afrexai-product-manager
Complete product management system — discovery, prioritization, roadmapping, metrics, and cross-functional leadership. Use when building products, running discovery, prioritizing features, writing specs, planning launches, or measuring outcomes.
Best for Product teamsWorks with GitHubLow risk
⌘source
- author
@LeoYeAI- language
- Python
★2kstars
306forks
May 6, 2026
✦overview.md
Key Features
- ·Strategy brief YAML template
- ·8-dimension health check with scoring
- ·Framework for product discovery
- ·Prioritization methodology
- ·Spec writing guidance
- ·Metrics and outcome tracking
Use Cases
- →Evaluating current product management practices and scoring maturity
- →Defining product strategy with a structured brief
- →Running discovery sessions to validate problems
- →Prioritizing features using a framework
- →Writing specs with clear acceptance criteria
Best for
- ✓Product teams
- ✓CPOs
- ✓Product operations
Not ideal for
- !Individual contributors without product scope
FAQs
name
Product Management OS
description
Complete product management system — discovery, prioritization, roadmapping, metrics, and cross-functional leadership. Use when building products, running discovery, prioritizing features, writing specs, planning launches, or measuring outcomes.
metadata:{"clawdbot":{"emoji":"🎯","os":["linux","darwin","win32"]}}
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):
- Discovery cadence (talking to users weekly?)
- Prioritization rigor (framework-driven or gut?)
- Roadmap clarity (outcomes, not output lists?)
- Spec quality (unambiguous acceptance criteria?)
- Metrics discipline (north star + leading indicators?)
- Cross-functional trust (eng/design respect?)
- Stakeholder management (surprises = 0?)
- Shipping cadence (regular releases?)
Score /80. Below 50 = urgent intervention needed.
Phase 1: Product Strategy
Strategy Brief 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]"
$install
1-click copynpx skills add LeoYeAI/openclaw-master-skills --skill afrexai-product-managerSafety assessment
★
Clarity score
How clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
3/ 5
goodMostly clear, but there are still a few confusing or poorly structured parts.
◎
Actionability score
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
2/ 5
lowSome hints are present, but an agent still has to guess many steps.