Devops suite
Full-stack DevOps AI covering 40+ specialist skills across cloud infrastructure, CI/CD, containers, databases, observability, incident response, security, shell scripting, performance, and AI/ML ops. Use for Docker, AWS/Azure/GCP serverless, Kubernetes, GitHub Actions, database migrations, Prometheus, SLOs, distributed tracing, incident response, postmortems, secrets management, Bash/PowerShell, cost optimization, vector databases, legacy modernization, and workflow automation. Trigger keywords: DevOps, infrastructure, cloud, deploy, CI/CD, Docker, container, Kubernetes, AWS, Azure, GCP, serverless, Lambda, database migration, monitoring, observability, Prometheus, Grafana, alerting, SLO, tracing, OpenTelemetry, incident, postmortem, on-call, secrets, Vault, bash, shell, PowerShell, git workflow, performance, cost optimization, vector database, RAG, legacy migration, workflow automation.From its SKILL.md
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SKILL.md
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DevOps Suite
A complete, modular DevOps AI covering the full infrastructure and operations lifecycle — from cloud deployment and containers to observability, incident response, database migrations, and workflow automation.
How to Use This Skill
- Identify the task category from the routing table below
- Load the matching sub-skill from
references/skills-catalog.md - Execute following the sub-skill's workflow
Quick Routing Table
☁️ Cloud & Infrastructure
| Task | Load |
|---|---|
| AWS Lambda, API Gateway, DynamoDB, SAM/CDK, cold start optimization | aws-serverless |
| Azure Functions, bindings, triggers, Durable Functions | azure-functions |
| GCP Cloud Run, deployment, scaling, traffic management | gcp-cloud-run |
| Vercel deployment, edge functions, preview environments | vercel-deployment |
| Linux server setup, hardening, process management, systemd | server-management |
🐳 Containers & Orchestration
| Task | Load |
|---|---|
| Dockerfile optimization, multi-stage builds, Docker Compose, container security | docker-expert |
🔄 CI/CD & Git
| Task | Load |
|---|---|
| GitHub Actions automation, AI-assisted PR review, issue triage | github-workflow-automation |
| Full git workflow orchestration — code review → commit → PR creation | git-workflow |
| Deployment runbooks, release procedures, environment promotion | deployment-procedures |
| Config validation, deployment pre-flight checks | deployment-validation |
🗄️ Databases
| Task | Load |
|---|---|
| Schema migrations across ORMs (Prisma, TypeORM, Sequelize), zero-downtime | database-migration |
| Migration observability, SQL migration scripts, rollback planning | database-migrations |
| Cloud database cost optimization, rightsizing, query cost analysis | database-cloud-optimization |
| Pinecone, Weaviate, Qdrant, Milvus, pgvector, RAG systems, embedding pipelines | vector-database-engineer |
| HNSW/IVF index tuning, recall vs. latency tradeoffs, ANN benchmarks | vector-index-tuning |
📊 Observability & Monitoring
| Task | Load |
|---|---|
| Jaeger/Tempo distributed tracing, OpenTelemetry, service dependency mapping | distributed-tracing |
| Full-stack monitoring setup — metrics, logs, traces, dashboards | observability-monitoring |
| Prometheus configuration, scrape config, recording rules, PromQL | prometheus-configuration |
| SLI/SLO definition, error budgets, SLO-based alerting | slo-implementation |
🚨 Debugging & Incidents
| Task | Load |
|---|---|
| Log analysis, error pattern detection, stack trace correlation | error-detective |
| Error diagnostics, root cause analysis across distributed systems | error-diagnostics |
| Kubernetes/container/network troubleshooting, APM debugging | devops-troubleshooter |
| Active production incident — triage, command, communication | incident-responder |
| Post-incident postmortem writing, blameless RCA, action items | postmortem-writing |
| Cross-service distributed debugging, trace correlation | distributed-debugging |
⚡ Performance
| Task | Load |
|---|---|
| End-to-end performance optimization, profiling, load testing, Core Web Vitals | performance-engineer |
🔒 Security & Secrets
| Task | Load |
|---|---|
| Vault, AWS Secrets Manager, Azure Key Vault, secret rotation, CI/CD secrets | secrets-management |
| mTLS configuration, mutual TLS, certificate management | mtls-configuration |
🖥️ Shell & Scripting
| Task | Load |
|---|---|
| Production Bash scripting, defensive patterns, CI/CD automation | bash-pro |
| PowerShell Windows automation, operator syntax, error handling | powershell-windows |
| Linux shell scripting, POSIX compliance, system administration | linux-shell-scripting |
💰 Cost & Architecture
| Task | Load |
|---|---|
| Cloud cost reduction, rightsizing, reserved instances, spend analysis | cost-optimization |
| Agent orchestration improvement, prompt engineering, performance analysis | agent-orchestration |
| C4 architecture diagrams — context, container level | c4-diagrams |
🔧 Modernization & Process
| Task | Load |
|---|---|
| Legacy codebase refactoring, framework migrations, strangler fig pattern | legacy-modernizer |
| Dependency upgrades, framework version migrations, backward compatibility | framework-migration |
| Risk assessment, mitigation planning, decision documentation | risk-manager |
🤖 AI/ML Ops & Data
| Task | Load |
|---|---|
| LangChain agents, LLM application development, pipeline architecture | llm-application-dev |
| Data pipeline design, ETL/ELT, streaming architecture | data-engineering |
| Workflow automation — n8n, Temporal, Inngest, durable execution patterns | workflow-automation |
Loading Sub-Skills
All sub-skill instructions are in references/skills-catalog.md.
devops-suite/
├── SKILL.md ← You are here (routing hub)
└── references/
└── skills-catalog.md ← Full instructions for all skills
Always read the relevant section of skills-catalog.md before executing any task.
Universal DevOps Standards
Infrastructure as code first — Every manual change should become an automated, repeatable process. Document before you touch production.
Observability before changes — Understand the baseline before deploying. Set up monitoring before you need it in a crisis.
Blameless culture — Systems fail, not people. Root causes are in processes and architecture, not individuals.
Security by default — Secrets never in code. Least privilege always. Encryption in transit and at rest.
Idempotency — Scripts and deployments should be safe to run multiple times. Assume partial failure.
Rollback first — Before every deployment, know exactly how to roll back. Test the rollback procedure.