🎟️ PRIZE: FREE SEAT IN THE LYCEUM 🎟️ ($4,750 Seat) Pick your cohort. Technical, Business, or Creator. Your call. 📋 THE CHALLENGE This is a weird one, and you may feel lost at first. But it's up to you to make a map for those who come after and if there is no map, you must get lost to make one. Build a folder-based cartographer that can walk a body of work and leave a map a later reader can wander and show what that map is. The later reader is often an AI. Sometimes it is a new person. Same map. Same job. Not why it failed. Not how to fix it. Not a tour of how the week goes. What the nouns are. How they move. What else moves if you touch one. What is live, what is leftover, and what is a ghost with a name and no wiring. This week's deliverable is one cartographer folder someone can drop into a Claude project, point at a real body of work, and get back a map a cold reader can enter without reading the whole thing. 🎯 PICK YOUR TERRITORY Pick a body of work you have actually been inside. Something a new person or a cold model would get lost in. Something someone will change, not something you will only describe. A few sparks: 💻 A repo you own. Even a small one. The map is for the next developer, or the next session, that has never seen it. 📂 A client delivery folder a VA or a contractor has to inherit next month. 🧩 A Make, GHL, or n8n pack someone else will edit without you on the call. 📒 An Obsidian or Notion vault a collaborator has to add to without breaking the spine. 🧾 The live records behind how a job gets quoted, approved, and invoiced in your shop. The files. The objects. Not the story of a bad month. 🎓 A course or L&D library someone will update after you. 🏭 The asset and work-order objects in a plant system you actually touch. The more specific, the better. Maps how our business works is too broad. Maps the five objects a new hire has to understand before they touch the invoicing folder is right. 🧠 WHAT YOU ARE ACTUALLY LEARNING ICM has six forms. You have been living in the first ones. Pipeline. Coach. Editor. Diagnostician.

Context: My company is hell-bent in still making excel work for everything. 10-15 worksheets inside one file, THOUSANDS of rows and columns per sheet. Curious question, do agents follow the same ICM principles when you point them at an excel file? Ex. Routing logic in first worksheet so the agent knows where to go instead of searching the entire workbook for something.

Hi everyone, First-time poster here. I'm looking to understand how others in the community are using the Interpretable Context Methodology (ICM) without relying on Claude Code. I've been actively building personal projects on my home setup, and every day has been a great learning experience using this folder-and-markdown architecture. However, I've hit a roadblock at work. I develop data analytics and business intelligence workflows, and we have a strict constraint: we cannot use Claude. I'm curious how others integrate Jake's ICM framework when Claude Code isn't an option. Are you using tools like Aider, Cursor, or other terminal agents BR Paul Update - Some people are already using non-Claude setup. If you could kindly explain/illustrate how you do this, I would be very grateful.

Hi guys, it's been a while. I have been away for more than a month now, I hope I haven't missed much. 😄I know I did, hoping to catch soon.

🎟️ PRIZE: FREE SEAT IN THE LYCEUM 🎟️ Pick your cohort. Technical, Business, or Creator. Your call. 📋 THE CHALLENGE Build a folder-based AI diagnostician that reads something broken and tells you WHY it's broken. Not how to fix it. Why it failed. This week's deliverable is one diagnostician folder that someone could drop into a Claude project and use to figure out why something in their world isn't working. 🎯PICK YOUR DOMAIN The domain is yours. Pick something specific. Pick a failure you've actually seen happen. A few sparks to get you thinking: - 📉 Why a landing page isn't converting - 📧 Why cold emails to a specific buyer aren't getting replies - 📋 Why a product spec keeps getting pushed back by engineering - 📄 Why a resume isn't getting callbacks in a specific industry - 🚪 Why users drop off at one step of an onboarding flow - 💸 Why a pricing page isn't converting trials - 🎥 Why a YouTube video underperformed the channel average - 🤝 Why a sales deal stalled after the demo - 📱 Why an app's retention craters in week two The more specific, the better. "Diagnoses marketing problems" is too broad. "Diagnoses why cold emails to enterprise IT buyers get opened but never answered" is right. 🗂️THE METHODOLOGY If this is your first comp, welcome. Here's what you need to know: This week (and every week) you're learning interpretable context methodology. Folders as architecture. Each file does one job well. Your diagnostician is a folder with five things: - 📄 identity.md (who the diagnostician is, what they diagnose) - 📐 rules.md (how they diagnose: what they look at, how they separate cause from symptom) - 💬 examples.md (2-3 example diagnoses showing the reasoning) - 📚 reference/ (common failure modes, diagnostic frameworks, benchmarks) - 📖 README.md (how to use it, what to feed it) Drop the folder into a Claude project. Claude becomes the diagnostician. Reusable. Shareable. Portable. 🔥 THE ANGLE THIS WEEK A diagnostician is NOT an editor. Last comp was The Editor. That one critiques craft. It looks at a draft and says "this part is weak, go fix it."