Product Compass Consulting
Full-service AI product management consultancy with 65 specialized skills covering discovery, strategy, execution, research, analytics, go-to-market, marketing, and PM career tools
About
Product Compass Consulting
Full-service AI product management consultancy with 65 specialized skills covering discovery, strategy, execution, research, analytics, go-to-market, marketing, and PM career tools
An Agent Company based on pm-skills — product management skills for discovery, strategy, execution, analytics, go-to-market, and career development
What's Inside
This is an Agent Company package from Paperclip
| Content | Count |
|---|---|
| Agents | 48 |
| Skills | 65 |
Agents
| Agent | Role | Reports To |
|---|---|---|
| Assumption Analyst | Engineer | vp-discovery |
| Battlecard Writer | Engineer | director-gtm |
| Brand Specialist | Engineer | director-marketing |
| Business Model Analyst | Engineer | vp-strategy |
| Career Specialist | Engineer | director-toolkit |
| Competitive Analyst | Engineer | director-market-research |
| Competitive Intel Analyst | Engineer | vp-strategy |
| CEO | Engineer | — |
| Data Generator | Engineer | vp-execution |
| Director of Data Analytics | Engineer | ceo |
| Director of Go-to-Market | Engineer | ceo |
| Director of Market Research | Engineer | ceo |
| Director of Marketing | Engineer | ceo |
| Director of PM Toolkit | Engineer | ceo |
| Editor | Engineer | director-toolkit |
| Experiment Designer | Engineer | vp-discovery |
| Experimentation Analyst | Engineer | director-data-analytics |
| Feature Analyst | Engineer | vp-discovery |
| Growth Strategist | Engineer | director-gtm |
| GTM Strategist | Engineer | director-gtm |
| Ideation Specialist | Engineer | vp-discovery |
| Journey Mapper | Engineer | director-market-research |
| Legal Specialist | Engineer | director-toolkit |
| Market Sizing Analyst | Engineer | director-market-research |
| Marketing Strategist | Engineer | director-marketing |
| Meeting Analyst | Engineer | vp-execution |
| Metrics Designer | Engineer | vp-discovery |
| North Star Analyst | Engineer | director-marketing |
| OKR Specialist | Engineer | vp-execution |
| OST Analyst | Engineer | vp-discovery |
| Persona Specialist | Engineer | director-market-research |
| PRD Writer | Engineer | vp-execution |
| Pricing Strategist | Engineer | vp-strategy |
| Prioritization Specialist | Engineer | vp-execution |
| QA Specialist | Engineer | vp-execution |
| Release Manager | Manager | vp-execution |
| Risk Analyst | Engineer | vp-execution |
| Roadmap Specialist | Engineer | vp-execution |
| Sentiment Analyst | Engineer | director-market-research |
| Sprint Manager | Manager | vp-execution |
| SQL Analyst | Engineer | director-data-analytics |
| Stakeholder Analyst | Engineer | vp-execution |
| Story Writer | Engineer | vp-execution |
| User Researcher | Engineer | vp-discovery |
| Vision Strategist | Engineer | vp-strategy |
| VP of Product Discovery | VP | ceo |
| VP of Product Execution | VP | ceo |
| VP of Product Strategy | VP | ceo |
Skills
| Skill | Description | Source |
|---|---|---|
| ab-test-analysis | Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations | github |
| analyze-feature-requests | Analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk | github |
| ansoff-matrix | Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification | github |
| beachhead-segment | Identify the first beachhead market segment for a product launch. Evaluates segments against burning pain, willingness to pay, winnable market share, and referral potential | github |
| brainstorm-experiments-existing | Design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, and other low-effort validation methods | github |
| brainstorm-experiments-new | Design lean startup experiments (pretotypes) for a new product. Creates XYZ hypotheses and suggests low-effort validation methods like landing pages, explainer videos, and pre-orders | github |
| brainstorm-ideas-existing | Brainstorm product ideas for an existing product using multi-perspective ideation from PM, Designer, and Engineer viewpoints | github |
| brainstorm-ideas-new | Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives | github |
| brainstorm-okrs | Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results | github |
| business-model | Generate a Business Model Canvas with all 9 building blocks | github |
| cohort-analysis | Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights | github |
| competitive-battlecard | Create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature comparison, objection handling, and win/loss patterns | github |
| competitor-analysis | Analyze competitors with strengths, weaknesses, and differentiation opportunities. Identifies direct competitors and maps the competitive landscape | github |
| create-prd | Create a Product Requirements Document using a comprehensive 8-section template covering problem, objectives, segments, value propositions, solution, and release planning | github |
| customer-journey-map | Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities | github |
| draft-nda | Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdiction, and clauses needing legal review | github |
| dummy-dataset | Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script) | github |
| grammar-check | Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text | github |
| growth-loops | Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral | github |
| gtm-motions | Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, Community, Partners, ABM, and PLG | github |
| gtm-strategy | Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline | github |
| ideal-customer-profile | Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs | github |
