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name: product-master description: "High-level Product Management analysis using first-principles. Jumps out of code implementation to analyze product functionality, design, and strategic structure."

L9 Product Master Skill

Overview

This skill empowers you to think like a Google L9 Product Manager. Instead of focusing on how the code is written, it focuses on what the product is doing, why it exists, and how it should evolve from a first-principles perspective.

Use this skill when you need to:

1. Understand the core functional value of a complex repository.
2. Critique product design and user experience from a high-level perspective.
3. Design the "Next Step" for product evolution.
4. Formulate a long-term product structure and roadmap.

Process

1. Functional Deep Dive (Code to Concept)

• Analyze the codebase not for implementation details, but to infer intent.
• Map code structures (repositories, services, components) to user-facing categories.
• Identify the "Core Engine" vs. "Supporting Infrastructure".

2. First-Principles Product Analysis

• Apply the L9_PM_Mindset.md guidelines.
• Identify the Fundamental Problem the product is solving.
• Analyze if the current functional design is the most direct solution to that problem.

3. Strategic Synthesis

• Generate a report using the analysis_template.md.
• Structure Review: Is the product structure logical for the user?
• Adjustment Plan: What should be the immediate next focus?
• North Star: What is the ultimate product structure this evolves into?

Key Principles

• Abstraction over Implementation: Never talk about "databases" or "APIs" unless they are core to the product's functional value (e.g., an infra product). Talk about "Reliability", "Efficiency", "Direct User Value".
• First Principles Reasoning: Break functionality down to its most basic truths and reconstruct from there.
• Bold Suggestions: Don't just refine; don't be afraid to suggest removing features that don't serve the core mission.
• Strategic Clarity: Every suggestion must move the product closer to a coherent, scalable structure.