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M11Capability Engineby Patrick Moser-Brillowski
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◎265k ★GitHub

Multi-Agent Orchestration

Coordinates multi-agent work with clear owners, work items, evidence, and merge gates.

Agents · Orchestration→
·265k ★GitHub

AI Context Window Audit

Audits Claude Code context overhead and recommends ways to reduce unnecessary loaded content.

Research · Context→
·265k ★GitHub

AI Agent Architecture Audit

Diagnoses agent-system failures across prompts, memory, tools, wrappers, and output delivery.

Research · Agent Architecture→
≡265k ★GitHub

AI Skill Discovery

Searches local and external skill sources for existing matches before a new skill is created.

Knowledge Work · Skill Discovery→
↗51k ★GitHub

Lead Magnet Strategy

Plans lead magnets around audience needs, buyer stage, capture approach, distribution, and measurement.

Marketing · Lead Generation→
↗27k ★GitHub

Ideal Customer Profile

Defines an evidence-based ideal customer profile from research, customer behavior and jobs to be done.

Marketing · Customer Research→
↗27k ★GitHub

Go-to-Market Strategy

Builds a launch plan connecting target segments, channels, messaging, milestones and measurable outcomes.

Marketing · Go-to-Market→
↗27k ★GitHub

Marketing Campaign Ideas

Generates five campaign concepts with audience messages, channel choices and testable engagement hypotheses.

Marketing · Campaigns→
↗27k ★GitHub

Product Growth Loops

Evaluates product-led growth loops and outlines measurable experiments for sharing, collaboration and referrals.

Marketing · Growth→
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Competitor Analysis

Compares competitors using cited evidence and identifies differentiation opportunities and research gaps.

Marketing · Market Research→
↗27k ★GitHub

North Star Metric

Defines one customer-value metric and supporting input metrics with clear measurement assumptions.

Marketing · Measurement→
↗27k ★GitHub

Product Positioning

Develops differentiated product positioning ideas with audience fit, rationale, and supporting messages.

Marketing · Positioning→
·0 ★GitHub

Product Vision

Draft and compare product vision statements grounded in company values and customer needs.

Business · Product Strategy→
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Go-to-Market Motion Selection

Compare seven acquisition approaches and prioritize a practical go-to-market plan.

Business · Go-to-Market→
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Customer Feedback and JTBD Analysis

Synthesize supplied feedback into evidence-backed themes, jobs to be done and improvement priorities.

Business · Customer Research→
·0 ★GitHub

PESTLE Market Environment Analysis

Map external political, economic, social, technological, legal and environmental factors for a business decision.

Business · Product Strategy→
·0 ★GitHub

Customer Journey Mapping

Map customer touchpoints and friction from awareness through advocacy.

Business · Customer Research→
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Ansoff Growth Options

Compare growth options across existing and new products and markets.

Business · Product Strategy→
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Data Analysis Validation

Review methodology, calculations and conclusions before sharing an analysis.

Data & Analytics · Data Analysis→
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Dataset Profiling

Profile a dataset and identify quality issues and useful follow-up analyses.

Data & Analytics · Data Analysis→
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Statistical Analysis Guidance

Choose descriptive statistics and hypothesis tests while making assumptions and uncertainty explicit.

Data & Analytics · Data Analysis→
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Programmatic SEO Planning

Plan useful SEO pages at scale with a data strategy, templates and twelve complete playbooks.

Marketing · SEO→
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Landing Page and Form Conversion Review

Review marketing pages and forms, prioritize friction fixes and design measurable experiments.

Marketing · Conversion Optimization→
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Paywall and Upgrade Planning

Plan transparent in-product upgrade prompts and experiments after users experience value.

Marketing · Conversion Optimization→
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Signup and Registration Review

Review account creation and trial signup friction while preserving necessary security and consent controls.

Marketing · Conversion Optimization→
↗0 ★GitHub

User Onboarding and Activation

Plan the first useful product experience, activation milestones and measurable onboarding experiments.

Marketing · Conversion Optimization→
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Popup and Modal Planning

Design dismissible, accessible conversion overlays with honest offers and measurable frequency rules.

Marketing · Conversion Optimization→
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Lifecycle Email Sequence Planning

Draft a complete lifecycle email sequence with timing, branching, exits and suppression rules.

Marketing · Email Marketing→
↗0 ★GitHub

Marketing Campaign Planning

Build a campaign brief with audience, messages, channel choices, calendar, dependencies and measurement.

Marketing · Campaign Planning→
↗0 ★GitHub

Marketing Content Drafting

Draft channel-specific marketing content using clear structures, evidence and calls to action.

