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Clief Notes

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11 contributions to Clief Notes
New Video: How I Structure Folders to Replace AI Agents
Just dropped a 23 minute deep dive on the folder architecture I keep showing snippets of. This time I actually walk through the whole thing from scratch and explain every layer. Covers: what tokens are and why they matter, what markdown is, the three layer routing system I use, how CLAUDE.md works, how skills plug into the system, and how naming conventions replace databases. I also built a template you can download and start using today. If you're on Premium or VIP the template files are already in The Vault. If you're on free, the video covers everything conceptually so you can build your own version no need to upgrade! Just want to add more value to my early supporters before the full paid content is done being recorded. Drop your questions in the comments. I want to know where I moved too fast or what needs a deeper dive so I can make the next one better.
New Video: How I Structure Folders to Replace AI Agents
1 like • 2d
Also have you thought of making it even more dumbed down and using a google form for their input? The new Google cli stuff is seeming to have a lot of applications
0 likes • 4h
@Shantam Galuten This is what ive been looking for, i feel like openclaw rips through tokens because its got all this context it always passes and it compacts so often because of this and I get drift in taks. Ive been looking at hermes agent to cut down on the drift because of its iterative loops built in, but i think the real move here is to just be able to initiate claude code(or codex or whatever) in the correct directory to have the correct context for the task. How are you initializing claude on a flag? Are you using a script or an orchestrator or something you built?
Is anyone using this environment folder system along with an agentic framework like Openclaw or Hermes agent, or is it redundant?.
For iterative tasks are you just using PRDs and Ralph loops and cron jobs? I’m thinking of using an agent framework to be able to interface through multiple chat channels and also to have that heartbeat for ongoing tasks. Am I looking at this wrong, should I be building my own framework to interface with my file tree or can I pull something off the shelf and still train it on my markdown within different workspaces. Still wrapping my brain around the different layers. The more I’m reading the more it looks possible to just use something like Claude code with cowork/dispatch to achieve the same ends. Would love to have that conversation
Is anyone using this environment folder system along with an agentic framework like Openclaw or Hermes agent, or is it redundant?.
🏁 Foundations 2.2 Check-In
You just saw what happens between one line of Python and the hardware. Vote below, then tell us in the comments: what is one thing you assumed about how code works that this video shifted?
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1 like • 2d
@J.j. McKinzie that bit blew my mind. The whole thing was a very interesting way of looking at software dev
🏁 Foundations 1.1 Check-In
You just finished the setup lesson. Vote below so we know where everyone is starting from. If you picked "Something else," drop a comment and tell us what.
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346 members have voted
1 like • 2d
@Valeria Gonzalez lol this happened to me ctrl(cmd)+shift+P brought it back for me
1 like • 2d
@Bill Hazelton I like the Mac minis because you can link them together to run larger models as you scale with the new updates.
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Stefan Vincent
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2points to level up
@stefan-vincent-1849
Do.

Active 3h ago
Joined Mar 16, 2026
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