GitHub organization
Agent skills by GoogleCloudPlatform
- skills
- 85
- repositories
- 10
Repositories by GoogleCloudPlatform
- magic-modulesAdd Google Cloud Platform support to Terraform973 stars · 30 skills
- race-conditionThe open source multi-agent simulation from the Developer Keynote at Google Cloud Next '26. A deployable reference architecture for autonomous AI agents using Gemini and ADK.234 stars · 16 skills
- cxas-scrapiA powerful Python API, CLI, and set of Agent Skills for CX Agent Studio to automate, evaluate, and scale your agents with ease.106 stars · 14 skills
- DataflowTemplatesCloud Dataflow Google-provided templates for solving in-Cloud data tasks1.3k stars · 12 skills
- accelerated-platformsThis repository is a collection of accelerated platform best practices, reference architectures, example use cases, reference implementations, and various other assets on Google Cloud.106 stars · 3 skills
- spanner-migration-toolSpanner migration tool helps you migrate from your existing database/dump files to Spanner155 stars · 3 skills
- vertex-ai-samplesNotebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.791 stars · 3 skills
- gcsfuseA user-space file system for interacting with Google Cloud Storage2.3k stars · 2 skills
- genai-factoryA collection of end-to-end infrastructure blueprints to deploy generative AI infrastructures in GCP, using IaC and following security best-practices.174 stars · 1 skill
- spring-cloud-gcpNew home for Spring Cloud GCP development starting with version 2.0.554 stars · 1 skill
Skills by GoogleCloudPlatform, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | 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/ | 791 | — | ~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 | today |
| 4 | Run fast static checks that don't require generating downstreams, including git submodule verification, gofmt formatting, YAML linting, template validation (version-guard and unused-tmpl), mmv1 core… | GoogleCloudPlatform/ | 973 | — | ~492 | Automated safety check: Pass | Unknown | yesterday |
| 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 | today |
| 6 | 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 | today |
| 7 | Validate that changes to the generated providers don't introduce breaking changes or fields with missing tests or missing documentation. | GoogleCloudPlatform/ | 973 | — | ~528 | Automated safety check: Pass | Unknown | yesterday |
| 8 | End-to-end GECX/CXAS/CES conversational agent lifecycle -- build agents from requirements (PRD-to-agent), create and run evals (goldens, simulations, tool tests, callback tests), debug failures, and… | GoogleCloudPlatform/ | 106 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | 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 | today |
| 10 | Generates a LiveAPI client service class in the user's chosen programming language. | GoogleCloudPlatform/ | 791 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 11 | A skill your agent uses when the marathon plan needs a 26.2-mile physical route generated from road-network GeoJSON, or when the request mentions traffic impact, route variety via seed, finishing… | GoogleCloudPlatform/ | 234 | — | ~672 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 12 | 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 | today |
| 13 | Opt resource into MMv1 list-resource generation by setting generatelistresource: true and validate it locally with generated tests. | GoogleCloudPlatform/ | 973 | — | ~1.8k | Automated safety check: Pass | Unknown | yesterday |
| 14 | Author, validate, and manage Contact Center AI (CCAI) Insights Autolabeling Rules. | GoogleCloudPlatform/ | 106 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 15 | 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 | yesterday |
| 16 | 16.Vertex AI Primary Router for Vertex AI skills. An agent skill from GoogleCloudPlatform/vertex-ai-samples. | GoogleCloudPlatform/ | 791 | — | ~522 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 17 | 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 | today |
| 18 | A skill your agent uses when an agent renders rich UI back to a client surface (cards, dashboards, forms, modals) using the A2UI v0.8.0 declarative protocol. | GoogleCloudPlatform/ | 234 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 19 | Skill to fetch latest nightly test results and metadata for Beta or GA providers from GCS test-metadata. | GoogleCloudPlatform/ | 973 | — | ~615 | Automated safety check: Pass | Unknown | yesterday |
| 20 | Author, validate, and manage Contact Center AI (CCAI) Insights Configurable Dashboards. | GoogleCloudPlatform/ | 106 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | 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 | yesterday |
