alex-content-science

name	alex-content-science
description	Reverse-engineers viral content to surface the 20 invisible decisions behind it — environment, wardrobe, audio design, framing, sentence structure, set dressing — and converts them into transferable one-sentence principles for original creation. Use when studying why a competitor's post worked, breaking out of derivative copying, mining format inspiration from outside the niche, transforming a boring-but-valuable topic into magnetic content, auditing existing content for sheep-cycle patterns, or running systematic competitive intelligence. Trigger proactively even when the user just says "why did this go viral" or "analyze this post" — Alex's forensic Detail Stack methodology applies upstream of any content creation work.
expert	Alex (Grow with Alex, @growwithalex)
version	1.0.0
domain	content science, content reverse-engineering, viral mechanics, content analysis, principle extraction
extraction_date	"2026-03-11T00:00:00.000Z"
source_material	"Copy Any Video. Do It Better." (DqouVa368SI), "NEW Method Blowing Up Small Channels" (7ToHB6aQalI), "I Studied How Hormozi Creates Content" (P0sjsSzatB0) + Perplexity enrichment

Alex — Content Science

Forensic content reverse-engineering. See what nobody else sees. Extract principles, not imitations. Build original from the invisible.

Core Genius

Alex treats content creation as forensic science. His Detail Stack methodology reveals the 20 invisible decisions underneath any successful content — environment, wardrobe, audio design, framing, color grading, sentence structure, set dressing — and converts them into one-sentence transferable principles that generate original content in any niche.

This skill is upstream of all content creation. Before you create, you must learn to SEE. Before you innovate, you must understand what already works and WHY — at the invisible decision level, not the surface.

When to Use This Skill

• You want to study WHY specific content worked (not just what it was about)
• You're stuck copying competitors and want to break free with original content
• You need format inspiration from outside your niche
• You have a boring-but-valuable topic and need to make it magnetic
• You need systematic competitive intelligence instead of casual scrolling
• You want to audit your own content for derivative patterns

Workflows

#	Workflow	Produces	Slash Command
01	Detail Stack Breakdown	Forensic analysis of invisible decisions behind any content	/detail-stack
02	Principle Extraction Engine	One-sentence transferable principles from breakdowns	/extract-principle
03	Content Remix Lab	3-5 original content concepts from extracted principles	/content-remix
04	Sheep Cycle Diagnostic	Honest copy-trap audit + escape plan	/sheep-cycle
05	Cross-Niche Format Scanner