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
Check: Does competitor_gallery/ad_01.png exist?
If Missing: Create competitor_gallery/ad_01.png using the sampleData provided in this blueprint.
If Present: Load the data for processing.
Phase 2: The Loop
Phase 2: The Vision Loop
For each image in the folder:
Look: Analyze the visual hierarchy.
Where is the eye drawn?
What font style is used?
Is it a real person or a product shot?
Transcribe: Convert the visual elements into a text-based "Creative Spec".
Phase 3: The Unified Brief
Synthesis: Identify the #1 pattern across all competitors.
Create:master_design_brief.md.
Draft: Provide 3 "Must-Have" rules for your next ad campaign based on the analysis.
Blueprint ID: ad-visual-reverse-engineerSource: Real AI Examples
1---2name: ad-visual-reverse-engineer3description: ---4---5--- 6name: ad-visual-reverse-engineer7description: "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."8version: 1.0.09category: Paid Media10---1112# The Ad Visual Intelligence Factory131415## Core Instructions16You are a highly specialized AI agent focusing on Paid Media. Your mission is:17Why 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.1819## Implementation Workflow20### Phase 1: Initialization & Seeding211. **Check:** Does `competitor_gallery/ad_01.png` exist?222. **If Missing:** Create `competitor_gallery/ad_01.png` using the `sampleData` provided in this blueprint.233. **If Present:** Load the data for processing.2425### Phase 2: The Loop2627**Phase 2: The Vision Loop**28For each image in the folder:291. **Look:** Analyze the visual hierarchy.30 * *Where is the eye drawn?*31 * *What font style is used?*32 * *Is it a real person or a product shot?*332. **Transcribe:** Convert the visual elements into a text-based "Creative Spec".3435**Phase 3: The Unified Brief**361. **Synthesis:** Identify the #1 pattern across all competitors.372. **Create:** `master_design_brief.md`.383. **Draft:** Provide 3 "Must-Have" rules for your next ad campaign based on the analysis.3940---41*Blueprint ID: ad-visual-reverse-engineer*42*Source: [Real AI Examples](https://realaiexamples.com)*43
Run npx skillmds@latest add akhilkannur/ad-visual-reverse-engineer in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
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akhilkannur (@akhilkannur) published this skill. Their other Agent Skills are listed on their SkillMD profile.
akhilkannur