Manage — Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for fea
Manage — Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for fea
# Create sample data file
python scripts/rice_prioritizer.py sample
# Run prioritization with team capacity
python scripts/rice_prioritizer.py sample_features.csv --capacity 15
Map to opportunity areas using Opportunity Solution Tree
Prioritize opportunities by frequency and severity
Step 6: Validate Solutions
Before building:
Create solution hypotheses (see references/frameworks.md)
Test with low-fidelity prototypes
Measure actual behavior vs stated preference
Iterate based on feedback
Document learnings for future research
PRD Development Process
Scope → Draft → Review → Refine → Approve → Track
Step 1: Choose Template
Select from references/prd_templates.md:
Template
Use Case
Timeline
Standard PRD
Complex features, cross-team
6-8 weeks
One-Page PRD
Simple features, single team
2-4 weeks
Feature Brief
Exploration phase
1 week
Agile Epic
Sprint-based delivery
Ongoing
Step 2: Draft Content
Lead with problem statement
Define success metrics upfront
Explicitly state out-of-scope items
Include wireframes or mockups
Step 3: Review Cycle
Engineering: feasibility and effort
Design: user experience gaps
Sales: market validation
Support: operational impact
Step 4: Refine Based on Feedback
Address technical constraints
Adjust scope to fit timeline
Document trade-off decisions
Step 5: Approval and Kickoff
Stakeholder sign-off
Sprint planning integration
Communication to broader team
Step 6: Track Execution
After launch:
Compare actual metrics vs targets
Conduct user feedback sessions
Document what worked and what didn't
Update estimation accuracy data
Share learnings with team
Tools Reference
RICE Prioritizer
Advanced RICE framework implementation with portfolio analysis.
Features:
RICE score calculation with configurable weights
Portfolio balance analysis (quick wins vs big bets)
Quarterly roadmap generation based on capacity
Multiple output formats (text, JSON, CSV)
CSV Input Format:
name,reach,impact,confidence,effort,description
User Dashboard Redesign,5000,high,high,l,Complete redesign
Mobile Push Notifications,10000,massive,medium,m,Add push support
Dark Mode,8000,medium,high,s,Dark theme option
Commands:
# Create sample data
python scripts/rice_prioritizer.py sample
# Run with default capacity (10 person-months)
python scripts/rice_prioritizer.py features.csv
# Custom capacity
python scripts/rice_prioritizer.py features.csv --capacity 20
# JSON output for integration
python scripts/rice_prioritizer.py features.csv --output json
# CSV output for spreadsheets
python scripts/rice_prioritizer.py features.csv --output csv
Customer Interview Analyzer
NLP-based interview analysis for extracting actionable insights.
Manage — Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for fea
When to Use
Use this skill when the task requires product manager toolkit capabilities.
What If Fails
If this skill fails to produce the expected output: (1) verify input completeness, (2) retry with more specific context, (3) fall back to the parent workflow without this skill.
