lean-ux-canvas

Guides teams through Jeff Gothelf's Lean UX Canvas v2 to frame business problems and hypotheses.

1|1|Updated Jul 6, 2026
One-click install
npx skills add https://github.com/muhammaddadu/ai-skill-collection --skill lean-ux-canvas-muhammaddadu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: lean-ux-canvas
Source: https://github.com/muhammaddadu/ai-skill-collection/tree/main/2-discovery/lean-ux-canvas
Command: npx skills add https://github.com/muhammaddadu/ai-skill-collection --skill lean-ux-canvas-muhammaddadu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Teams often jump straight to building solutions without validating the underlying business problem, leading to wasted sprints on features nobody needs. This Skill structures that ambiguity into a one-page canvas that surfaces assumptions and defines what to learn first. ## Core Features & Use Cases - 8-Box Guided Workflow: Walks through Business Problem, Business Outcomes, Users, User Outcomes, Solutions, Hypotheses, Riskiest Assumption, and Experiments with adaptive questions and validation at each step. - Hypothesis Generation: Combines canvas inputs into testable If/Then hypotheses using the standard Lean UX template. - Experiment Design: Suggests minimal validation methods (customer interviews, landing pages, concierge tests, Wizard-of-Oz prototypes) matched to the riskiest assumption. - Use Case: A PM facing stakeholder pressure to "build feature X" runs a canvas session to reframe the conversation around the actual business problem, producing three candidate solutions and a two-week experiment instead of a committed roadmap item. ## Quick Start Ask the agent to run a Lean UX Canvas workshop for your initiative, then paste your product brief or describe the business problem when prompted.

Frequently Asked Questions about lean-ux-canvas

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

FAQPage Schema
How do I run a Lean UX Canvas workshop?▼

Start by gathering business context (metrics, stakeholder requests) and user research, then answer eight sequential questions covering problem, outcomes, users, benefits, solutions, hypotheses, risk, and experiments. The canvas is exported as a markdown file for the team.

What is the difference between business outcomes and user outcomes in Lean UX?▼

Business outcomes (Box 2) are measurable behavior changes like conversion rate or retention. User outcomes (Box 4) capture goals, benefits, and emotions such as saving time or feeling confident. Metrics go in Box 2; empathy goes in Box 4.

When should I use a Lean UX Canvas instead of a PRD?▼

Use the canvas during early discovery when the problem and solution are unvalidated and assumptions need testing. Move to a PRD once hypotheses are validated and you are ready to specify execution details.

How do I write a testable hypothesis for a product idea?▼

Use the template: We believe [business outcome] will be achieved if [user] attains [benefit] with [solution]. Each hypothesis should focus on one solution and be falsifiable through a concrete experiment.

What is the smallest experiment to validate a product assumption?▼

Common minimal experiments include 5-10 customer interviews, landing page smoke tests, concierge tests with manual delivery, and Wizard-of-Oz prototypes. If an experiment takes more than two weeks, break it into something smaller.

When should I not use the Lean UX Canvas?▼

Skip it when the problem and solution are already validated and you are in execution mode, for tactical bug fixes with no learning needed, or when stakeholders have committed to a solution regardless of evidence.