Plan, execute, and validate production deployments when rollout safety, health checks, observability, rollback, or production-parity verification is required.
End-to-end production engineering workflows that encode the complete software development lifecycle into repeatable, quality-gated agent commands.
strategies for building automated CI/CD pipelines for agents. Use this to implement "shift left" testing, staged validation, and evaluation-gated deployments.
Build lightweight production smoke test suites that verify critical user paths, API health, and third-party integrations after every deployment.
Protokol tingkat lanjut untuk sinkronisasi Staging ke Main (Production), penyelesaian konflik otomatis, dan manajemen deployment aman.
Cria arquivos de instrução no estilo "professor pessoal" para estudar um tópico técnico ou conceitual.
Argo Rollouts patterns for canary and blue/green deployments — traffic splitting, automated analysis with Prometheus metrics, rollback triggers, and GitOps integration.
Deploy changes incrementally through expanding blast radius stages with bake time and automatic rollback on alarm.
Run the full design-to-deploy pipeline using 3 AIs (Claude + Codex + Gemini). Use when starting a new feature, running /project, or needing end-to-end development with…
Guide a non-technical customer from “I want my own bot” through adaptive resource intake, raw/wiki/maps knowledge-base construction, secure project-bot scaffolding, integration,…
Use when setting up CI/CD for projects - covers Makefile, GitHub Actions, semantic versioning, Docker images, multi-platform binaries, Node runtime-bundled tarballs and…
Design and build LLM-powered projects from ideation through deployment. Use when starting new agent projects, choosing between LLM and traditional approaches, or structuring batch…
Используй этот скилл при работе с инфраструктурой Atome Studio — Docker, Docker Compose, CI/CD, GitHub Actions, деплой, окружения, мониторинг, переменные окружения, Dockerfile,…
Audits an existing repository against BazelStarterTemplate and brings it in line, one concern at a time - hermetic Bazel build, devenv and git hooks, format/lint tests, unit tests…
OCI artifact promotion pipeline from PR merge through integration validation to live deployment.
Install and set up software from a single request ("install slack", "set up docker", "get me obsidian").
Use when you need to deploy a project to CloudHost, a hosting platform for static sites and serverless functions.
Implement Terraform Provider actions using the Plugin Framework. Use when developing imperative operations that execute at lifecycle events (before/after create, update, destroy).
Create, update, and review Terraform provider documentation for Terraform Registry using HashiCorp-recommended patterns, tfplugindocs templates, and schema descriptions.
Migrate Terraform provider resources and data sources from Plugin SDKv2 to the Plugin Framework: muxing both plugins in one provider (terraform-plugin-mux, tf5to6server),…
Implement Terraform Provider resources and data sources using the Plugin Framework. Use when developing CRUD operations, schema design, state management, and acceptance testing…
用 winkops 的 provision 按声明式 stack 初始化/收敛单台服务器的环境（安装 node/jdk/python/docker/nginx/redis/mysql，并守护式写配置文件）。当用户要「初始化服务器环境 / 装运行时或中间件 / 配置 stack / 下发 nginx/redis/mysql 配置文件 /…
Cloud-Infrastruktur mit Terraform bereitstellen und verwalten — mit HCL-Modulen, Remote-State-Backends, Workspaces und Plan/Apply-Workflow.
Provision a new SoSafe Kubernetes service across Terraform, Helm, and ArgoCD repos with Jira ticket creation, grouped requirement intake, PR creation, and deployment runbook.
Guides initial CockroachDB cluster provisioning and production deployment. Self-Hosted covers cockroach start/init, Kubernetes deployment (Operator, Helm), hardware sizing, and…
proximo makes local Docker containers reachable at https://.test with trusted HTTPS and local DNS.
Manage the Matrix/Virgo-Core Proxmox VE cluster (nodes Foxtrot, Golf, Hotel - MINISFORUM MS-A2 with AMD Ryzen 9 9955HX).