| 22 | Guide for cutting a new release of the GenAI Factory repository. | GoogleCloudPlatform/ | 174 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 23 | 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 | today |
| 24 | 24.Contributing Guides the developer workflow for contributing to Race Condition. | GoogleCloudPlatform/ | 234 | — | ~930 | Automated safety check: Pass | Unknown | 2 days ago |
| 25 | This is an experimental Skill. An agent skill from GoogleCloudPlatform/accelerated-platforms. | GoogleCloudPlatform/ | 106 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 26 | Migrate Dialogflow CX (DFCX) agents to CXAS (Customer Experience Agent Studio) agents. | GoogleCloudPlatform/ | 106 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 27 | 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 | today |
| 28 | 28.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 | 2 days ago |
| 29 | Skill to automatically triage failing tests by reading test-metadata status files, matching GitHub issues, and generating a multi-section failure report. | GoogleCloudPlatform/ | 973 | — | ~1k | Automated safety check: Pass | Unknown | yesterday |
| 30 | 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 | yesterday |
| 31 | 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 | today |
| 32 | 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 | 2 days ago |
| 33 | Retrieves non-contained CCAI Insights conversations (losses), uses agent intelligence to cluster them into common failure patterns, and generates a markdown report. | GoogleCloudPlatform/ | 106 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 34 | Configures Terraform CLI with developer overrides to test locally built provider binaries without full Go acceptance tests, enabling rapid plan/apply cycles. | GoogleCloudPlatform/ | 973 | — | ~432 | Automated safety check: Pass | Unknown | yesterday |
| 35 | 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 | today |
| 36 | Guides setup of the Race Condition project from clone to running simulation. | GoogleCloudPlatform/ | 234 | — | ~1k | Automated safety check: Notes | Unknown | 2 days ago |
| 37 | Converts CXAS golden evaluations to SCRAPI SimulationEvals test cases. | GoogleCloudPlatform/ | 106 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 38 | Executes code generation from Magic Modules into downstream Terraform providers and optionally compiles the binary. | GoogleCloudPlatform/ | 973 | — | ~475 | Automated safety check: Pass | Unknown | yesterday |
| 39 | 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 | today |
| 40 | A skill your agent uses when the simulator receives a validated plan from the planner and must initialize the race: parsing the plan, spawning runner agents, starting the telemetry collector, and… | GoogleCloudPlatform/ | 234 | — | ~563 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 41 | 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 | 2 days ago |
| 42 | 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/ | 973 | — | ~1.4k | Automated safety check: Pass | Unknown | yesterday |
| 43 | 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 | today |
| 44 | Deploys the llm-d stack on GKE using well-lit paths specification. | GoogleCloudPlatform/ | 106 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 45 | 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/ | 106 | — | ~10k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 46 | Workflow for executing resource, data source, and field removals on a major release feature branch. | GoogleCloudPlatform/ | 973 | — | ~1.3k | Automated safety check: Pass | Unknown | yesterday |
| 47 | Enforces 100% task and file ingestion coverage via an asynchronous, supervisor-driven state polling mechanism. | GoogleCloudPlatform/ | 106 | — | ~873 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 48 | Prepares a feature branch, stages and commits changes, pushes to the user's personal fork, and generates a pre-filled GitHub comparison link for the user to review and submit a Pull Request. | GoogleCloudPlatform/ | 973 | — | ~1.3k | Automated safety check: Pass | Unknown | yesterday |
Questions, answered from the data.
What is the best skill by GoogleCloudPlatform?
Quality Flywheel from GoogleCloudPlatform/vertex-ai-samples ranks first of the 85 skills by GoogleCloudPlatform listed here, with the highest score: its repository has 791 GitHub stars, its SKILL.md loads about 2k tokens and it passes the automated safety check with no findings. Next come Backport and Smt E2E Dataflow Debugging.
Are GoogleCloudPlatform's skills official?
None yet. All 85 skills by GoogleCloudPlatform listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.