Cloud

Delete a thread. Requires authentication. Use for Agentuity cloud platform operations

See the main Budget Guardrails skill for comprehensive coverage of cost controls and governance.

Deploy frontend and full-stack apps on Vercel with previews, edge functions, and environment promotion.

Use when the user asks about their cloud targets, configured regions, provider accounts, or which cloud accounts are set up

Serverless computing with AWS Lambda, Azure Functions, Google Cloud Functions, and edge computing

GCP 프로젝트 목록 조회 및 현재 설정 확인

Deploy and operate hosted skills through the first-class seren-cloud publisher.

Minimal Cloud-agent runbook for Teleoscope setup, login/auth flow, environment toggles, and area-specific testing workflows.

Setup Sentry AI Agent Monitoring in any project. Use when asked to monitor LLM calls, track AI agents, or instrument OpenAI/Anthropic/Vercel AI/LangChain/Google GenAI/Pydantic AI. Detects installed AI SDKs and configures appropriate integrations.

Terraform IaC設計 - モジュール設計、状態管理、セキュリティベストプラクティス

Manage Workers/KV/R2/D1/Hyperdrive via Cloudflare MCP, perform observability/build troubleshooting/audit/container sandbox operations. Triggers: worker/KV/R2/D1/logs/build/deploy/screenshot/audit/sandbox. Three permission tiers: Diagnose (read-only), Change (write requires confirmation), Super Admin (isolated environment). Write operations must follow read-first, user confirmation, post-execution verification.

NVIDIA Collective Communications Library integration for multi-GPU operations. Initialize NCCL communicators, execute collective operations, configure communication topologies, profile collective performance, and support RCCL for AMD compatibility.

Expert knowledge for Azure Digital Twins development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building, debugging, or optimizing Azure Digital Twins applications. Not for Azure IoT Hub (use azure-iot-hub), Azure IoT Central (use azure-iot-central), Azure IoT Edge (use azure-iot-edge), Azure IoT Operations (use azure-iot-operations).

Comprehensive guide for working with HashiCorp Terraform Stacks. Use when creating, modifying, or validating Terraform Stack configurations (.tfcomponent.hcl, .tfdeploy.hcl files), working with stack components and deployments from local modules, public registry, or private registry sources, managing multi-region or multi-environment infrastructure, or troubleshooting Terraform Stacks syntax and structure.

Design and implement Internal Developer Platforms (IDPs) with self-service capabilities, golden paths, and developer experience optimization. Covers platform strategy, IDP architecture (Backstage, Port), infrastructure orchestration (Crossplane), GitOps (Argo CD), and adoption patterns. Use when building developer platforms, improving DevEx, or establishing platform teams.

Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.

[Applies to: **/*] This guide provides opinionated, actionable best practices for writing high-performance, cost-effective, and maintainable AI/ML applications on Modal.

Guide users through the MUXI platform -- infrastructure for AI agents. Covers installation (CLI and server), server setup and configuration, CLI commands and workflows, secrets management, writing formations (Agent Formation Schema), deploying formations, registry operations, and using both the Server API and Formation API. Use when the user asks about MUXI setup, CLI commands, formation authoring, secrets, deployment, the registry, server configuration, agents, MCP tools, overlord, memory, or any "how do I..." question about MUXI.

Guide for building serverless Python applications on Modal - a cloud platform for running AI/ML workloads, GPU-accelerated code, web endpoints, scheduled jobs, and batch processing with minimal configuration. Use when deploying Python code to Modal's infrastructure, running GPU inference, creating web APIs, processing data at scale, or building AI applications.

MCP detection and unified state operations. Provides seamless integration with Control Tower MCP when available, with file-based fallback.

Deploy Kubernetes workloads to real cloud providers. Use when provisioning managed Kubernetes (DOKS, AKS, GKE, EKS, Civo) or self-managed clusters (Hetzner + K3s). Covers CLI tools, cluster creation, LoadBalancers, DNS, TLS, and cost optimization.

Set up progressive canary deployments on GCP Cloud Run with traffic splitting, monitoring alerts, and automated rollback.

Automated tenant onboarding infrastructure patterns. Covers provisioning workflows, resource creation, seed data, and tenant readiness verification.

Master Kubernetes cluster administration, from initial setup through production management. Learn cluster installation, scaling, upgrades, and HA strategies.

Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.

Gateway API Inference Extension — InferencePool, EPP, LLM-aware routing, LoRA routing, model rollouts. Use when routing inference traffic via Gateway API. NOT for general Gateway API.

Gebruik deze skill wanneer de gebruiker vraagt over 'CloudEvents', 'notificaties', 'notificatieservices', 'abonnementen', 'event-driven', 'NL GOV CloudEvents', 'pub/sub overheid', 'gebeurtenisnotificatie', 'webhook', 'webhooks', 'subscription'.

OpenStack Swift object storage service. Provides S3-compatible distributed object storage with containers, ACLs, ring architecture, eventual consistency, large object support (SLO/DLO), tempURL for unauthenticated access, object versioning, and object expiry. Use for deploying, configuring, operating, and troubleshooting OpenStack object storage.