Marketing · Content Marketing→
↗0 ★GitHub

Brand Voice and Content Review

Review drafts against supplied brand guidance and propose specific, prioritized revisions.

Marketing · Brand Strategy→
↗0 ★GitHub

Marketing Performance Reporting

Turn supplied campaign or channel metrics into a traceable report with comparisons and testable recommendations.

Marketing · Marketing Analytics→
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Sales Company Research

Research a company or partner and produce a sourced fit hypothesis and draft outreach approach.

Sales · Company Research→
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Company and Contact Enrichment

Resolve company and contact records with field-level evidence, visible coverage limits and explicit match criteria.

Sales · Sales Intelligence→
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Website Information Architecture

Plan page hierarchy, navigation, stable URL patterns and useful internal links for a website.

Marketing · Website Architecture→
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Content Strategy and Editorial Roadmap

Prioritize content pillars, audience questions and distribution plans using evidence and available resources.

Marketing · Content Strategy→
↗0 ★GitHub

Product Launch Planning

Plan a scoped product or feature launch across preparation, release and post-launch adoption.

Marketing · Launch Strategy→
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Customer Research and Voice of Customer

Analyze customer evidence and plan interviews or surveys to understand needs, language and buying decisions.

Marketing · Customer Research→
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Community Growth and Member Experience

Plan a community around member value, participation and measurable business goals.

Marketing · Community Marketing→
↗0 ★GitHub

Competitor Research Profiles

Build sourced competitor profiles comparing positioning, pricing, product evidence and SEO estimates.

Marketing · Competitive Intelligence→
·0 ★GitHub

Roadmap and Release Communication

Turn approved roadmap and release facts into audience-specific updates, release notes and changelogs.

Product · Roadmaps and Releases→
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Task Packs

Marketing Foundation

Clarify positioning, then turn it into a lead-generation asset.

Marketing Launch

Build an evidence-led marketing plan from ICP and competition through positioning, campaigns, growth and measurement.

Agent Audit Essentials

Diagnose architecture and context, then plan agent-team responsibilities. Memory and cost-runtime reviews are outside this pack.

Conversion and Activation Review

Review the journey from landing page and lead capture through registration, first value and transparent upgrades.

Campaign Content and Brand Review

Plan a campaign, draft its channel content and review the work against actual brand guidance.

Content and Launch Planning

Prioritize an editorial roadmap and plan how to launch and distribute it across suitable channels.

Customer, Market and Community Research

Understand customer needs, compare competitors and plan a community around real member value.

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01 · Category
What the MCP returns at this step
17 · Marketing · Content Marketing

Marketing Content Drafting

Draft channel-specific marketing content using clear structures, evidence and calls to action.

contentcopyblognewsletterlanding-pageinhalte
Anthropic Marketing — Content Creation · Original SKILL.md
---
name: content-creation
description: Draft marketing content across channels — blog posts, social media, email newsletters, landing pages, press releases, and case studies. Use when writing any marketing content, when you need channel-specific formatting, SEO-optimized copy, headline options, or calls to action.
user-invocable: false
---

# Content Creation Skill

Guidelines and frameworks for creating effective marketing content across channels.

## Content Type Templates

### Blog Post Structure
1. **Headline** — clear, benefit-driven, includes primary keyword (aim for 60 characters or less for SEO)
2. **Introduction** (100-150 words) — hook the reader with a question, statistic, bold claim, or relatable scenario. State what the post will cover. Include primary keyword.
3. **Body sections** (3-5 sections) — each with a descriptive subheading (H2). Use H3 for subsections. One core idea per section with supporting evidence, examples, or data.
4. **Conclusion** (75-100 words) — summarize key takeaways, reinforce the main message, include a call to action.
5. **Meta description** — under 160 characters, includes primary keyword, compels the click.

### Social Media Post Structure
- **Hook** — first line grabs attention (question, bold statement, number)
- **Body** — 2-4 concise points or a short narrative
- **CTA** — what should the reader do next (comment, click, share, tag)
- **Hashtags** — 3-5 relevant hashtags (platform-dependent)

### Email Newsletter Structure
- **Subject line** — under 50 characters, creates curiosity or states clear value
- **Preview text** — complements the subject line, does not repeat it
- **Header/hero** — visual anchor and one-line value statement
- **Body sections** — 2-3 content blocks, each scannable with a bold intro sentence
- **Primary CTA** — one clear action per email
- **Footer** — unsubscribe link, company info, social links

