Marketing skills for AI agents — conversion optimization, copywriting, SEO, paid ads, ad creative, and growth
When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context. For applying psychology to specific pages, see cro; for pricing tactics, see pricing; for copy framing, see copywriting.
When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (ads, social, emails, etc.).
When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions "marketing plan," "growth plan," "GTM plan," "go-to-market plan," "AARRR plan," "90-day marketing plan," "12-month marketing roadmap," "fractional CMO plan," or "fCMO plan." Generates an exhaustive 13-section plan structured by AARRR (Acquisition, Activation, Retention, Referral, Revenue), customized to the client's current budget, team, and stage, mapped to future funding milestones, cross-referenced with the 139-idea marketing-ideas library and an embedded 17-section current-state audit rubric, with a full marketing operations stack showing which skills and MCP/API integrations execute each part. Outputs a Notion-paste-ready markdown document. For positioning and ICP context before planning, see product-marketing. For stage-specific deep work, see onboarding, signup, emails, referrals, pricing.
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are signing up but not sticking around. For signup/registration optimization, see signup. For ongoing email sequences, see emails.
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
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A collection of AI agent skills focused on marketing tasks. Built for technical marketers and founders who want AI coding agents to help with conversion optimization, copywriting, SEO, analytics, and growth engineering. Works with Claude Code, OpenAI Codex, Cursor, Windsurf, and any agent that supports the Agent Skills spec.
Built by Corey Haines. Need hands-on help? Check out Conversion Factory — Corey's agency for conversion optimization, landing pages, and growth strategy. Want to learn more about marketing? Subscribe to Swipe Files. Want to get dangerously good at using AI for marketing? Check out AI Marketing Training. Want an autonomous AI agent that uses these skills to be your CMO? Try Magister.
New to the terminal and coding agents? Check out the companion guide Coding for Marketers.
Contributions welcome! Found a way to improve a skill or have a new one to add? Open a PR.
Run into a problem or have a question? Open an issue — we're happy to help.
Skills are markdown files that give AI agents specialized knowledge and workflows for specific tasks. When you add these to your project, your agent can recognize when you're working on a marketing task and apply the right frameworks and best practices.
Skills reference each other and build on shared context. The product-marketing skill is the foundation — every other skill checks it first to understand your product, audience, and positioning before doing anything.
┌──────────────────────────────────────┐
│ product-marketing │
│ (read by all other skills first) │
└──────────────────┬───────────────────┘
│
┌──────────────┬─────────────┬─────────────┼─────────────┬──────────────┬──────────────┐
▼ ▼ ▼ ▼ ▼ ▼ ▼
┌──────────┐ ┌──────────┐ ┌──────────┐ ┌────────────┐ ┌──────────┐ ┌─────────────┐ ┌───────────┐
│ SEO & │ │ CRO │ │Content & │ │ Paid & │ │ Growth & │ │ Sales & │ │ Strategy │
│ Content │ │ │ │ Copy │ │Measurement │ │Retention │ │ GTM │ │ │
├──────────┤ ├──────────┤ ├──────────┤ ├────────────┤ ├──────────┤ ├─────────────┤ ├───────────┤
│seo-audit │ │cro │ │copywritng│ │ads │ │referrals │ │revops │ │mktg-ideas │
│ai-seo │ │signup │ │copy-edit │ │ad-creative │ │free-tools│ │sales-enable │ │mktg-psych │
│site-arch │ │onboarding│ │cold-email│ │ab-testing │ │churn- │ │launch │ │customer- │
│programm │ │popups │ │emails │ │analytics │ │ prevent │ │pricing │ │ research │
│schema │ │paywalls │ │social │ │ │ │community │ │competitors │ │ │
│content │ │ │ │video │ │ │ │lead-magnt│ │comp-profile │ │ │
│aso │ │ │ │image │ │ │ │co-mktg │ │directory │ │ │
│ │ │ │ │sms │ │ │ │ │ │prospecting │ │ │
└────┬─────┘ └────┬─────┘ └────┬─────┘ └─────┬──────┘ └────┬─────┘ └──────┬──────┘ └─────┬─────┘
│ │ │ │ │ │ │
└────────────┴─────┬──────┴──────────────┴─────────────┴──────────────┴──────────────┘
│
Skills cross-reference each other:
copywriting ↔ cro ↔ ab-testing
revops ↔ sales-enablement ↔ cold-email
seo-audit ↔ schema ↔ ai-seo
customer-research → copywriting, cro, competitors
See each skill's Related Skills section for the full dependency map.
npx claudepluginhub cscannellnexus/marketingskillsPersistent file-based planning for AI coding agents. Crash-proof markdown plans (task_plan.md, findings.md, progress.md) that survive context loss and /clear, with an opt-in completion gate and multi-agent shared state. Manus-style. Works with Claude Code, Codex CLI, Cursor, Kiro, OpenCode and 60+ agents via the SKILL.md standard. Includes Arabic, German, Spanish, and Chinese (Simplified and Traditional).
Ultra-compressed communication mode. Cuts 65% of output tokens (measured) while keeping full technical accuracy by speaking like a caveman.
Frontend design skill for UI/UX implementation
Memory compression system for Claude Code - persist context across sessions
Marketing skills for AI agents — conversion optimization, copywriting, SEO, paid ads, ad creative, and growth
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Standalone image generation plugin using Nano Banana MCP server. Generates and edits images, icons, diagrams, patterns, and visual assets via Gemini image models. No Gemini CLI dependency required.