devops role template (WaveX-authored, derived from session 2026-05-05/06 patterns)
Detailed container and Kubernetes pack for cluster misconfiguration, pod abuse, and breakout paths.
รีแฟกเตอร์และสร้าง Dockerfile ที่พร้อม production ตามแนวทาง best practice ด้าน security, performance และ efficient build caching ใช้ skill นี้ทันทีเมื่อผู้ใช้แชร์หรือขอสร้าง…
Uses helm-docs to rebuild Helm chart documentation from Chart.yaml, values.yaml, and inline comments so README files stay aligned with the actual chart.
Automatically manage regression test baseline lifecycle triggered by releases, deployments, and quality gates
Set up a complete deployment configuration — Dockerfile, deployment manifest, environment config, and rollback procedure.
Build production-ready Dockerfiles with multi-stage builds, security hardening, and docker-compose for local dev.
Use ONLY when verification passed AND operator explicitly says "prepare deploy" / "draft deploy" / "ship it"; drafts deploy handoff, captures deploy hash + probes + smoke, advises…
Standardize release approvals with GitHub-aware checklists and deployment gate validation
Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic.
Plan, audit, and execute release and launch readiness for software, games, websites, products, campaigns, and public launches.
Provides release management strategies including deployment patterns, version control, and rollback procedures.
Use when the user asks to plan releases, manage changelogs, coordinate deployments, create release branches, or automate versioning.
Design a pre-deploy release and rollout strategy for a change: pick the rollout pattern (feature flag, canary, blue-green, or full progressive delivery) by risk and infra, then…
Version management, release verification, and deployment procedures for software releases. Includes semver guidance, version consistency checks, and platform-specific constraints.
Define and validate what ready-to-ship means beyond tests passing. Use when a repo needs release checklists, smoke tests, rollback plans, changelog/versioning guidance, deployment…
Prepare a release by verifying version consistency, generating release notes, updating help docs, and running quality checks.
Reliability engineering for cloud systems — SLIs, SLOs, error budgets, SRE practices, runbooks, incident response, on-call rotation, blameless postmortems, chaos engineering, and…
rembg is a Python tool for automatic image background removal powered by AI models like U2-Net and SAM.
Get interactive remediation guidance for compliance findings, including Terraform code and step-by-step instructions.
Staged remediation plan for existing AWS infra in bad shape — takes checkov/tfsec/review-aws-terraform findings and produces sequenced fix PRs that avoid downtime and data loss.
Applies M365NetIsoNsg compliance rules to an existing Azure NSG and outputs the ARM template for Safe Deployment.
Remix patterns including loaders, actions, nested routing, progressive enhancement, and deployment strategies.
Builds and deploys Docker containers on Render—Dockerfiles, multi-stage builds, Blueprint Docker fields, private registries, layer caching, and platform constraints.
Detect Renovate Dependency Dashboard coverage gaps in a git repo. Cross-references version-like strings in Renovate-managed files (`.github/workflows/*.{yml,yaml}`, `Dockerfile*`,…
Debug hard Replit issues: container lifecycle, Nix build failures, deployment crashes, and memory leaks.
Configure CI/CD for Replit with GitHub Actions, automated testing, and deploy-on-push. Use when setting up automated testing, GitHub integration for Replit, or continuous…
Diagnose and fix the top Replit errors: container sleep, port binding, Nix failures, DB limits. Use when encountering Replit errors, debugging failed deployments, or…
Optimize Replit costs: deployment sizing, seat audit, egress control, and plan selection. Use when analyzing Replit billing, reducing deployment costs, or implementing usage…
Collect Replit diagnostic info for debugging deployments, workspace issues, and support tickets. Use when encountering persistent issues, preparing support tickets, or collecting…
Deploy Replit apps with Autoscale, Reserved VM, and Static deployment types. Use when deploying to production, configuring deployment settings, setting up custom domains, or…
Execute Replit incident response: triage deployment failures, database issues, and platform outages. Use when responding to Replit-related outages, investigating deployment…
Load test and scale Replit deployments with Autoscale tuning, Reserved VM sizing, and capacity planning.
Migrate to Replit from Heroku, Railway, Vercel, or local development environments. Use when moving an existing app to Replit, migrating databases, or converting Docker/buildpack…
Configure Replit dev/staging/production environments with separate databases, secrets, and deployment tiers.
Execute Replit production deployment checklist with rollback and health monitoring. Use when deploying Replit apps to production, preparing for launch, or implementing go-live…
Handle Replit resource limits: KV database caps, deployment quotas, and request throttling. Use when hitting storage limits, managing deployment resources, or implementing rate…
Implement reliability patterns for Replit: cold start handling, graceful shutdown, persistent state, and keep-alive.
Upgrade Replit Nix channels, migrate between database types, and update deployment targets. Use when upgrading Nix channel versions, migrating from Replit DB to PostgreSQL,…
Handle Replit deployment events, build Replit Extensions, and set up Agents & Automations. Use when integrating with Replit deployment lifecycle, building workspace extensions, or…
Trunk Based Development workflow - all development on main branch with small frequent commits, minimal branching, and continuous integration.
Retell AI deploy integration — AI voice agent and phone call automation. Use when working with Retell AI for voice agents, phone calls, or telephony.
CI/CD and deployment reliability audit. Use when pipeline configs, Dockerfiles, K8s manifests, Skaffold config, or GitHub Actions workflows change.
Review an existing Ansible collection and produce a structured severity report grouped by CRITICAL, WARNING, and INFO. Triggered by /review-collection.
Review an ansible.cfg and produce a structured severity report grouped by CRITICAL, WARNING, and INFO. Triggered by /review-conf.
Review a data analysis for quality, correctness, and reproducibility. Covers data quality assessment, assumption checking, model validation, data leakage detection, and…
Use when the user says "is {release} ready to deploy" / "run the deploy gate checklist" / "GO or NO-GO on {release}" — pre-deploy gate checklist (tests green, migrations…
Catch insecure Dockerfile patterns, brittle package-install habits, and shell pitfalls before image builds ship.
Use when planning or reviewing production database migrations, adding columns, indexes, constraints, backfills, renames, table rewrites, or concurrent operations.
Review an existing Ansible playbook and produce a structured severity report grouped by CRITICAL, WARNING, and INFO. Triggered by /review-playbook.
Review an existing Ansible role and produce a structured severity report grouped by CRITICAL, WARNING, and INFO. Triggered by /review-role.
Performs a comprehensive health check of a CockroachDB cluster. Gathers deployment context first, then provides tier-appropriate diagnostics.
Update one or more sections of an existing PROJECT_BRIEF.md in a target project folder without re-scaffolding.
Comprehensive incident response framework from detection through resolution and post-incident review.
Terraform infrastructure-as-code agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw.
Robusta Kubernetes observability and alert automation platform. USE WHEN installing Robusta OR configuring playbooks OR setting up notification sinks OR troubleshooting Kubernetes…
Configura y verifica Docker con soporte GPU AMD ROCm y NVIDIA CUDA. Realiza preflight checks, configura runtime para AMD (--device=/dev/kfd --device=/dev/dri --group-add=render) y…
Planning and executing metadata rollbacks and emergency hotfixes in Salesforce orgs. Use when a production deployment causes regression and needs to be reverted, or when an urgent…
Plan deployment rollback strategies. Create rollback runbooks covering database migrations, feature flags, cache invalidation, and dependency version management.
Create a concise rollback card with immutable release identity, data compatibility and measurable kill criteria before deployment.