Plan and execute migrations to GCP using Migrate to Virtual Machines, Database Migration Service, Storage Transfer Service, and design cutover sequencing with rollback plans.
Design and review GCP network architecture including global VPC topology, Shared VPC patterns, Cloud Interconnect/VPN hybrid connectivity, Cloud NAT, DNS, Cloud Armor, and Traffic…
Investigate GCP network issues by analyzing VPC Flow Logs, firewall logs, Cloud NAT logs, threat logs, and networking metrics.
Generate CI/CD pipelines for Node.js and Angular applications on GCP with Cloud Build and GKE deployment.
Hono + Node.js アプリケーションに Google Cloud Trace (Telemetry API 直接送信 OTLP) と Cloud Logging 構造化ロギングを実装するスキル。OpenTelemetry SDK の初期化、ADC を使ったトークン自動更新エクスポーター、startSpan + context.with()…
Respond to incidents and set up observability using Cloud Monitoring, Cloud Logging, Error Reporting, Cloud Trace, and SLO burn rate alerting.
Next.js App Router アプリケーションに Google Cloud Trace (Telemetry API 直接送信 OTLP) と Cloud Logging 構造化ロギングを実装するスキル。instrumentation.ts フック、ADC を使ったトークン自動更新エクスポーター、startSpan + context.with()…
Maintain this repository's GCP onboarding documentation. Use when changes touch Google Cloud setup, OAuth consent or clients, Google API scopes, Secret Manager, Cloud Run, GitHub…
Google Cloud operations — Compute Engine, Cloud Run, BigQuery, Cloud Functions, GKE, IAM
Cloud Run deployment, BigQuery optimization, Pub/Sub patterns, IAM best practices
GCP 프로젝트 생성부터 결제 계정 연결, API 활성화까지 원스텝 자동화. 트리거: GCP 프로젝트 만들어줘, 새 프로젝트 생성, 프로젝트 셋업해줘, GCP 프로젝트 설정
Govern GCP Artifact Registry — container image signing via Binary Authorization, vulnerability scanning via Container Analysis, repository IAM least privilege, artifact retention…
Review GCP workload HA and BCDR designs — multi-region architectures, Cloud SQL HA failover, Spanner global instances, GKE multi-cluster, RTO/RPO target analysis, and runbook…
Query Asset Inventory API for resource discovery, audit resource label/tag coverage, detect stale or orphaned resources, review change history, and build inventory reports across…
Optimize Google Cloud Platform resource allocation and manage cloud credits efficiently. Use when planning GCP deployments, analyzing cloud spend, maximizing value from expiring…
Review Cloud Run and Cloud Functions gen2 for production readiness — min-instances cold start, memory and CPU allocation, VPC connector configuration, Secret Manager injection,…
Configure GCP IAM, Secret Manager, and VPC networking with security best practices. PROACTIVELY activate for: (1) setting up service accounts and IAM permissions, (2) managing…
Design GCP solutions aligned with the Google Cloud Architecture Framework when the request spans resource hierarchy, product selection, or multi-service architecture decisions.
Design Cloud Spanner schemas with hotspot avoidance, interleaving strategies, optimal indexing, processing-unit sizing, and global write patterns for distributed OLTP at scale.
Coordinate GCP support incidents — case creation with correct severity, Premium/Enhanced Support SLA enforcement, TAM escalation path, status page monitoring, internal stakeholder…
Triage GCP operational alerts, incidents, and support tickets — P0/P1/P2/P3 classification, GCP Premium/Enhanced Support SLA enforcement, war room coordination, evidence…
Troubleshoot GCP services using tool-first access (via MCP when available), falling back to the CLI only when necessary.
Manage Vertex AI Training jobs (GPU/TPU cost governance), Vertex AI Pipelines, Model Registry, Feature Store, Endpoints, and Gemini API integration for production MLOps.
GCP VM 생성 마법사. 용도 기반 사양 추천, VM 생성, 방화벽 설정까지 자동화. 트리거: VM 만들어줘, GCP VM 생성, 서버 하나 띄워줘, 인스턴스 생성
Design, review, and troubleshoot VPC Service Controls perimeters, access policies, dry-run mode configuration, bridge perimeters for cross-perimeter access, and Access Context…
Evaluate GCP workload cost efficiency against the Google Cloud Well-Architected Framework cost optimization pillar — covering FinOps culture, cloud spending alignment with…
Evaluate GCP workload reliability against the Google Cloud Well-Architected Framework reliability pillar — covering SLOs/error budgets, HA topology, horizontal scalability,…
GCP 到 Google Workspace 的穿越攻击方法论。当已获取 GCP Service Account 或 Project 权限并发现目标组织使用 Google Workspace、需要从云平台穿越到企业邮件/文档/管理控制台、或发现 Domain-Wide Delegation 配置时使用。覆盖 Domain-Wide Delegation…
GDD review and research during playtest phase. Use during playtest phase BEFORE sending playtest_session_report to PM, after completing gameplay testing, after reviewing…
Playwright-based game playtesting and design validation. Use when validating implementation against GDD, testing gameplay mechanics, capturing screenshot evidence, performing game…
Use when debugging the Breenix kernel at assembly or C-level using GDB - investigating CPU exceptions, page faults, triple faults, examining register state during interrupt…
Conversational GDB debugging for Breenix kernel. Use for interactive debugging sessions - set breakpoints, inspect registers, examine memory, step through code, investigate…
GDB debugging assistant for AI agents - analyze core dumps, debug live processes, investigate crashes and deadlocks with source code correlation
Audits web applications and architectures for compliance with GDPR, CCPA, and other privacy regulations, focusing on consent, data minimization, and user rights.
