The go-to AI vibe coding skill for engineering and DevOps: architecture, full-stack implementation, CI/CD, observability, incidents, testing, and reliability.
View the full SUPER Skills catalogue.
Architect, build, test, deploy, observe, and operate reliable software systems.
Super Engineering DevOps gives AI coding agents a senior engineering operating model. Use it to review architecture, plan implementation, improve CI/CD, add observability, handle incidents, strengthen testing, and ship more reliable systems.
These skills are designed for AI vibe coding: fast, agent-assisted building where the AI needs strong domain context, practical workflows, guardrails, and implementation-ready outputs.
SEO and discovery keywords: software engineering, DevOps, full-stack development, CI/CD, observability, incident response, software architecture, testing, AI vibe coding, agent skills.
Copy this folder into your agent's skills directory, then restart or reload the agent.
cp -R super-engineering-devops ~/.your-agent/skills/Use it by name:
Use $super-engineering-devops to help with this request.
- software architecture
- full-stack engineering
- DevOps delivery
- observability
- testing and operations
- architecture plan
- implementation guidance
- deployment checklist
- observability plan
- risk and reliability notes
| Module | Purpose |
|---|---|
devops-incident.md |
DevOps workflows, deployment, CI/CD, incident response, and operational reliability |
observability-engineer.md |
Logging, metrics, tracing, alerting, SLOs, dashboards, and debugging workflows |
senior-fullstack.md |
Full-stack architecture, code quality, implementation patterns, testing, and review |
Use $super-engineering-devops to review this architecture.Use $super-engineering-devops to plan CI/CD for this app.Use $super-engineering-devops to improve observability for this service.
Works with any AI agent that can read Markdown skill files. Install paths vary by tool.
See INSTALL.md for detailed installation, Download ZIP instructions, and update guidance.
This repository is part of the SUPER Skills series: standalone, installable agent skills that can be used independently or together.
| Repository | Purpose |
|---|---|
| skills-super | Master catalogue for the full SUPER Skills collection: AI vibe coding skills, agent workflows, and installable Markdown skills. |
| super-ai-ml-agents | AI agents, agent architecture, tool use, memory, orchestration, multi-agent systems, and guardrails. |
| super-ai-ml-foundation | Model selection, prompt engineering, RAG, embeddings, vector search, and production-ready AI app design. |
| super-ai-ml-ops | LLM evaluation, monitoring, cost control, reliability, latency, release gates, and production AI governance. |
| super-automation | SaaS workflows, API integrations, triggers, permissions, retries, monitoring, and GitHub automation. |
| super-cloud | AWS, Azure, GCP, infrastructure as code, Terraform, networking, containers, reliability, and cost optimisation. |
| super-data-analytics | Pipelines, BI dashboards, SQL optimisation, metrics, data quality, and analytics workflows. |
| super-design-core | UI/UX, product design, design systems, frontend UI patterns, IA, flows, and visual systems. |
| super-design-quality | Accessibility, WCAG, responsive testing, visual consistency, UI polish, and remediation plans. |
| super-engineering-devops | Architecture, full-stack implementation, CI/CD, observability, incidents, testing, and reliability. |
| super-gaming-3d-media | Game engines, Three.js, animation, audio/video workflows, asset pipelines, and performance. |
| super-healthcare-wellness | Health trend analysis, care workflows, wellness data, safety boundaries, and non-diagnostic guidance. |
| super-industry-ops | Logistics, manufacturing, procurement, production scheduling, supply chain workflows, and operational quality. |
| super-legal-hr-compliance | Contracts, policies, HR processes, obligations, internal comms, and non-security regulatory guidance. |
| super-marketing-execution | Campaign orchestration, CRO, copywriting, analytics, email, social, paid ads, and growth execution. |
| super-marketing-strategy | Positioning, ICP, product marketing, growth hypotheses, content strategy, launch strategy, and GTM planning. |
| super-office-docs-presentation | Documents, PDFs, presentations, spreadsheets, documentation systems, templates, and productivity automation. |
| super-product-business-finance | Market sizing, startup analysis, pricing, monetisation, roadmap decisions, and PM frameworks. |
| super-security | Security audits, threat modelling, web security testing, application security, API security, and remediation workflows. |
| super-seo-foundation | Technical SEO, SEO audits, crawlability, indexing, schema, sitemaps, hreflang, Core Web Vitals, and Google tooling. |
| super-seo-growth | AI SEO, GEO, LLM visibility, content optimisation, programmatic SEO, and citation readiness. |
| super-specialized-platform-sdks | Shopify, Salesforce, Telegram bots, commerce platforms, CRM/ERP integrations, and messaging workflows. |
Start with the skill that matches the task. Use the catalogue when you want to browse the full collection or install multiple skills.
See VERSION and CHANGELOG.md.
MIT. See the root repository LICENSE.