product-manager-toolkit
Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.
npx skills add anbeime/skill --skill product-manager-toolkit --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Product Manager Toolkit Essential tools and frameworks for modern product management, from discovery to delivery. ## Quick Start ### For Feature Prioritization ```bash python scripts/rice_prioritizer.py sample # Create sample CSV python scripts/rice_prioritizer.py sample_features.csv --capacity 15 ``` ### For Interview Analysis ```bash python scripts/customer_interview_analyzer.py interview_transcript.txt ``` ### For PRD Creation 1. Choose template from `references/prd_templates.md` 2. Fill in sections based on discovery work 3. Review with stakeholders 4. Version control in your PM tool ## Core Workflows ### Feature Prioritization Process 1. **Gather Feature Requests** - Customer feedback - Sales requests - Technical debt - Strategic initiatives 2. **Score with RICE** ```bash # Create CSV with: name,reach,impact,confidence,effort python scripts/rice_prioritizer.py features.csv ``` - **Reach**: Users affected per quarter - **Impact**: massive/high/medium/low/minimal - **Confidence**: high/medium/low - **Effort**: xl/l/m/s/xs (person-months) 3. **Analyze Portfolio** - Review quick wins vs big bets - Check effort distribution - Validate against strategy 4. **Generate Roadmap** - Qu
- Quick Start
- For Feature Prioritization
- For Interview Analysis
- For PRD Creation
- Core Workflows
- Feature Prioritization Process
- Customer Discovery Process
- PRD Development Process
- Key Scripts
- riceprioritizer.py
- customerinterviewanalyzer.py
- Reference Documents
- prdtemplates.md
- Prioritization Frameworks
python scripts/rice_prioritizer.py sample # Create sample CSV python scripts/rice_prioritizer.py sample_features.csv --capacity 15 python scripts/customer_interview_analyzer.py interview_transcript.txt python scripts/rice_prioritizer.py features.csv python scripts/customer_interview_analyzer.py transcript.txt Basic prioritization With custom team capacity (person-months per quarter) python scripts/rice_prioritizer.py features.csv --capacity 20 Output as JSON for integration python scripts/rice_prioritizer.py features.csv --output json
What does the product-manager-toolkit skill do?
Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.
How do I install it?
Run `npx skills add anbeime/skill --skill product-manager-toolkit --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From anbeime/skill, a repository with 4,714 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.