Add custom Claude Code upgrades and restore all skills

Added 16 custom skills: - ralph (RalphLoop autonomous agent) - brainstorming (with Ralph integration) - dispatching-parallel-agents - autonomous-loop - multi-ai-brainstorm - cognitive-context, cognitive-core, cognitive-planner, cognitive-safety - tool-discovery-agent - ui-ux-pro-max (full design system) - wordpress-ai - agent-pipeline-builder - dev-browser - planning-with-files - playwright-skill Also organized remaining skills that were at root level into skills/ folder. Total: 272 skills from skills.sh + 16 custom upgrades Co-Authored-By: Claude <noreply@anthropic.com>
2026-01-23 18:10:15 +00:00
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+---
+name: product-manager-toolkit
+description: 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.
+---
+
+# 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**
+   - Quarterly capacity planning
+   - Dependency mapping
+   - Stakeholder alignment
+
+### Customer Discovery Process
+
+1. **Conduct Interviews**
+   - Use semi-structured format
+   - Focus on problems, not solutions
+   - Record with permission
+
+2. **Analyze Insights**
+   ```bash
+   python scripts/customer_interview_analyzer.py transcript.txt
+   ```
+   Extracts:
+   - Pain points with severity
+   - Feature requests with priority
+   - Jobs to be done
+   - Sentiment analysis
+   - Key themes and quotes
+
+3. **Synthesize Findings**
+   - Group similar pain points
+   - Identify patterns across interviews
+   - Map to opportunity areas
+
+4. **Validate Solutions**
+   - Create solution hypotheses
+   - Test with prototypes
+   - Measure actual vs expected behavior
+
+### PRD Development Process
+
+1. **Choose Template**
+   - **Standard PRD**: Complex features (6-8 weeks)
+   - **One-Page PRD**: Simple features (2-4 weeks)
+   - **Feature Brief**: Exploration phase (1 week)
+   - **Agile Epic**: Sprint-based delivery
+
+2. **Structure Content**
+   - Problem → Solution → Success Metrics
+   - Always include out-of-scope
+   - Clear acceptance criteria
+
+3. **Collaborate**
+   - Engineering for feasibility
+   - Design for experience
+   - Sales for market validation
+   - Support for operational impact
+
+## Key Scripts
+
+### rice_prioritizer.py
+Advanced RICE framework implementation with portfolio analysis.
+
+**Features**:
+- RICE score calculation
+- Portfolio balance analysis (quick wins vs big bets)
+- Quarterly roadmap generation
+- Team capacity planning
+- Multiple output formats (text/json/csv)
+
+**Usage Examples**:
+```bash
+# Basic prioritization
+python scripts/rice_prioritizer.py features.csv
+
+# 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
+```
+
+### customer_interview_analyzer.py
+NLP-based interview analysis for extracting actionable insights.
+
+**Capabilities**:
+- Pain point extraction with severity assessment
+- Feature request identification and classification
+- Jobs-to-be-done pattern recognition
+- Sentiment analysis
+- Theme extraction
+- Competitor mentions
+- Key quotes identification
+
+**Usage Examples**:
+```bash
+# Analyze single interview
+python scripts/customer_interview_analyzer.py interview.txt
+
+# Output as JSON for aggregation
+python scripts/customer_interview_analyzer.py interview.txt json
+```
+
+## Reference Documents
+
+### prd_templates.md
+Multiple PRD formats for different contexts:
+
+1. **Standard PRD Template**
+   - Comprehensive 11-section format
+   - Best for major features
+   - Includes technical specs
+
+2. **One-Page PRD**
+   - Concise format for quick alignment
+   - Focus on problem/solution/metrics
+   - Good for smaller features
+
+3. **Agile Epic Template**
+   - Sprint-based delivery
+   - User story mapping
+   - Acceptance criteria focus
+
+4. **Feature Brief**
+   - Lightweight exploration
+   - Hypothesis-driven
+   - Pre-PRD phase
+
+## Prioritization Frameworks
+
+### RICE Framework
+```
+Score = (Reach × Impact × Confidence) / Effort
+
+Reach: # of users/quarter
+Impact: 
+  - Massive = 3x
+  - High = 2x
+  - Medium = 1x
+  - Low = 0.5x
+  - Minimal = 0.25x
+Confidence:
+  - High = 100%
+  - Medium = 80%
