Product Team Skills Suite Architecture

Product Team Skills Suite Architecture

Overview

A comprehensive suite of 5 interconnected skills designed for modern product teams, enabling data-driven decisions, user-centered design, and agile delivery.

1. product-strategist (Head of Product)

Purpose

Strategic product leadership, vision setting, and organizational alignment

Core Components

Scripts

• market_analyzer.py - Competitive analysis and market sizing
• okr_generator.py - OKR framework and cascade builder
• roadmap_visualizer.py - Strategic roadmap generation
• metric_dashboard.py - North star and KPI tracking
• stakeholder_mapper.py - Influence/interest matrix builder

References

• strategy_frameworks.md - SWOT, Porter's Five Forces, Blue Ocean
• vision_templates.md - Product vision and mission statements
• metric_library.md - Industry-standard KPIs by vertical
• go_to_market_playbook.md - GTM strategies and launch plans
• team_scaling_guide.md - Hiring, structure, and culture

Assets

• Product vision canvas templates
• Executive presentation templates
• Strategic planning worksheets
• Quarterly business review decks
• Board reporting templates

Key Workflows

1. Vision to Execution

   • Market opportunity assessment
   • Vision and strategy definition
   • OKR cascade creation
   • Roadmap development
   • Success metrics definition

2. Stakeholder Management

   • Executive alignment sessions
   • Board preparation and reporting
   • Cross-functional planning
   • Customer advisory boards

3. Team Leadership

   • Product org design
   • Talent development plans
   • Performance frameworks
   • Culture building

2. agile-product-owner (Senior Product Owner)

Purpose

Backlog excellence, sprint execution, and delivery optimization

Core Components

Scripts

• user_story_generator.py - INVEST-compliant story creation
• acceptance_criteria_builder.py - BDD/Gherkin syntax generator
• sprint_velocity_tracker.py - Velocity and capacity planning
• dependency_mapper.py - Cross-team dependency visualization
• backlog_health_analyzer.py - Backlog quality metrics

References

• scrum_ceremonies.md - Meeting templates and facilitation
• story_patterns.md - Common user story templates
• estimation_techniques.md - Story points, t-shirt sizing
• definition_of_done.md - DoD templates by product type
• release_planning.md - Release strategies and rollout plans

Assets

• Sprint planning templates
• Retrospective formats
• Story mapping boards
• Release notes templates
• Stakeholder update emails

Key Workflows

1. Backlog Management

   • Epic breakdown
   • Story writing and refinement
   • Prioritization frameworks (WSJF, RICE)
   • Dependency management
   • Technical debt tracking

2. Sprint Execution

   • Sprint planning facilitation
   • Daily standup optimization
   • Sprint review preparation
   • Retrospective facilitation
   • Impediment resolution

3. Stakeholder Communication

   • Sprint demos
   • Release communications
   • Progress reporting
   • Risk escalation

3. product-manager-toolkit (Senior Product Manager)

Purpose

Feature development, market fit, and customer success

Core Components

Scripts

• feature_prioritization_matrix.py - RICE, ICE, Value vs Effort
• customer_interview_analyzer.py - Interview synthesis and insights
• competitor_feature_tracker.py - Feature gap analysis
• pricing_calculator.py - Pricing models and sensitivity
• launch_checklist_generator.py - Go-to-market readiness

References

• discovery_techniques.md - Customer development methods
• experimentation_framework.md - A/B testing and MVPs
• product_analytics.md - Funnel, cohort, retention analysis
• messaging_framework.md - Positioning and value props
• partnership_playbook.md - Integration and partnership strategies

Assets

• PRD templates
• Business case templates
• Feature announcement templates
• Customer interview guides
• Competitive battlecards

Key Workflows

1. Discovery & Validation

   • Problem validation
   • Solution ideation
   • Prototype testing
   • Market sizing
   • Business case development

2. Feature Development

   • Requirements gathering
   • PRD creation
   • Design partnership
   • Engineering collaboration
   • QA planning

3. Launch & Growth

   • Beta program management
   • Launch planning
   • Feature adoption tracking
   • Customer feedback loops
   • Iteration planning

4. ux-researcher-designer (Senior UX Designer and Researcher)

Purpose

User understanding, experience design, and usability optimization

Core Components

Scripts

• persona_generator.py - Data-driven persona creation
• journey_map_builder.py - Customer journey visualization
• usability_test_analyzer.py - Test results and insights
• survey_designer.py - Research survey generation
• heuristic_evaluator.py - Nielsen heuristics assessment
• accessibility_checker.py - WCAG compliance validation

References

• research_methods.md - Qual and quant research techniques
• interview_protocols.md - User interview best practices
• information_architecture.md - IA principles and patterns
• interaction_patterns.md - Common UX patterns library
• cognitive_biases.md - Design psychology principles
• accessibility_standards.md - WCAG, ARIA guidelines

Assets

• Research plan templates
• Interview script templates
• Usability test protocols
• Journey map templates
• Persona templates
• Research repository structure

Key Workflows

1. Research Planning

   • Research question definition
   • Method selection
   • Participant recruitment
   • Study design
   • Ethics and consent

2. Data Collection & Synthesis

   • Interview conducting
   • Observation and note-taking
   • Affinity mapping
   • Insight generation
   • Recommendation development

3. Design Process

   • Information architecture
   • User flow creation
   • Wireframing
   • Prototyping
   • Usability testing
   • Iteration cycles

5. ui-design-system (Senior UI Designer)

