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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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 |
| 2 | Skill for BigQuery AI and Machine Learning queries using standard SQL and AI. | google/ | 22k | — | ~592 | Automated safety check: Pass | Apache-2.0 | today |
| 3 | 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 |
| 4 | 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 |
| 5 | Generates Python code using BigQuery DataFrames (BigFrames). | google/ | 21k | 1 repo | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | 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 |
| 7 | 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 |
| 8 | 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 |
| 9 | Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries. | google/ | 21k | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | 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 |
| 11 | 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 |
| 12 | 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 |
| 13 | Manage and query Agent Platform RAG Engine Corpora and retrieve grounded contexts using the Google GenAI SDK. | google/ | 21k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 14 | 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 |
| 15 | Deploys and optimizes AI/ML inference workloads on GKE, using GPUs, TPUs, and model servers. | google/ | 21k | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | 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 |
| 17 | Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search system in Google Cloud. | google/ | 21k | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | 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 |
| 19 | 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 |
| 20 | Assists in designing and implementing secure n-tier serverless web applications and microservices on Google Cloud. | google/ | 21k | — | ~5.5k | Automated safety check: Pass | Apache-2.0 | today |