| identify-assumptions-existing | Identify risky assumptions for a feature idea in an existing product across Value, Usability, Viability, and Feasibility. Uses multi-perspective devil's advocate thinking | github |
| identify-assumptions-new | Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team | github |
| interview-script | Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections. Follows The Mom Test principles — no leading questions, no pitching, focu... | github |
| job-stories | Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' format with detailed acceptance criteria | github |
| lean-canvas | Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue | github |
| market-segments | Identify 3-5 potential customer segments with demographics, JTBD, and product fit analysis | github |
| market-sizing | Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches | github |
| marketing-ideas | Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale | github |
| metrics-dashboard | Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds | github |
| monetization-strategy | Brainstorm 3-5 monetization strategies with audience fit, risks, and validation experiments | github |
| north-star-metric | Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation. Classify the business game (Attention, Transaction, Productivity) and validate against 7 criteria for ... | github |
| opportunity-solution-tree | Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to opportunities, solutions, and experiments. Based on Teresa Torres' Continuous Discovery Habits | github |
| outcome-roadmap | Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites initiatives as outcome statements reflecting user and business impacts | github |
| pestle-analysis | Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environmental factors | github |
| porters-five-forces | Perform Porter's Five Forces analysis — competitive rivalry, supplier power, buyer power, threat of substitutes, and threat of new entrants | github |
| positioning-ideas | Brainstorm product positioning ideas differentiated from competitors. Identifies top competitors and generates positioning statements with rationale | github |
| pre-mortem | Run a pre-mortem risk analysis on a PRD or launch plan. Categorizes risks as Tigers (real problems), Paper Tigers (overblown concerns), and Elephants (unspoken worries), then classifies as launch-b... | github |
| pricing-strategy | Analyze and design pricing strategies including pricing models, competitive pricing analysis, willingness-to-pay estimation, and price elasticity | github |
| prioritization-frameworks | Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more | github |
| prioritize-assumptions | Prioritize assumptions using an Impact × Risk matrix and suggest experiments for each | github |
| prioritize-features | Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations | github |
| privacy-policy | Draft a detailed privacy policy covering data types, jurisdiction, GDPR and compliance considerations, and clauses needing legal review | github |
| product-name | Brainstorm 5 unique, memorable product names with rationale aligned to brand values and target audience | github |
| product-strategy | Create a comprehensive product strategy using the 9-section Product Strategy Canvas — vision, segments, costs, value propositions, trade-offs, metrics, growth, capabilities, and defensibility | github |
| product-vision | Brainstorm an inspiring, achievable, and emotional product vision that motivates teams and aligns stakeholders | github |
| release-notes | Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by category (new features, improvements, fixes) | github |
| retro | Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines | github |
| review-resume | Comprehensive PM resume review and tailoring against 10 best practices including XYZ+S formula, keyword optimization, job-specific tailoring, and structure | github |
| sentiment-analysis | Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights | github |
| sprint-plan | Plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification | github |
| sql-queries | Generate SQL queries from natural language descriptions | github |
| stakeholder-map | Build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a communication plan | github |
| startup-canvas | Generate a Startup Canvas combining Product Strategy (9 sections) and Business Model (costs + revenue) for a new product. An alternative to BMC and Lean Canvas that separates strategy from business... | github |
| summarize-interview | Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items | github |
| summarize-meeting | Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items | github |
| swot-analysis | Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations | github |
| test-scenarios | Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes | github |
| user-personas | Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights | github |
| user-segmentation | Segment users from feedback data based on behavior, JTBD, and needs. Identifies at least 3 distinct user segments | github |
| user-stories | Create user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria | github |
| value-prop-statements | Generate value proposition statements for marketing, sales, and onboarding from existing value propositions | github |
| value-proposition | Design a detailed value proposition using a 6-part JTBD template — Who, Why, What before, How, What after, Alternatives | github |
| wwas | Create product backlog items in Why-What-Acceptance format — independent, valuable, testable items with strategic context | github |
Getting Started
npx paperclipai company import this-github-url-or-folder
See Paperclip for more information.
