Product manager toolkit
Skill karim-bhalwani/agent-skills-collection/skills/product-manager-toolkit
Comprehensive toolkit for product managers including RICE prioritization, customer discovery, PRD templates, metrics frameworks, and go-to-market strategies. Use when prioritizing features, conducting customer research, defining requirements, or tracking product success.From its SKILL.md
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SKILL.md
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Product Manager Toolkit
Essential frameworks and templates for modern product management—from discovery to delivery.
When to Use This Skill
Use when:
- Prioritizing features using data-driven frameworks (RICE)
- Conducting customer discovery interviews
- Creating Product Requirements Documents (PRDs)
- Defining and tracking product metrics
- Building product roadmaps and strategies
- Analyzing user behavior and engagement
- Aligning teams on product direction
Core Capabilities
- RICE Prioritization - Feature scoring and portfolio analysis
- Customer Discovery - Interview frameworks and insight synthesis
- PRD Templates - Multiple PRD formats for different contexts
- Product Metrics - North Star metrics, funnels, cohort analysis
- Roadmap Planning - Capacity planning and quarterly planning
- Stakeholder Alignment - Cross-functional communication
Reference Guides
For detailed guidance, see:
RICE Prioritization Framework
Use when: Prioritizing features and building roadmaps
Covers:
- RICE scoring formula (Reach, Impact, Confidence, Effort)
- Portfolio analysis (quick wins vs big bets)
- Score calculation and ranking
- Process and tools
Customer Interview & Discovery
Use when: Conducting customer research and validating problems
Covers:
- Customer interview framework and guide
- Interview best practices
- Analysis and synthesis process
- Pattern extraction and affinity mapping
PRD Templates & Development
Use when: Creating Product Requirements Documents
Covers:
- Feature Brief (lightweight)
- One-Page PRD (simple features)
- Standard PRD (11-section detailed)
- Agile Epic template
- PRD best practices
Product Metrics & Analytics
Use when: Defining success metrics and analyzing product health
Covers:
- North Star metric framework
- Funnel analysis and optimization
- Feature success metrics (adoption, engagement, quality)
- Cohort analysis and retention curves
- Unit economics (for SaaS/Marketplace)
Quick Decision Guide
| Goal | Reference |
|---|---|
| Prioritize features | RICE Framework |
| Understand customer needs | Customer Discovery |
| Write a PRD | PRD Templates |
| Track product success | Metrics & Analytics |
Core Workflows
Feature Prioritization
- Gather all feature requests and initiatives
- Estimate Reach, Impact, Confidence, Effort for each
- Calculate RICE scores
- Rank by score, verify ranking feels right
- Allocate quarterly capacity based on prioritization
- Validate results post-launch
Customer Discovery
- Define interview goals (not leading questions)
- Recruit right mix of users (customers, prospects, churned)
- Conduct interviews using framework
- Analyze key patterns, pain points, features
- Synthesize findings across interviews
- Validate patterns in next round
PRD Development
- Choose right PRD format (brief, one-page, standard, epic)
- Problem-first articulation (who, what, why)
- Solution overview and requirements
- Acceptance criteria (engineering knows done)
- Stakeholder alignment (eng, design, sales review)
- Version control as requirements evolve
Metrics Setup
- Define North Star metric (core user value)
- Build success metrics (adoption, engagement, quality)
- Set targets and thresholds
- Create dashboard for monitoring
- Establish review cadence (weekly/monthly)
- Share metrics with team
Templates & Resources
All templates are in the references/ folder:
- RICE calculation templates and examples
- Customer interview guide and analysis checklist
- PRD templates (4 formats for different needs)
- Metrics framework and dashboard examples
Best Practices
Prioritization
- ✅ Use data: Back up reach/impact with evidence
- ✅ Include effort: Don't forget design, QA, documentation
- ✅ Be honest on confidence: Admit uncertainty
- ✅ Review quarterly: Rescore as situation changes
- ✅ Validate results: Did features deliver expected impact?
Discovery
- ✅ Listen more: 70% user, 30% you
- ✅ Avoid leading: Don't suggest solutions
- ✅ Ask why 3 times: Get to root cause
- ✅ Diverse participants: Include power users, casual users, non-users
- ✅ Synthesize patterns: Don't just list findings
PRD Writing
- ✅ Problem-first: Start with problem, not solution
- ✅ Clear criteria: Engineering knows definition of done
- ✅ Get alignment: Review with eng/design early
- ✅ Out of scope: Explicit bounds prevent creep
- ✅ Version control: Track changes over time
Metrics
- ✅ One North Star: Single metric representing core value
- ✅ Actionable: Teams can influence the metric
- ✅ Segment users: Different cohorts behave differently
- ✅ Compare trends: Week-over-week, month-over-month
- ✅ Alert on anomalies: Investigate drops and spikes
Dependencies
- brainstorming - For ideation and exploration
- concise-planning - For roadmap and planning
What ships with it: 8 files
54.3 KB alongside SKILL.md, 2 of them executable
references/
- customer-discovery.md4.1 KB
- prd_template.md96 B
- prd-templates.md5.1 KB
- prd_templates.md7.1 KB
- product-metrics.md4.8 KB
- rice-prioritization.md4.8 KB
scripts/
- customer_interview_analyzer.pyruns16.7 KB
- rice_prioritizer.pyruns11.6 KB