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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Builds a retail product search agent on Google Cloud, from catalog ingestion into BigQuery and Vector Search to ADK scaffolding, evaluation and Cloud Run deployment. | google/ | 10k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | Query Cloud Trace spans, filter by latency thresholds or error status, correlate distributed traces with Cloud Logging, and diagnose latency bottlenecks across Google Cloud services. | google/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Skill for Graph Query Language (GQL) or SQL/PGQ queries against a property graph. | google/ | 22k | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Run a custom investigation: review a chosen slice of conversations instead of a random sample, by writing a SQL selector over the observed agent's telemetry, and optionally narrow what the reviewer… | google/ | 10k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Analyzes BigQuery slot use, query costs and execution bottlenecks from INFORMATION_SCHEMA to diagnose slow queries, slot contention and unpartitioned scans. | google/ | 21k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Interviews you about data model, workload and scale, then recommends one Google Cloud database from a decision matrix and drafts starter provisioning code for review. | google/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. | google/ | 22k | — | ~946 | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Translates Snowflake dbt SQL models into standardized BigQuery SQL, keeping Jinja constructs and tracking progress in a migration tasks file. | google/ | 21k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | today |
| 9 | Manages datasets, tables, and jobs in BigQuery. An agent skill from google/skills. | google/ | 21k | 1 repo | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | Assists in provisioning instances/tables, designing performant schemas, and querying data in Bigtable. | google/ | 21k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated database operations. | google/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 12 | Generates Python code using BigQuery DataFrames (BigFrames). | google/ | 21k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Provides data-retrieval best practices, tool selection guidance, and performant SQL query syntax for BigQuery telemetry across INFORMATIONSCHEMA, Cloud Monitoring, and the REST API. | google/ | 21k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | today |
| 14 | Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries. | google/ | 21k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Provides diagnostic workflows and step-by-step root-cause analysis procedures for actively broken, failing, or slow BigQuery jobs, execution graph and query plan stage bottlenecks, system… | google/ | 21k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | This file generates or explains Cloud SQL resources. An agent skill from google/skills. | google/ | 21k | — | ~973 | Automated safety check: Pass | Apache-2.0 | today |
| 17 | Summarizes Google Cloud Data Lineage graphs to help users debug data quality issues and understand data provenance for BQ/GCS. | google/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Answer natural language questions and perform analysis on GKE cluster and workload costs using BigQuery billing exports, cost allocation data, and live cluster monitoring metrics. | google/ | 21k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Stores, retrieves, and manages data as objects in Cloud Storage on Google Cloud (also known colloquially as GCS) buckets. | google/ | 21k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | A skill your agent uses to manage Google Cloud Workload Manager evaluations, rules, scanned resources, and validation results by using public client libraries and the REST API. | google/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | Retrieve, query, and identify relevant Cloud Monitoring metric descriptors on Google Cloud for a service or resource (such as Compute Engine, Spanner, BigQuery, Cloud Run, Cloud SQL, Pub/Sub, Cloud… | google/ | 21k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | Manages GKE storage, including PVCs, PersistentVolumes, and Filestore. | google/ | 21k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | Discovers requirements and designs a borderless open data lakehouse using Lakehouse for Apache Iceberg and BigQuery data agents. | google/ | 21k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 24 | Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark (Lightning Engine). | google/ | 21k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | today |
| 25 | Discovers requirements and generates architectural, design, and deployment guidance for dynamic hybrid search systems by combining semantic search and keyword search. | google/ | 21k | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | Generates Logging Query Language (LQL) queries for Cloud Logging on Google Cloud from natural language. | google/ | 21k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | Analyzes the downstream impact (blast radius) when a BigQuery table or view is broken, stale, or modified. | google/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | Assists in provisioning instances and databases, designing performant schemas, and querying data in Spanner. | google/ | 21k | — | ~855 | Automated safety check: Pass | Apache-2.0 | today |