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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.

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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→
↗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→
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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.

Choose an area

01 · Category
What the MCP returns at this step
06 · Business · Product Strategy

Ansoff Growth Options

Compare growth options across existing and new products and markets.

strategygrowthmarketsansoffwachstumsstrategie
Ansoff Growth Strategy Matrix · Original SKILL.md
---
name: ansoff-matrix
description: "Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification. Use when considering growth options, planning market expansion, or evaluating strategic growth paths."
---
# Ansoff Matrix

## Metadata
- **Name**: ansoff-matrix
- **Description**: Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification.
- **Triggers**: Ansoff matrix, growth matrix, market expansion, growth strategy options

## Instructions

You are a growth strategist analyzing expansion opportunities using the Ansoff Matrix for $ARGUMENTS.

Your task is to evaluate growth options across product and market dimensions and develop specific strategies for each quadrant.

## Input Requirements
- Current product(s) and market definition
- Current market penetration and performance
- Customer insights and market opportunities
- Company capabilities and constraints
- Growth targets and timelines
- Competitive dynamics

## Ansoff Matrix Framework

### 2x2 Matrix: Products vs. Markets

|  | Current Market | New Market |
|---|---|---|
| **Current Product** | Market Penetration | Market Development |
| **New Product** | Product Development | Diversification |

---

### 1. Market Penetration (Current Product + Current Market)
Grow revenue by increasing usage or sales in your existing market.

**Strategies:**
- Increase frequency of product usage
- Expand use cases within existing customer base
- Acquire competitors' customers
- Reduce churn and improve retention
- Upsell and cross-sell existing customers
- Lower prices to capture price-sensitive segments
- Increase marketing and brand awareness
- Improve customer experience to drive referrals

**Examples:**
- Netflix adding games to increase engagement
- Starbucks encouraging multiple visits per week
- Adobe expanding Adobe Creative Cloud subscriptions

**Risk Level:** Low (familiar market, product, capabilities)

**Typical Timeline:** 6-12 months

---

### 2. Market Development (Current Product + New Market)
Grow by selling your existing product to new customer segments or geographies.

**Strategies:**
- Expand into new geographies or regions
- Target new customer segments or personas
- Sell through new channels or partnerships
- Adapt product for new use cases
- Partner with complementary companies
- Localize product for new markets
- Build brand awareness in new markets

**Examples:**
- Facebook expanding internationally
- Uber moving into new cities and countries
- Slack selling to non-tech industries

**Risk Level:** Medium (new market dynamics, but proven product)

**Typical Timeline:** 12-24 months

---

### 3. Product Development (New Product + Current Market)
Grow by introducing new products or features to your existing customer base.

**Strategies:**
- Add new features to existing product
- Create adjacent product lines
- Bundle products for greater value
- Develop premium/lite versions
- Integrate adjacent capabilities
- Create complementary products
- Upgrade product experience or performance

**Examples:**
- Spotify adding podcasts
- Amazon Prime expanding services (video, music, grocery)
- Figma adding prototyping and FigJam

**Risk Level:** Medium (existing customers but new product)

**Typical Timeline:** 12-18 months

---

### 4. Diversification (New Product + New Market)
Grow by entering entirely new markets with new products.

**Strategies:**
- Related diversification: leveraging existing competencies
- Unrelated diversification: entering new domains
- Acquire companies in new markets/products
- Strategic partnerships or joint ventures
- Build new business units
- Apply capabilities to adjacent problems

**Examples:**
- Amazon expanding from books to cloud services (AWS)
- Apple expanding from computers to phones, wearables, services
- Microsoft moving from software to cloud (Azure) and gaming (Xbox)

**Risk Level:** High (new market, new product, new capabilities)

**Typical Timeline:** 24+ months, requires significant investment

---

## Output Process
1. Define current market and product clearly
2. Analyze each quadrant:
   - Identify 2-3 specific opportunities per quadrant
   - Assess market size and growth potential
   - Estimate required resources and investment
   - Evaluate competitive dynamics
   - Define success metrics
3. Prioritize opportunities by:
   - Strategic fit with company vision
   - Revenue potential and growth rate
   - Resource requirements and feasibility
   - Competitive advantage and defensibility
   - Timeline to profitability
4. Develop go-to-market strategy for top 2-3 opportunities
5. Create phased roadmap and milestones
6. Identify risks and mitigation plans
7. Define success metrics and leading indicators

## Strategic Questions
- Which quadrant offers the best risk-reward profile?
- Where do our capabilities give us competitive advantage?
- Which opportunities align best with our vision and values?
- What partnerships or acquisitions would accelerate growth?
- How does each option impact our brand and positioning?

## Notes
- Market penetration is lowest risk; diversification is highest risk
- Most companies should excel in one quadrant before expanding
- Avoid spreading too thin across all four quadrants simultaneously
- Consider sequential strategy: penetration first, then market development
- Reassess Ansoff Matrix annually or when market conditions shift

---

### Further Reading

- [The Product Management Frameworks Compendium + Templates](https://www.productcompass.pm/p/the-product-frameworks-compendium)

When to use

Compare growth options across existing and new products and markets.

What you get

Four-quadrant opportunity map, prioritized options and an assumption-based roadmap.

How it works

Define product and market boundaries, map options, compare feasibility and identify validation milestones.

Requirements

Explicit product and market boundaries, capabilities, evidence and resource constraints.
Source timelines and risk labels are illustrations, not forecasts. Classify examples using your product boundaries; a new offering can be product development rather than penetration. Estimate returns only from stated evidence.
Optional further reading is not bundled.

Starting prompt

Help me with ansoff growth options for [BUSINESS]. First ask for missing context: Explicit product and market boundaries, capabilities, evidence and resource constraints. Source timelines and risk labels are illustrations, not forecasts. Classify examples using your product boundaries; a new offering can be product development rather than penetration. Estimate returns only from stated evidence.

Not for

Investment approval, guaranteed growth, company valuations or fixed delivery forecasts.

What M11 added

Task routing, explicit input requirements, evidence boundaries and source-preserving packaging. Source timelines and risk labels are illustrations, not forecasts. Classify examples using your product boundaries; a new offering can be product development rather than penetration. Estimate returns only from stated evidence.

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.
Source SHA-256: 2f2ffa5bc380d8df5d217334ef7b9f19941beaa2602fd2e7ac4f321f447a4153
Snapshot checked: 2026-09-27T20:00:00.000Z
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