prioritize-assumptions

Prioritize product assumptions using an Impact × Risk matrix and suggest experiments.

25.0k|2.7k|Updated Mar 1, 2026
One-click install
npx skills add https://github.com/phuryn/pm-skills --skill prioritize-assumptions-phuryn
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prioritize-assumptions
Source: https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-assumptions
Command: npx skills add https://github.com/phuryn/pm-skills --skill prioritize-assumptions-phuryn

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps product teams efficiently triage and prioritize a list of assumptions by evaluating their potential impact against the associated risks, ensuring focus on the most critical areas.

Core Features & Use Cases

  • Assumption Triage: Evaluate assumptions based on impact and risk dimensions.
  • Experiment Design: Suggest targeted experiments to test high-impact, high-risk assumptions.
  • Prioritization Matrix: Categorize assumptions into actionable groups (Defer, Implement, Reject, Test).
  • Use Case: When you have a backlog of unvalidated product assumptions, use this Skill to determine which ones are most crucial to test first to de-risk your product strategy.

Quick Start

Use the prioritize-assumptions skill to triage the following assumptions: [list of assumptions].

Frequently Asked Questions about prioritize-assumptions

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

FAQPage Schema
How do I prioritize product assumptions for validation?

Prioritize product assumptions for validation by evaluating their impact and risk to categorize items into actionable groups like Defer, Implement, Reject, or Test. This approach targets high-impact, high-risk items first to de-risk strategy.

What is the Impact x Risk matrix in product discovery?

The Impact x Risk matrix in product discovery is a triaging framework that evaluates assumption impact against associated risk. It categorizes assumptions into actionable groups to determine which crucial items require testing to de-risk strategy.

How do I design experiments for high-risk product assumptions?

Design experiments for high-risk product assumptions by using a prioritization matrix to identify high-impact, high-risk items. Once identified, define targeted validation experiments to test those specific assumptions.

Can I use assumption triage for product strategy phases?

Yes, you can use assumption triage for product strategy phases. Applying an Impact x Risk matrix during product discovery helps triage assumptions, define validation experiments, and determine which items are most crucial to test first.

When should I test, implement, or reject an assumption?

Decide whether to test, implement, or reject an assumption by evaluating its impact, risk, confidence, and effort. This assessment categorizes assumptions into an actionable matrix, directing high-impact, high-risk items toward targeted testing.