Create and manage data pipelines using the FlowerPower framework with Hamilton DAGs and uv. Use when users request creating flowerpower projects, pipelines, Hamilton dataflows, or ask about flowerpower configuration, execution, or CLI commands.
Flyway database migrations - use for schema changes, data migrations, version management, and PostgreSQL DDL
Generate data migration scripts for Frappe. Use when migrating data from legacy systems, transforming data structures, or importing large datasets.
This skill should be used when moving data between storage locations, changing data structures, renaming fields, or removing deprecated data. Covers schema versioning, safe migration methods, the Foundry unset operator, and idempotent migrations.
Use when loading data into BigQuery from CSV, JSON, Avro, Parquet files, Cloud Storage, or local files. Covers bq load command, source formats, schema detection, incremental loading, and handling parsing errors.
Design database schemas for Grey Haven multi-tenant SaaS - SQLModel models, Drizzle schema, multi-tenant isolation with tenant_id and RLS, timestamp fields, foreign keys, indexes, migrations, and relationships. Use when creating database tables.
Comprehensive data validation using Pydantic v2 with data quality monitoring and schema alignment for PlanetScale PostgreSQL. Use when implementing API validation, database schema alignment, or data quality assurance. Triggers: 'validation', 'Pydantic', 'schema', 'data quality'.
Implement a Python connector that conforms to the LakeflowConnect interface for data ingestion.
Implement cursor-based or offset pagination for Prisma queries. Use for datasets 100k+, APIs with page navigation, or infinite scroll/pagination mentions.
Use when defining events, fields, and governance for GTM analytics pipelines.
Containerize Java applications - Dockerfile optimization, JVM settings, security
Complete management for Jokers Hockey website - deployment, build checks, database migrations (Drizzle ORM), and PM2 process management. Use for any Jokers site operation.
Skill for creating and editing Spatie Laravel Data classes following Prowi conventions. Use when working with Data classes, DTOs, or data transfer objects. Enforces proper constructor-based properties, annotation-based validation, and Collection usage.
This skill guides configuring Litestream for continuous SQLite backup in Rails 8+ apps. Use when setting up production backups for SQLite databases (Solid Queue, Solid Cache, Solid Cable).
Enforces local-first architecture principles for Breath of Now. Use this skill when working with data, state management, or sync features. Ensures IndexedDB (Dexie.js) is always the source of truth.
Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto database queries, Azure Data Explorer, ADX clusters, log analytics, time series data, IoT telemetry, anomaly detection.
TDD workflow with HyperShift cluster - real-time debugging with full cluster access
Create and destroy HyperShift clusters on AWS for testing Kagenti platform. Manages ephemeral OpenShift clusters.
Manage HyperShift clusters on AWS for Kagenti testing. Create, destroy, debug clusters and check quotas.