### Landing Page Structure
- **Headline** — primary benefit in under 10 words
- **Subheadline** — elaborates on the headline with supporting context
- **Hero section** — headline, subheadline, primary CTA, supporting image or video
- **Value propositions** — 3-4 benefit-driven sections with icons or images
- **Social proof** — testimonials, logos, stats, case study snippets
- **Objection handling** — FAQ or trust signals
- **Final CTA** — repeat the primary call to action

### Press Release Structure
- **Headline** — factual, newsworthy, under 80 characters
- **Subheadline** — optional, adds context
- **Dateline** — city, state, date
- **Lead paragraph** — who, what, when, where, why in 2-3 sentences
- **Body paragraphs** — supporting details, quotes, context
- **Boilerplate** — company description (standardized)
- **Media contact** — name, email, phone

### Case Study Structure
- **Title** — "[Customer] achieves [result] with [product]"
- **Snapshot** — customer name, industry, company size, product used, key result (sidebar or callout box)
- **Challenge** — what problem the customer faced
- **Solution** — what was implemented and how
- **Results** — quantified outcomes with specific metrics
- **Quote** — customer testimonial
- **CTA** — learn more, get a demo, read more case studies

## Writing Best Practices by Channel

### Blog
- Write at an 8th-grade reading level for broad audiences; adjust up for technical audiences
- Use short paragraphs (2-4 sentences)
- Include subheadings every 200-300 words
- Use bullet points and numbered lists to break up text
- Include at least one data point, example, or quote per section
- Write in active voice
- Front-load key information in each section

### Social Media
- **LinkedIn**: professional but human, paragraph breaks for readability, personal stories and lessons perform well, 1,300 characters is the sweet spot before "see more"
- **Twitter/X**: concise and punchy, strong opening words, threads for longer narratives, engage with replies
- **Instagram**: visual-first captions, storytelling hooks, line breaks for readability, hashtags in first comment or at end
- **Facebook**: conversational tone, questions drive comments, shorter posts (under 80 characters) get more engagement for links

### Email
- Write subject lines that create urgency, curiosity, or state clear value
- Personalize where possible (name, company, behavior)
- One primary CTA per email — make it visually distinct
- Keep body copy scannable: bold key phrases, short paragraphs, bullet points
- Test everything: subject lines, send times, CTA copy, layout
- Mobile-first: most email is read on mobile

### Web (Landing Pages, Product Pages)
- Lead with benefits, not features
- Use "you" language — speak to the reader directly
- Minimize jargon unless the audience expects it
- Every section should answer "so what?" from the reader's perspective
- Reduce friction: fewer form fields, clear next steps, trust signals near CTAs

## SEO Fundamentals for Content

### Keyword Strategy
- Identify one primary keyword and 2-3 secondary keywords per piece
- Use the primary keyword in: headline, first paragraph, one subheading, meta description, URL slug
- Use secondary keywords naturally in body copy and subheadings
- Do not keyword-stuff — write for humans first

### On-Page SEO Checklist
- Title tag: under 60 characters, includes primary keyword
- Meta description: under 160 characters, includes primary keyword, compels click
- URL slug: short, descriptive, includes primary keyword
- H1: one per page, matches or closely reflects the title tag
- H2/H3: descriptive, include secondary keywords where natural
- Image alt text: descriptive, includes keyword where relevant
- Internal links: 2-3 links to related content on your site
- External links: 1-2 links to authoritative sources

### Content-SEO Integration
- Aim for comprehensive coverage of the topic (search engines reward depth)
- Answer related questions (check "People Also Ask" for ideas)
- Update and refresh high-performing content regularly
- Structure content for featured snippets: definition paragraphs, numbered lists, tables

## Headline and Hook Formulas

### Headline Formulas
- **How to [achieve result] [without common obstacle]** — "How to Double Your Email Open Rates Without Sending More Emails"
- **[Number] [adjective] ways to [achieve result]** — "7 Proven Ways to Reduce Customer Churn"
- **Why [common belief] is wrong (and what to do instead)** — "Why More Content Is Not the Answer (And What to Do Instead)"
- **The [adjective] guide to [topic]** — "The Complete Guide to B2B Content Marketing"
- **[Do this], not [that]** — "Build a Community, Not Just an Audience"
- **What [impressive result] taught us about [topic]** — "What 10,000 A/B Tests Taught Us About Email Subject Lines"
- **[topic]: what [audience] needs to know in [year]** — "SEO: What Marketers Need to Know in 2025"

### Hook Formulas (Opening Lines)
- **Surprising statistic**: "73% of marketers say their biggest challenge is not budget — it is focus."
- **Contrarian statement**: "The best marketing campaigns start with saying no to most channels."
- **Question**: "When was the last time a marketing email actually changed what you bought?"
- **Scenario**: "Imagine launching a campaign and knowing, before it goes live, which messages will land."
- **Bold claim**: "Most landing pages lose half their visitors in the first three seconds."
- **Story opening**: "Last quarter, our team was spending 20 hours a week on reporting. Here is what we did about it."

