assumption-mapping

Surface and prioritize assumptions in product ideas with a risk matrix.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/Hassan-Ali-Mehdi-3024/PM-AIOS --skill assumption-mapping
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: assumption-mapping
Source: https://github.com/Hassan-Ali-Mehdi-3024/PM-AIOS/tree/main/skills/assumption-mapping
Command: npx skills add https://github.com/Hassan-Ali-Mehdi-3024/PM-AIOS --skill assumption-mapping

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Surface and prioritize the assumptions embedded in product ideas before investing in building.

Core Features & Use Cases

  • Surface assumptions across categories: desirability, feasibility, viability, and ethical/risk to surface hidden bets early.
  • Prioritize by risk using a 2x2 matrix (confidence vs criticality) to identify P1, P2, P3 bets.
  • Design cheap tests (Fake door, Concierge MVP, Wizard of Oz, interviews, surveys) and outline hypotheses, methods, success criteria, and cost. Use cases include evaluating new ideas, reviewing ideas or PRDs, and surfacing open questions to memory for ongoing tracking.

Quick Start

Map the current idea to surface the riskiest assumptions and plan cheap tests.

Frequently Asked Questions about assumption-mapping

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

FAQPage Schema
How do I surface and prioritize assumptions in a product idea before building?

Prioritizing product assumptions involves plotting them on a 2x2 risk matrix evaluating confidence versus criticality. This method identifies P1, P2, and P3 bets, allowing teams to focus validation efforts on the riskiest product assumptions before committing development resources.

What is assumption mapping and when should I use it during product discovery?

Assumption mapping is the process of extracting hidden bets from product ideas. Use it during product discovery sessions, idea reviews, or PRD refreshes to surface open questions and open questions early, ensuring you validate critical risks before writing detailed specifications.

How do I design cheap tests for validating high-risk product assumptions?

To design cheap tests for validating product assumptions, use methods like Fake door, Concierge MVP, Wizard of Oz, interviews, or surveys. Outline specific hypotheses, testing methods, success criteria, and estimated costs for your top P1 risks to achieve validated learning quickly.

Can I use assumption mapping to review existing PRDs and open questions?

Yes, you can use assumption mapping to review existing PRDs. It helps extract and categorize hidden bets within the document, prioritizes open questions by risk level, and outputs recommended cheap-test designs to validate those specific PRD assumptions.

What categories should I consider when evaluating product idea risks and bets?

When evaluating product idea risks, consider assumptions across four categories: desirability, feasibility, viability, and ethical risk. Mapping assumptions across these dimensions ensures comprehensive discovery and surfaces hidden bets early in the product development lifecycle.