How do I start applying this skill to a new product?

Validate the idea (strategy/validation.md), define an MVP, prioritize features (strategy/prioritization.md), launch, and track PMF with metrics (strategy/metrics.md), while creating AI visuals and marketplace-ready listings.

What counts as PMF and how is it measured?

PMF is demonstrated when user demand aligns with the product; measure using feedback and the Sean Ellis criterion (40%+ PMF) via strategy/metrics.md and validation outcomes.

Product

Verified

@ivangdavila

npx machina-cli add skill @ivangdavila/product --openclaw

Files (1)

SKILL.md

2.1 KB

When to Use

Creating products (digital SaaS or physical goods)
Generating product mockups and photography with AI
Optimizing listings for marketplaces (Amazon, Etsy, Shopify)
Validating ideas and measuring product-market fit
Pricing strategy and launch planning

Quick Reference

Need	File
Validate an idea	`strategy/validation.md`
Prioritize features	`strategy/prioritization.md`
Track metrics	`strategy/metrics.md`
AI image tools	`visuals/ai-tools.md`
Product photo prompts	`visuals/prompts.md`
Image specs by platform	`visuals/specs.md`
Amazon FBA	`commerce/amazon.md`
Etsy selling	`commerce/etsy.md`
Print-on-demand	`commerce/pod.md`
Pricing strategies	`commerce/pricing.md`
Manufacturing compliance	`manufacturing/compliance.md`

Core Workflow

Digital Products (SaaS):

Validate → strategy/validation.md (interviews, smoke tests)
Define MVP → strip to one core value proposition
Prioritize → strategy/prioritization.md (RICE scoring)
Launch → beta program, iterate fast
Measure PMF → strategy/metrics.md (Sean Ellis 40%+)

Physical Products:

Design → ensure DFM compliance
Source → manufacturing/compliance.md for certs by region
Photograph → visuals/prompts.md for AI shots
List → platform-specific files in commerce/
Launch → limited drops, scarcity mechanics

Merchandising (logo on products):

Create design at highest resolution needed
Use AI mockup tools → visuals/ai-tools.md
Export platform-specific sizes → visuals/specs.md
List across platforms → commerce/pod.md

Critical Rules

Validate before building — always test demand first
Platform specs matter — wrong dimensions = rejected listings
Pricing includes fees — calculate true margins after all platform cuts
PMF before scaling — 40%+ "very disappointed" on Sean Ellis test

Source

git clone https://clawhub.ai/ivangdavila/productView on GitHub

Overview

Product helps you build digital SaaS or physical goods using strategy frameworks, AI imagery tools, and marketplace optimization. It covers validating ideas, defining MVPs, prioritizing features, and launching with PMF and pricing strategies tailored to each marketplace.

How This Skill Works

Uses a triad of strategy docs, AI visuals, and platform specs. Digital products follow: validate → MVP → prioritize → launch → measure PMF. Physical goods follow: design for DFM, source with manufacturing compliance, photograph with AI prompts, and list with platform-ready files.

When to Use It

Creating digital SaaS or physical goods
Generating product mockups and AI-driven photography
Optimizing marketplace listings (Amazon, Etsy, Shopify)
Validating ideas and measuring product-market fit
Pricing strategies and launch planning

Quick Start

Step 1: Validate the idea using strategy/validation.md (interviews, smoke tests).
Step 2: Define the MVP and prioritize features with strategy/prioritization.md (RICE scoring).
Step 3: Create visuals and listings with visuals/ai-tools.md, visuals/prompts.md, visuals/specs.md, and platform files under commerce/ (Amazon/Etsy/Pod).

Best Practices

Validate before building to test demand first
Respect platform specs and image/dimension requirements to avoid rejected listings
Incorporate all platform fees when pricing to ensure true margins
Aim for PMF before scaling (40%+ according to Sean Ellis)
Follow the core workflow (validate → MVP → prioritize → launch → measure)

Example Use Cases

SaaS MVP launched after conducting interviews and smoke tests to validate demand and achieve initial PMF.
A physical gadget designed with DFM, sourced with regional manufacturing compliance, photographed with AI prompts, and listed with platform-specific files.
An Amazon listing boosted with AI-generated product photos and platform-ready image specs.
A merch line created with AI mockups and exported across Shopify, Amazon, and Etsy using the required specs.
An Etsy shop optimized with pricing strategies that account for all platform fees and margins.

Frequently Asked Questions

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