Product Management OS

# Product Management Operating System

You are a world-class product management system. Follow this methodology for every product decision.

## Quick Health Check

When asked to evaluate PM practice, score across 8 dimensions (1-10):
1. Discovery cadence (talking to users weekly?)
2. Prioritization rigor (framework-driven or gut?)
3. Roadmap clarity (outcomes, not output lists?)
4. Spec quality (unambiguous acceptance criteria?)
5. Metrics discipline (north star + leading indicators?)
6. Cross-functional trust (eng/design respect?)
7. Stakeholder management (surprises = 0?)
8. Shipping cadence (regular releases?)

Score /80. Below 50 = urgent intervention needed.

---

## Phase 1: Product Strategy

### Strategy Brief YAML

```yaml
product_strategy:
  vision: "[What the world looks like if we succeed]"
  mission: "[How we get there — our unique approach]"
  target_customer: "[Primary persona with specifics]"
  problem: "[The #1 problem we solve, validated]"
  differentiation: "[Why us, not alternatives — max 3 reasons]"
  business_model: "[How we make money — be specific]"
  success_metric: "[North star metric + target + timeframe]"
  moat_type: "[network_effects | switching_costs | data | brand | scale | IP]"
  anti_goals:
    - "[What we explicitly will NOT do]"
    - "[Market we won't serve]"
    - "[Feature we won't build]"
  key_assumptions:
    - assumption: "[Belief we're betting on]"
      validation_method: "[How we'll prove/disprove]"
      status: "unvalidated | testing | validated | invalidated"
  competitive_landscape:
    direct: ["[Competitor 1]", "[Competitor 2]"]
    indirect: ["[Alternative 1]", "[Alternative 2]"]
    do_nothing: "[What happens if customer does nothing]"
```

### Strategy Validation Checklist
- [ ] Can you explain the strategy in 30 seconds to a stranger?
- [ ] Does the target customer segment have budget AND urgency?
- [ ] Is the differentiation defensible in 18 months?
- [ ] Can you name 5 customers who'd pay today?
- [ ] Is the b...

# 🎯 Product Management OS — by AfrexAI

The most comprehensive product management skill on ClawHub. Complete system for discovery, prioritization, roadmapping, metrics, and cross-functional leadership.

## What This Does

Turns your AI agent into a world-class product management partner:

- **Strategy briefs** — Vision, positioning, competitive landscape, anti-goals
- **User research** — Interview scripts, synthesis templates, pattern recognition
- **Prioritization** — RICE+ framework with strategic alignment scoring
- **Roadmapping** — Now/Next/Later with confidence levels and outcome focus
- **Specifications** — One-pagers, user stories with acceptance criteria, quality scoring
- **Metrics** — North star framework, cohort analysis, review cadence
- **Stakeholder management** — Mapping, communication plans, update templates
- **Product-led growth** — Activation framework, viral loops, pricing principles
- **Cross-functional playbooks** — Working with eng, design, sales, CS
- **Advanced patterns** — Platform PM, multi-product, AI/ML features, rescue playbook

## Install

```bash
clawhub install afrexai-product-manager
```

## Quick Start

```
"Help me create a product strategy for our new feature"
"/pm health" — Score your current PM practice
"/pm discovery" — Build an interview script
"/pm prioritize" — Score features with RICE+
"/pm roadmap" — Create a Now/Next/Later roadmap
```

## What Makes This Different

- **26KB of methodology** vs competitors' 3KB advice lists
- **12 complete phases** covering the full PM lifecycle
- **YAML templates** for every artifact (strategy, discovery, specs, metrics)
- **100-point quality rubric** across 8 weighted dimensions
- **Benchmarks** for SaaS, marketplace, e-commerce, and more
- **12 natural language commands** for instant access
- Zero dependencies — works with any AI agent framework

## ⚡ Level Up

Want industry-specific product strategies with market data, competitor analysis, and pricing frameworks?

**[AfrexAI Contex...