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Welcome to Clief Notes. Here's where to start.
1. Go check out 📚Navigating The Course to see how to get around and what's here. 2. Start with The Foundation. Concepts, folder architecture, prompting framework. Everything else builds on this. 3. Check in at the bottom of each lesson. Polls, discussion posts, other members working through the same stuff. Use them. 4. When you're ready to build real things join in on our Biweekly competitions and win some real cash. ⭐ Competitions Mega Thread 5. If you are wanting to dive into the masterminds, grab all the past templates, artifacts and resources. Upgrade and head into the The Vault for Premium and The Drawing Room (VIP) for VIP 6. Post your work. Ask questions. Help others when you can. What are you here to build?
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Van Neistat and I figure out how to naviage 20 Years of Footage
Go comment and like the video on YouTube as well ! Lots of cool ideas in this one.
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🏆 WEEKLY COMP #10: THE DIAGNOSTICIAN 🏆
🎟️ 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."
The Ten Commandments of Agentic LLMs 📖
📣 I enjoy finding truth and education in humor. 🟢 See all 10 live in the classroom now: https://www.skool.com/cliefnotes/classroom/b5143824?md=367fe0cb353f44f28e1eb493dbe40054 ❓Did you learn something new? If you have a better one comment it below 👇
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Different CONTEXT.md / instructions for different agents?
I have a mix of Fable, Grok 4.5, and GPT 5.6 Sol that I use on a daily basis. How do you route or have different sets of instructions per agent / model? For example, I use Pinchtab or Playwright when it is Claude or Grok. But the Codex app has a really great in-app browser so I want it to use that. That tool call isn't available in Claude or Grok though. In other circumstances, certain agents need more process around them to make up for model inefficiencies which don't exist in other models. So I don't want to pollute context when it isn't needed.
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