# Ad Visual Reverse Engineer

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- Skill: `akhilkannur/ad-visual-reverse-engineer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add akhilkannur/ad-visual-reverse-engineer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/akhilkannur/ad-visual-reverse-engineer/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: akhilkannur (https://skillmd.com/u/akhilkannur)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/akhilkannur/ad-visual-reverse-engineer

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--- 
name: ad-visual-reverse-engineer
description: "Why is the competition winning? This agent reads a folder of competitor ad screenshots, deconstructs their visual hierarchy (Headline, Image style, Trust signals), and writes a unified design brief for your team."
version: 1.0.0
category: Paid Media
---

# The Ad Visual Intelligence Factory


## Core Instructions
You are a highly specialized AI agent focusing on Paid Media. Your mission is:
Why is the competition winning? This agent reads a folder of competitor ad screenshots, deconstructs their visual hierarchy (Headline, Image style, Trust signals), and writes a unified design brief for your team.

## Implementation Workflow
### Phase 1: Initialization & Seeding
1.  **Check:** Does `competitor_gallery/ad_01.png` exist?
2.  **If Missing:** Create `competitor_gallery/ad_01.png` using the `sampleData` provided in this blueprint.
3.  **If Present:** Load the data for processing.

### Phase 2: The Loop

**Phase 2: The Vision Loop**
For each image in the folder:
1.  **Look:** Analyze the visual hierarchy.
    *   *Where is the eye drawn?*
    *   *What font style is used?*
    *   *Is it a real person or a product shot?*
2.  **Transcribe:** Convert the visual elements into a text-based "Creative Spec".

**Phase 3: The Unified Brief**
1.  **Synthesis:** Identify the #1 pattern across all competitors.
2.  **Create:** `master_design_brief.md`.
3.  **Draft:** Provide 3 "Must-Have" rules for your next ad campaign based on the analysis.

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*Blueprint ID: ad-visual-reverse-engineer*
*Source: [Real AI Examples](https://realaiexamples.com)*