gemini-cli-extensions/data-agent-kit-starter-pack

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dataform-bigquery Expertise in generating clean, correct, and efficient Dataform pipeline code for BigQuery ELT. Use this when creating…

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gcp-pipeline-resource-provisioning Automates declarative resource creation and provisioning for data pipelines, supporting BigQuery, Dataform, Dataproc,…

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accidental-data-loss-prevention **STOP AND VERIFY**: Before running any command or tool that results in irreversible data loss, you MUST obtain expli…

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bigquery-data-transfer-service Discovers and inspects BigQuery Data Transfer Service (DTS) configurations. Use this to identify existing ingestion p…

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building-data-apps Build modern data apps, dashboards, and interactive reports using either React + Vite or Streamlit. Includes optional…

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dbt-bigquery Expert guidance for creating, modifying, and optimizing dbt pipelines for BigQuery. Use this skill whenever user asks…

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discovering-gcp-data-assets Finds and inspects data assets within Google Cloud. Relevant when any of the following conditions are true: 1. The …

gemini-cli-extensions/data-agent-kit-starter-pack

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gcp-dataflow Guides writing, packaging, executing, and troubleshooting Apache Beam pipelines on Dataflow. Use when creating new pi…

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managing-python-dependencies Ensures proper Python dependency management, avoiding global `pip install` and adhering to project-specific tooling. …

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data-autocleaning Automated data quality and transformation capabilities for Dataform/dbt/BigQuery pipelines. Processes data sourced fr…

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gcp-composer-troubleshooting Provides expert guidance for troubleshooting Cloud Composer (Apache Airflow) and Orchestration pipelines. Use this sk…

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gcp-data-pipelines Primary entry point for building, managing, and orchestrating data pipelines on Google Cloud. Guides users to the app…

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gcp-pipeline-orchestration This skill helps the agent generate or update orchestration pipeline definitions for Google Cloud Composer to initial…

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gcp-spark Develops and executes Spark code on Managed Spark on Google Cloud (Dataproc Clusters and Serverless). Reads and write…

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ml-best-practices CRITICAL RULE: You MUST use this skill whenever the task involves any machine learning tasks or data analysis. Use th…

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notebook-guidance This skill guides the use of Jupyter notebooks for data analysis, exploration, and visualization, particularly with B…

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gcloud-auth-verification Guidelines for identifying and resolving missing Google Cloud authentication and Application Default Credentials (ADC…

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developing-with-bigquery A repository of BigQuery-specific logic, knowledge, and specialized standards. Use this skill whenever you are doing …

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bigquery-ai-ml >- Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. Use when you ne…

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bigquery-bigframes >- Generates Python code using BigQuery DataFrames (BigFrames), the pandas/scikit-learn-style API over BigQuery. Use …

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bigquery-graph Provides guidelines and best practices for querying and defining property graphs and semantic graphs in BigQuery usin…

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bigquery-sql >- Provides BigQuery SQL query optimization techniques, execution best practices, and performance tuning rules for hi…

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enforcing-resource-attribution Enforces resource attribution for CLI commands. Use this skill whenever you are running `bq` or `gcloud` commands via…

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federate-lakehouse-catalog >- Sets up Google Cloud Lakehouse federated catalogs to remote Iceberg REST Catalogs. Currently supported catalogs: D…

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gcp-managed-airflow-migrations Provides guidance for migrating Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Compo…

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gcs-security-assessment >- Assesses the security posture of Google Cloud Storage (GCS) buckets and projects. Grounds every finding in gathere…

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google-cloud-storage-basics >- Stores, retrieves, and manages data as objects in Cloud Storage (Google Cloud Storage, or GCS) buckets. Use when y…

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gcp-managed-airflow-dag-authoring Guides the authoring and validation of Apache Airflow DAGs for Managed Service for Apache Airflow (MSAA; formerly Clo…

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gcp-managed-airflow-recommendations Provides recommendations and best practices for creating, configuring, tuning and optimizing Managed Service for Apac…

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bigtable-basics Assists in provisioning instances/tables, designing performant schemas, and querying data in Bigtable. Use when desig…

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google-cloud-auth-verification Mandatory Step 0 pre-flight execution order and authentication verification for Google Cloud Platform (GCP), Applicat…

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google-cloud-storage-bucket-architect Creates Cloud Storage (Google Cloud Storage, or GCS) buckets. Analyzes the workload (sensitive data, media hosting, i…

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google-cloud-storage-fuse Mounts Cloud Storage buckets as a POSIX file system with Cloud Storage FUSE (gcsfuse). Use when you need to interact …

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resolving-mcp-region-configs Mandatory Step 0 pre-flight check for regional Google Cloud MCP servers (e.g. Dataproc) before using MCP tools or fal…

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schema-mapping Guides the process of analyzing, mapping, and documenting transformations between source and target schemas for any d…

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