AI_Commercialization--Product-Management-skills

Category Language

This file defines the category language this project wants to own.

The goal is not to invent jargon. The goal is to make a few sharp terms reusable until they become the default way to describe this category.

Canonical Terms

PM AI Skill Toolkit

Use when referring to the full public-facing system:

Do not reduce it to “prompt library”.

PM Operating System

Use when referring to the deeper layer:

This term means a working system, not a folder of content.

This is the category term. Lead with it when defining what this project is.

Agent-native PM Workflow

Use when the workflow is designed for:

This term is stronger than “prompt template”.

Commercialization Review Framework

Use when the task is to judge:

This term implies decision-making, not idea generation.

Pricing Packaging Brief

Use when the task is to clarify:

This term should replace vague phrases like “help me set a price”.

Benchmark Terms

Routing Benchmark

Measures whether an agent chose the right command or skill.

Output Benchmark

Measures whether the output matches professional PM standards.

PM Agent Benchmark

The umbrella term for routing, output, and domain-specific evaluation.

Terms To Avoid

These phrases shrink the project back into the old category.

Language Rule

When writing README copy, launch posts, benchmark summaries, or directory descriptions:

  1. lead with PM Operating System as the category term
  2. name PM AI Skill Toolkit as the product
  3. use benchmark and workflow terms only after the main frame is clear

If the audience remembers only one phrase, it should be one of the canonical terms above.