+  - Low = 50%
+Effort: Person-months
+```
+
+### Value vs Effort Matrix
+```
+         Low Effort    High Effort
+         
+High     QUICK WINS    BIG BETS
+Value    [Prioritize]   [Strategic]
+         
+Low      FILL-INS      TIME SINKS
+Value    [Maybe]       [Avoid]
+```
+
+### MoSCoW Method
+- **Must Have**: Critical for launch
+- **Should Have**: Important but not critical
+- **Could Have**: Nice to have
+- **Won't Have**: Out of scope
+
+## Discovery Frameworks
+
+### Customer Interview Guide
+```
+1. Context Questions (5 min)
+   - Role and responsibilities
+   - Current workflow
+   - Tools used
+
+2. Problem Exploration (15 min)
+   - Pain points
+   - Frequency and impact
+   - Current workarounds
+
+3. Solution Validation (10 min)
+   - Reaction to concepts
+   - Value perception
+   - Willingness to pay
+
+4. Wrap-up (5 min)
+   - Other thoughts
+   - Referrals
+   - Follow-up permission
+```
+
+### Hypothesis Template
+```
+We believe that [building this feature]
+For [these users]
+Will [achieve this outcome]
+We'll know we're right when [metric]
+```
+
+### Opportunity Solution Tree
+```
+Outcome
+├── Opportunity 1
+│   ├── Solution A
+│   └── Solution B
+└── Opportunity 2
+    ├── Solution C
+    └── Solution D
+```
+
+## Metrics & Analytics
+
+### North Star Metric Framework
+1. **Identify Core Value**: What's the #1 value to users?
+2. **Make it Measurable**: Quantifiable and trackable
+3. **Ensure It's Actionable**: Teams can influence it
+4. **Check Leading Indicator**: Predicts business success
+
+### Funnel Analysis Template
+```
+Acquisition → Activation → Retention → Revenue → Referral
+
+Key Metrics:
+- Conversion rate at each step
+- Drop-off points
+- Time between steps
+- Cohort variations
+```
+
+### Feature Success Metrics
+- **Adoption**: % of users using feature
+- **Frequency**: Usage per user per time period
+- **Depth**: % of feature capability used
+- **Retention**: Continued usage over time
+- **Satisfaction**: NPS/CSAT for feature
+
+## Best Practices
+
+### Writing Great PRDs
+1. Start with the problem, not solution
+2. Include clear success metrics upfront
+3. Explicitly state what's out of scope
+4. Use visuals (wireframes, flows)
+5. Keep technical details in appendix
+6. Version control changes
+
+### Effective Prioritization
+1. Mix quick wins with strategic bets
+2. Consider opportunity cost
+3. Account for dependencies
+4. Buffer for unexpected work (20%)
+5. Revisit quarterly
+6. Communicate decisions clearly
+
+### Customer Discovery Tips
+1. Ask "why" 5 times
+2. Focus on past behavior, not future intentions
+3. Avoid leading questions
+4. Interview in their environment
+5. Look for emotional reactions
+6. Validate with data
+
+### Stakeholder Management
+1. Identify RACI for decisions
+2. Regular async updates
+3. Demo over documentation
+4. Address concerns early
+5. Celebrate wins publicly
+6. Learn from failures openly
+
+## Common Pitfalls to Avoid
+
+1. **Solution-First Thinking**: Jumping to features before understanding problems
+2. **Analysis Paralysis**: Over-researching without shipping
+3. **Feature Factory**: Shipping features without measuring impact
+4. **Ignoring Technical Debt**: Not allocating time for platform health
+5. **Stakeholder Surprise**: Not communicating early and often
+6. **Metric Theater**: Optimizing vanity metrics over real value
+
+## Integration Points
+
+This toolkit integrates with:
+- **Analytics**: Amplitude, Mixpanel, Google Analytics
+- **Roadmapping**: ProductBoard, Aha!, Roadmunk
+- **Design**: Figma, Sketch, Miro
+- **Development**: Jira, Linear, GitHub
+- **Research**: Dovetail, UserVoice, Pendo
+- **Communication**: Slack, Notion, Confluence
+
+## Quick Commands Cheat Sheet
+
+```bash
+# Prioritization
+python scripts/rice_prioritizer.py features.csv --capacity 15
+
+# Interview Analysis
+python scripts/customer_interview_analyzer.py interview.txt
+
+# Create sample data
+python scripts/rice_prioritizer.py sample
+
+# JSON outputs for integration
+python scripts/rice_prioritizer.py features.csv --output json
+python scripts/customer_interview_analyzer.py interview.txt json
+```