Do you go to the bathroom with your laptop? Or walk the street with your laptop open? All while you are building solutions, inventing things, building the precursors to solutions you might invent? This insight might be for you! I have quite an extensive harness (LLM OS type of thing - codex and claude code combined, with lots of extra bits), with a database to store lots of things (projects, etc), and a very optimized system in terms of token use (extremely optimized! as in 10x more work that anyone I know, for the same or less. One use - I have an intelligent runtime context assembler… fancy words for a very clever bit of prompt engineering. I have ‘experts’ who have skills, memories, access to projects, dreaming, and more (internal slack coming up!). I then point my experts at tasks I come up with, depending on the task. This is the typical output from a ‘landscape research’ request. I want to know how I use experts in my system to give me founder or angel-investor type advice. This was because Cat (Catherine Carlton was a little inspiration in name and deed!) tends to be very singularly minded when she gets invoked and starts giving advice. Too focused for my liking. Rather than tell her to change, I like evidence-based systems. So I research how things currently work INSIDE my system, and then to research for what is outside my system (that brings in Luca :) This artefact gets used to guide what comes next. A new skill? A knowledge pack? A hook to recommend a next step? A new expert? etc, etc. How do other people do things like this? I might be overthinking for some… but it works really well for me, due to my obsession with getting higher quality output with few tokens. submitted by /u/marksterberlin
Originally posted by u/marksterberlin on r/ClaudeCode