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discover-assumptions

Score assumptions and design validation tests for product strategy workflows.

450|36|Updated Jan 3, 2026
Search Tags:#validation#assumptions#risk-management#hypothesis#experimentation#product-management
One-click install
npx skills add https://github.com/kasperjunge/agent-resources --skill discover-assumptions
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: discover-assumptions
Source: https://github.com/kasperjunge/agent-resources/tree/main/.opencode/skill/discover-assumptions
Command: npx skills add https://github.com/kasperjunge/agent-resources --skill discover-assumptions

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Streamline product strategy by identifying and prioritizing risky assumptions that block progress, enabling faster learning through experiments.

Core Features & Use Cases

  • List and score assumptions per node (outcome, opportunity, or solution)
  • Prioritize top 3-5 risks and design 2+ tests per assumption
  • Provide an experiment plan template with hypotheses, methods, samples, success metrics, and decision thresholds
  • Supports outputs that inform product planning and experiments sequencing

Quick Start

Identify the riskiest assumptions for your current opportunity and draft two validation tests to prove or disprove them.

Frequently Asked Questions about discover-assumptions

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

FAQPage Schema
How do I validate risky assumptions in product management?▼

Validate risky assumptions by listing and scoring them per node, prioritizing the top 3-5 risks, and designing two or more quick experiments to test each hypothesis and establish decision thresholds.

What is the best way to design experiments for testing product hypotheses?▼

Design experiments for testing product hypotheses by using a structured template that defines success metrics, methods, samples, and decision thresholds to prove or disprove your riskiest assumptions.

How do I prioritize assumptions for product strategy validation?▼

Prioritize assumptions for product strategy validation by scoring the risk of each assumption tied to outcomes, opportunities, or solutions, then focusing your experimentation sequencing on the top risks.

Can I use structured workflows to identify riskiest product assumptions?▼

Yes, you can use structured workflows to identify the riskiest product assumptions by surfacing risks behind defined outcomes and exploring opportunities and solutions to guide hypothesis creation.

What limitations exist when scoring assumptions for product planning?▼

Scoring assumptions for product planning requires defined outcomes and explored opportunities or solutions; it does not work effectively if your product strategy workflow lacks these predefined structural inputs.

Does assumption validation work without predefined product outcomes?▼

Assumption validation does not work well without predefined product outcomes because the structured workflow relies on scoring risks specifically tied to defined outcomes, opportunities, or solution ideas.

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