Use oasdiff when an agent needs to compare old and new OpenAPI specs and decide whether a proposed change is safe to merge.
Use cargo-deny when an agent needs to enforce Rust dependency policy before merge by checking advisories, licenses, bans, and source rules in one repeatable gate instead of doing…
Gate 2 — `zbb generate` succeeds and writes consumable TypeScript into generated/ and hub-sdk/generated/. Use after Gate 1, before Gate 3 implementation.
API design and review, OpenAPI spec generation, versioning strategy, breaking change detection, REST/GraphQL best practices. Ensures API quality and consistency.
Kubernetes Gateway API 配置技能。使用此技能來： - 安裝 Envoy Gateway - 配置 Gateway 和 HTTPRoute - 設定 TLS/HTTPS - 配置流量路由、權重分流、Header 匹配 替代已退役的 Ingress-NGINX。
Create gateway classes that integrate external services following Protocol interfaces, proper abstraction, and clean architecture separation of concerns.
Protect prompt-cache hit rate when routing a coding agent (Claude Code, Codex, nur) through your own gateway/proxy.
Use when designing or debugging Kong DataKit plugin flows, including node selection, DAG wiring, jq transforms, cache or vault usage, and phase-specific request or response…
Gather Kubernetes cluster state for specified resources in a namespace — pod status, recent events, pod descriptions, pod logs (tail), node conditions.
The drum sounds. Eagle, Swan, and Elephant gather for system architecture. Use when designing major systems from vision to implementation.
Expert skill for Gatling simulation development, load test execution, and performance analysis. Write Gatling simulations in Scala DSL, configure injection profiles and feeders,…
Gatling Scenario Creator - Auto-activating skill for Performance Testing. Triggers on: gatling scenario creator, gatling scenario creator Part of the Performance Testing skill…
Generates Gauge test specifications in Markdown with step implementations in Java, Python, JS, or Ruby. ThoughtWorks' test automation framework.
Discussion on Gaussian Process and MLP hybrid models for uncertainty estimation. Use when exploring machine learning model architectures, uncertainty quantification, or ensemble…
Gc Log Analyzer - Auto-activating skill for Performance Testing. Triggers on: gc log analyzer, gc log analyzer Part of the Performance Testing skill category.
Use for iOS/macOS concurrency problems involving dispatch queues, locks, or thread safety. Triggers on: deadlocks (sync on main, nested sync, ABBA lock ordering), thread explosion…
Manage Google Cloud Secret Manager for storing and fetching environment secrets. Use when working with deployment, secrets, or gcloud commands. — from engineering/devops
Manage Google Cloud Secret Manager for storing and fetching environment secrets. Use when working with deployment, secrets, or gcloud commands.
Google Cloud Platform architecture patterns and best practices. Use when designing, deploying, or reviewing GCP infrastructure including GKE, Cloud Run, Cloud Functions, BigQuery,…
GCP AI/ML — Vertex AI, Gemini API, Document AI, Vision AI, Natural Language AI, AutoML, Vertex AI Search and Agents
Operate AlloyDB clusters and Cloud SQL instances — HA configuration, read replicas, connection pooling, maintenance windows, backup strategy, and performance diagnostics.
Design and operate Anthos / GKE Enterprise fleet management, Config Management (GitOps with Policy Controller), multi-cloud Kubernetes across GCP, AWS, and Azure.
Design and operate Apigee X API proxies — rate limiting, OAuth/JWT security policies, quota plans, developer portal setup, and API product management.
Guide complet et battle-tested pour déployer une application sur GCP App Engine avec GitHub, Terraform et GitHub Actions CI/CD sur Windows avec VS Code.
GCP architecture design: Cloud Run, GKE Autopilot, Cloud Functions, BigQuery, Terraform IaC, cost optimisation, IAM, and data pipeline patterns
Evidence-backed review of Google Cloud Platform architecture against GCP best practices and CIS GCP Foundation Benchmark concepts.
Google Cloud Platform (GCP) の Application Default Credentials 認証を実行。BigQuery や Cloud Storage 等の GCP サービス利用前に「GCP認証して」と言うだけで認証手順をガイド。
Analyze BigQuery slot reservation sizing, BI Engine acceleration, query cost estimation, dataset governance (expiration, access controls), and partitioning/clustering optimization…
Analyze BigQuery query patterns and storage to dramatically reduce the #1 surprise GCP cost driver
Use when exporting BigQuery data to Cloud Storage, extracting tables to CSV, JSON, Avro, or Parquet formats, or using EXPORT DATA statements.
