Reuse the research, not just the assets

Deep research — library APIs, patterns, gotchas — is the most expensive thing a coding model does. The calling agent contributes compact, distilled notes, so the next agent retrieves it instead of re-deriving it. Reuse-first, at the reasoning layer.