product-sense-coach

Guide product managers through five structured conversations to produce a Product Clarity Map.

Updated Mar 12, 2026
One-click install
npx skills add https://github.com/viliawang-pm/ai-engineering-toolkit --skill product-sense-coach
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: product-sense-coach
Source: https://github.com/viliawang-pm/ai-engineering-toolkit/tree/main/skills/product-sense-coach
Command: npx skills add https://github.com/viliawang-pm/ai-engineering-toolkit --skill product-sense-coach

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Product Sense Coach acts as a thinking partner for product managers, helping them articulate observations, sharpen problem definitions, and validate ideas through structured dialogue, turning intuition into actionable plans.

Core Features & Use Cases

  • Guided five-conversation workflow: Origin Story, Opportunity Space, The First 100 Users, The Movie Scene, and The Landscape, to surface insights and shape a cohesive strategy.
  • Synthesis outputs: a Product Clarity Map with a Five-Dimension View (Problem, Opportunity, Path to Users, Experience, Landscape) and concrete next steps.
  • Scenario planning and fast validation: co-create usage scenarios and rapid tests to validate assumptions.

Quick Start

Share your product idea and ask the coach to guide you through the five conversations to build the clarity map.

Frequently Asked Questions about product-sense-coach

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate a product idea and turn intuition into an actionable plan?

To validate a product idea, you can use a guided thinking partnership to articulate observations and sharpen problem definitions through structured dialogue, producing a Product Clarity Map and concrete next steps.

What is a Product Clarity Map and how does it help with product management?

A Product Clarity Map is a synthesis output featuring a Five-Dimension View covering Problem, Opportunity, Path to Users, Experience, and Landscape to shape a cohesive product strategy and actionable next actions.

How do I frame product problems and plan scenarios for my target users?

You can frame product problems and plan scenarios by navigating a five-conversation workflow covering Origin Story, Opportunity Space, The First 100 Users, The Movie Scene, and The Landscape to surface insights.

Can I use this to co-think and generate a one-sentence pitch for my product vision?

Yes, you can co-think to crystallize your product vision, applying the structured workflow across ideation and market context to output a concise one-sentence pitch and actionable next actions.

What's the best way to structure product conversations for idea validation?

The best way to structure product conversations is using a guided five-conversation workflow that coordinates problem framing and scenario planning to generate a Five-Dimension clarity assessment.