Use this when: set up a homelab Kubernetes cluster, create a VM from a template, my K3s node won't join, set up GPU passthrough, automate VM provisioning with cloud-init, my IOMMU…
Use when the user mentions Proxmox, PVE, Talos, annarchy.net, fleet-infra, pve01/pve02/pve03, staging cluster, production cluster, or asks to "spin up staging", "tear down…
Use when working on PSC Bridges-2 — SSH/login to bridges2.psc.edu, SLURM job submission (sbatch, srun, interact), partitions (RM, RM-shared, RM-512, EM, GPU, GPU-shared, ROBO…
Forces exhaustive problem-solving using corporate PUA rhetoric and structured debugging methodology. MUST trigger when: (1) any task has failed 2+ times or you're stuck in a loop…
Confirm the live Skillz Forge GitHub Pages site matches the last successful deploy run, independent of whether the last deploy-pages.yml run happened to report success.
Deploy the dispatcher PCF for a third-party `.ppmplugin` control to a Power Platform environment via `pac pcf push`.
Skill for the publishing infrastructure module providing academic publishing workflows including BibTeX CLI citation generation, APA/MLA citation helper functions, DOI management,…
Use when provisioning cloud infrastructure with Pulumi using TypeScript or Python. Covers AWS, GCP, Azure resources, stacks, state management, and component resources as…
Generates Pulumi infrastructure-as-code stacks in TypeScript and Python using @pulumi/aws, @pulumi/azure-native, and @pulumi/gcp SDKs.
Creates Pulumi infrastructure-as-code projects in Python, defines cloud resources (AWS, Azure, GCP), configures ESC environments for secrets management, sets up OIDC…
Use when managing multiple environments with Pulumi stacks for development, staging, and production deployments.
Migrate Terraform/OpenTofu projects to Pulumi, including translating HCL source code and/or importing Terraform state into a Pulumi stack.
Build and release pipeline for the Pump SDK — tsup TypeScript builds, Cargo release profiles, semantic release with commitizen, npm publishing, linting, Makefile targets, Vercel…
Build → tag → smoke-test → push Docker image ของ smlnesservice ขึ้น Docker Hub (default: neverliken/smlnesservice).
Uploads a drafted User Story or Technical Story to Azure DevOps as a work item, populating Title, Description, Acceptance Criteria, Story Points, Priority, and optionally linking…
Deploy Flask server to remote machine (185.96.221.52). Stops remote server, copies files via scp, restarts server, and verifies.
Expert operator of the SQL-FS Python SDK (`sqlfs` package). Use when interacting with a live SQL-FS deployment from Python: auth bootstrap, creating sandboxes, ingesting code,…
Read-only first troubleshooting workflow for Python project deployments, including systemd startup failures, dependency issues, encoding problems, permissions, proxy setup, and…
Pyxel retro game engine patterns - pixel art, game loops, sprite/tilemap, MML audio, resource management, and web deployment
Parallel validation deployment. Spawn 8+ QA agents to run tests, builds, lints, and health checks simultaneously. Zero marginal wall-clock cost.
Run pre-deploy quality control check for a standard-tier Firefly client site. Use when the site is nearing completion and needs a final review before deployment.
Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option',…
QECTOR deployment modes, security posture, and the production checklist. Covers the six deployment modes (manual 24, Table 24.1), the production checklist (manual 24.1, 10 items),…
Review and resolve PR issues with Qodo - get AI-powered code review issues and fix them interactively (GitHub, GitLab, Bitbucket, Azure DevOps)
Use when the user asks about cross-platform Qt application development with QtWidgets, QtQuick/QML, Qt Creator, signals and slots, or Qt deployment.
Comprehensive guide for developing cross-platform desktop applications with Qt in C++, including Qt5/Qt6, CMake, signals/slots, widgets, QML, threading, and deployment.
Generate comprehensive quality report with metrics and verification. Produces final CHAPTER_XX_VERIFICATION.md and quality_metrics.json for deployment approval.
Quantize a trained model to INT8 or INT4 for inference, calibrate the ranges, and gate the release on a measured quality regression.
Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8.
Query work items and pull requests from an Azure DevOps organization. Use when asked to pull tickets, stories, support requests, PRs, or activity summaries from Azure DevOps.
Promote a previously validated deployment to production without re-running tests. Salesforce honors a quick-deploy of any validated deploy ID within 4 days, skipping the test…
QuickNode deploy integration — blockchain RPC and Web3 infrastructure integration. Use when working with QuickNode for blockchain development.
Inspect GitHub Actions self-hosted runner queues when a developer provides a run URL, job URL, runner label, or reports a blocked CI job, or invokes /qv-devops-runner-queue.