From the Hacker News thread
You should look at the consumer app system prompt: twitter.com/amandaaskell/status/1765207… I've had way more success taking it and forming it to my tasks than stuffing in a bunch of tokens about how to do things. In one case I was able to go from ~6k in input tokens to ~3k because I no longer had to provide a mountain of examples and instructions for corner cases