Lint and format GDScript files using gdtoolkit (gdlint + gdformat). Use after writing or modifying .gd files, when asked to check code style, fix lint errors, format code, or set…
Sets up, tests, and tears down a GCS Data Store linked to a Gemini Enterprise engine, with support for Workforce Identity Federation (WIF) access.
Dependency management, CI/CD optimization, Docker configuration, and operational observability (logging/alerting/health checks).
Expert guidance for Geistdocs, Vercel's documentation template built with Next.js and Fumadocs — MDX authoring, configuration, AI chat, i18n, feedback, deployment.
Ermittelt wirtschaftlich Berechtigte, Kontrollketten, Trust-/Stiftungsstrukturen, Nominees und Transparenzregisterdaten.
Comprehensive guide for building production-quality Ruby gems. Use when creating new gems, structuring gem architecture, implementing configuration patterns, setting up testing,…
Design or review infrastructure, deployment, CI/CD, Docker, Kubernetes, health checks, rollback, feature flags, production readiness, and mobile release workflows.
Gemini 3 Pro API/SDK integration for text generation, reasoning, and chat. Covers setup, authentication, thinking levels, streaming, and production deployment.
Gemini 3 Pro API/SDK integration for text generation, reasoning, and chat. Covers setup, authentication, thinking levels, streaming, and production deployment.
Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK for enterprise AI applications.
Google Gemini API integration for building AI-powered applications. Use when working with Google's Gemini API, Python SDK (google-genai), TypeScript SDK (@google/genai) — from…
Google Gemini API integration for building AI-powered applications. Use when working with Google's Gemini API, Python SDK (google-genai), TypeScript SDK (@google/genai) — from…
Comprehensive reference for Google's Gemini API. Use when building applications with: (1) Gemini models (Gemini 3 Pro, 2.5 Flash/Pro/Flash-Lite) for text and multimodal g — from…
Comprehensive reference for Google's Gemini API. Use when building applications with: (1) Gemini models (Gemini 3 Pro, 2.5 Flash/Pro/Flash-Lite) for text and multimodal g — from…
Comprehensive reference for Google's Gemini API. Use when building applications with: (1) Gemini models (Gemini 3 Pro, 2.5 Flash/Pro/Flash-Lite) for text and multimodal g — from…
Comprehensive reference for Google's Gemini API. Use when building applications with: (1) Gemini models (Gemini 3 Pro, 2.5 Flash/Pro/Flash-Lite) for text and multimodal g — from…
Zbadaj aktualne oficjalne Google GenAI SDK dla Pythona, określ poprawną bibliotekę Gemini API i kroki instalacji, oraz wygeneruj aktualne przykłady dla generowania tekstu,…
Run Python code in Gemini's sandboxed execution environment to verify math, test regex patterns, simulate logic, or validate algorithms without local execution.
Use Gemini CLI's 1M token context to understand entire codebases in one pass. Full architecture mapping, pattern discovery, and onboarding documentation.
Use Gemini CLI's 1M token context to understand entire codebases in one pass. Full architecture mapping, pattern discovery, and onboarding documentation.
Google python-genai SDK for Gemini 3 Flash, Gemini 3 Pro, and Gemini models. Use when building with Google's Gemini API, google-genai, implementing thinking/reasoning, structured…
Delegiere Aufgaben an Gemini CLI im Headless-Mode. Nutze fuer Dokumentation, Code-Reviews, Analysen oder wenn der User /gemini aufruft. Nutzt Google Subscription (KEIN API Key).
Invoke Google Gemini for image generation and understanding using the Python google-genai SDK. Supports gemini-3-pro-image-preview (generation + understanding), gemini-2 — from…
Generate images using Google's Gemini API — hero backgrounds, OG images, placeholder photos, textures, and style-matched variants.
Invoke Google Gemini for image generation and understanding using the Python google-genai SDK. Supports gemini-3-pro-image-preview (generation + understanding), gemini-2 — from…
Generate and edit images with Gemini API using pure Python stdlib. Zero dependencies - works on locked-down environments where pip/uv aren't available.