I have a big pile of documents I want the agent to use later. Not all of it at once, just the right bits when I ask for them. What is the best practice to handle that? 1. Do you keep the full text of each file, or just a summary of it? 2. Where does it all sit? 3. Months later, how does the agent find the right one again without reading everything? 4. Do I need RAG for this, or is there a simpler way that works? 5. When did your setup stop coping, and what did you change?

A few days in. Starting to see where the Clief Notes AI is actually becoming useful. Some of you are using it to figure out where to start. Others are asking specific questions and getting pointed back to lessons or drops they didn’t even know existed. And some are basically using it as search: “Have we covered this before?” That last one alone saves a lot of scrolling. @Anthony Brady shared a really good example of how he’s been using it. He said the agent has been helping him find the right lessons, figure out where to go next, and actually apply the material to what he’s building. He’s even been pushing it with harder questions, and when it doesn’t know something, it tells him instead of just making something up. What I really liked was how he described using the tools together: The agent helps him navigate. NotebookLM helps him go deeper. And Decster keeps him moving through the course, completing assignments, and staying active in the community. That’s exactly what we want this to become. Not another AI tool you open once and forget about. Something that actually helps you use everything already inside Clief Notes and keep moving forward. We’ve also caught a few questions where the agent could’ve pointed somewhere better. Keep sending those. The more you use it, the better we can make the experience. This thing should get more useful as we see how you actually use it. If you haven’t tried it yet, start simple. Ask it the next question you would normally post in the community. Have you tried it already? If not, comment “Navigator” and I’ll send you access to it.

It’s live. Starting today, everyone in Clief Notes has access to the new Clief Notes AI. The easiest way to use it? Don’t overthink it. Ask it the question you would normally ask me. “Where should I start?” “What should I focus on next?” “Where did you talk about [topic]?” It’ll use what’s already inside Clief Notes to help answer you and point you toward the right lesson or resource when there’s something worth going deeper on. The goal isn’t to give you another AI tool to play with. It’s to make everything already inside this community easier to actually use. If you want Access to it Comment "READY" and we'll send you access to it!

Thursday, July 16 at 7:00 PM ET. Quick version for anyone who hasn't been following: The Lyceum is Eduba's 12-week AI certification program and the first credential we've ever issued. Over 3,000 people are on the waitlist and seats per cohort are limited. What we'll cover in the hour: 01 / The structure. 12 weeks, three sprints, nine live sessions, 18 hours of instruction, 12 instructors per cohort. 02 / The cohorts. Technical, Business, and Creator. Same core curriculum, weighted differently. We'll walk through how to pick yours. 03 / The competition. $250,000+ in prizes across the tiers and how your capstone feeds into it. 04 / The certification. What you have to do to earn it and what it actually certifies. 05 / The investment. What it costs, how payment works, and who should not enroll. Then live Q&A until the questions run out. One more thing. At the end of the session we're doing something for the people actually in the room. It's capped at a small number, it goes in the order people claim it, and we're not putting it in writing. Be there and stay to the end. The session is live only. No recording going out. Thursday · July 16 · 7:00 PM ET skool.com/live/XM7969jTG7L Come with the hard questions. Bring the skeptical ones too. That's what the hour is for.

I'm assuming I'm not the only who's done this and please tell me if it's a bad idea, but I'm assuming we've all turned ICM structure into a Claude skill? If I've got a new project I run /init-max that I've built, and Claude generates folders and MD files based off questions it asks me. It's not allowed to assume answers unless I blatantly say I'm not sure. To build it I've just pointed Claude at module 3 in the foundations classroom and said "make this a skill". Has anyone done the same or is this a terrible idea?