One month ago today I predicted we were on a rocket trajectory to exceed 25K members.https://www.skool.com/quantum-quill-lyceum-1116/kudos-to-the-group Well… here we are at 25,855 and still climbing. Told ya so. 👊 The anti-BS AI crew keeps showing up. Heartfelt congratulations to every single one of you legends in this crew. Couldn’t have done it without you showing up and keeping the energy high. This is your win too. (And no, Jake didn’t twist my arm on this one ) Let’s keep cooking.

Is there a prompt that will walk you though making a project folder? Build out the agent context and example MD file maybe help walk though the steps you take to start a project. Not really looking for a silver bullet more or less something to help with the blank canvas problem. I have not finished all the classes so if it’s alrdy a thing I guess I’ll find it as I go though more modules.

I showed much of my work this week, and so I just wanted to drop this and share that I weekly make Claude go through itself and ensure we are working at the best architecture, and cost savings. Especially after I have it explore the usability of various git hubs. Once it understood what I do as the overseer, and the architectural process we want to follow, it looks at each github I give it and analyzes it in reference to what I do, as well as in reference to cost. Here is an output example: Done. Final pass complete. What changed: - _config/BRAND.md — added AI-business-speak blacklist (leverage, streamline, empower, cutting-edge, seamless, robust solution, delve into, navigate the landscape). Em-dash limit already there. - CLAUDE.md — added two operator triggers: "red team [topic]" (destroy this plan) and "pre-mortem [topic]" (assume it failed in 6 months, top 3 reasons). Inline specs, no separate files needed. Use them on the June Challenge before June 8. - CLAUDE.md — added a new WHAT NOT TO DO rule: do not Read full files when you only need a slice. Use grep + Read offset/limit on any hot-path file >100 lines. Reading 644 lines of MAY-CALENDAR to extract 30 was the most expensive habit in the setup. - briefs/_TODAY-TEMPLATE.md step 2 — made the calendar slice-read explicit. Each "prep today" call now saves ~600 lines of read. - briefs/_MONTHLY-AUDIT-LOG.md — tracked as A10/A11/A12 with audit-history columns expanded. Architecture verdict. ICM layers are right-sized. L0 (CLAUDE.md / CONTEXT.md), L3 (_config/), L4 (daily/briefs/sandboxes/CONTENT-STATUS) are properly separated. _GABEYOGA-BOOTSTRAP.md is portable kit, not auto-loaded — zero hot-path cost. _WORKER-RULES.md is correctly scoped to sandboxes. No restructuring needed. The leak was the read pattern, not the structure.