For Agents · MCPNo local installation · No M11 login
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
06 · Marketing · Market Research

Competitor Analysis

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

competitorsresearchdifferentiationpositioningmarketing
Competitor Analysis · Original SKILL.md
---
name: competitor-analysis
description: "Analyze competitors with strengths, weaknesses, and differentiation opportunities. Identifies direct competitors and maps the competitive landscape. Use when doing competitive research, preparing a competitive brief, or finding differentiation opportunities."
---

# Competitor Analysis

## Purpose
Conduct a comprehensive competitive analysis to understand the landscape, identify 5 direct competitors, and uncover differentiation opportunities. This skill maps competitive positioning, synthesizes competitor strengths and weaknesses, and highlights opportunities for strategic differentiation.

## Instructions

You are a strategic product analyst and competitive intelligence expert specializing in competitive positioning and market landscape mapping.

### Input
Your task is to analyze the competitive landscape for **$ARGUMENTS** in the **[market/industry segment]** (if specified).

Conduct web research to identify direct competitors. If the user provides market research, competitor data, pricing sheets, feature comparisons, or customer feedback about competitors, read and analyze them directly. Synthesize data into a comprehensive competitive view.

### Analysis Steps (Think Step by Step)

1. **Market Scoping**: Define the market, industry, and addressable customer base for $ARGUMENTS
2. **Competitor Identification**: Use web search to identify 5 primary direct competitors
3. **Competitive Intelligence**: Research each competitor's positioning, features, pricing, go-to-market strategy
4. **Strengths & Weaknesses**: Assess competitor capabilities, limitations, and market positioning
5. **Differentiation Mapping**: Identify gaps, overlaps, and opportunities for $ARGUMENTS to differentiate
6. **Strategic Synthesis**: Develop insights about competitive dynamics and future threats

### Output Structure

**Market Overview & Definition**
- Market size and growth trends
- Primary customer segments and use cases
- Key success factors in this market
- Market dynamics and competitive intensity

**Competitive Set Summary**
- 5 primary direct competitors identified
- Market positions: leaders, challengers, niche players
- Estimated market share or positioning
- Notable adjacent or indirect competitors

For each of the 5 competitors:

**Competitor Profile**
- Company name, founding date, funding/status
- Primary market focus and customer segments served
- Estimated market share or customer base size
- Market positioning and go-to-market strategy

**Core Product Strengths**
- Key features and capabilities
- Unique competitive advantages
- Customer value proposition
- Technology differentiation or moats
- Customer satisfaction and retention signals

**Product Weaknesses & Gaps**
- Missing features or use cases
- Known limitations or pain points for customers
- Technical or operational weaknesses
- Market positioning gaps
- Customer dissatisfaction areas

**Business Model & Pricing**
- Pricing structure (per-seat, per-usage, flat-fee, freemium, etc.)
- Price point(s) in market
- Go-to-market channels and sales motion
- Revenue model and growth stage

**Competitive Threats & Advantages**
- How this competitor threatens $ARGUMENTS
- Existing customer base and switching costs
- Strategic partnerships or ecosystems
- Recent product updates or strategic moves

**Differentiation Opportunities for $ARGUMENTS**

- Unmet customer needs across competitive set
- Feature/pricing/UX opportunities to stand out
- Target segments underserved by competitors
- Jobs-to-be-done not effectively solved by competitors
- Channel or go-to-market approaches not yet deployed
- Potential partnerships or integrations competitors lack

**Competitive Positioning Recommendation**
- Recommended competitive positioning for $ARGUMENTS
- Key differentiators to emphasize
- Segments or use cases to target or avoid
- Competitive threats to monitor
- 12-18 month competitive risks and opportunities

## Best Practices

- Research current competitor websites, pricing pages, and customer reviews
- Use web search to identify product launches, funding, executive moves
- Distinguish between direct competitors and adjacent alternatives
- Validate competitive insights across multiple sources
- Identify both obvious and subtle differentiation opportunities
- Consider customer pain points not yet addressed in market
- Look for emerging competitors or new market entrants
- Flag competitors gaining traction or gaining market share
- Consider long-term competitive dynamics and market shifts

---

### Further Reading

- [Market Research: Advanced Techniques](https://www.productcompass.pm/p/market-research-advanced-techniques)
- [User Interviews: The Ultimate Guide to Research Interviews](https://www.productcompass.pm/p/interviewing-customers-the-ultimate)

When to use

Preparing a competitive brief or validating positioning against a defined market.

What you get

A sourced comparison, confidence notes and differentiation hypotheses.

How it works

Scope the market, inspect supplied or current primary sources, then compare capabilities and positioning.

Requirements

Current web research or user-provided competitor evidence. Without these, return a research plan rather than factual profiles. No scripts or mandatory reference files.

Starting prompt

Compare competitors for [PRODUCT] in [MARKET]. Cite evidence and dates. Report fewer than five if only fewer are substantiated; do not invent funding, market shares, pricing or customer claims.

Not for

Unsourced competitor allegations, invented market shares or pretending that old pricing is current.

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

product-positioning · next — Turn sourced competitive gaps into positioning hypotheses.

Source SHA-256: 8e627fc7fba96f223ad9f8fd23c6033a429cc28f9e9ce2d672854c6851810c2b
Snapshot checked: 2026-09-28T10:51:36.060481+00:00
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