Good callout on the tokenizer — I was measuring character reduction, not actual token savings, so the real gains are smaller than the headline numbers suggest. You're right that this matters most at the edges: Haiku, large codebases, or heavy memory systems where the context budget is genuinely tight. On Opus with a simple project CLAUDE.md it's probably not worth the readability hit.