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prioritize-assumptions

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Updated Mar 16, 2026
Search Tags:#experiment design#prioritization#assumptions#product discovery#risk#impact
One-click install
npx skills add https://github.com/runchr-com/pm-skills-gemini --skill prioritize-assumptions-runchr-com
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prioritize-assumptions
Source: https://github.com/runchr-com/pm-skills-gemini/tree/main/.gemini/skills/prioritize-assumptions
Command: npx skills add https://github.com/runchr-com/pm-skills-gemini --skill prioritize-assumptions-runchr-com

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps product managers efficiently prioritize a list of assumptions by evaluating their impact and risk, and then suggests experiments to test the most critical ones.

Core Features & Use Cases

  • Assumption Triage: Evaluates assumptions based on Impact and Risk.
  • Experiment Design: Suggests minimal-effort experiments to validate high-impact, high-risk assumptions.
  • Prioritization Matrix: Presents results in a clear matrix or table format.
  • Use Case: When faced with multiple unvalidated product ideas, use this skill to determine which assumptions to test first to maximize learning and minimize wasted effort.

Quick Start

Use the prioritize-assumptions skill to triage the following assumptions: user retention will increase by 10% with feature X, and daily active users will double with feature Y.

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 discovery?▼

Product assumptions are prioritized using an Impact × Risk matrix that evaluates customer reach, value, confidence levels, and implementation effort to identify which ideas require testing first.

What is the best way to design experiments for high-risk product assumptions?▼

Design experiments for high-risk, high-impact assumptions by identifying minimal-effort tests. The matrix highlights critical assumptions so you can suggest targeted experiments that maximize learning and mitigate roadmap risks efficiently.

How do I decide which assumptions to test first when planning a roadmap?▼

Decide which assumptions to test first by plotting them on a prioritization matrix. This evaluates the impact and risk of unvalidated product ideas, ensuring you test high-impact, high-risk items before allocating roadmap resources.

Can I use an Impact × Risk matrix for unvalidated product ideas?▼

Yes, you can use an Impact × Risk matrix for unvalidated product ideas. It evaluates assumption value, customer reach, confidence levels, and implementation effort to triage ideas and minimize wasted development effort.

When should I use assumption prioritization in product management?▼

Use assumption prioritization during product discovery and risk mitigation. It is necessary when facing multiple unvalidated product ideas and you need to determine which assumptions to test first to maximize learning and minimize wasted effort.

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