157 lines
3.7 KiB
Markdown
157 lines
3.7 KiB
Markdown
# product-manager-toolkit reference
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## Input/Output Examples
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### RICE Prioritizer Example
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**Input (features.csv):**
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```csv
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name,reach,impact,confidence,effort
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Onboarding Flow,20000,massive,high,s
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Search Improvements,15000,high,high,m
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Social Login,12000,high,medium,m
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Push Notifications,10000,massive,medium,m
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Dark Mode,8000,medium,high,s
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```
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**Command:**
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```bash
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python scripts/rice_prioritizer.py features.csv --capacity 15
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```
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**Output:**
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```
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============================================================
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RICE PRIORITIZATION RESULTS
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============================================================
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📊 TOP PRIORITIZED FEATURES
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1. Onboarding Flow
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RICE Score: 16000.0
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Reach: 20000 | Impact: massive | Confidence: high | Effort: s
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2. Search Improvements
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RICE Score: 4800.0
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Reach: 15000 | Impact: high | Confidence: high | Effort: m
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3. Social Login
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RICE Score: 3072.0
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Reach: 12000 | Impact: high | Confidence: medium | Effort: m
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4. Push Notifications
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RICE Score: 3840.0
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Reach: 10000 | Impact: massive | Confidence: medium | Effort: m
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5. Dark Mode
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RICE Score: 2133.33
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Reach: 8000 | Impact: medium | Confidence: high | Effort: s
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📈 PORTFOLIO ANALYSIS
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Total Features: 5
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Total Effort: 19 person-months
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Total Reach: 65,000 users
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Average RICE Score: 5969.07
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🎯 Quick Wins: 2 features
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• Onboarding Flow (RICE: 16000.0)
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• Dark Mode (RICE: 2133.33)
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🚀 Big Bets: 0 features
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📅 SUGGESTED ROADMAP
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Q1 - Capacity: 11/15 person-months
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• Onboarding Flow (RICE: 16000.0)
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• Search Improvements (RICE: 4800.0)
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• Dark Mode (RICE: 2133.33)
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Q2 - Capacity: 10/15 person-months
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• Push Notifications (RICE: 3840.0)
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• Social Login (RICE: 3072.0)
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```
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---
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### Customer Interview Analyzer Example
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**Input (interview.txt):**
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```
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Customer: Jane, Enterprise PM at TechCorp
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Date: 2024-01-15
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Interviewer: What's the hardest part of your current workflow?
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Jane: The biggest frustration is the lack of real-time collaboration.
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When I'm working on a PRD, I have to constantly ping my team on Slack
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to get updates. It's really frustrating to wait for responses,
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especially when we're on a tight deadline.
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I've tried using Google Docs for collaboration, but it doesn't
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integrate with our roadmap tools. I'd pay extra for something that
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just worked seamlessly.
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Interviewer: How often does this happen?
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Jane: Literally every day. I probably waste 30 minutes just on
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back-and-forth messages. It's my biggest pain point right now.
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```
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**Command:**
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```bash
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python scripts/customer_interview_analyzer.py interview.txt
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```
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**Output:**
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```
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============================================================
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CUSTOMER INTERVIEW ANALYSIS
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============================================================
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📋 INTERVIEW METADATA
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Segments found: 1
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Lines analyzed: 15
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😟 PAIN POINTS (3 found)
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1. [HIGH] Lack of real-time collaboration
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"I have to constantly ping my team on Slack to get updates"
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2. [MEDIUM] Tool integration gaps
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"Google Docs...doesn't integrate with our roadmap tools"
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3. [HIGH] Time wasted on communication
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"waste 30 minutes just on back-and-forth messages"
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💡 FEATURE REQUESTS (2 found)
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1. Real-time collaboration - Priority: High
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2. Seamless tool integration - Priority: Medium
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🎯 JOBS TO BE DONE
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When working on PRDs with tight deadlines
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I want real-time visibility into team updates
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So I can avoid wasted time on status checks
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📊 SENTIMENT ANALYSIS
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Overall: Negative (pain-focused interview)
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Key emotions: Frustration, Time pressure
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💬 KEY QUOTES
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• "It's really frustrating to wait for responses"
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• "I'd pay extra for something that just worked seamlessly"
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• "It's my biggest pain point right now"
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🏷️ THEMES
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- Collaboration friction
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- Tool fragmentation
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- Time efficiency
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```
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---
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