[marv1nnnnn]

Agree, actually this approach isn't even possible without the birth of reasoning LLM. In my test, reasoning LLM perform much better than non-reasoning LLM in interpreting the compressed file. Those LLMs are really good at understanding abstraction.

[thegeomaster]

My point still stands --- the reasoning tokens being consumed to interpret the abstracted llms.txt could have been used for solving the problem at hand.

Again, I'm not saying the solution doesn't work well (my intuition on LLMs has been wrong enough times), but it would be really helpful/assuring to see some hard data.