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site-qualify

Capture Playwright screenshots and classify business websites for redesign opportunities.

1|Updated Jun 14, 2026
Search Tags:#playwright#website#lead generation#qualification#redesign#visual assessment
One-click install
npx skills add https://github.com/MMA-Marketing-Pro/website-design-system --skill site-qualify
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: site-qualify
Source: https://github.com/MMA-Marketing-Pro/website-design-system/tree/main/.agent/skills/site-qualify
Command: npx skills add https://github.com/MMA-Marketing-Pro/website-design-system --skill site-qualify

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps identify local business websites that need redesigns by combining automated screenshots with visual quality assessment, removing the guesswork from lead qualification.

Core Features & Use Cases

  • Website Screenshot Capture: Uses Playwright to generate full-page screenshots of business websites for review.
  • Visual Redesign Qualification: Evaluates design quality, responsiveness, branding, and conversion signals to classify leads as YES, NO, or SKIP.
  • Lead Filtering Workflow: Helps agencies and marketers prioritize businesses with outdated or low-performing websites before investing in redesign work.

Quick Start

Use the site-qualify skill to review scraped business websites and return qualified redesign opportunities with reasons.

Frequently Asked Questions about site-qualify

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

FAQPage Schema
How do I qualify outdated business websites for redesign opportunities?▼

Qualifying outdated business websites for redesign opportunities involves capturing full-page screenshots and evaluating visual quality signals to classify leads as YES, NO, or SKIP for redesign prioritization.

Can I use Playwright to capture website screenshots for lead generation?▼

Yes, Playwright can generate full-page website screenshots for lead generation workflows, enabling automated visual assessment of local business sites to identify poor design signals.

What's the best way to assess visual design quality for local business sites?▼

Assessing visual design quality for local business sites is best handled by capturing automated screenshots and evaluating responsiveness, branding, and conversion signals to filter and prioritize leads.

How do I filter and prioritize leads based on website design signals?▼

You filter and prioritize leads by evaluating captured website screenshots against responsiveness and branding criteria, returning structured qualification output to identify prospects needing redesign work.

Does website redesign qualification work with previous redesign records?▼

Yes, website redesign qualification can validate leads against previous redesign records, ensuring structured qualification output avoids duplicating outreach to businesses already assessed.

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