[RuoqiJin]

This is Claude's problem. Compared to GPT-5.5, Claude Code prefers to take shortcuts. I've tested having codexapp GPT-5.5 and Claude Code opus4.7 do the same thing - if following GPT-5.5's requirements, Claude Code's execution time for a task would stretch from 5 minutes to 40 minutes. To solve macro architecture problems, I use Lisp to write the entire program's framework. Lisp replaces architecture documents, because I believe it has high semantic density, syntax restrictions, and checkers for assistance. This way, at least I didn't have to rework anything anymore. I used this method to refactor my 20+ projects