Deployment

Experto en Dockerización, Docker Compose y despliegue en EasyPanel.

Changelog generation, version bumping, and release automation.

Change or review the crawler and newsletter job surfaces in this repository. Use when work touches crawler/ or newsletters/, scheduled routes, vercel.json cron definitions, cleanup scripts, article ingestion, summarization, digest generation, or other live operational workflows.

Artifact repositories with Nexus, Artifactory, and container registries for build artifact storage

Idempotent Redundancy

Command skill for 'promote'. Use when users request environment promotion and release progression.

Build and restart the Docker stack. Use when the user asks to deploy, rebuild, or restart Docker.

Archive a completed change after its PR is merged. Moves artifacts to the archive directory.

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

Diagnose and fix MCP configuration/runtime issues across supported integrations using agents CLI checks.

Develop with Nix including packages, flakes, NixOS, and derivations. Activate when working with .nix files, flake.nix, flake.lock, or user mentions Nix, nixpkgs, NixOS, derivations, flakes, nix-shell, nix develop, home-manager, or packaging.

Generate Ansible playbook files for infrastructure automation and configuration management. Triggers on "create ansible playbook", "generate ansible config", "ansible automation", "infrastructure playbook".

Switch to a different configuration profile

Minimal Vue landing page with Nuxt for Netlify.

Generates nginx.default.conf for nginx conf.d directory configuration. Serves static files from /usr/share/nginx/html.

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

rainMcp 项目版本发布相关操作流程

This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or ne...

Diagnose a LogicMonitor alert and remediate via Ansible Automation Platform.

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.

Fresh-process orchestration for EPIC-tier batch pipelines. Spawns a new Bun process per wave via the Claude Agent SDK, preventing GC-related crashes in long-running sessions.

Observe application health and gather feedback after deployment. Use to validate success criteria, collect metrics, and feed issues back to the backlog. Closes the feedback loop.

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.

ArgoCD application management, sync operations, and GitOps troubleshooting

Diagnose Ingress failures (rules not matching, backend unreachable, TLS errors, no address assigned). Checks Ingress resources, IngressClass, backend Services, and controller health to identify why external traffic is not routed correctly.

Deploy Codex CLI authentication to remote machines. Use when user asks about codex auth, codex authentication, codex oauth, codex remote, codex login remote, copy codex credentials, or deploy codex to server.

Deploy or redeploy the Kagenti Kind cluster using the Python installer - quick redeploy, manual steps, and troubleshooting

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).

Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card security measures.

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.

Validates environment-specific configurations across development, staging, and production environments. Prevents mismatched environment variables, localhost references in production, wrong API keys, and configuration drift. Use before ANY deployment to catch environment-specific issues that cause production failures.

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

Modern deployment with Databricks Asset Bundles (DAB), supporting multi-environment configurations and CI/CD integration.

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.

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