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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 | yesterday |
| 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 | yesterday |
| 3 | Debugs logical errors and data discrepancies in Dataflow templates by launching jobs via Terraform and comparing source (e.g. | GoogleCloudPlatform/ | 1.3k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | Detects flaky Go tests by analyzing GitHub Actions workflow runs across the last 7 days and all PRs — covering both the run-tests job (unit/integration) and the e2e-test job (gVisor and microVM… | agent-substrate/ | 4.8k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Functionally tests local Dataflow pipeline changes against the main branch using ephemeral GCP resources and gated approvals. | GoogleCloudPlatform/ | 1.3k | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 6 | This skill should be used when the user wants to "set up tracing", "monitor my ADK agent", "configure logging", "add observability", "debug production traffic", or needs guidance on monitoring… | pifferologo/ | 129 | 1 repo | ~2.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 7 | Scaffold, build, and verify a neocarta source or format connector against the connector contract. | neo4j-labs/ | 147 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | 8.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/ | 154 | — | ~4k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 9 | 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/ | 154 | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 10 | Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the datastream-to-spanner (CDC) template. | GoogleCloudPlatform/ | 1.3k | — | ~572 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 11 | 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 | 3 days ago |
| 12 | Specific runner skill that creates integration tests for the gcs-spanner-dv (Data Validation) template. | GoogleCloudPlatform/ | 1.3k | — | ~517 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 13 | Author, validate, and manage Contact Center AI (CCAI) Insights Configurable Dashboards. | GoogleCloudPlatform/ | 107 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 14 | 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 | 3 days ago |
| 15 | Generate reproducible analysis artifacts — SQL queries, Python visualizations, and summary tables — as you work through a BigQuery data analysis. | warpdotdev/ | 824 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 16 | Creates DrawIO XML diagrams of Google Cloud architectures from text or images, and analyzes existing .drawio files to list their GCP components. | a5c-ai/ | 1.8k | — | ~3.7k | Automated safety check: Pass | MIT | 24 days ago |
| 17 | Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the sourcedb-to-spanner (Bulk) template. | GoogleCloudPlatform/ | 1.3k | — | ~475 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 18 | 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 |
| 19 | Guides through adding new features, MCP tools, analyzers, and extending the patent creator system. | RobThePCGuy/ | 196 | — | ~1.3k | Automated safety check: Notes | MIT | 4 days ago |
| 20 | Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the spanner-to-sourcedb (Reverse Migration) template. | GoogleCloudPlatform/ | 1.3k | — | ~479 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | 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 | yesterday |
| 22 | Guide for implementing a database source connector in the v2/datastream-to-spanner forward migration Dataflow template. | GoogleCloudPlatform/ | 1.3k | — | ~1.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 23 | Guide for implementing a database source connector in the v2/sourcedb-to-spanner forward migration Dataflow template. | GoogleCloudPlatform/ | 1.3k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 24 | Adding a new warehouse or source adapter crate to the Rocky engine. | rocky-data/ | 304 | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | Guide for implementing a database source connector in the v2/spanner-to-sourcedb reverse migration Dataflow template. | GoogleCloudPlatform/ | 1.3k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 26 | Template-agnostic Orchestrator Skill for generating and executing exhaustive testing suites for any migration template. | GoogleCloudPlatform/ | 1.3k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 27 | 27.SQL Queries Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.). | w95/ | 244 | 3 repos | ~2.8k | Automated safety check: Pass | MIT | 7 mo ago |
| 28 | 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 | yesterday |
| 29 | 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 | 23 days ago |
| 30 | 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 | 6 days ago |
| 31 | 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 | yesterday |
| 32 | Skill for adding data type integ tests for new source by provided datatypemappingmatrix. | GoogleCloudPlatform/ | 1.3k | — | ~7.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 33 | Review and run read-only natural-language SQL against a customer data warehouse with cached schema introspection and explicit write grants. | HybridAIOne/ | 159 | — | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 34 | MUST use when writing BigQuery queries. | windmill-labs/ | 18k | — | ~2.2k | Automated safety check: Pass | Unknown | yesterday |
| 35 | 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 | yesterday |
| 36 | Provide a lookup index of dbt models (BigQuery tables) to guide query writing against a data warehouse. | warpdotdev/ | 824 | — | ~915 | Automated safety check: Pass | MIT | 1 mo ago |
| 37 | 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 |
| 38 | 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 | yesterday |
| 39 | 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 | yesterday |
| 40 | 40.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 | 2 days ago |
| 41 | Generates Python code using BigQuery DataFrames (BigFrames). | google/ | 21k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 42 | 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 | yesterday |
| 43 | 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 | yesterday |
| 44 | 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 | yesterday |
| 45 | 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 | yesterday |
| 46 | 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 | yesterday |
| 47 | 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 | yesterday |
| 48 | 48.SQL Queries Generate SQL queries from natural language descriptions. An agent skill from phuryn/pm-skills. | phuryn/ | 27k | — | ~907 | Automated safety check: Pass | MIT | yesterday |