muggle-ai-teams

Wrapper for superpowers:brainstorming that recognizes parent workflow context. Use this INSTEAD of superpowers:brainstorming when invoked from /muggle-ai-teams Step 1C.

Social media content workflow optimized for AI search visibility. Chains social-content, ai-seo, and geo-platform-optimizer into a 4-step pipeline with hard quality gates between each step. Produces platform-native posts tuned for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Copilot. Use when user says "social post with SEO", "social content for AI search", "social + GEO", "AEO social content", "AI-optimized social posts", "social media workflow", "post with AI visibility", or wants social content that ranks in both traditional and AI-powered search.

Generate videos programmatically using Remotion (React-based video framework). Use this skill whenever the user wants to create, render, or animate videos with code — including explainer videos, social media clips, data visualizations, motion graphics, title sequences, product demos, or any video content. Also trigger when the user mentions "remotion", "programmatic video", "video from code", "render video", "generate video", "animated video", "motion graphics", "video template", or wants to turn data/text/images into video. Even if they just say "make a video" or "create a clip", use this skill — Remotion is the tool for code-driven video generation.

Wrapper for superpowers:brainstorming that recognizes parent workflow context. Use this INSTEAD of superpowers:brainstorming when invoked from /muggle-ai-teams Step 1C.

Write cold outreach emails and follow-up sequences for B2B sales, investor outreach, partnership requests, and any prospecting scenario. Use when the user mentions 'cold outreach,' 'prospecting email,' 'outbound email,' 'email to leads,' 'reach out to prospects,' 'sales email,' 'follow-up email sequence,' 'nobody is replying to my emails,' 'how do I write a cold email,' 'investor outreach,' 'cold email to investors,' 'warm intro request,' 'investor update,' or 'fundraising email.' Covers subject lines, opening lines, body copy, CTAs, personalization, multi-touch follow-up sequences, and investor-specific communications. For warm/lifecycle email sequences, see email-sequence. For sales collateral beyond emails, see sales-enablement.

AI crawler access analysis. Checks robots.txt, meta tags, and HTTP headers to determine which AI crawlers can access the site. Provides a complete access map and recommendations for maximizing AI visibility while maintaining appropriate control.

GEO-first SEO analysis tool. Optimizes websites for AI-powered search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) while maintaining traditional SEO foundations. Performs full GEO audits, citability scoring, AI crawler analysis, llms.txt generation, brand mention scanning, platform-specific optimization, schema markup, technical SEO, content quality (E-E-A-T), and client-ready GEO report generation. Use when user says "geo", "seo", "audit", "AI search", "AI visibility", "optimize", "citability", "llms.txt", "schema", "brand mentions", "GEO report", or any URL for analysis.

Publish local test projects, use cases, test cases, and test scripts to Muggle AI cloud. Use when the user asks to publish, upload, sync to cloud, or deploy tests to production. Handles authentication, URL inheritance for production, and cloud ID mapping.

Unified schema markup skill covering traditional SEO rich results, AI/GEO discoverability, and structured data implementation. Use when the user mentions 'schema markup,' 'structured data,' 'JSON-LD,' 'rich snippets,' 'schema.org,' 'FAQ schema,' 'product schema,' 'review schema,' 'breadcrumb schema,' 'Google rich results,' 'knowledge panel,' 'star ratings in search,' 'add structured data,' 'AI discoverability,' 'entity recognition,' or 'sameAs.' Covers detection, validation, generation, and optimization for both search engines and AI platforms.

Full website SEO audit with parallel subagent delegation. Crawls up to 500 pages, detects business type, delegates to 7 specialists, generates health score. Use when user says "audit", "full SEO check", "analyze my site", or "website health check".

Content quality and E-E-A-T analysis with AI citation readiness assessment. Use when user says "content quality", "E-E-A-T", "content analysis", "readability check", "thin content", or "content audit".

Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals, AI crawler accessibility, llms.txt compliance, passage-level citability scoring, and platform-specific optimization. Use when user says "AI Overviews", "SGE", "GEO", "AI search", "LLM optimization", "Perplexity", "AI citations", "ChatGPT search", or "AI visibility".

Deep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance. Use when user says "analyze this page", "check page SEO", or provides a single URL for review.

Strategic SEO planning for new or existing websites. Industry-specific templates, competitive analysis, content strategy, and implementation roadmap. Use when user says "SEO plan", "SEO strategy", "content strategy", "site architecture", or "SEO roadmap".

