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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Write, review, and migrate Supabase logs queries against the ClickHouse-backed logs table (the logs.all.otel analytics endpoint). | supabase/ | 111k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | 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 |
| 3 | Scaffold, build, and verify a neocarta source or format connector against the connector contract. | neo4j-labs/ | 146 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 4 | 4.Mfs Find Search, grep, browse, and read across registered MFS data sources via the mfs CLI — codebases, docs, PDFs, web crawls, databases (postgres/mysql/mongo/snowflake/bigquery), issue trackers… | zilliztech/ | 153 | — | ~4k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 5 | Register, update, or re-sync data sources for MFS so they become searchable — postgres / mysql / mongo / snowflake / bigquery, github / jira / linear / notion / hubspot / zendesk, slack / discord /… | zilliztech/ | 153 | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 6 | Delegates dbt and warehouse tasks such as lineage, migrations and cost attribution to the altimate-code CLI agent and relays its answer back. | AltimateAI/ | 128 | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 7 | Author, validate, and manage Contact Center AI (CCAI) Insights Configurable Dashboards. | GoogleCloudPlatform/ | 107 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | Fast, cloud-based patent searching across 100 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval | RobThePCGuy/ | 196 | — | ~1.4k | Automated safety check: Notes | MIT | 3 days ago |
| 9 | Answer analytical, KPI, metric, trend, cohort, and business-performance questions through a Sidemantic semantic layer. | sidequery/ | 129 | — | ~982 | Automated safety check: Pass | AGPL-3.0 | 2 days ago |
| 10 | Generate reproducible analysis artifacts — SQL queries, Python visualizations, and summary tables — as you work through a BigQuery data analysis. | warpdotdev/ | 825 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 11 | 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 | yesterday |
| 12 | 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 |
| 13 | Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. | google/ | 22k | — | ~946 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | Adding a new warehouse or source adapter crate to the Rocky engine. | rocky-data/ | 304 | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Design or add Sesori product analytics. An agent skill from sesori-ai/sesori_apps_monorepo. | sesori-ai/ | 126 | — | ~1.8k | Automated safety check: Pass | Unknown | yesterday |
| 16 | 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 |
| 17 | 17.SQL Queries Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.). | w95/ | 239 | 3 repos | ~2.8k | Automated safety check: Pass | MIT | 7 mo ago |
| 18 | Configure GCP Cloud Audit Logs for compliance. An agent skill from sickn33/agentic-awesome-skills. | sickn33/ | 47k | 2 repos | ~3.8k | Automated safety check: Pass | MIT | today |
| 19 | Automate Google BigQuery tasks via Rube MCP (Composio): run SQL queries, explore datasets and metadata, execute MBQL queries via Metabase integration. | ComposioHQ/ | 77k | 3 repos | ~1.6k | Automated safety check: Pass | No licence | 21 days ago |
| 20 | Queries and downloads public cancer imaging data from NCI Imaging Data Commons. | K-Dense-AI/ | 48k | 1 repo | ~7.8k | Automated safety check: Pass | MIT | 4 days ago |
| 21 | 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 |
| 22 | Review and run read-only natural-language SQL against a customer data warehouse with cached schema introspection and explicit write grants. | HybridAIOne/ | 158 | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 23 | MUST use when writing BigQuery queries. | windmill-labs/ | 18k | — | ~2.2k | Automated safety check: Pass | Unknown | today |
| 24 | Skill for adding functional integ test for new source by taking reference from existing MySQL integ tests. | GoogleCloudPlatform/ | 1.3k | — | ~6.2k | Automated safety check: Notes | Apache-2.0 | today |
| 25 | Provide a lookup index of dbt models (BigQuery tables) to guide query writing against a data warehouse. | warpdotdev/ | 825 | — | ~915 | Automated safety check: Pass | MIT | 1 mo ago |
| 26 | Design GCP architectures for startups and enterprises. An agent skill from alirezarezvani/claude-skills. | alirezarezvani/ | 28k | — | ~3.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 27 | Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. | aws/ | 2.8k | 1 repo | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | Import data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift, Snowflake, BigQuery, DynamoDB, or existing Glue… | aws/ | 2.8k | 1 repo | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 29 | 29.SQL Sentinel Audit SQL for the cost & performance anti-patterns that burn warehouse credits. | sickn33/ | 47k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | today |
| 30 | Generates Python code using BigQuery DataFrames (BigFrames). | google/ | 21k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 31 | 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 |
| 32 | 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 |
| 33 | 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 |
| 34 | 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 |
| 35 | 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 |
| 36 | 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 |
| 37 | 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 |
| 38 | 38.SQL Queries Generate SQL queries from natural language descriptions. An agent skill from phuryn/pm-skills. | phuryn/ | 27k | — | ~907 | Automated safety check: Pass | MIT | 25 days ago |
| 39 | Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights. | davila7/ | 32k | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 40 | Core skill for game sentiment querying and analysis. An agent skill from infometa/workbuddyskills. | infometa/ | 346 | — | ~3.3k | Automated safety check: Warn | No licence | yesterday |
| 41 | Implement applications using Google Cloud Platform (GCP) services. | ancoleman/ | 526 | — | ~3.9k | Automated safety check: Pass | MIT | 10 mo ago |
| 42 | Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. | github/ | 40k | 1 repo | ~1.3k | Automated safety check: Pass | MIT | today |
| 43 | Running experiments out of the data warehouse instead of via dedicated experiment platforms. | rampstackco/ | 941 | — | ~7.3k | Automated safety check: Pass | MIT | 2 days ago |
| 44 | 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 |
| 45 | 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 |
| 46 | 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 |
| 47 | 47.Bug Radar Bug-library analysis lane for TideRider. An agent skill from infometa/workbuddyskills. | infometa/ | 346 | — | ~2.7k | Automated safety check: Warn | No licence | yesterday |
| 48 | Run read-only SQL against BigQuery public datasets with local result capture, cost safeguards, and reproducibility outputs. | ClawBio/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |