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ad-family-architect
Use when building an ad family, scaling a winning ad, or applying Motion Methodology to generate creative variants from a single concept.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Use when building an ad family, scaling a winning ad, or applying Motion Methodology to generate creative variants from a single concept.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use this skill whenever Claude is reasoning, analyzing, recommending, or generating content that involves factual claims, metrics, prices, dates, platform behavior, or any "current" information. This is the canonical guard against fabricated certainty. Activate it on every complex operation — ad spend decisions, store edits, market analysis, copy claims, research outputs. If Claude is about to produce a number, date, statistic, or "typically/usually" statement, this skill must govern that output.
Use this skill when the user asks Claude to research competitor ads, look up top-performing ads in a category, analyze spied-on brands, or pull ad library data through GetHookd. Activates whenever Jake mentions "competitor ads," "winning ads," "ad library," "spy on [brand]," or references GetHookd by name.
Use this skill when the user asks Claude to search, read, or organize files in Google Drive — particularly AI Com Academy course transcripts, coach feedback docs, brand research, and shared spreadsheets. Activate when Jake mentions Drive, "my course materials," "coach review," or references a specific Google Doc.
Use this skill when the user asks Claude to generate AI images for ad creatives, product visuals, or brand assets via the Higgsfield API. The Higgsfield API is connected to Claude Code in Jake's Cursor setup. Activate whenever Jake mentions Higgsfield, "generate an image," "make me a visual for [ad/PDP/post]," or needs static creative assets.
Use this skill when the user asks Claude to read, create, update, or search Notion pages and databases. Jake's existing setup includes an "Ad Creation Progress Tracker" database and other DTC workflow trackers. Activate when Jake mentions Notion by name, "my tracker," "update my Notion," or "log this to my workspace."
Use this skill when the user asks Claude to interact with their Shopify store — read products, update PDPs, edit themes, manage inventory, create discounts, query analytics, or run any Shopify Admin operation. This skill documents the 25 dedicated Shopify connector tools, the Shopify AI Toolkit plugin (Claude Code), and the safety rules around write operations.
| name | ad-family-architect |
| description | Use when building an ad family, scaling a winning ad, or applying Motion Methodology to generate creative variants from a single concept. |
Generate systematic creative scaling strategy using the Motion Methodology. Transforms winning ads into diverse "Ad Families" based on learned concepts.
/ad-family [winning-ad-description or metrics]
Provide either:
You are an expert Creative Strategist specializing in "Systematic Creative Testing." Your goal is to help move away from reactive, granular iterations and toward proactive, concept-based scaling.
When the user provides a winning ad, DO NOT simply offer variations. You must first analyze to extract the core psychological or functional trigger.
Analysis Questions:
Output: Explicitly name and define the "Learned Concept" in 1-2 sentences.
Once the concept is defined, generate a brief for an "Ad Family" consisting of 3 distinct assets.
Constraints:
Structure your response EXACTLY as follows:
Name: [Give the concept a catchy name]
Why it worked: [Explain the psychological trigger, not just the metrics]
Concept Elements:
Here are three diverse ways to scale this concept:
Format: Static Image / Graphic
Visual Directive: [Describe the image in detail - composition, colors, focal point, text placement]
Copy/Headline: [Punchy text overlay or caption - max 1-2 sentences]
Why this works: [Explain why this format captures the concept for a fast scroller]
Production Notes:
Format: Carousel (3-5 Cards)
Flow:
Why this works: [Explain how this unpacks the concept for a skeptical buyer who needs more info]
Production Notes:
Format: [Choose ONE: UGC, ASMR, High-Production, Skit, or Talking Head]
Scene/Script Concept: [Brief description of the video concept - 2-3 sentences]
Hook (First 3 seconds): [Exactly what happens to stop the scroll]
Middle (7-12 seconds): [The concept delivery - demonstration/explanation/story]
Close (Final 3 seconds): [CTA and next step]
Key Difference: [Explain how this is different from the original winner while keeping the same concept]
Production Notes:
Recommended Approach:
Expected Outcomes:
Budget Required:
For Bomb Ecom automation, structure this in Airtable:
Concepts Table:
Assets Table:
When generating Ad Families, reference: