mouadja02 Product Strategist
Strategic toolkit for Head of Product to drive vision, alignment, and organizational excellence.
Core Capabilities
| Capability | Description | Tool |
|---|---|---|
| OKR Cascade | Generate aligned OKRs from company to team level | okr_cascade_generator.py |
| Alignment Scoring | Measure vertical and horizontal alignment | Built into generator |
| Strategy Templates | 5 pre-built strategy types | Growth, Retention, Revenue, Innovation, Operational |
| Team Configuration | Customize for your org structure | --teams flag |
Quick Start
# Growth strategy with default teams
python scripts/okr_cascade_generator.py growth
# Retention strategy with custom teams
python scripts/okr_cascade_generator.py retention --teams "Engineering,Design,Data"
# Revenue strategy with 40% product contribution
python scripts/okr_cascade_generator.py revenue --contribution 0.4
# Export as JSON for integration
python scripts/okr_cascade_generator.py growth --json > okrs.json
Workflow: Quarterly Strategic Planning
Step 1: Define Strategic Focus
| Strategy | When to Use |
|---|---|
| Growth | Scaling user base, market expansion |
| Retention | Reducing churn, improving LTV |
| Revenue | Increasing ARPU, new monetization |
| Innovation | Market differentiation, new capabilities |
| Operational | Improving efficiency, scaling operations |
See references/strategy_types.md for detailed guidance.
Step 2: Gather Input Metrics
{
"current": 100000, // Current MAU
"target": 150000, // Target MAU
"current_nps": 40, // Current NPS
"target_nps": 60 // Target NPS
}
Step 3: Configure Teams & Run Generator
# Default teams
python scripts/okr_cascade_generator.py growth
# Custom org structure with contribution percentage
python scripts/okr_cascade_generator.py growth \
--teams "Core,Platform,Mobile,AI" \
--contribution 0.3
Step 4: Review Alignment Scores
| Score | Target | Action if Below |
|---|---|---|
| Vertical Alignment | >90% | Ensure all objectives link to parent |
| Horizontal Alignment | >75% | Check for team coordination gaps |
| Coverage | >80% | Validate all company OKRs are addressed |
| Balance | >80% | Redistribute if one team is overloaded |
| Overall | >80% | <60% needs restructuring |
Step 5: Refine, Validate, and Export
Before finalizing:
- Review generated objectives with stakeholders
- Adjust team assignments based on capacity
- Validate contribution percentages are realistic
- Ensure no conflicting objectives across teams
- Set up tracking cadence (bi-weekly check-ins)
# Export JSON for tools like Lattice, Ally, Workboard
python scripts/okr_cascade_generator.py growth --json > q1_okrs.json
OKR Cascade Generator
Usage
python scripts/okr_cascade_generator.py [strategy] [options]
Strategies: growth | retention | revenue | innovation | operational
Configuration Options
| Option | Description | Default |
|---|---|---|
--teams, -t |
Comma-separated team names | Growth,Platform,Mobile,Data |
--contribution, -c |
Product contribution to company OKRs (0-1) | 0.3 (30%) |
--json, -j |
Output as JSON instead of dashboard | False |
--metrics, -m |
Metrics as JSON string | Sample metrics |
Output Examples
Dashboard Output (growth strategy)
============================================================
OKR CASCADE DASHBOARD
Quarter: Q1 2025 | Strategy: GROWTH
Teams: Growth, Platform, Mobile, Data | Product Contribution: 30%
============================================================
🏢 COMPANY OKRS
📌 CO-1: Accelerate user acquisition and market expansion
└─ CO-1-KR1: Increase MAU from 100,000 to 150,000
└─ CO-1-KR2: Achieve 50% MoM growth rate
└─ CO-1-KR3: Expand to 3 new markets
📌 CO-2: Achieve product-market fit in new segments
📌 CO-3: Build sustainable growth engine
🚀 PRODUCT OKRS
📌 PO-1: Build viral product features and market expansion
↳ Supports: CO-1
└─ PO-1-KR1: Increase product MAU to 45,000
└─ PO-1-KR2: Achieve 45% feature adoption rate
👥 TEAM OKRS
Growth Team:
📌 GRO-1: Build viral product features through acquisition and activation
└─ GRO-1-KR1: Increase product MAU to 11,250
└─ GRO-1-KR2: Achieve 11.25% feature adoption rate
🎯 ALIGNMENT SCORES
✓ Vertical Alignment: 100.0%
! Horizontal Alignment: 75.0%
✓ Coverage: 100.0% | ✓ Balance: 97.5% | ✓ Overall: 94.0%
✅ Overall alignment is GOOD (≥80%)
JSON Output (retention --json, truncated)
{
"quarter": "Q1 2025",
"strategy": "retention",
"company": {
"objectives": [
{
"id": "CO-1",
"title": "Create lasting customer value and loyalty",
"key_results": [
{ "id": "CO-1-KR1", "title": "Improve retention from 70% to 85%", "current": 70, "target": 85 }
]
}
]
},
"product": { "contribution": 0.3, "objectives": ["..."] },
"teams": ["..."],
"alignment_scores": {
"vertical_alignment": 100.0, "horizontal_alignment": 75.0,
"coverage": 100.0, "balance": 97.5, "overall": 94.0
}
}
See references/examples/sample_growth_okrs.json for a complete example.
Reference Documents
| Document | Description |
|---|---|
references/okr_framework.md |
OKR methodology, writing guidelines, alignment scoring |
references/strategy_types.md |
Detailed breakdown of all 5 strategy types with examples |
references/examples/sample_growth_okrs.json |
Complete sample output for growth strategy |
Best Practices
OKR Cascade
- Limit to 3-5 objectives per level, each with 3-5 key results
- Key results must be measurable with current and target values
- Validate parent-child relationships before finalizing
Alignment Scoring
- Target >80% overall alignment; investigate any score below 60%
- Balance scores ensure no team is overloaded
- Horizontal alignment prevents conflicting goals across teams
Team Configuration
- Configure teams to match your actual org structure
- Adjust contribution percentages based on team size
- Platform/Infrastructure teams often support all objectives
- Specialized teams (ML, Data) may only support relevant objectives