Exported from Paperclip on 2026-03-23
Blueprint
Agents
-
CEO
Chief Product Officer & CEO
paperclip -
Editor
Editor
grammar-check -
PRD Writer
PRD Writer
create-prd -
OST Analyst
Opportunity Solution Tree Analyst
opportunity-solution-tree -
SQL Analyst
SQL Analyst
sql-queries -
VP of Product Strategy
Vice President of Product Strategy
paperclip -
Director of Go-to-Market
Director of Go-to-Market
paperclip -
Risk Analyst
Risk Analyst
pre-mortem -
Story Writer
Story Writer
user-storiesjob-storieswwas -
VP of Product Discovery
Vice President of Product Discovery
paperclip -
VP of Product Execution
Vice President of Product Execution
paperclip -
QA Specialist
QA Specialist
test-scenarios -
Data Generator
Data Generator
dummy-dataset -
GTM Strategist
GTM Strategist
gtm-strategybeachhead-segmentideal-customer-profile -
Journey Mapper
Journey Mapper
customer-journey-map -
OKR Specialist
OKR Specialist
brainstorm-okrs -
Sprint Manager
Sprint Manager
sprint-planretro -
Feature Analyst
Feature Analyst
analyze-feature-requestsprioritize-features -
Meeting Analyst
Meeting Analyst
summarize-meeting -
Release Manager
Release Manager
release-notes -
User Researcher
User Researcher
interview-scriptsummarize-interview -
Brand Specialist
Brand Specialist
product-name -
Director of PM Toolkit
Director of PM Toolkit
paperclip -
Legal Specialist
Legal Document Specialist
draft-ndaprivacy-policy -
Metrics Designer
Metrics Designer
metrics-dashboard -
Battlecard Writer
Battlecard Writer
competitive-battlecard -
Career Specialist
Career Specialist
review-resume -
Growth Strategist
Growth Strategist
growth-loopsgtm-motions -
Sentiment Analyst
Sentiment Analyst
sentiment-analysis -
Vision Strategist
Vision Strategist
product-strategyproduct-vision -
Assumption Analyst
Assumption Analyst
identify-assumptions-existingidentify-assumptions-newprioritize-assumptions -
Director of Marketing
Director of Marketing & Growth
paperclip -
North Star Analyst
North Star Analyst
north-star-metric -
Persona Specialist
Persona Specialist
user-personasuser-segmentation -
Pricing Strategist
Pricing Strategist
pricing-strategymonetization-strategy -
Roadmap Specialist
Roadmap Specialist
outcome-roadmap -
Competitive Analyst
Competitive Analyst
competitor-analysis -
Experiment Designer
Experiment Designer
brainstorm-experiments-existingbrainstorm-experiments-new -
Ideation Specialist
Ideation Specialist
brainstorm-ideas-existingbrainstorm-ideas-new -
Stakeholder Analyst
Stakeholder Analyst
stakeholder-map -
Marketing Strategist
Marketing Strategist
marketing-ideaspositioning-ideasvalue-prop-statements -
Market Sizing Analyst
Market Sizing Analyst
market-sizingmarket-segments -
Business Model Analyst
Business Model Analyst
lean-canvasbusiness-modelstartup-canvasvalue-proposition -
Director of Data Analytics
Director of Data Analytics
paperclip -
Experimentation Analyst
Experimentation Analyst
ab-test-analysiscohort-analysis -
Director of Market Research
Director of Market Research
paperclip -
Competitive Intel Analyst
Competitive Intelligence Analyst
swot-analysispestle-analysisporters-five-forcesansoff-matrix -
Prioritization Specialist
Prioritization Specialist
prioritization-frameworks
Teams
- PM Toolkit Career support, legal documents, and content editing
- Go-to-Market GTM strategy, growth loops, and competitive battlecards
- Data Analytics SQL analysis, A/B testing, and cohort retention analysis
- Market Research Personas, segmentation, journey mapping, and competitive intelligence
- Marketing & Growth Marketing strategy, positioning, naming, and North Star metrics
- Product Strategy Vision, business models, competitive analysis, and pricing
- Product Discovery Ideation, assumption testing, experiments, and user research
- Product Execution PRDs, OKRs, roadmaps, sprints, stories, and release management
Skills
wwas
Create product backlog items in Why-What-Acceptance format — independent, valuable, testable items with strategic context
retro
Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines
draft-nda
Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdiction, and clauses needing legal review
create-prd
Create a Product Requirements Document using a comprehensive 8-section template covering problem, objectives, segments, value propositions, solution, and release planning
pre-mortem
Run a pre-mortem risk analysis on a PRD or launch plan. Categorizes risks as Tigers (real problems), Paper Tigers (overblown concerns), and Elephants (unspoken worries), then classifies as launch-b...
