data classes or value types.
Run the Data Contract CLI (`datacontract test`) against ODCS contracts in the project to verify the live data still conforms — schema, quality rules, and freshness.