Migration Architect

Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform

Controls a cloud browser from a sandboxed remote machine. Use when the agent is running in a sandbox (no GUI) and needs to navigate websites, interact with web pages, fill forms, take screenshots, or expose local dev servers via tunnels.

MUST READ before deploying any ADK agent. ADK deployment guide — Agent Engine, Cloud Run, GKE, CI/CD pipelines, secrets, observability, and production workflows. Use when deploying agents to Google Cloud or troubleshooting deployments. Do NOT use for API code patterns (use adk-cheatsheet), evaluation (use adk-eval-guide), or project scaffolding (use adk-scaffold).

1E DEX Platform (TeamViewer DEX) integration for Digital Employee Experience metrics, boot time monitoring, user sentiment, and Green IT carbon footprint tracking. Use when implementing DEX dashboards, syncing 1E data, or tracking sustainability metrics.

Complete Railway.com platform documentation for deploying, configuring, and managing applications. Use this skill for Railway CLI commands, API usage, deployment guides, database setup, networking, volumes, troubleshooting, and framework-specific deployment configurations for Node.js, Python, Go, Ruby, PHP, Java, Rust, and Elixir.

Analyze Terraform plan results before applying changes. Use when reviewing plans for safety, understanding impact, identifying risks, checking for unintended changes, or validating infrastructure modifications in HCP Terraform workspaces.

Use when managing Oracle Autonomous Database on OCI, troubleshooting performance issues, optimizing costs, or implementing HA/DR. Covers ADB-specific gotchas, cost traps, SQL_ID debugging workflows, auto-scaling behavior, and version differences (19c/21c/23ai/26ai).

OpenStack Keystone identity service skill for deploying, configuring, operating, and troubleshooting the authentication and authorization backbone of an OpenStack cloud. Covers identity management, token lifecycle (Fernet provider with rotation), service catalog registration, RBAC policy customization, domain/project/user hierarchy, federation basics (SAML/OIDC), credential encryption, and endpoint management. Use when deploying Keystone via Kolla-Ansible, managing users and projects, debugging 401 errors, rotating Fernet keys, configuring RBAC policies, or integrating services through the service catalog.

Set up logging, metrics, distributed tracing, and alerting for GKE applications. Use when configuring Cloud Logging, creating dashboards in Cloud Monitoring, instrumenting Spring Boot with metrics, setting up alerts for error rates or resource usage, or implementing distributed tracing with Cloud Trace. Includes Prometheus integration, structured logging patterns, and observability best practices for microservices.

Query AWS CloudWatch logs for staging and production environments. Use for debugging errors, investigating incidents, or monitoring application behavior. PRIMARY - aws logs tail "/ecs/codel-staging" --follow --format short | grep -iE "error|exception"

This skill provides comprehensive guidance for SAP Cloud Logging service on SAP BTP. Use when setting up Cloud Logging instances, configuring log ingestion from Cloud Foundry or Kyma runtimes, implementing OpenTelemetry observability, analyzing logs/metrics/traces in OpenSearch Dashboards, configuring SAML authentication, managing certificates, or troubleshooting ingestion issues. Covers service plans (dev/standard/large), all 4 instance creation methods (BTP Cockpit, CF CLI, BTP CLI, Service Operator), all 4 ingestion methods (Cloud Foundry, Kyma, OpenTelemetry, JSON API), and security best practices.

Security and compliance requirements for SaaS applications. Covers SOC 2, GDPR, HIPAA, and common compliance patterns with implementation guidance.

Creates and manages Prowler compliance frameworks. Trigger: When working with compliance frameworks (CIS, NIST, PCI-DSS, SOC2, GDPR, ISO27001, ENS, MITRE ATT&CK).

Apache Kafka architecture expert for cluster design, capacity planning, and high availability. Use when designing Kafka clusters, choosing partition strategies, or sizing brokers for production workloads.

Complete Vertex AI and Google Cloud Platform setup for Clojure agent development. Includes GCP project saas3-476116 credentials, security best practices (IAM, key rotation, LGPD), cost analysis, API enablement, and environment configuration. Use when starting new Clojure+Vertex project, configuring GCP credentials, implementing security compliance, or troubleshooting authentication.

Security engineering toolkit for threat modeling, vulnerability analysis, secure architecture, and penetration testing. Includes STRIDE analysis, OWASP guidance, cryptography patterns, and security scanning tools. Use when the user asks about security reviews, threat analysis, vulnerability assessments, secure coding practices, security audits, attack surface analysis, CVE remediation, or security best practices.

Deploy, manage, and monitor static websites via the EzyHost API. Upload files, build with AI, track analytics, manage custom domains, QR codes, email capture, and team collaboration.

Infrastructure guidelines for A4C-AppSuite. Covers idempotent Supabase SQL migrations with RLS policies, Kubernetes deployments for Temporal workers, CQRS projections with PostgreSQL triggers, and AsyncAPI contract-first event design. Emphasizes safety, idempotency, and SQL-first development.

Expert-level Kubernetes cluster management, deployment strategies, networking, and production operations

Guide on deployment with Fly.io, multi-region setup, and CI/CD for Epic Stack

Archives completed logs to cloud storage with index management and cleanup