meta-ads-creative-analyst

Name: meta-ads-creative-analyst
Availability: InStock
Author: kayasinan

Analyze ad creative performance, score fatigue, and classify winners for replication.

1|Updated Feb 15, 2026

Search Tags:#performance analysis #visual analysis #ad optimization #ad creative #creative fatigue #andromeda

Ready to run

npx skills add https://github.com/kayasinan/meta-ad-manager --skill meta-ads-creative-analyst

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: meta-ads-creative-analyst
Source: https://github.com/kayasinan/meta-ad-manager/tree/main/meta-ads-creative-analyst
Command: npx skills add https://github.com/kayasinan/meta-ad-manager --skill meta-ads-creative-analyst

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the deep analysis of ad creative performance, identifying what works, what doesn't, and why, to inform future creative production and prevent wasted ad spend due to creative fatigue.

Core Features & Use Cases

Performance Analysis: Ranks ads by AR ROAS, analyzes creative elements, and identifies winning patterns.
Fatigue Detection: Monitors ads for signs of creative fatigue and provides actionable rotation directives.
Visual & Color Analysis: Extracts visual DNA, color palettes, and text density from top-performing creatives.
Use Case: A marketing manager can use this Skill to understand why certain ad visuals and copy are outperforming others, get specific instructions on what elements to replicate, and receive alerts when ads are becoming stale, ensuring continuous optimization.

Quick Start

Use the meta-ads-creative-analyst skill to analyze the performance of all active ads for the current cycle.

Frequently Asked Questions about meta-ads-creative-analyst

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

FAQPage Schema

How do I analyze ad creative performance and identify winning patterns?▼

Analyze ad creative performance by ranking ads based on AR ROAS, extracting visual DNA, and classifying winning patterns to inform future production and identify fatigued ads for rotation.

What is creative fatigue and how do I detect it in my active ads?▼

Creative fatigue occurs when ad performance declines due to overexposure. You can detect creative fatigue by monitoring active ads for performance drops and generating actionable rotation directives to replace stale creatives.

Can I extract color palettes and text density from top-performing ad creatives?▼

Yes, you can extract color palettes and text density from top-performing ad creatives. The analysis utilizes visual clustering via Andromeda and color analysis to map the visual DNA of successful ads.

How do I generate replication blueprints for my ad creative producer?▼

Generate replication blueprints by scoring fatigue levels, classifying winning ads, and identifying working visual patterns. This provides specific instructions on what creative elements to replicate for future campaigns.

What is the best way to automate ad optimization and prevent wasted ad spend?▼

Automate ad optimization by deep analyzing ad-level creative performance to flag fatigued ads for rotation and produce replication blueprints, ensuring continuous optimization and preventing wasted ad spend.