ad-family-architect

Diagnose winning ad concepts and generate three-asset ad families.

1|Updated Feb 6, 2026

Search Tags:#psychology #creative testing #ugc video #ad scaling #motion methodology #ad family #carousel ads

Ready to run

npx skills add https://github.com/williamsforeal/Cyclone-SS --skill ad-family-architect

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ad-family-architect
Source: https://github.com/williamsforeal/Cyclone-SS/tree/main/.cursor/skills/ad-family-architect
Command: npx skills add https://github.com/williamsforeal/Cyclone-SS --skill ad-family-architect

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you stop doing reactive, minor ad tweaks by extracting the underlying “learned concept” from a winning ad and translating it into distinct, scalable creative assets.

Core Features & Use Cases

Learned Concept Diagnosis: Identifies the psychological/functional trigger (pain point, delivery mechanism, value proposition, actor, visual demo, social proof) behind why the winner worked.
Ad Family Generation: Produces three distinctly different assets (Static, Carousel, and Video) that preserve the same core concept while varying format and funnel coverage.
Testing & Tracking Guidance: Recommends a structured testing plan and an Airtable schema to operationalize concept-to-assets workflow.

Quick Start

Give the skill a winning ad description or performance metrics, and ask it to generate an ad family in three formats plus a Level-1 testing plan.

Frequently Asked Questions about ad-family-architect

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

FAQPage Schema

How do I scale winning ads without just making minor creative tweaks?▼

To scale winning ads effectively, you must diagnose the underlying learned concept—such as the psychological trigger or value proposition—and translate it into distinctly different static, carousel, and video assets. This preserves the core concept while expanding format coverage.

What is an ad family and how does it help with creative testing?▼

An ad family is a set of three distinctly different assets—static, carousel, and video—that preserve the same core learned concept while varying format and funnel coverage. It helps creative testing by systematically validating concept-based variants rather than reactive tweaks.

How do I generate UGC video and carousel ads from a winning static ad?▼

Generate UGC video and carousel ads by first extracting the learned concept from the winning static ad, including its pain point, delivery mechanism, and social proof. Then, translate that specific concept into the new formats while maintaining the original psychological trigger.

What do I need to provide to start systematic ad scaling?▼

To start systematic ad scaling, you need to provide a brief input containing either the winning ad copy and creative context or its performance metrics. This allows the system to diagnose the functional trigger and output a structured three-asset strategy.

How do I track and test ad variants across different marketing funnel stages?▼

Track and test ad variants across funnel stages by implementing a structured Level-1 testing plan alongside an Airtable schema. This operationalizes the concept-to-assets workflow by organizing the static, carousel, and video formats according to their specific funnel coverage.