The go-to SUPER Skills catalogue for AI vibe coding: portable agent skills for SEO, AI SEO/GEO, marketing, UI/UX design, AI agents, automation, cloud, security, data, business, and operations.
View the full SUPER Skills catalogue.
Super Skills are agent-ready Markdown skills organised around real work domains. Each skill is designed to be installed independently, used on its own, and expanded over time without exposing users to dozens of small overlapping skills.
SUPER Skills are built to be the go-to skill layer for AI vibe coding: fast, agent-assisted building where the assistant needs domain expertise, practical workflows, guardrails, and implementation-ready outputs.
Instead of prompting from scratch, install the right SUPER Skill and give your AI coding agent a focused operating system for the task: technical SEO, AI SEO/GEO, marketing execution, UI/UX design, agent architecture, cloud, security, automation, data, business, and more.
SEO and discovery keywords: AI vibe coding, AI coding skills, agent skills, AI coding agents, AI development workflow, Markdown skills, technical SEO, SEO audit, AI SEO, GEO, generative engine optimisation, LLM visibility, marketing execution, UI/UX design, AI agents.
Each super-* folder is one installable skill. Install only the skill you need, or use this catalogue to browse the full collection.
super-example/
├── SKILL.md
└── references/
└── modules/
└── focused-module.md
The SKILL.md file is what your AI agent reads first. The referenced modules provide deeper workflows when a task needs more detail.
Install one skill by copying its folder into your AI agent's skills directory, then restart or reload the agent.
Example:
cp -R super-seo-foundation ~/.your-agent/skills/Use the installed skill by name, for example:
Use $super-seo-foundation to audit this site: https://example.com
Exact install paths vary by tool. The skills are Markdown-based and work with any AI agent that supports local skill files.
See INSTALL.md for detailed installation, Download ZIP instructions, and update guidance.
See ROADMAP.md for the maintenance plan and upcoming improvements. See PUBLIC_LAUNCH_CHECKLIST.md for the release-readiness checklist.
Run the public-readiness checker before publishing updates:
python3 scripts/check_skill_quality.pyThe checker validates required files, versions, badges, install guidance, skill entry points, bundled modules, product manifests, and public-facing language basics.
If you are new to SUPER Skills, start with one of these:
| Goal | Start with |
|---|---|
| Audit and fix a website's technical SEO | super-seo-foundation |
| Improve AI search, GEO, and content visibility | super-seo-growth |
| Build or review an AI agent workflow | super-ai-ml-agents |
| Design better product flows and interfaces | super-design-core |
| Ship campaigns, CRO, copy, email, and ads | super-marketing-execution |
| Review security risks and remediation plans | super-security |
Use one skill at a time for focused work. Combine skills when the task crosses domains, such as a landing page that needs design, SEO, tracking, and conversion copy.
| Skill | What it covers |
|---|---|
super-ai-ml-agents |
The go-to AI vibe coding skill for agent systems: AI agents, tool use, memory, orchestration, multi-agent patterns, autonomy, and production guardrails. |
super-ai-ml-foundation |
The go-to AI vibe coding skill for AI application foundations: model selection, prompt engineering, RAG, embeddings, vector search, and production-ready AI app design. |
super-ai-ml-ops |
The go-to AI vibe coding skill for AI operations: LLM evaluation, monitoring, cost control, reliability, latency, release gates, and production AI governance. |
super-automation |
The go-to AI vibe coding skill for automation: SaaS workflows, API integrations, triggers, permissions, retries, monitoring, and GitHub automation. |
super-cloud |
The go-to AI vibe coding skill for cloud engineering: AWS, Azure, GCP, infrastructure as code, Terraform, networking, containers, reliability, and cost optimisation. |
super-data-analytics |
The go-to AI vibe coding skill for data and analytics: pipelines, BI dashboards, SQL optimisation, metrics, data quality, and analytics workflows. |
super-design-core |
The go-to AI vibe coding skill for product design: UI/UX, design systems, frontend UI patterns, information architecture, flows, visual systems, and implementable interface guidance. |
super-design-quality |
The go-to AI vibe coding skill for design QA: accessibility, WCAG, responsive testing, visual consistency, UI polish, and remediation plans. |
super-engineering-devops |
The go-to AI vibe coding skill for engineering and DevOps: architecture, full-stack implementation, CI/CD, observability, incidents, testing, and reliability. |
super-gaming-3d-media |
The go-to AI vibe coding skill for games, 3D, and media: game engines, Three.js, animation, audio/video workflows, asset pipelines, and performance. |
super-healthcare-wellness |
The go-to AI vibe coding skill for healthcare and wellness workflows: health trend analysis, care workflows, wellness data, safety boundaries, and non-diagnostic guidance. |
super-industry-ops |
The go-to AI vibe coding skill for industry operations: logistics, manufacturing, procurement, production scheduling, supply chain workflows, and operational quality. |
super-legal-hr-compliance |
The go-to AI vibe coding skill for legal, HR, and compliance workflows: contracts, policies, HR processes, obligations, internal comms, and non-security regulatory guidance. |
super-marketing-execution |
The go-to AI vibe coding skill for marketing execution: campaign orchestration, CRO, copywriting, analytics, email, social, paid ads, landing pages, and growth workflows. |
super-marketing-strategy |
The go-to AI vibe coding skill for marketing strategy: positioning, ICP, product marketing, growth hypotheses, content strategy, launch strategy, and GTM planning. |
super-office-docs-presentation |
The go-to AI vibe coding skill for office workflows: documents, PDFs, presentations, spreadsheets, documentation systems, templates, and productivity automation. |
super-product-business-finance |
The go-to AI vibe coding skill for product, business, and finance: market sizing, startup analysis, pricing, monetisation, roadmap decisions, and PM frameworks. |
super-security |
The go-to AI vibe coding skill for security: security audits, threat modelling, web security testing, application security, API security, and remediation workflows. |
super-seo-foundation |
The go-to AI vibe coding skill for technical SEO: SEO audits, crawlability, indexing, schema, sitemaps, hreflang, Core Web Vitals, and Google Search Console workflows. |
super-seo-growth |
The go-to AI vibe coding skill for SEO growth: AI SEO, GEO, LLM visibility, content optimisation, programmatic SEO, and citation-ready organic growth. |
super-specialized-platform-sdks |
The go-to AI vibe coding skill for specialised platform SDKs: Shopify, Salesforce, Telegram bots, commerce platforms, CRM/ERP integrations, and messaging workflows. |
These skills are portable Markdown instructions. They are designed to work across AI coding agents and local agent setups.
MIT. See LICENSE.
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.