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Clief Notes

38.8k members • Free

AI Automation Society

407.7k members • Free

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🏆 WEEKLY COMP #7: THE OPERATOR 🏆
🎟️ PRIZE: FREE SEAT IN THE LYCEUM 🎟️ Pick your cohort. Technical, Business, or Creator. Your call. ---- 🇬🇧 We're back. Good morning from London. 👋 Thanks for the patience last week. Jake and I needed a few days to breathe before London Tech Week kicked off, and you all responded with nothing but support. We don't take that for granted. Now let's get back to building. ---- 📋 THE CHALLENGE Build a folder-based AI operator that handles ONE operational workflow end-to-end. You pick the workflow. This week's deliverable is one operator folder that someone could drop into a Claude project and use to handle a real business workflow without babysitting. ---- 🎯 PICK YOUR WORKFLOW The workflow is yours. Pick something specific. Pick something you'd actually use. A few sparks to get you thinking: - 🎫 Customer support triage (which tier handles this ticket?) - ✅ Content review and approval - 📨 Lead intake and qualification - 💸 Refund request handler - 🤝 Partnership pitch evaluator - 🎙️ Podcast guest pitch sorter - 💼 Freelance project intake - 📄 Resume screen for one specific role - 📅 Meeting request triage (book, decline, delegate) The more specific, the better. "Customer support" is too broad. "Refund request triage for an ecommerce store doing under 200 orders per month" is right. 📎 If you want a fully written client brief as a reference, the attached PDF walks through one example. Don't build the example. Use it as a template for how to think about scoping your own operator. ---- 🗂️ 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 operator is a folder with five things: - 📄 identity.md (who the operator is and what workflow they own) - 📐 rules.md (the decision logic: criteria, edge cases, escalation rules) - 💬 examples.md (decisions in action, including at least one edge case) - 📚 reference/ (checklists, templates, rubrics) - 📖 README.md (how to use it)
5 likes • 7d
Quick honest note: I'm still on the free tier, working through the classes with a backlog to clear. From what I've seen the community is easily worth VIP, or premium at the least, and I'll upgrade as soon as I catch up. Wanted to give this one a shot in the meantime, figured it might be useful to other people too. Scout reads job postings for you and decides whether each one is worth applying to. You paste in a posting and it gives you one of four answers: apply (and it writes your application answers for you, using only what's on your resume), maybe (worth a look, but here's the one thing to check first), skip (not a fit, and here's why), or it asks you to paste the text when a link won't open. Either way you come back to a decision already made and logged in a tracker, instead of a pile of postings to sort through yourself. Repo: https://github.com/raphaelmercado-coder/scout-job-hunt-operator Portfolio page: https://www.raphaelmercado.dev/scout
1 like • 7d
@Bas Rosario i like the compass idea, very fitting 👍
1-1 of 1
Raph Mercado
2
14points to level up
@raph-mercado-9240
Beginner, and very willing to learn

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Joined May 6, 2026
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