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M11Capability Engineby Patrick Moser-Brillowski
Curated AI capabilities

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Useful AI skills from strong open sources, cleaned up for discovery, task fit and direct use.

All skills

◎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→
↗27k ★GitHub

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→
·0 ★GitHub

Go-to-Market Motion Selection

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

Business · Go-to-Market→
·0 ★GitHub

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→
·0 ★GitHub

Ansoff Growth Options

Compare growth options across existing and new products and markets.

Business · Product Strategy→
·0 ★GitHub

Data Analysis Validation

Review methodology, calculations and conclusions before sharing an analysis.

Data & Analytics · Data Analysis→
·0 ★GitHub

Dataset Profiling

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

Data & Analytics · Data Analysis→
·0 ★GitHub

Statistical Analysis Guidance

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

Data & Analytics · Data Analysis→
↗0 ★GitHub

Programmatic SEO Planning

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

Marketing · SEO→
↗0 ★GitHub

Landing Page and Form Conversion Review

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

Marketing · Conversion Optimization→
↗0 ★GitHub

Paywall and Upgrade Planning

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

Marketing · Conversion Optimization→
↗0 ★GitHub

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→
↗0 ★GitHub

Popup and Modal Planning

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

Marketing · Conversion Optimization→
↗0 ★GitHub

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→
◇0 ★GitHub

Sales Company Research

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

Sales · Company Research→
◇0 ★GitHub

Company and Contact Enrichment

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

Sales · Sales Intelligence→
↗0 ★GitHub

Website Information Architecture

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

Marketing · Website Architecture→
For Agents · Remote MCP

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For Agents · MCP

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SEO, Sales, Agents or another broad area → one bundle call → work.

MCP endpoint: https://skills.m11.ch/mcp

Read-only access to published skills. Default 8, maximum 10 skills / 120,000 characters.

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.

Choose an area

01 · Category
What the MCP returns at this step
03 · Marketing · Go-to-Market

Go-to-Market Strategy

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

gtmlaunchchannelsmessagingmarketing
Go-to-Market Strategy · Original SKILL.md
---
name: gtm-strategy
description: "Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline. Use when planning a product launch, creating a GTM plan from scratch, or defining a launch strategy for a new market."
---
# GTM Strategy

## Overview
Create a comprehensive go-to-market strategy for a product launch. This skill covers marketing channels, messaging development, success metrics definition, and launch planning.

## When to Use
- Planning a product launch
- Creating a GTM plan from scratch
- Defining a launch strategy for a new market
- Developing product-to-market fit strategy
- Preparing a product go-live roadmap

## How It Works

### Step 1: Gather Research Data
The system will help you load and analyze early research about your product and target market. Provide:
- Product description and key features
- Target market segment details
- Market research or validation data
- Competitive landscape information
- Any available customer interviews or survey data

### Step 2: Define Marketing Channels
Evaluate which channels best reach your target audience:
- Digital marketing channels (paid search, social media, display)
- Content and inbound channels (blog, SEO, thought leadership)
- Sales and outbound channels (direct outreach, partnerships)
- Community and grassroots channels
- Product-led and viral channels

### Step 3: Develop Messaging
Create audience-specific messaging that resonates:
- Core value proposition for target segment
- Key differentiators and competitive advantages
- Pain point validation and solution mapping
- Proof points and social proof strategies
- Channel-specific messaging variations

### Step 4: Define Success Metrics
Establish measurable KPIs to track launch success:
- Awareness metrics (impressions, reach, brand recall)
- Engagement metrics (CTR, cost per engagement, time on site)
- Conversion metrics (signups, demos requested, trials started)
- Revenue metrics (MRR, customer acquisition cost, lifetime value)
- Market metrics (market share, segment penetration)

### Step 5: Create Launch Plan
Build a phased launch timeline:
- Pre-launch preparation (messaging, channels, timeline)
- Launch day activities and announcements
- Post-launch momentum (content, partnerships, communities)
- Measurement and optimization cadence
- Success criteria and go/no-go decision points

## Input Format
Use $ARGUMENTS to pass:
- Product name and description
- Target market segment
- Research data or file path
- Launch timeline and constraints
- Budget or resource limitations

## Output
A structured GTM strategy document including:
- Recommended marketing channels with justification
- Channel-specific messaging and positioning
- Launch timeline with key milestones
- KPI targets and measurement framework
- Risk mitigation strategies
- 90-day execution roadmap

## Framework
This skill applies Product Compass GTM strategy methodology, focusing on market selection, channel fit, and message-market fit for sustainable product growth.

## Tips
- Start with your most confident customer segment
- Validate assumptions through customer interviews before full launch
- Focus on a few channels excellently rather than many channels poorly
- Establish baseline metrics before launch to measure impact
- Plan for feedback loops and optimization

---

### Further Reading

- [5 GTM Principles You Should Know as a PM](https://www.productcompass.pm/p/5-gtm-principles-with-frameworks-templates)
- [OpenAI’s Product Leader Shares 3-Layer Distribution Framework To Win Mind & Market Share in the AI World](https://www.productcompass.pm/p/distribution-framework-ai-products)
- [Product-Led Growth 101, Part 1/2](https://www.productcompass.pm/p/product-led-growth-101-12)
- [How to Design a Value Proposition Customers Can't Resist?](https://www.productcompass.pm/p/how-to-design-value-proposition-template)
- [How to Achieve Product-Market Fit? Part I: Market and Value Proposition](https://www.productcompass.pm/p/how-to-achieve-the-product-market)

When to use

Preparing a launch or entering a new market with explicit resources and constraints.

What you get

Channel choices, audience messages, a launch roadmap and a measurement plan.

How it works

Use customer and competitor evidence to select channels, define hypotheses and sequence launch milestones.

Requirements

Product context, audience evidence, timeline and resource constraints. No scripts or mandatory reference files.

Starting prompt

Plan a go-to-market strategy for [PRODUCT]. Ask for audience, evidence, budget and timing; distinguish targets from forecasts. Produce a plan without launching campaigns or spending money.

Not for

Launching campaigns, sending outreach or claiming unverified acquisition costs and revenue forecasts.

What M11 added

M11 added task routing, evidence requirements, explicit scope boundaries and curated pack/relationship placement around the unchanged original skill.

Original authorship remains with phuryn/pm-skills · Original source ↗
Original license & copyright
MIT License

Copyright (c) 2026 Pawel Huryn

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

Related skills & prerequisites

marketing-campaign-ideas · next — Translate the launch strategy into concrete campaign experiments.

north-star-metric · together — Connect launch activity to customer value and supporting metrics.

Source SHA-256: fcc7c24dda6b4fec94d1d847e0ba2b42cff38b5ec6215bb1749a65d8b885f91e
Snapshot checked: 2026-09-28T10:51:36.060481+00:00
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