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ad-reverse-engineer

Analyze reference ad imagery into layer breakdowns and NB2 JSON templates.

Updated Mar 9, 2026
Search Tags:#prompt-engineering#visual-dna#layer-analysis#ad-reverse-engineer#nb2-prompt#design-deconstruction
One-click install
npx skills add https://github.com/RASCLAW/DuberyMNL --skill ad-reverse-engineer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ad-reverse-engineer
Source: https://github.com/RASCLAW/DuberyMNL/tree/main/.claude/skills/ad-reverse-engineer
Command: npx skills add https://github.com/RASCLAW/DuberyMNL --skill ad-reverse-engineer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Reverse-engineer ad imagery into structured layer breakdowns and production-ready NB2 prompts. Use when you have a reference ad and want to extract its design DNA to replicate the format.

Core Features & Use Cases

  • Layered deconstruction: Analyze Backdrop, Hero, Graphics, and Text to capture every design decision.
  • Design rule extraction: Identify layout, hierarchy, contrast, color, and accent patterns to inform future creatives.
  • NB2 template generation: Produce a production-ready NB2 JSON prompt with clear variable placeholders for campaign customization.
  • Output-ready guidance: Provide structured observations, design rules, and a ready-to-use NB2 prompt template for automation.

Quick Start

Analyze a reference ad image to produce a layer breakdown, extract design rules, and generate an NB2 JSON template with [VARIABLE] placeholders.

Frequently Asked Questions about ad-reverse-engineer

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

FAQPage Schema
How do I reverse-engineer an ad image into structured design layers?▼

To reverse-engineer an ad image, this Skill deconstructs the visual DNA into Backdrop, Hero, Graphics, and Text layers. It analyzes layout, hierarchy, and contrast to capture every design decision from the reference ad.

What is an NB2 prompt template for ad design replication?▼

An NB2 prompt template is a production-ready JSON output containing extracted design rules and placeholder variables. It allows you to replicate the exact format and style of a reference ad for future campaign customization.

Can I extract design rules from a reference ad to inform future creatives?▼

Yes, you can extract design rules from a reference ad. The analysis identifies layout, hierarchy, contrast, color, and accent patterns, providing structured observations to guide and inform your future creative campaigns.

How do I generate production-ready prompts from existing ad imagery?▼

You can generate production-ready prompts by inputting a reference ad. The tool outputs a structured NB2 JSON template with clear variable placeholders, translating the visual elements into automated prompt engineering guidance.

Do I need any specific components or dependencies to deconstruct ad visuals?▼

No specific components or dependencies are required to deconstruct ad visuals. You simply need a reference ad image to start the layer breakdown process and generate the output-ready NB2 prompt template.

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