Justin Brooke from Agent Skills is back on the podcast, and this time he walks us through the full business model behind selling AI systems as zip files with zero delivery work. His system is called CMO HQ, a marketing and sales operating system built entirely out of folders and markdown files that works with any AI, whether it is Claude, ChatGPT, Hermes, Codex, or anything else. The delivery model is dead simple: the customer buys from a sales page, receives a zip file with an operations manual and an installer dot MD file, hands that file to their AI of choice, and the AI builds out the entire system for them. No onboarding calls, no Loom walkthroughs, no custom setup. Justin shows us the full folder structure, the finance layer, a live content pipeline, and the actual installer file on screen. Join our AI Operator Academy Community where we help entrepreneurs start and scale a profitable AI services business: https://www.skool.com/aioperatoracademy/about Timestamps 00:00 - Intro: Justin Brooke is back 00:23 - What CMO HQ is and why it works with any AI 01:23 - The folder structure: HQ, brands, finance, shared 03:30 - Brands folder: one per brand with intelligence, departments, and metrics 04:10 - The finance folder and why it matters for true marketing metrics 05:14 - The installer.md file that builds the whole system 05:45 - Why this is the simplest marketing OS out there 05:50 - Inside the finance folder: revenue, expenses, economics, reporting 06:48 - Connecting Google Ads, Kit, Thrivecart, and Xeny for full-picture data 07:56 - Building in iCloud for access from any device 09:27 - Marketing departments: paid, earned, and owned channels 10:00 - The sacred pipeline: active to review to publish 11:06 - Live example: faith-based niche site blog post end to end 13:30 - Automated performance reporting via MCP connections 15:18 - Why Justin does everything in Claude Cowork, not Claude Code 15:45 - How to sell any AI-generated asset to clients 16:25 - The delivery problem and why folders and files solve it 17:24 - The two-file delivery: operations manual plus installer.md 19:13 - Session transfer documents and how the system started 20:19 - Changelog.md for tracking business decisions 20:46 - The jobs to be done framework for building any system 22:01 - Jobs equal folders, instructions equal markdown files, which equal skills 23:26 - Why the nerds who want to build it themselves are not your customers 24:33 - Step one: jobs to be done, then vibe with Claude to build folders 26:00 - Three things every agent needs: memory, instructions, tools 26:18 - Why you should use a slide deck on every sales call 28:25 - The installer file walkthrough on screen 30:27 - Why this means zero delivery work 31:14 - Where to find Justin and Build Club 32:22 - Justin hangs out mostly on Twitter Key Points The entire system is folders and markdown files. No code, no complex frameworks, no platform lock-in. It works with Claude, ChatGPT, Hermes, Codex, or any other AI because all of them can read folders and files. The delivery model eliminates all fulfillment work. Customers buy from a sales page, receive a zip file containing an operations manual and an installer dot MD file, hand that installer to their AI, and the AI builds out the entire system. No calls, no custom setup, no support tickets. The installer dot MD file is the key innovation. It contains a greeting, an interview section that asks the customer about their business, and then the full folder structure with instructions. The AI reads it and builds everything automatically in one session. CMO HQ has four main sections: an HQ folder for personal and business identity, a brands folder with one subfolder per brand containing intelligence, departments, and metrics, a finance folder that connects to accounting and ad platforms for real financial reporting, and a shared folder for team collaboration. The jobs to be done framework is how you replicate this for any niche. Figure out what jobs need to be done in a business, make a folder for each job, put instructions in each folder, and you have a sellable system. Dentists, lawyers, agencies, any vertical works the same way. Three things every agent needs: memory so it knows what happened, instructions so it knows what to do, and tools so it can do the work. If you have those three things in folders and files, you can handle any job. The sales advice is simple and powerful: stop doing calls on the fly and use a slide deck for every sales call. It keeps you on pace, makes every call uniformly good by the fifth or sixth time, and becomes the training material when you hire a salesperson. Links Mentioned Agent Skills / Build Club: https://agentskills.ai Jake Van Cleef (ICM system and folders-and-files research): mentioned, search YouTube Ghost CMS: https://ghost.org 11 Labs: https://elevenlabs.io If this episode was valuable to you, it would mean a lot if you left a rating and review on Apple Podcasts or Spotify. It helps more entrepreneurs find the show. FIND ME ON SOCIAL X/Twitter: https://x.com/coreyganim Instagram: https://www.instagram.com/coreyganim/ LinkedIn: https://www.linkedin.com/in/coreyganim/ YouTube: https://www.youtube.com/@coreyganim FIND JUSTIN ON SOCIAL X/Twitter: https://x.com/agentskills_ai https://x.com/IMJustinBrooke Agent Skills: https://agentskills.ai