obviously when you hear the rewrite it wont be ai slop, but i thought having the idea laid out in this way was helpful: I'd been fighting with an image workflow for 12 hours. I had these images. Consistent. Striking. *Exactly* the aesthetic I'd been chasing. They came from a single session with Gemini — and I knew they worked. I just couldn't figure out *why* they worked. No problem, I'll just have my agents extract the style and we'll be good. *It was ass*. So I did what I had always done: Sent Violet to the files. Had Violet read the code. She even inspected the tokens. We reverse-engineered the style from the output. *Voila.* It was still ass. The more I studied the implementation, the less I understood the decision. The style wasn't *in* the code. *It wasn't in the folder I'd been told to look in.* So I went back to the session that made the images and asked one question: *"If I wanted the same stylistic output, what would I prompt you?"* And Gemini answered. Decomposed the whole thing into five layers — geometry, substrate, atmosphere, luminance, optics. The prompt wasn't a feeling. It was a formula. It *was* the intent. Every artistic decision mapped to a controllable parameter. What looked like intuition was actually architecture. It just lived somewhere I hadn't thought to look. **I had routed *myself* to the wrong layer.** And the moment I realized that, my first thought was: *can I systematize this so I don't have to stumble into it again?* Which — I realized immediately— was me doing the exact same thing again. Trying to automate my way around the fact that I had to *feel* the misalignment before I could name it. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- Hopefully you guys can abstract some sort of meaning from this nonsense, the actual essay is geared more towards philosophy, but I have a pretty big section in it that tries to break down the ICM process in an easier way to understand - helping *you* route yourself to the right layer! :)

Do you keep separate CLAUDE md files for each workspace to prevent them from becoming too long or unfocused? For example, would you maintain one CLAUDE md for a Content Creator workspace and another for a Software Developer workspace? If so, how do you handle situations where the work overlaps between workspaces? For instance, if the Software Developer workspace creates a new app, but then you want the Content Creator workspace to write a social media post promoting that app, where should the shared context live? Curious how others structure this in practice.