product-manager-toolkit
npx machina-cli add skill karim-bhalwani/agent-skills-collection/product-manager-toolkit --openclawProduct 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
Source
git clone https://github.com/karim-bhalwani/agent-skills-collection/blob/main/skills/product-manager-toolkit/SKILL.mdView on GitHub Overview
A comprehensive collection of frameworks and templates for modern product management, from discovery to delivery. It covers RICE prioritization, customer discovery, PRD templates, metrics, and roadmapping to help prioritize features, validate problems, and track success.
How This Skill Works
This toolkit aggregates core capabilities: RICE prioritization, customer discovery interviews, PRD templates, and product metrics frameworks. Use the reference guides to apply scoring, run interviews, compose PRDs, and monitor North Star metrics, funnels, and retention to drive aligned product delivery.
When to Use It
- Prioritizing features using data-driven RICE scoring
- Conducting customer discovery interviews to validate problems
- Creating Product Requirements Documents (PRDs)
- Defining and tracking product metrics (North Star, funnels, cohorts)
- Building roadmaps and aligning stakeholders across teams
Quick Start
- Step 1: Gather feature requests, customer feedback, and business goals
- Step 2: Compute RICE scores for all candidates and rank them
- Step 3: Draft a PRD and outline the metrics and roadmap to guide delivery
Best Practices
- Start with a clear problem statement before scoring
- Use explicit RICE inputs and document assumptions
- Balance interviews with a diverse user mix for discovery
- Match PRD format to context (lightweight to standard)
- Align cross-functional stakeholders early and review metrics weekly
Example Use Cases
- Prioritize a feature backlog with RICE to shape quarterly roadmap
- Run customer discovery interviews to uncover pain points and validate problems
- Produce a Standard PRD for a new onboarding feature
- Define a North Star metric and set up funnel analysis to monitor adoption
- Develop a quarterly roadmap and align engineering, design, and sales around it