Analyze existing XML sitemaps or generate new ones with industry templates. Validates format, URLs, and structure. Use when user says "sitemap", "generate sitemap", "sitemap issues", or "XML sitemap".

Technical SEO audit across 9 categories: crawlability, indexability, security, URL structure, mobile, Core Web Vitals, structured data, JavaScript rendering, and IndexNow protocol. Use when user says "technical SEO", "crawl issues", "robots.txt", "Core Web Vitals", "site speed", or "security headers".

Unified social media skill — create, adapt, distribute, and schedule content across LinkedIn, Twitter/X, Instagram, TikTok, YouTube, Threads, Bluesky, Facebook, and newsletters. Covers platform-native content creation, cross-platform distribution (never identical cross-posts), content calendars, repurposing systems, engagement strategy, and analytics. Use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,' 'LinkedIn carousel,' 'social media strategy,' 'grow my following,' 'crosspost,' 'post everywhere,' 'distribute this,' or 'content engine.' For broader content strategy, see content-strategy.

Test a feature locally using Muggle AI local MCP. Handles the full flow of listing/creating projects, use cases, and test cases, then generates or replays test scripts. Supports pulling test artifacts from cloud and rewriting URLs for local testing.

UI/UX design intelligence for web and mobile. Includes 50+ styles, 161 color palettes, 57 font pairings, 161 product types, 99 UX guidelines, and 25 chart types across 10 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui, and HTML/CSS). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, and check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, and mobile app. Elements: button, modal, navbar, sidebar, card, table, form, and chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, and flat design. Topics: color systems, accessibility, animation, layout, typography, font pairing, spacing, interaction states, shadow, and gradient. Integrations: shadcn/ui MCP for component search and examples.

B2B sales pipeline workflow — build the complete marketing-to-sales system from RevOps foundation through outbound, enablement, and competitive positioning. Use when user says "B2B sales workflow", "sales pipeline setup", "outbound workflow", "sales enablement workflow", "build sales pipeline", "marketing to sales handoff", "B2B go-to-market", or "sales motion workflow". Chains 7 skills for B2B sales teams.

Content-led growth engine workflow — build a sustainable inbound machine through content strategy, SEO, lead magnets, email nurture, and social distribution. Use when user says "content growth workflow", "inbound marketing workflow", "content engine", "build a content machine", "content marketing plan", "grow with content", "inbound growth strategy", or "content flywheel". Chains 10 skills across strategy, creation, capture, and distribution.

Full-funnel conversion rate optimization workflow — audit and optimize every stage from landing page through retention. Chains 9 CRO skills in funnel order. Use when user says "full funnel CRO", "optimize my funnel", "conversion audit", "end-to-end CRO", "funnel optimization", "why aren't people converting", "improve our conversion rates", or "CRO workflow". Covers landing → signup → onboarding → upgrade → retention.

GEO agency client service workflow — manage the full client lifecycle from prospect intake through audit, reporting, proposal, and monthly tracking. Use when user says "GEO client workflow", "new GEO client", "GEO agency workflow", "client audit workflow", "GEO service delivery", "onboard a GEO client", or "monthly GEO reporting". Chains 10 GEO skills for agency service delivery.

Paid acquisition workflow — plan, create, optimize, and measure paid ad campaigns across Google, Meta, LinkedIn, and TikTok. Use when user says "paid acquisition workflow", "ad campaign workflow", "PPC workflow", "run ads workflow", "paid media plan", "ad campaign from scratch", "scale paid ads", or "paid growth workflow". Chains 6 skills from strategy through creative to measurement.

End-to-end product launch workflow — from positioning through launch day and post-launch growth. Chains 11 skills in 4 phases: Foundation, Build, Launch, Grow. Use when user says "launch workflow", "launch my product", "GTM workflow", "go-to-market plan", "full launch plan", "launch from scratch", or "product launch checklist". This is the master workflow for taking a product to market.

Combined SEO + GEO audit and optimization workflow. Runs traditional SEO audit and AI search optimization in parallel, then produces a unified action plan covering both Google rankings and AI citations. Use when user says "full SEO and GEO audit", "audit my site for SEO and AI", "SEO + AI visibility", "comprehensive site audit", "optimize for Google and AI", "audit for search and AI engines", or "complete search audit". Chains 15+ SEO and GEO skills.