youtube-viral-optimizer

Generate YouTube titles, thumbnail text, and scripts using CTR and retention optimization.

3|Updated May 11, 2026
One-click install
npx skills add https://github.com/JeromyJSmith/lattice-platform --skill youtube-viral-optimizer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: youtube-viral-optimizer
Source: https://github.com/JeromyJSmith/lattice-platform/tree/main/.agents/skills/skills-master/skill-viral-videos
Command: npx skills add https://github.com/JeromyJSmith/lattice-platform --skill youtube-viral-optimizer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you generate high-CTR YouTube thumbnails, titles, and video scripts that increase click-through rate by targeting specific search intent, content gaps, and algorithm-driven engagement signals.

Core Features & Use Cases

  • YouTube CTR + Algorithm Optimization: Produces title/thumbnail copy using CTR targets and engagement factors (new-audience acquisition signals, watch time, likes/shares).
  • Differentiator-Driven Copywriting: Forces a unique channel angle through titles, hooks, and script wording so your content doesn’t sound generic.
  • SEO-Informed Idea Generation (InfraNodus MCP): Uses search intent, ranking supply, and demand-vs-supply gaps to create angles that match what people are actively searching for.
  • Script Construction Using a Proven Structure: Generates scripts with Pattern Interrupt → Hook → Framing → Curiosity Loop → Escalation → Payoff → Relevance Bridge → optional Loop Reopen, designed to sustain attention.
  • Use Case: If your video isn’t getting clicks or isn’t converting views into subscriptions, you can optimize the title and thumbnail wording and then rebuild the script’s tension flow around audience-facing outcomes.

Quick Start

Ask the youtube-viral-optimizer to generate three high-CTR title and thumbnail pairs for a specific video topic, using your channel’s differentiator, and then write one full script outline following Pattern Interrupt → Hook → Framing → Curiosity Loop → Escalation → Payoff → Relevance Bridge → Loop Reopen.

Frequently Asked Questions about youtube-viral-optimizer

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

FAQPage Schema
How do I write YouTube titles and thumbnails that get a higher click-through rate?

To increase YouTube click-through rate, you need titles and thumbnail copy that target specific search intent and algorithm engagement signals. This Skill generates high-CTR pairs by applying a unique channel differentiator and matching content gaps to audience search behavior.

What is the best script structure for maximizing YouTube audience retention?

Maximizing YouTube audience retention requires a script flow that sustains attention through tension. This Skill constructs scripts using a proven structure: Pattern Interrupt, Hook, Framing, Curiosity Loop, Escalation, Payoff, Relevance Bridge, and an optional Loop Reopen.

Can I use SEO gap analysis to find viral video topics people are actively searching for?

Yes, SEO gap analysis identifies demand-versus-supply mismatches in search rankings to find viral video topics. This Skill uses InfraNodus tools when available to analyze search intent and ranking supply, generating content angles that match active search queries.

How do I fix a YouTube video that is getting impressions but no clicks?

Diagnosing a YouTube video with no clicks requires optimizing the title and thumbnail wording for curiosity and search intent. This Skill diagnoses underperforming content by rebuilding the title, thumbnail copy, and script tension flow around audience-facing outcomes.

Do I need a channel differentiator to generate viral YouTube video scripts?

Yes, a channel differentiator is required to generate viral YouTube scripts. This Skill forces a unique channel angle through titles, hooks, and script wording so your content avoids sounding generic and stands out in the YouTube algorithm.

What makes a YouTube video go viral in the algorithm besides click-through rate?

YouTube virality depends on click-through rate combined with watch time, likes, and shares as new-audience acquisition signals. This Skill optimizes video scripts and titles to target these engagement factors, ensuring the content sustains attention after the initial click.