## Call-to-Action Best Practices

### CTA Principles
- Use action verbs: "Get", "Start", "Download", "Join", "Try", "See"
- Be specific about what happens next: "Start your free trial" is better than "Submit"
- Create urgency when genuine: "Join 500 teams already using this" or "Limited spots available"
- Reduce risk: "No credit card required", "Cancel anytime", "Free for 14 days"
- One primary CTA per page or email — too many choices reduce conversions

### CTA Examples by Context
- **Blog post**: "Read our complete guide to [topic]" / "Subscribe for weekly insights"
- **Landing page**: "Start free trial" / "Get a demo" / "See pricing"
- **Email**: "Read the full story" / "Claim your spot" / "Reply and tell us"
- **Social media**: "Drop a comment if you agree" / "Save this for later" / "Link in bio"
- **Case study**: "See how [product] can work for your team" / "Talk to our team"

### CTA Placement
- Above the fold on landing pages (do not make users scroll to act)
- After establishing value in emails (not in the first sentence)
- At the end of blog posts (after you have earned the reader's trust)
- In-line within content when contextually relevant (e.g., a related guide mention)
- Repeat the primary CTA at the bottom of long-form pages

When to use

Draft channel-specific marketing content using clear structures, evidence and calls to action.

What you get

Structured drafts, headline options, CTA copy and channel formatting recommendations.

How it works

Choose a suitable format, build an evidence-backed narrative, then review clarity and adaptation to the actual channel.

Requirements

Content type, audience, purpose, approved product facts, brand guidance and supporting evidence.
No mandatory local reference files. User-supplied inputs support a manual planning/drafting workflow. Optional tool connections need separate availability and authorization.

M11 review boundaries

Never fabricate statistics, case-study results, quotes, customers or personal stories to fill a template. The 73% hook, 10,000-test headline and other numeric examples are illustrative, not evidence. LinkedIn 1,300-character preview and Facebook engagement claims are not verified current platform specifications. Google title/meta-description lengths are not fixed 60/160-character limits; truncation depends on display width (https://developers.google.com/search/docs/appearance/title-link ; https://developers.google.com/search/docs/appearance/snippet). Link counts, keyword placement and word counts are heuristics, not ranking guarantees. Use descriptive accessible alt text. No automatic publishing.

Starting prompt

Help me with marketing content drafting for [BUSINESS]. Establish Content type, audience, purpose, approved product facts, brand guidance and supporting evidence. Never fabricate statistics, case-study results, quotes, customers or personal stories to fill a template. The 73% hook, 10,000-test headline and other numeric examples are illustrative, not evidence. LinkedIn 1,300-character preview and Facebook engagement claims are not verified current platform specifications. Google title/meta-description lengths are not fixed 60/160-character limits; truncation depends on display width (https://developers.google.com/search/docs/appearance/title-link ; https://developers.google.com/search/docs/appearance/snippet). Link counts, keyword placement and word counts are heuristics, not ranking guarantees. Use descriptive accessible alt text. No automatic publishing.

Not for

Original research fabrication, SEO ranking guarantees, plagiarism or autonomous posting.

What M11 added

Task routing, complete source/connector provenance, specific factual qualifications and explicit execution boundaries. Never fabricate statistics, case-study results, quotes, customers or personal stories to fill a template. The 73% hook, 10,000-test headline and other numeric examples are illustrative, not evidence. LinkedIn 1,300-character preview and Facebook engagement claims are not verified current platform specifications. Google title/meta-description lengths are not fixed 60/160-character limits; truncation depends on display width (https://developers.google.com/search/docs/appearance/title-link ; https://developers.google.com/search/docs/appearance/snippet). Link counts, keyword placement and word counts are heuristics, not ranking guarantees. Use descriptive accessible alt text. No automatic publishing.

Original authorship remains with anthropics/knowledge-work-plugins · Original source ↗
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Related skills & prerequisites

brand-voice-content-review · next — Review drafted assets against the actual brand guide before publication.

Source SHA-256: 17f0bfd536502a91c760accaa1ae6c0c76c3812973571729664133e282c5dded
Snapshot checked: 2026-09-28T12:02:14.952263+00:00
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