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.
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.
zh_description
用于产品、管理、工具包，支持产品研究、策略、界面和交付协作。
version
1.0.0
author
seaworld008
source
in-house
source_url
tags
["design", "manager", "product", "toolkit"]
created_at
2026-03-04
updated_at
2026-03-20
quality
5
complexity
intermediate
Product Manager Toolkit
Essential tools and frameworks for modern product management, from discovery to delivery.
# 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.
============================================================
RICE PRIORITIZATION RESULTS
============================================================
📊 TOP PRIORITIZED FEATURES
1. Onboarding Flow
RICE Score: 16000.0
Reach: 20000 | Impact: massive | Confidence: high | Effort: s
2. Search Improvements
RICE Score: 4800.0
Reach: 15000 | Impact: high | Confidence: high | Effort: m
3. Social Login
RICE Score: 3072.0
Reach: 12000 | Impact: high | Confidence: medium | Effort: m
4. Push Notifications
RICE Score: 3840.0
Reach: 10000 | Impact: massive | Confidence: medium | Effort: m
5. Dark Mode
RICE Score: 2133.33
Reach: 8000 | Impact: medium | Confidence: high | Effort: s
📈 PORTFOLIO ANALYSIS
Total Features: 5
Total Effort: 19 person-months
Total Reach: 65,000 users
Average RICE Score: 5969.07
🎯 Quick Wins: 2 features
• Onboarding Flow (RICE: 16000.0)
• Dark Mode (RICE: 2133.33)
🚀 Big Bets: 0 features
📅 SUGGESTED ROADMAP
Q1 - Capacity: 11/15 person-months
• Onboarding Flow (RICE: 16000.0)
• Search Improvements (RICE: 4800.0)
• Dark Mode (RICE: 2133.33)
Q2 - Capacity: 10/15 person-months
• Push Notifications (RICE: 3840.0)
• Social Login (RICE: 3072.0)
Customer Interview Analyzer Example
Input (interview.txt):
Customer: Jane, Enterprise PM at TechCorp
Date: 2024-01-15
Interviewer: What's the hardest part of your current workflow?
Jane: The biggest frustration is the lack of real-time collaboration.
When I'm working on a PRD, I have to constantly ping my team on Slack
to get updates. It's really frustrating to wait for responses,
especially when we're on a tight deadline.
I've tried using Google Docs for collaboration, but it doesn't
integrate with our roadmap tools. I'd pay extra for something that
just worked seamlessly.
Interviewer: How often does this happen?
Jane: Literally every day. I probably waste 30 minutes just on
back-and-forth messages. It's my biggest pain point right now.
============================================================
CUSTOMER INTERVIEW ANALYSIS
============================================================
📋 INTERVIEW METADATA
Segments found: 1
Lines analyzed: 15
😟 PAIN POINTS (3 found)
1. [HIGH] Lack of real-time collaboration
"I have to constantly ping my team on Slack to get updates"
2. [MEDIUM] Tool integration gaps
"Google Docs...doesn't integrate with our roadmap tools"
3. [HIGH] Time wasted on communication
"waste 30 minutes just on back-and-forth messages"
💡 FEATURE REQUESTS (2 found)
1. Real-time collaboration - Priority: High
2. Seamless tool integration - Priority: Medium
🎯 JOBS TO BE DONE
When working on PRDs with tight deadlines
I want real-time visibility into team updates
So I can avoid wasted time on status checks
📊 SENTIMENT ANALYSIS
Overall: Negative (pain-focused interview)
Key emotions: Frustration, Time pressure
💬 KEY QUOTES
• "It's really frustrating to wait for responses"
• "I'd pay extra for something that just worked seamlessly"
• "It's my biggest pain point right now"
🏷️ THEMES
- Collaboration friction
- Tool fragmentation
- Time efficiency