Use when loading data into BigQuery from CSV, JSON, Avro, Parquet files, Cloud Storage, or local files.
Use when creating BigQuery tables, implementing partitioning or clustering, managing table schemas, or optimizing table structure.
Review GCP Certificate Manager and classic Google-managed TLS certificates — certificate map configuration, DNS authorization, CAA record validation, certificate rotation…
Pre-change blast radius analysis for GCP — cross-project resource dependency mapping, org policy cascade effects, Shared VPC peering impact, Service Account impersonation chain…
Design GCP architectures for startups and enterprises. Use when asked to design Google Cloud infrastructure, deploy to GKE or Cloud Run, configure BigQuery pipelines, optimize GCP…
Advise on Google Cloud authentication and authorization patterns — covering Application Default Credentials (ADC), service account best practices, Workload Identity Federation…
Deploy serverless functions on Google Cloud Platform with triggers, IAM roles, environment variables, and monitoring. Use for event-driven computing on GCP.
Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start…
Deploy and operate Cloud Run services, Cloud Functions gen2, Eventarc triggers, traffic splitting for progressive delivery, and cold-start optimization strategies.
Build and operate CI/CD pipelines using Cloud Build, Cloud Deploy delivery pipelines, Artifact Registry, SLSA provenance generation, and release gating with approval workflows.
Configure Assured Workloads for regulated workloads (FedRAMP High/Moderate, HIPAA, PCI-DSS, ITAR, IL4/IL5), audit controls implementation, and gather compliance evidence using…
Operate GCE instances, manage Managed Instance Groups (MIGs), configure OS patch management via VM Manager, design preemptible/spot VM strategies, and manage startup/shutdown…
Detect and coordinate response to GCP cost anomalies — BigQuery on-demand query cost spikes ($5/TB scanned), Cloud Run scaling runaway, unattached Persistent Disks, idle GCE…
Analyze GCP spend via Billing exports, optimize committed-use and sustained-use discounts, design cost attribution (labels/tags), investigate budget alert drift, and recommend…
Analyzes GCP costs and provides optimization recommendations including committed use discounts, rightsizing, and unused resources.
Coordinate the daily GCP operations standup — cost delta from previous day, quota warning review, failed deployment detection, Security Command Center finding triage, SLO burn…
Design and troubleshoot data pipelines using Dataflow (Apache Beam), Pub/Sub messaging, Dataproc (Spark/Hadoop), Cloud Composer (Apache Airflow), and Dataplex data governance.
GCP 一鍵部署助手。協助將 Web 應用部署到 Google Cloud Platform，支援 Compute Engine、Cloud Run、App Engine。 含 Docker 化、CI/CD 設定、SSL 憑證、域名綁定等完整流程。
Guide for WorldArchitect.AI GCP Cloud Run deployment and service management; use for deploys and service lookup.
Guide and workflow for GCP Deployments Reference. Use when you need GCP Deployments Reference.
Google Cloud Platform (GCP) development best practices for Cloud Functions, Cloud Run, Firestore, BigQuery, and Infrastructure as Code.
Design and troubleshoot enterprise-grade GCP networking architectures. Use for VPC, hybrid connectivity, segmentation, security controls, and operational hardening.
Review GCP Pub/Sub, Eventarc, Cloud Tasks, Cloud Scheduler, and Workflows designs — dead-letter topics, message ordering, idempotency, fan-out blast radius, schema registry, and…
Build, configure, and operate Firebase-powered web and mobile applications — covering Firestore, Firebase Auth, Firebase Hosting, Cloud Functions for Firebase, Firebase Storage,…
Complete development lifecycle super agent for GCP — scaffolding, compute, database, auth, feature generation, testing, pre-production QA gate with go/no-go reports, deploy,…
Deploy and manage serverless functions on Google Cloud Platform using Cloud Functions for event-driven applications.
Govern Google Cloud Storage data perimeters — uniform bucket-level access enforcement, public access prevention, VPC Service Controls perimeter coverage, IAM Conditions for…
Build, integrate, and debug Gemini API applications on Google Cloud Agent Platform (formerly Vertex AI) using the unified google-genai SDK.
Operate GKE clusters (Standard and Autopilot), manage node pools, configure Workload Identity, enforce Binary Authorization, plan node pool upgrades, and review cluster security…
Services Google Cloud Platform incluant Cloud Run, BigQuery, GKE, Cloud Functions et Firestore. Se déclenche avec "GCP", "Google Cloud", "BigQuery", "Cloud Run", "GKE", " — from…