brainstorm-experiments-new

Design lean startup experiments and pretotypes to validate product concepts.

1|Updated Mar 23, 2026
One-click install
npx skills add https://github.com/cano721/ai-harness --skill brainstorm-experiments-new-cano721
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: brainstorm-experiments-new
Source: https://github.com/cano721/ai-harness/tree/main/teams/planning/bundle-claude/skills/brainstorm-experiments-new
Command: npx skills add https://github.com/cano721/ai-harness --skill brainstorm-experiments-new-cano721

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps product teams validate new ideas quickly by designing lean startup experiments and pretotypes to test product concepts with minimal effort.

Core Features & Use Cases

  • Create XYZ hypotheses in the form "At least X% of Y will do Z" to quantify demand.
  • Propose 2-3 lightweight experiments (e.g., landing pages, explainer videos, waitlists, or manual MVPs) to validate assumptions.
  • Outline the metrics, success criteria, and key principles (Skin-in-the-Game, YODA) to guide rigorous validation.

Quick Start

Describe your new product concept and I will generate XYZ hypotheses and a 2-3 pretotype experiments plan to validate it.

Frequently Asked Questions about brainstorm-experiments-new

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

FAQPage Schema
How do I validate a new product concept with lean startup experiments?▼

To validate a new product concept, you design lean startup experiments by generating XYZ hypotheses ("At least X% of Y will do Z") and running 2-3 lightweight pretotypes like landing pages or waitlists to test demand with minimal effort.

What is a pretotype and when do I need it for MVP planning?▼

A pretotype is a lightweight experiment, such as an explainer video or manual MVP, used to test a product concept before building a full MVP. You need it during early-stage validation to verify demand under resource constraints.

How do I write an XYZ hypothesis for market testing?▼

You write an XYZ hypothesis by formatting your assumption as "At least X% of Y will do Z", which quantifies the expected demand. This structure helps define clear metrics and success criteria for your validation experiments.

Can I use landing pages and waitlists to test assumptions without coding?▼

Yes, you can use landing pages, explainer videos, and waitlists as pretotypes to test assumptions without coding. These lightweight experiments validate market demand manually before committing development resources.

What is the best way to define success criteria for early-stage product validation?▼

The best way to define success criteria is by applying principles like Skin-in-the-Game and YODA alongside your XYZ hypothesis. This ensures your metrics measure genuine user commitment during lean experiments.