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Welcome to Clief Notes. Here's where to start.
1. Watch the intro video and introduce yourself in the intro post here 2. Start with The Foundation (free course). 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, move to Implementation Playbooks (Level 2). When you're ready to build your own tools, Building Your Stack (Level 3). 5. Post your work. Ask questions. Help others when you can. What are you here to build?
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🏆 WEEKLY COMP #3: THE SPECIALIST 🏆
💰 $325 CASH PRIZE 💰 That's a full year of Premium. Win this and your membership pays for itself. 📋 THE CHALLENGE You just got hired again. Different client this time. Meet Sarah, a freelance copywriter who's drowning in context-switching. 📎 Download the full client brief attached to this post. Short version: She works with three types of clients (SaaS founders, ecommerce brands, local service businesses) and starts from scratch every project. She doesn't need another tool. She needs a system. Your job is to build her a folder-based AI specialist she can drop into any Claude project. The folder IS the deliverable. 🗂️ THIS WEEK YOU LEARN ICM Up until now, comps have been "build a thing." This week you utilize the methodology taught throughout the community. 🧠 Folders as architecture. That's it. That's the whole concept this week. Your specialist is a folder with five things: - 📄 identity.md (who they are) - 📐 rules.md (how they respond) - 💬 examples.md (what good looks like) - 📚 reference/ (source material) - 📖 README.md (how to use it) Drop the folder into a Claude project. Claude becomes the specialist. Reusable. Shareable. Portable. 🎯 PICK YOUR SPECIALIST Don't pick copywriting. That's Sarah's example. Pick something YOU would actually use. A few sparks to get you thinking: - A salary negotiation coach - A meal planner that knows your dietary restrictions - A code reviewer for your stack - A real estate market analyst for your city - A technical recruiter screener - A grant writer for nonprofits in your space The more specific, the better. "Marketing expert" is not a specialist. "B2B email expert for enterprise SaaS targeting CFOs" is. 💼 WHY THIS ONE LANDS ON YOUR RESUME Real talk. Winning a comp in a Skool community doesn't get you a job by itself. But shipping a working folder-based AI specialist with a clean README and a public repo? That's a portfolio piece.
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Who's here? Drop your intro.
Tell us three things: 1. What you do (job, industry, student, career-changer, whatever) 2. What brought you to Clief Notes 3. One thing you're trying to figure out right now related to computing or AI I'll respond to every single one. And read each other's intros too because the person who's stuck on the same problem as you might already be in this thread. I'll go first I am Jake, I have been working in tech for 15 Years, building with Generative AI for 3 Years straight now! Excited to teach and learn! That's it. Simple, scannable, gives you data on who's joining and what they need, and keeps the feed clear for content that retains people past week one.
🏁 Foundations 4.1 Check-In
First session done. Vote below, then drop your OS and any issues you hit in the comments. If you got stuck, someone here has probably solved it already.
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Pitching a 4-Day-to-1-Hour Automation to our Global Head of AI
I just landed a meeting that feels both terrifying and incredibly exciting. Tomorrow, I’m sitting down with the Head of AI and Implementation for the entire global group I work for—a corporation with 14,000 employees across 72 countries. The Backstory If you’ve followed my previous posts, you know I’ve been fighting "manual hell" in our D365 F&O system using Claude Code and Playwright. Since those posts, I’ve evolved the concept. It’s no longer just a one-off script; it’s a scalable framework that can handle almost any repetitive task in D365. The Bold Email Yesterday, I took a chance and sent a direct email to the Head of AI: "I was wondering if we will be able to use Claude Code in the near future? We have Copilot, but what about the rest? For me, this is about automating the boring, repetitive tasks in finance that a monkey could do." His response came today: "We are procuring Claude Code for developers now... Let’s have a short call. My calendar is open." The "Finance Guy" Advantage My boss, who has been with the company for 15 years, is skeptical. Her experience is that "high-level" AI projects rarely trickle down to the people doing the actual work. Corporate roadmaps are often too busy with the big picture to notice the daily grind. But that’s my edge. I’m not an AI specialist looking for a problem to solve. I’m a Finance Manager who is the problem. I have the domain insight they lack. I know exactly where the work hurts because I’m the one doing it. The central AI team has a roadmap to follow, but they aren't necessarily looking at the daily operations at the bottom of the ladder. The Goal: 4 Days down to 1 Hour The project I’m presenting tomorrow is a massive upgrade of my previous work. I’m aiming to take a task that currently takes 3 to 4 days of manual labor and cut it down to 1 hour. It’s 100x more precise than my first version, and because our processes are standardized, it’s scalable across all 72 countries. I’m heading into this meeting with the support of my boss and the time to make it happen.
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Jake Van Clief, giving you the Cliff notes on the new AI age.
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