senior-data-engineer

Plugin senior-data-engineer from marketplace expert-ai-developer-skills in jggomez/expert-ai-developer-skills. Commands read from the repo's manifest — 2 days ago.

Skills (4)

• cdc-scd-patterns

  Guides Change Data Capture (CDC) ingestion via Datastream and Slowly Changing Dimension (SCD) modeling in BigQuery/Dataform. Use when replicating an operational database, designing history-tracking dimension tables, or implementing SCD Type 1/2 merge logic.

• context-capture

  Use when finishing a task at State 5 (Ship & Finish) or when the user explicitly asks to "save context", "guarda contexto", "record decisions", or "hand off" — writes ultra-compact persistent memory to context/memory/ and ensures target-project root AGENTS.md (<= 90 lines) stays wired to DESIGN.md a

• context-restore

  Use at session start (State 0) or when asked to "load context", "catch up", or "what was done before" — prioritizes LLM Wiki Progressive Disclosure (context/memory/MEMORY.md) across Claude Code and Google Antigravity while supporting user-confirmed restore for scripted sessions (context/sessions/).

• gcp-data-engineering

  Guides architecture decisions for data pipelines on Google Cloud — lake/warehouse/lakehouse design, batch vs. streaming, orchestration tool selection (Dataform, Cloud Composer/Airflow, Dataflow/Beam), and BigQuery cost/performance tuning (partitioning, clustering, slots). Use when designing a new pi

Subagents (1)

• senior-data-engineer

  Specialized agent for designing and building data pipelines on Google

MCP servers (4)

• bigquery

  connects to: https://bigquery.googleapis.com/mcp

• datastream

  connects to: https://datastream.googleapis.com/mcp

• dataform

  connects to: https://dataform.${GCP_REGION:-us-central1}.rep.googleapis.com/mcp

• pubsub

  connects to: https://pubsub.googleapis.com/mcp