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.