gtm-motions
Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, Community, Partners, ABM, and PLG
job-stories
Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' format with detailed acceptance criteria
lean-canvas
Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue
sprint-plan
Plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification
sql-queries
Generate SQL queries from natural language descriptions
growth-loops
Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral
gtm-strategy
Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline
product-name
Brainstorm 5 unique, memorable product names with rationale aligned to brand values and target audience
user-stories
Create user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria
ansoff-matrix
Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification
dummy-dataset
Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script)
grammar-check
Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text
market-sizing
Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches
release-notes
Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by category (new features, improvements, fixes)
review-resume
Comprehensive PM resume review and tailoring against 10 best practices including XYZ+S formula, keyword optimization, job-specific tailoring, and structure
swot-analysis
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations
user-personas
Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights
business-model
Generate a Business Model Canvas with all 9 building blocks
privacy-policy
Draft a detailed privacy policy covering data types, jurisdiction, GDPR and compliance considerations, and clauses needing legal review
product-vision
Brainstorm an inspiring, achievable, and emotional product vision that motivates teams and aligns stakeholders
startup-canvas
Generate a Startup Canvas combining Product Strategy (9 sections) and Business Model (costs + revenue) for a new product. An alternative to BMC and Lean Canvas that separates strategy from business...
test-scenarios
Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes
brainstorm-okrs
Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results
cohort-analysis
Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights
market-segments
Identify 3-5 potential customer segments with demographics, JTBD, and product fit analysis
marketing-ideas
Generate 5 creative, cost-effective marketing ideas with channels, messaging, and engagement rationale
outcome-roadmap
Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites initiatives as outcome statements reflecting user and business impacts
pestle-analysis
Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environmental factors
stakeholder-map
Build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a communication plan
ab-test-analysis
Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations
interview-script
Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections. Follows The Mom Test principles — no leading questions, no pitching, focu...
pricing-strategy
Analyze and design pricing strategies including pricing models, competitive pricing analysis, willingness-to-pay estimation, and price elasticity
product-strategy
Create a comprehensive product strategy using the 9-section Product Strategy Canvas — vision, segments, costs, value propositions, trade-offs, metrics, growth, capabilities, and defensibility
beachhead-segment
Identify the first beachhead market segment for a product launch. Evaluates segments against burning pain, willingness to pay, winnable market share, and referral potential
metrics-dashboard
Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds
north-star-metric
Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation. Classify the business game (Attention, Transaction, Productivity) and validate against 7 criteria for ...
positioning-ideas
Brainstorm product positioning ideas differentiated from competitors. Identifies top competitors and generates positioning statements with rationale
summarize-meeting
Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items
user-segmentation
Segment users from feedback data based on behavior, JTBD, and needs. Identifies at least 3 distinct user segments
value-proposition
Design a detailed value proposition using a 6-part JTBD template — Who, Why, What before, How, What after, Alternatives
sentiment-analysis
Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights
competitor-analysis
Analyze competitors with strengths, weaknesses, and differentiation opportunities. Identifies direct competitors and maps the competitive landscape
porters-five-forces
Perform Porter's Five Forces analysis — competitive rivalry, supplier power, buyer power, threat of substitutes, and threat of new entrants
prioritize-features
Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations
summarize-interview
Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items
brainstorm-ideas-new
Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives
customer-journey-map
Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities
monetization-strategy
Brainstorm 3-5 monetization strategies with audience fit, risks, and validation experiments
value-prop-statements
Generate value proposition statements for marketing, sales, and onboarding from existing value propositions
competitive-battlecard
Create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature comparison, objection handling, and win/loss patterns
ideal-customer-profile
Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs
prioritize-assumptions
Prioritize assumptions using an Impact × Risk matrix and suggest experiments for each
analyze-feature-requests
Analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk
identify-assumptions-new
Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team
brainstorm-ideas-existing
Brainstorm product ideas for an existing product using multi-perspective ideation from PM, Designer, and Engineer viewpoints
opportunity-solution-tree
Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to opportunities, solutions, and experiments. Based on Teresa Torres' Continuous Discovery Habits
prioritization-frameworks
Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more
brainstorm-experiments-new
Design lean startup experiments (pretotypes) for a new product. Creates XYZ hypotheses and suggests low-effort validation methods like landing pages, explainer videos, and pre-orders
identify-assumptions-existing
Identify risky assumptions for a feature idea in an existing product across Value, Usability, Viability, and Feasibility. Uses multi-perspective devil's advocate thinking
brainstorm-experiments-existing
Design experiments to test assumptions for an existing product — prototypes, A/B tests, spikes, and other low-effort validation methods
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