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reverse-engineer

Deconstruct high-performing content, products, and campaigns into actionable principles.

Updated May 11, 2026

Search Tags:#content-optimization #reverse-engineering #actionable-insights #swipe-file #marketing-analysis #principle-extraction #creative-deconstruction

One-click install

npx skills add https://github.com/shalhevetvardi/shalhevet-agents-bootcamp --skill reverse-engineer-shalhevetvardi

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: reverse-engineer
Source: https://github.com/shalhevetvardi/shalhevet-agents-bootcamp/tree/main/skills/reverse-engineer
Command: npx skills add https://github.com/shalhevetvardi/shalhevet-agents-bootcamp --skill reverse-engineer-shalhevetvardi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the guesswork of trying to replicate success from existing high-performing content, products, and campaigns by breaking them down into clear, actionable principles you can apply to your own work, instead of relying on generic advice or trial and error.

Core Features & Use Cases

Multi-format input handling: Analyze links, images, screenshots, short verbal descriptions, or multiple examples at once to identify success drivers.
Structured 3-layer deconstruction: Break down any work into its core hook, structural flow, emotional arc, persuasion mechanics, and unique differentiators to pinpoint exactly what makes it effective.
Actionable, tailored output: Extract 2-3 concrete, implementable principles paired with psychological reasoning and specific use case examples, rather than vague tips.
Use Case: For example, if you see a viral social media ad driving record sales for a competitor, use this skill to identify the exact hook, trust-building mechanism, and call-to-action pattern you can adapt for your own small business's marketing campaigns.

Quick Start

Use the reverse-engineer skill to break down the viral TikTok ad I shared a link to and extract 3 actionable principles I can apply to my Instagram marketing for my handmade jewelry business.

Frequently Asked Questions about reverse-engineer

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

FAQPage Schema

How do I reverse engineer a viral ad to extract actionable marketing principles?▼

You can analyze multi-format inputs including links, images, screenshots, and short verbal descriptions to identify success drivers and extract tailored principles for your marketing campaigns.

How does creative deconstruction identify why a high-performing landing page works?▼

This structured 3-layer deconstruction isolates the core hook and persuasion mechanics, delivering concrete implementation guidance rather than vague tips.

Can I analyze multiple social media posts at once to find common success patterns?▼

The skill processes multi-format inputs to find overlapping structural flows and persuasion mechanics across the provided examples.

What is the best way to extract principles from a competitor's product design?▼

This approach delivers structured, actionable implementation guidance paired with psychological reasoning for each extracted design principle.

Does content reverse engineering work with just a short verbal description of a campaign?▼

Providing a brief description of a campaign's mechanics allows the skill to deconstruct its persuasion patterns and generate tailored marketing analysis.