identify-assumptions-existing

Evaluate feature assumptions across value, usability, viability, and feasibility.

2|Updated Apr 9, 2026
One-click install
npx skills add https://github.com/skytiger6724/qwen-skills --skill identify-assumptions-existing-skytiger6724
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: identify-assumptions-existing
Source: https://github.com/skytiger6724/qwen-skills/tree/main/identify-assumptions-existing
Command: npx skills add https://github.com/skytiger6724/qwen-skills --skill identify-assumptions-existing-skytiger6724

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps product leaders stress-test feature ideas for existing products by surfacing risky assumptions across value, usability, viability, and feasibility before committing to development or launch.

Core Features & Use Cases

  • Multi-perspective devil's advocate: Evaluate potential failures through product management, design, and engineering lenses to uncover blind spots.
  • Four risk areas covered: Focus analysis on value, usability, viability, and feasibility, noting failure modes, confidence levels, and supporting experiments for each assumption.
  • Use case: Prepare for an assumption mapping session or risk assessment meeting by bringing a structured list of risky beliefs and tests that can be shared with stakeholders.

Quick Start

Provide a devil's advocate review of my feature idea that highlights risky assumptions across value, usability, viability, and feasibility from product management, design, and engineering perspectives.

Frequently Asked Questions about identify-assumptions-existing

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

FAQPage Schema
How do I identify risky assumptions for a feature idea before development?

To identify risky assumptions for a feature idea, evaluate it across value, usability, viability, and feasibility through product management, design, and engineering perspectives to surface potential failure modes and blind spots.

What is assumption mapping and how does it prepare my team for a risk assessment?

Assumption mapping structures risky beliefs by noting what could go wrong, stating confidence levels, and recommending experiments, which prepares your team for a structured risk assessment meeting before a product launch.

How do I stress-test feature validation for existing product initiatives?

Stress-test feature validation for existing product initiatives by applying a multi-perspective devil's advocate review that uncovers risky assumptions across four key risk areas: value, usability, viability, and feasibility.

Can I evaluate usability and feasibility risks without writing code?

Yes, you can evaluate usability and feasibility risks without writing code by analyzing the feature idea through product management, design, and engineering lenses to describe potential failure modes and recommend experiments.

What is the best way to uncover blind spots in a feature idea before launch?

The best way to uncover blind spots in a feature idea before launch is to conduct a multi-perspective devil's advocate review that highlights risky assumptions across value, usability, viability, and feasibility.