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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Evaluate and improve GenAI models and agents using the Google GenAI Evaluation SDK. | GoogleCloudPlatform/ | 792 | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | 2.Backport Backports pull requests that have been merged into the main branch across to older active release branches (e.g., 6.x, 7.x). | GoogleCloudPlatform/ | 554 | — | ~862 | 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 | 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 |
| 5 | Step-by-step runbook for creating, extending, and verifying integration tests in the GCSFuse repository. | GoogleCloudPlatform/ | 2.3k | — | ~5.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | Guides on establishing persistent master SSH multiplexing sockets at ~/.ssh/sockets/<TARGETNAME.sock using ssh -f -N -M -S, testing connection liveness, gracefully terminating via -O exit, removing… | GoogleCloudPlatform/ | 2.3k | — | ~1.6k | Automated safety check: Warn | Apache-2.0 | yesterday |
| 7 | Generates a LiveAPI client service class in the user's chosen programming language. | GoogleCloudPlatform/ | 792 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | 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 |
| 9 | Author, validate, and manage Contact Center AI (CCAI) Insights Autolabeling Rules. | GoogleCloudPlatform/ | 107 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 10 | Skill for independently generating Integration Tests and performing End-to-End QA validation for newly added Spanner Migration Tool database sources. | GoogleCloudPlatform/ | 155 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 11 | 11.Vertex AI Primary Router for Vertex AI skills. An agent skill from GoogleCloudPlatform/vertex-ai-samples. | GoogleCloudPlatform/ | 792 | — | ~522 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 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 | Skill to fetch latest nightly test results and metadata for Beta or GA providers from GCS test-metadata. | GoogleCloudPlatform/ | 974 | — | ~615 | Automated safety check: Pass | Unknown | yesterday |
| 14 | 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 |
| 15 | This skill provides comprehensive architectural instructions for agents to safely implement entirely new database source engines into the Spanner Migration Tool (SMT). | GoogleCloudPlatform/ | 155 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 16 | Guide for cutting a new release of the GenAI Factory repository. | GoogleCloudPlatform/ | 174 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 3 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 | 18.Contributing Guides the developer workflow for contributing to Race Condition. | GoogleCloudPlatform/ | 234 | — | ~930 | Automated safety check: Pass | Unknown | 6 days ago |
| 19 | 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 |
| 20 | 20.Deploying Guides deployment of Race Condition to a GCP project. An agent skill from GoogleCloudPlatform/race-condition. | GoogleCloudPlatform/ | 234 | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 21 | Skill to automatically triage failing tests by reading test-metadata status files, matching GitHub issues, and generating a multi-section failure report. | GoogleCloudPlatform/ | 974 | — | ~1k | Automated safety check: Pass | Unknown | yesterday |
| 22 | Skill for helping achieve datatype and feature mapping matrix for any source against spanner. | GoogleCloudPlatform/ | 155 | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 23 | 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 |
| 24 | Explains the Race Condition architecture, the design decisions behind it, and where to read code first. | GoogleCloudPlatform/ | 234 | — | ~2.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 25 | Retrieves non-contained CCAI Insights conversations (losses), uses agent intelligence to cluster them into common failure patterns, and generates a markdown report. | GoogleCloudPlatform/ | 107 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 26 | 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 |
| 27 | Guides setup of the Race Condition project from clone to running simulation. | GoogleCloudPlatform/ | 234 | — | ~1k | Automated safety check: Notes | Unknown | 6 days ago |
| 28 | Converts CXAS golden evaluations to SCRAPI SimulationEvals test cases. | GoogleCloudPlatform/ | 107 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 29 | 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 |
| 30 | Deploys the GKE base platform and inference-specific terra-services (GPU/TPU) for accelerated workloads. | GoogleCloudPlatform/ | 106 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 31 | Process raw failure info (GitHub issue URL, direct prompt text, GCS debug log links, or local logs) and normalize it into a clean failure payload for test fixing. | GoogleCloudPlatform/ | 974 | — | ~1.4k | Automated safety check: Pass | Unknown | yesterday |
| 32 | 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 |
| 33 | Deploys the llm-d stack on GKE using well-lit paths specification. | GoogleCloudPlatform/ | 106 | — | ~3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 34 | Audits, optimizes, and remediates CXAS agent configurations for Gemini Composite V1 voice naturalness, persona styling, and multi-language coverage directly in local workspaces with cxas-scrapi. | GoogleCloudPlatform/ | 107 | — | ~10k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 35 | 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 |
| 36 | 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 |
| 37 | Verify if an MMv1 YAML property matches the live GCP REST API JSON payload using the Discovery Documents. | GoogleCloudPlatform/ | 974 | — | ~421 | Automated safety check: Pass | Unknown | yesterday |
| 38 | Workflow for fetching, triaging, analyzing, and reporting on nightly acceptance test results across Beta and GA Google Cloud Terraform providers. | GoogleCloudPlatform/ | 974 | — | ~1k | Automated safety check: Pass | Unknown | yesterday |