Purpose

Visual excellence, design systems, and developer handoff

Core Components

Scripts

• color_palette_generator.py - Accessible color system creation
• typography_scale_builder.py - Type system generator
• spacing_system_calculator.py - 8pt grid system
• component_documenter.py - Component library documentation
• design_token_exporter.py - Design tokens for development
• responsive_breakpoint_calculator.py - Breakpoint optimization

References

• design_principles.md - Visual design fundamentals
• design_system_architecture.md - Atomic design methodology
• animation_guidelines.md - Motion design principles
• brand_application.md - Brand to UI translation
• platform_guidelines.md - iOS, Android, Web standards
• handoff_checklist.md - Developer collaboration

Assets

• Component library templates
• Icon libraries
• Illustration systems
• Design token templates
• Responsive grid systems
• Annotation templates

Key Workflows

1. Design System Development

   • Foundation definition (color, type, spacing)
   • Component design
   • Pattern documentation
   • Token management
   • Version control

2. Visual Design Process

   • Mood boards and style tiles
   • High-fidelity mockups
   • Responsive design
   • Interaction design
   • Micro-interactions
   • Asset production

3. Collaboration & Handoff

   • Design review facilitation
   • Developer pairing
   • QA collaboration
   • Design debt tracking
   • Documentation maintenance

Integration Points Between Skills

Cross-Functional Workflows

graph LR
    PS[Product Strategist] --> PM[Product Manager]
    PM --> PO[Product Owner]
    PM <--> UX[UX Researcher/Designer]
    UX <--> UI[UI Designer]
    UI --> PO
    PO --> PS

Shared Resources

1. Customer Insights Pool

   • Shared between PM, UX, and Product Strategist
   • Centralized research repository
   • Unified persona definitions

2. Design Language System

   • Shared between UX and UI
   • Consistent component library
   • Unified interaction patterns

3. Product Metrics Framework

   • Shared across all roles
   • Consistent KPI definitions
   • Unified analytics approach

4. Roadmap Alignment

   • Cascades from Strategist → PM → PO
   • Feedback loops from PO → PM → Strategist
   • Design input from UX/UI → PM

Handoff Points

1. Strategy → Execution

   • Vision (Strategist) → Requirements (PM)
   • Requirements (PM) → Stories (PO)
   • Stories (PO) → Designs (UX/UI)

2. Research → Design

   • User Research (UX) → Feature Definition (PM)
   • Wireframes (UX) → Visual Design (UI)
   • Prototypes (UI) → Development (via PO)

3. Feedback Loops

   • Analytics → All roles
   • Customer feedback → UX → PM → Strategist
   • Sprint outcomes → PO → PM → Strategist

Implementation Approach

Phase 1: Foundation (Week 1-2)

1. Deploy product-manager-toolkit (most central role)
2. Establish shared resources and templates
3. Create team charter and RACI matrix

Phase 2: Design Integration (Week 3-4)

1. Deploy ux-researcher-designer
2. Deploy ui-design-system
3. Establish design-dev handoff process

Phase 3: Execution Layer (Week 5-6)

1. Deploy agile-product-owner
2. Integrate with existing Jira/development tools
3. Optimize sprint ceremonies

Phase 4: Strategic Layer (Week 7-8)

1. Deploy product-strategist
2. Align OKRs and roadmaps
3. Establish governance model

Success Metrics

Efficiency Metrics

• Requirements clarity: +40% improvement
• Design-dev handoff time: -50% reduction
• Sprint velocity: +25% increase
• Research-to-insight time: -60% reduction

Quality Metrics

• User satisfaction (NPS): +20 points
• Feature adoption rate: +35%
• Design consistency score: 95%+
• Defect escape rate: -40%

Business Metrics

• Time to market: -30%
• Feature success rate: +45%
• Customer retention: +15%
• Team productivity: +35%

Tool Integration Requirements

Essential Integrations

• Product Management: Jira, ProductBoard, Amplitude
• Design: Figma, Sketch, Adobe XD
• Research: Dovetail, Miro, UserTesting
• Analytics: Mixpanel, Google Analytics, Hotjar
• Collaboration: Slack, Confluence, Notion

API Connections Needed

• Jira REST API for backlog management
• Figma API for design system sync
• Analytics APIs for metrics dashboards
• Slack webhooks for notifications

Training & Adoption Plan

Week 1: Kickoff

• All-hands skills overview
• Role-specific training sessions
• Skill champion assignment

Week 2-4: Pilot

• One squad pilots all skills
• Daily check-ins and feedback
• Rapid iteration on scripts/templates

Week 5-8: Rollout

• Gradual team-by-team adoption
• Weekly skill clinics
• Success story sharing

Ongoing: Optimization

• Monthly skill retrospectives
• Quarterly skill updates
• Annual skill assessment

ROI Projections

Year 1 Impact

• Time Savings: 200 hours/month across team
• Quality Improvement: 40% fewer revisions
• Speed to Market: 6 weeks faster average
• Revenue Impact: $2M from improved features
• Cost Avoidance: $500K in prevented rework

Investment Required

• Setup Time: 80 hours total
• Training Time: 40 hours total
• Maintenance: 10 hours/month
• Tool Costs: Existing stack sufficient

Payback Period: 2 months

Next Steps

1. Prioritize First Skill

   • Recommend starting with product-manager-toolkit
   • Most central to all workflows
   • Highest immediate impact

2. Gather Existing Resources

   • Current templates and processes
   • Tool access and credentials
   • Team feedback on pain points

3. Customize for Your Context

   • Industry-specific adjustments
   • Company culture alignment
   • Tool stack integration

4. Create Pilot Program

   • Select pilot team/squad
   • Define success criteria
   • Set 4-week trial period